HLA binding motifs and peptides and their uses

Abstract
The present invention provides the means and methods for selecting immunogenic peptides and the immunogenic peptide compositions capable of specifically binding glycoproteins encoded by HLA alleles and inducing T cell activation in T cells restricted by the allele. One such peptide, NMLSTVLGV (SEQ ID NO: 183) is useful to elicit an immune response against influenza. The present invention also provides a heteropolymer of an isolated immunogenic peptide less than 15 amino acids in length comprising the oligopeptide NMLSTVLGV (SEQ ID NO: 183) and at least one different peptide.
Description
REFERENCE TO A SEQUENCE LISTING, A TABLE, OR A COMPUTER PROGRAM LISTING APPENDIX SUBMITTED ON A COMPACT DISC

The Sequence Listing written in file “Sequence Listing.txt,” 2.9 megabytes, created on Jan. 24, 2005 on two identical copies of compact discs for application Ser. No. 10/817,970, Grey et al., HLA Binding Motifs and Peptides and Their Uses, is herein incorporated-by-reference.


BACKGROUND OF THE INVENTION

The present invention relates to compositions and methods for preventing, treating or diagnosing a number of pathological states such as viral diseases and cancers. In particular, it provides novel peptides capable of binding selected major histocompatibility complex (MHC) molecules and inducing an immune response.


The genetic makeup of a given mammal encodes the structures associated with the immune system of that species. Although there is a great deal of genetic diversity in the human population, even more so comparing humans and other species, there are also common features and effects. In mammals, certain molecules associated with immune function are termed the major histocompatibility complex.


MHC molecules are classified as either Class I or Class II molecules. Class II MHC molecules are expressed primarily on cells involved in initiating and sustaining immune responses, such as T lymphocytes, B lymphocytes, dendritic cells, macrophages, etc. Class II MHC molecules are recognized by helper T lymphocytes and induce proliferation of helper T lymphocytes and amplification of the immune response to the particular immunogenic peptide that is displayed. Complexes between a particular disease-associated antigenic peptide and class II HLA molecules are recognized by helper T lymphocytes and induce proliferation of helper T lymphocytes and amplification of specific CTL and antibody immune responses.


Class I MHC molecules are expressed on almost all nucleated cells and are recognized by cytotoxic T lymphocytes (CTLs), which then destroy the antigen-bearing cells. Complexes between a particular antigenic peptide and class I MHC molecules are recognized by CD8+ cytotoxic T lymphocytes (CTLs), which then destroy the cells bearing antigens bound by the HLA class I molecules expressed on those cells. CD8+ T lymphocytes frequently mature into cytotoxic effector which can lyse cells bearing the stimulating antigen. CTLs are particularly important in tumor rejection and in fighting viral, fungal, and parasitic infections.


A complex of an HLA molecule and a peptidic antigen acts as the ligand recognized by HLA-restricted T cells (Buus, S. et al., Cell 47:1071, 1986; Babbitt, B. P. et al., Nature 317:359, 1985; Townsend, A. and Bodmer, H., Annu. Rev. Immunol. 7:601, 1989; Germain, R. N., Annu. Rev. Immunol. 11:403, 1993).


Through the study of single amino acid substituted antigen analogs and the sequencing of endogenously bound, naturally processed peptides, critical residues that correspond to motifs required for specific binding to HLA antigen molecules have been identified (see also, e.g., Southwood, et al., J. Immunol. 160:3363, 1998; Rammensee, et al., Immunogenetics 41:178, 1995; Sette, A. and Sidney, J. Curr. Opin. Immunol. 10:478, 1998; Engelhard, V. H., Curr. Opin. Immunol. 6:13, 1994; Sette, A. and Grey, H. M., Curr. Opin. Immunol. 4:79, 1992; Sinigaglia, F. and Hammer, J. Curr. Biol. 6:52, 1994; Ruppert et al., Cell 74:929-937, 1993; Kondo et al., J. Immunol. 155:4307-4312, 1995; Sidney et al., J. Immunol. 157:3480-3490, 1996; Sidney et al., Human Immunol. 45:79-93, 1996; Sette, A. and Sidney, J. Immunogenetics 50:201-212, 1999). The presence of these residues correlates with binding affinity for HLA molecules. The identification of motifs and/or supermotifs that correlate with high and intermediate affinity binding is an important issue with respect to the identification of immunogenic peptide epitopes for the inclusion in a vaccine. Kast et al. (J. Immunol. 152:3904-12, 1994) have shown that motif-bearing peptides account for 90% of the epitopes that bind to allele-specific HLA class I molecules. In this study all possible peptides of 9 amino acids in length and overlapping by eight amino acids (240 peptides), which cover the entire sequence of the E6 and E7 proteins of human papillomavirus type 16, were evaluated for binding to five allele-specific HLA molecules that are expressed at high frequency among different ethnic groups. This unbiased set of peptides allowed an evaluation of the predictive value of HLA class I motifs. From the set of 240 peptides, 22 peptides were identified that bound to an allele-specific HLA molecule with high or intermediate affinity. Of these 22 peptides, 20 (i.e. 91%) were motif-bearing. Thus, this study demonstrates the value of motifs for the identification of peptide epitopes for inclusion in a vaccine: application of motif-based identification techniques will identify about 90% of the potential epitopes in a target antigen protein sequence.


A relationship between binding affinity for HLA class I molecules and immunogenicity of discrete peptide epitopes on bound antigens was determined by the present inventors. As disclosed in greater detail herein, higher HLA binding affinity is correlated with greater immunogenicity.


Furthermore, x-ray crystallographic analysis of HLA-peptide complexes has revealed pockets within the peptide binding cleft of HLA molecules which accommodate, in an allele-specific mode, specific residues of peptide ligands; these residues in turn determine the HLA binding capacity of the peptides in which they are present. (See, e.g., Madden, D. R. Annu. Rev. Immunol. 13:587, 1995; Smith, et al., Immunity 4:203, 1996; Fremont et al., Immunity 8:305, 1998; Stern et al., Structure 2:245, 1994; Jones, E. Y. Curr. Opin. Immunol. 9:75, 1997; Brown, J. H. et al., Nature 364:33, 1993; Guo, H. C. et al., Proc. Natl. Acad. Sci. USA 90:8053, 1993; Guo, H. C. et al., Nature 360:364, 1992; Silver, M. L. et al., Nature 360:367, 1992; Matsumura, M. et al., Science 257:927, 1992; Madden et al., Cell 70:1035, 1992; Fremont, D. H. et al., Science 257:919, 1992; Saper, M. A., Bjorkman, P. J. and Wiley, D. C., J. Mol. Biol. 219:277, 1991.).


Peptides of the present invention may also comprise epitopes that bind to HLA class II DR molecules. A greater degree of heterogeneity in both size and binding frame position of the motif, relative to the N- and C-termini of the peptide, exists for class II peptide ligands. This increased heterogeneity of HLA class II peptide ligands is due to the structure of the binding groove of the HLA class II molecule which, unlike its class I counterpart, is open at both ends. Crystallographic analysis of HLA class II DRB*0101-peptide complexes showed that the major energy of binding is contributed by peptide residues complexed with complementary pockets on the DRB*0101 molecules. An important anchor residue engages the deepest hydrophobic pocket (see, e.g., Madden, D. R. Ann. Rev. Immunol. 13:587, 1995) and is referred to as position 1 (P1). P1 may represent the N-terminal residue of a class II binding peptide epitope, but more typically is flanked towards the N-terminus by one or more residues. Other studies have also pointed to an important role for the peptide residue in the sixth position towards the C-terminus, relative to P1, for binding to various DR molecules.


In the past few years evidence has accumulated to demonstrate that a large fraction of HLA class I and class II molecules can be classified into a relatively few supertypes, each characterized by largely overlapping peptide binding repertoires, and consensus structures of the main peptide binding pockets. Thus, peptides of the present invention are identified by any one of several HLA-specific amino acid motifs, or if the presence of the motif corresponds to the ability to bind several allele-specific HLA molecules, a supermotif. The HLA molecules that bind to peptides that possess a particular amino acid supermotif are collectively referred to as an HLA “supertype.”


Accordingly, the definition of class I and class II allele-specific HLA binding motifs, or class I or class II supermotifs allows identification of regions within a protein that have the potential of binding particular HLA molecules.


The MHC class I antigens are encoded by the HLA-A, B, and C loci. HLA-A and HLA-B antigens are expressed at the cell surface at approximately equal densities, whereas the expression of HLA-C is significantly lower (perhaps as much as 10-fold lower). Each of these loci have a number of alleles.


Specific motifs for several of the major HLA-A alleles (copending U.S. patent application Ser. Nos. 08/159,339 and 08/205,713, referred to here as the copending applications) and HLA-B alleles have been described. Several authors (Melief, Eur. J. Immunol., 21:2963-2970 (1991); Bevan, et al., Nature, 353:852-955 (1991)) have provided preliminary evidence that class I binding motifs can be applied to the identification of potential immunogenic peptides in animal models. Strategies for identification of peptides or peptide regions capable of interacting with multiple MHC alleles have been described in the literature.


Because human population groups, including racial and ethnic groups, have distinct patterns of distribution of HLA alleles it will be of value to identify motifs that describe peptides capable of binding more than one HLA allele, so as to achieve sufficient coverage of all population groups. The present invention addresses these and other needs.


The recognition of foreign pathogens, foreign cells (i.e., tumor), or one's own cells by the immune system occurs largely through major histocompatibility (MHC) molecules. MHC molecules present unique molecular fragments of foreign and self molecules that permit recognition and, when appropriate, stimulation of various immune effectors, namely B and T lymphocytes. MHC molecules are classified as either class I or class II. Class II MHC molecules are expressed primarily on cells involved in initiating and sustaining immune responses, such as T lymphocytes, B lymphocytes, macrophages, etc. Class II MHC molecules are recognized by helper T lymphocytes and induce proliferation of helper T lymphocytes and amplification of the immune response to the particular immunogenic peptide that is displayed. CD4+ T lymphocytes are activated with recognition of a unique peptide fragment presented by a class II MHC molecule, usually found on an antigen presenting cell like a macrophage or dendritic cell. Often known as helper T lymphocytes (HTL), CD4+ lymphocytes proliferate and secrete cytokines that either support a antibody-mediated response through the production of IL-4 and IL-10 or support a cell-mediated response through the production of IL-2 and IFN-γ.


T lymphocytes recognize an antigen in the form of a peptide fragment bound to the MHC class I or class II molecule rather than the intact foreign antigen itself. An antigen presented by a MHC class I molecule is typically one that is endogenously synthesized by the cell (i.e., an intracellular pathogen). The resulting cytoplasmic antigens are degraded into small fragments in the cytoplasm, usually by the proteosome (Niedermann et al., Immunity, 2: 289-99 (1995)). Some of these small fragments are transported into the endoplasmic reticulum (a pre-Golgi compartment) where the fragment interacts with class I heavy chains to facilitate proper folding and association with the subunit β2 microglobulin to result in a stable complex formation between the fragment, MHC class I chain and β2 microglobulin. This complex is then transported to the cell surface for expression and potential recognition by specific CTLs. Antigens presented by MHC class II molecules are usually soluble antigens that enter the antigen presenting cell via phagocytosis, pinocytosis, or receptor-mediated endocytosis. Once in the cell, the antigen is partially degraded by acid-dependent proteases in endosomes. The resulting fragments or peptide associate with the MHC class II molecule after the release of the CLIP fragment to form a stable complex that is then transported to the surface for potential recognition by specific HTLs. See Blum, et al., Crit. Rev. Immunol., 17: 411-17 (1997); Arndt, et al., Immunol. Res., 16: 261-72 (1997).


Investigations of the crystal structure of the human MHC class I molecule, HLA-A2.1, indicate that a peptide binding groove is created by the folding of the α1 and α2 domains of the class I heavy chain (Bjorkman, et al., Nature 329:506 (1987). In these investigations, however, the identity of peptides bound to the groove was not determined.


Buus, et al., Science 242:1065 (1988) first described a method for acid elution of bound peptides from MHC. Subsequently, Rammensee and his coworkers (Falk, et al., Nature 351:290 (1991) have developed an approach to characterize naturally processed peptides bound to class I molecules. Other investigators have successfully achieved direct amino acid sequencing of the more abundant peptides in various HPLC fractions by conventional automated sequencing of peptides eluted from class I molecules of the B type (Jardetzky, et al., Nature 353:326 (1991) and of the A2.1 type by mass spectrometry (Hunt, et al., Science 225:1261 (1992). A review of the characterization of naturally processed peptides in MHC Class I has been presented by Rötzschke and Falk (Rötzschke and Falk, Immunol. Today 12:447 (1991). PCT publication WO97/34621, incorporated herein by reference, describes peptides which have a binding motif for A2.1 alleles.


Peptides that bind a particular MHC allele frequently will fit within a motif and have amino acid residues with particular biochemical properties at specific positions within the peptide. Such residues are usually dictated by the biochemical properties of the MHC allele. Peptide sequence motifs have been utilized to screen peptides capable of binding MHC molecules (Sette, et al., Proc. Natl. Acad. Sci. USA 86:3296 (1989)), and it has been reported that class I binding motifs identified potential immunogenic peptides in animal models (De Bruijn, et al., Eur. J. Immunol. 21: 2963-70 (1991); Pamer, et al., Nature 353: 852-955 (1991)). Also, binding of a particular peptide to a MHC molecule has been correlated with immunogenicity of that peptide (Schaeffer, et al., Proc. Natl. Acad. Sci. USA 86:4649 (1989)).


Of the many thousand possible peptides that are encoded by a complex foreign pathogen, only a small fraction ends up in a peptide form capable of binding to MHC class I or class II antigens and thus of being recognized by T cells. This phenomenon is known as immunodominance (Yewdell et al., Ann. Rev. Immunol., 17: 51-88 (1997)). More simply, immunodominance describes the phenomenon whereby immunization or exposure to a whole native antigen results in an immune response directed to one or a few “dominant” epitopes of the antigen rather than every epitope that the native antigen contains. Immunodominance is influenced by a variety of factors that include MHC-peptide affinity, antigen processing, and antigen availability.


In general, CTL and HTL responses are not directed against all possible epitopes. Rather, they are restricted to a few immunodominant determinants. (Zinkernagel, et al., Adv. Immunol. 27:51-59 (1979); Bennink, et al., J. Exp. Med. 168:1935-1939 (1988); Rawle, et al., J. Immunol. 146:3977-84 (1991); Sercarz et al. Ann. Rev. Immunol. 11:729-766 (1993)). It has been recognized that immunodominance (Benacerraf, et al., Science 175:273-79 (1972)) could be explained by either the ability of a given epitope to selectively bind a particular HLA protein (determinant selection theory) (Vitiello, et al., J. Immunol. 131:1635 (1983); Rosenthal, et al., Nature 267:156-58 (1977)), or being selectively recognized by the existing TCR (T cell receptor) specificity (repertoire theory) (Klein, J., IMMUNOLOGY, THE SCIENCE OF SELF-NONSELF DISCRIMINATION, John Wiley & Sons, New York, pp. 270-310 (1982)). It has been demonstrated that additional factors, mostly linked to processing events, can also play a key role in dictating, beyond strict immunogenicity, which of the many potential determinants will be presented as immunodominant (Sercarz, et al., Annu. Rev. Immunol. 11:729-66 (1993)).


The present understanding is that because T cells to dominant epitopes may have been clonally deleted, selecting subdominant epitopes may allow extant T cells to be recruited which will then lead to a therapeutic response. However, the binding of HLA molecules to subdominant epitopes is often less vigorous than to dominant ones. Accordingly, there is a need to be able to modulate the binding affinity of particular immunogenic epitopes for one or more HLA molecules, and thereby to modulate the immune response elicited by the peptide.


Accordingly, while some MHC binding peptides have been identified, there is a need in the art to identify novel MHC binding peptides from pathogens that can be utilized to generate an immune response in vaccines against the pathogens from which they originate. Further, there is a need in the art to identify peptides capable of binding a wide array of different types of MHC molecules such they are immunogenic in a large fraction a human outbred population.


Sette et al., Proc. Natl. Acad. Sci. USA 86:3296 (1989) showed that MHC allele specific motifs could be used to predict MHC binding capacity. Schaeffer et al., Proc. Natl. Acad. Sci. USA 86:4649 (1989) showed that MHC binding was related to immunogenicity. Several authors (De Bruijn et al., Eur. J. Immunol., 21:2963-2970 (1991); Pamer et al., 991 Nature 353:852-955 (1991)) have provided preliminary evidence that class I binding motifs can be applied to the identification of potential immunogenic peptides in animal models. Class I motifs specific for a number of human alleles of a given class I isotype have yet to be described. It is desirable that the combined frequencies of these different alleles should be high enough to cover a large fraction or perhaps the majority of the human outbred population.


Thus a need exists, met for the first time herein, to prepare analog peptides which elicit a more vigorous response. This ability greatly enhances the usefulness of peptide-based vaccines and therapeutic agents. The present invention provides these and other advantages.


One of the most formidable obstacles to the development of broadly efficacious peptide-based immunotherapeutics has been the extreme polymorphism of HLA molecules. Effective coverage of a population without bias would thus be a task of considerable complexity if epitopes were used specific for HLA molecules corresponding to each individual allele because a huge number of them would have to be used in order to cover an ethnically diverse population. There exists, therefore, a need to develop peptide epitopes that are bound by multiple HLA antigen molecules at high affinity for use in epitope-based vaccines. The greater the number of HLA antigen molecules bound, the greater the breadth of population coverage by the vaccine. Analog peptides may be engineered based on the information disclosed herein and thereby used to achieve such an enhancement in breadth of population coverage.


Thus, the use of analoguing to modify peptide epitopes to enhance population coverage and/or immunogenicity provides a heretofore undisclosed advantage of the present invention in creating effective, immunogenic vaccines for a broad segment of the population.


Despite the developments in the art, the prior art has yet to provide a useful human peptide-based vaccine or therapeutic agent based on this work. The present invention provides these and other advantages.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1. Preferred Motif Table.



FIG. 2. HLA superfamilies for HLA-A and HLA-B alleles. Various alleles of HLA-A and HLA-B are classified according to superfamily based on sequencing analysis or binding assays (verified supertype members) or on the basis of B and F pocket structure (predicted supertype members).



FIG. 3 shows binding motifs for peptides capable of binding HLA alleles sharing the B7-like specificity.



FIG. 4 shows the B7-like cross-reactive motif.



FIGS. 5A and 5B. Position 2 and C-terminus define specificity of HLA-A*0201. The preference for specific residues in position 2(a) or at the C-terminus (b) is shown as a function of the percent of peptides bearing a specific residue that bind A*0201 with IC50 of 500 nM or better. ARB values of peptides bearing specific residues in position 2 (a) or at the C-terminus (b) were calculated as described herein, and indexed relative to the residue with the highest binding capacity. The average (geometric) binding capacity of peptides with L in position 2 was 1991 nM. The average (geometric) binding capacity of peptides with V at the C-terminus was 2133 nM. Peptides included in the analysis had at least one tolerated anchor residue, as described in the text, at either position 2 or the C-terminus.



FIGS. 6A-6D. Map of the A*0201 motif. Summary map of the A*0201 motif for 8-mer (b), 10-mer (c) and 11-mer (d) peptides. At secondary anchor positions, residues shown as preferred (or deleterious) are associated with an average binding capacity at least 3-fold greater than (or 3-fold less than) peptides of the same size carrying other residues at the same position. At the primary anchor positions, preferred residues are those associated with an average binding capacity within 10-fold of the optimal residue at the same position. Tolerated primary anchor residues are those associated with an average binding capacity between 10- and 100-fold of the optimal residue at the same position.



FIGS. 7A-7D. Position 2 fine specificity of HLA-A2-supertype molecules. ARB values of peptides bearing specific residues in position 2 were calculated for each A2-supertype molecule as described in the text, and indexed relative to the residue with the highest ARB for each specific molecule. The average (geometric) binding capacity of the peptides bearing the residue with the highest ARB were 55, 59, 89, and 41 nM for A*0202, A*0206, and A*6802, respectively.



FIGS. 8A-8D. C-terminal fine specificity of HLA-A2-supertype molecules. ARB values of peptides bearing specific residues at the C-terminus were calculated for each A2-supertype molecule as described in the text, and indexed relative to the residue with the highest ARB for each specific molecule. The average (geometric) binding capacity of the peptides bearing the residue with the highest ARB were 291, 48, 250, and 553 nM for A*0202, A*0203, A*0206, and A*6802, respectively.



FIG. 9. Map of the A*0202 motif Summary map of A*0202 motif for 9-mer (a) and 10-mer (b) peptides. At secondary anchor positions, residues shown as preferred (or deleterious) are associated with an average binding capacity at least 3-fold greater than (or 3-fold less than) peptides of the same size carrying other residues at the same position. At the primary anchor positions, preferred residues are those associated with an average binding capacity within 10-fold of the optimal residue at the same position. Tolerated primary anchor residues are those associated with an average binding capacity between 10- and 100-fold of the optimal residue at the same position.



FIG. 10. Map of the A*0203 motif. Summary maps of A*0203 motif for 9-mer (a) and 10-mer (b) peptides. At secondary anchor positions, residues shown as preferred (or deleterious) are associated with an average binding capacity at least 3-fold greater than (or 3-fold less than) peptides of the same size carrying other residues at the same position. At the primary anchor positions, preferred residues are those associated with an average binding capacity within 10-fold of the optimal residue at the same position. Tolerated primary anchor residues are those associated with an average binding capacity between 10- and 100-fold of the optimal residue at the same position.



FIG. 11. Map of the A*0206 motif. Summary maps of A*0206 motif for 9-mer (a) and 10-mer (b) peptides. At secondary anchor positions, residues shown as preferred (or deleterious) are associated with an average binding capacity at least 3-fold greater than (or 3-fold less than) peptides of the same size carrying other residues at the same position. At the primary anchor positions, preferred residues are those associated with an average binding capacity within 10-fold of the optimal residue at the same position. Tolerated primary anchor residues are those associated with an average binding capacity between 10- and 100-fold of the optimal residue at the same position.



FIG. 12. Map of the A*6802 motif. Summary maps of A*6802 motif for 9-mer (a) and 10-mer (b) peptides. At secondary anchor positions, residues shown as preferred (or deleterious) are associated with an average binding capacity at least 3-fold greater than (or 3-fold less than) peptides of the same size carrying other residues at the same position. At the primary anchor positions, preferred residues are those associated with an average binding capacity within 10-fold of the optimal residue at the same position. Tolerated primary anchor residues are those associated with an average binding capacity between 10- and 100-fold of the optimal residue at the same position.



FIG. 13. A2 supermotif consensus summary of secondary and primary anchor influences on A2-supertype binding capacity of 9-(a) and 10-mer (b) peptides. Residues shown significantly influence binding to 3 or more A2-supertype molecules. The number of molecules influenced are indicated in parentheses. At secondary anchor positions, residues are considered preferred only if they do not have a deleterious influence on more than one molecule. Preferred residues which were deleterious in the context of one molecule are indicated by reduced and italicized font. Assessment at the primary anchor positions are based on single substitution and peptide library analyses, as discussed in the text.



FIG. 14 is a flow diagram of an HLA-A purification scheme.



FIG. 15 is an SDS-PAGE analysis of affinity purified. HLA-A3.2 from the cell line EHM using an affinity column prepared with the mAb GAP A3 coupled to protein A-S epharose.


Lane 1—Molecular weight standards


Lane 2—A3.2 acid eluate


Lane 3—A3.2 a second acid eluate


Lane 4—Base elution #1


Lane 5—Base elution #2


Lane 6—Concentrated base elution1


Lane 7—Concentrated base elution 2


Lane 8—BSA—10 pg


Lane 9—BSA—3 pg


Lane 10—BSA—1 pg



FIG. 16 shows reverse phase high performance liquid chromatography (RP-HPLC) separation of HLA-A3 acid eluted 20 peptides.



FIG. 17 shows binding of a radioactively labeled peptide of the invention to MHC molecules as measured by the bound radioactivity.



FIG. 18 shows inhibition of binding of a peptide of the invention to MHC molecules in the presence of three peptides (HBc 18-27 (92-4-07), a Prostate Specific Antigen peptide (939.01), and HIV nef 73-82 (940.03)).



FIG. 19 shows the dependency of the binding on MHC concentration in the presence or absence of β2 microglobulin.



FIG. 20 shows dose dependent inhibition of binding with the addition of unlabeled peptide.



FIG. 21 Scatchard Analysis of binding to MHC A11 confirming an apparent KD of 6 nM.



FIG. 22 shows the binding of a radioactively labeled peptide of the invention to MHC A1 as measured by bound reactivity.



FIG. 23 shows dose dependent inhibition of binding with the addition of unlabeled peptide.



FIG. 24. Scatchard Analysis of binding to MHC A1 confirming an apparent KD of 21 nM.



FIG. 25 shows the binding of two peptides of this invention as a function of MHC A24 concentration as measured by bound reactivity.



FIG. 26 shows the dose dependent inhibition of binding to MHC A24 with the addition of unlabeled peptides.



FIG. 27A and FIG. 27B show the Scatchard Analysis of binding to MHC A24 of the two peptides confirming a KD of 30 and 60 nM, respectively.



FIG. 28 shows the effect on MHC class 1 molecules of β2 Microglobulin and a peptide of choice on-acid-stripped PHA blasts.



FIG. 29 shows CTL induction using GC43 A2.1 responders and autologous acid-stripped PBMCs or PHA blasts loaded with the 777.03-924.07-927.32 peptide pool.



FIG. 30 shows CTL induction using X351 or X355 A2.1 responders and autologous acid stripped PBMCs or PHA blasts as stimulators after loading with the 1044.04-1044.05-1044.06 peptide pool.



FIG. 31 shows CTL induction using GC49 A2.1 responders and Autologous Acid stripped PHA blasts as stimulators after loading with 939.03 peptide.



FIG. 32 shows CTL induction using GC66 A1 responders and autologous acid stripped PBMCs as stimulators after loading of peptide 938.01.



FIG. 33 illustrates the lysis of peptide sensitized targets and endogenous targets following stimulation with SAC-I activated PBMCs loaded with a MAGE 3 peptide.



FIG. 34 shows a comparison of the acid strip-loading with the cold temperature incubation.



FIG. 35 shows a CTL response to an immunogenic peptide for MAGE/A11.



FIG. 36 shows a CTL response to an immunogenic peptide for HIV/A3.



FIG. 37 shows a CTL response to an immunogenic peptide for HCV/A3.



FIG. 38 shows a CTL response to an immunogenic peptide for HBV/A3.



FIG. 39 shows a scattergram of the log of relative binding plotted against the “Grouped Ratio” algorithm for 9 mer peptides.



FIG. 40 shows a scattergram of the log of relative binding plotted against the average “Log of Binding” algorithm score for 9 mer peptides.



FIG. 41 and FIG. 42 show scattergrams of a set of 10-mer peptides containing preferred residues in positions 2 and 10 as scored by the “Grouped Ratio” and “Log of Binding” algorithms.



FIG. 43 shows allele specific motifs of five A3 supertype alleles: A*0301 (shown as A3), A*1101 (shown as A11), A*3101, A*3301, and A*6801. Individual residues, or groups of residues, associated for each non-anchor position with either good (“preferred”) or poor (“deleterious”) binding capacities to each individual allele are shown.



FIG. 44 shows preferred and deleterious secondary anchor residues for the refined A24 9-mer and 10-mer motifs.



FIG. 45 shows the A3 supermotif. Numbers in parenthesis indicate the number of molecules for which the residue or residue group was preferred or deleterious.



FIG. 46A and FIG. 46B summarize the motifs for the B7 supertype alleles (FIGS. 46Aa-d, 46Be) and for the B7 supermotif (FIG. 46Bf). The Figure and corresponding motif/supermotif is as follows: a) B*0702, b) B*3501, c) B51, d) B*5301, and e) B*5401. These maps were subsequently used to define the B7 supermotif (f). Values in parenthesis indicate the frequency that a residue or residue group was preferred or deleterious.



FIG. 47 shows relative average binding capacity of the A*0101 motif 9-mer peptides as a function of the different residues occurring at each of the non-anchor positions. FIG. 47a and FIG. 47b depict data, and FIG. 47c and FIG. 47d depict graphics. Data sets from either 2-9 motif (FIG. 47a), 3-9 motif (FIG. 47b) peptide sets were analyzed and tabulated [as described in the Examples]. The 2-9 and 3-9 sets contained 101 and 85 different peptides, respectively. Maps of secondary effects influencing the binding capacity of 9-mer peptides carrying the 2-9 (FIG. 47c) 3-9 mer (FIG. 47d) A*0101 motifs are also shown.



FIG. 48 shows relative average binding capacity of the A*0101 motif 10 mer peptides as function of the different residues occurring at each of the non-anchor positions. Data sets from either 2-10 mer (FIG. 48a) or 3-10 (FIG. 48b) motif sets of peptides were analyzed and tabulated. The 2-10 and 3-10 sets contained 91 and 89 different peptides, respectively. Maps of secondary effects influencing the binding capacity of 10 mer peptides carrying the 2-10 (FIG. 48c) mer and (1) and or 3-10 mer (FIG. 48d) A1 motifs are also shown.



FIG. 49 is a flow diagram of an HLA-A purification scheme.





BRIEF SUMMARY OF THE INVENTION

The present invention relates to compositions and methods for preventing, treating or diagnosing a number of pathological states such as viral diseases and cancers. Thus, provided herein are novel peptides capable of binding selected major histocompatibility complex (MHC) molecules and inducing or modulating an immune response. Some of the peptides disclosed are capable of binding human class II MHC (HLA) molecules, including HLA-DR and HLA-DQ alleles. Other peptides disclosed herein are capable of binding to human class I molecules, including one or more of the following: HLA-A1, HLA-A2.1, HLA-A3.2, HLA-A11, HLA-A24.1, HLA-B7, and HLA-B44 molecules. Other peptides disclosed are capable of binding to murine class I molecules. Also provided are compositions that include immunogenic peptides having binding motifs specific for MHC molecules. The peptides and compositions disclosed can be utilized in methods for inducing an immune response, a cytotoxic T lymphocyte (CTL) response or helper T lymphocyte (HTL) response in particular, when administered to a system.


The present invention also provides a method of identifying peptide epitopes comprising an HLA A3 supermotif. An A3 supermotif, when present in a peptide, allows the peptide to bind more than one HLA molecule that is a member of the HLA A3 supertype. An HLA supertype describes a set of HLA molecules grouped on the basis of shared peptide-binding specificities. Accordingly, HLA molecules that share similar binding repertoires for peptides bearing the HLA-A3 supermotif are grouped into the HLA A3 supertype. The HLA A3 supertype is comprised by HLA A3, A11, A31, A3301, and A6801.


The present invention provides compositions comprising immunogenic peptides having binding motifs for HLA alleles. The immunogenic peptides are about 9 to 10 residues in length and comprise conserved residues at certain positions such as a proline at position 2 and an aromatic residue (e.g., Y, W, F) or hydrophobic residue (e.g., L, I, V, M, or A) at the carboxy terminus. In particular, an advantage of the peptides of the invention is their ability to bind to two or more different HLA alleles.


The present invention also provides compositions comprising immunogenic peptides having binding motifs for MHC Class I molecules. The immunogenic peptides are typically between about 8 and about 11 residues and comprise conserved residues involved in binding proteins encoded by the appropriate MHC allele. A number of allele specific motifs have been identified.


For instance, the motif for HLA-A3.2 comprises from the N-terminus to C-terminus a first conserved residue of L, M, I, V, S, A, T and F at position 2 and a second conserved residue of K, R or Y at the C-terminal end. Other first conserved residues are C, G or D and alternatively E. Other second conserved residues are H or F. The first and second conserved residues are preferably separated by 6 to 7 residues.


The motif for HLA-A1 comprises from the N-terminus to the C-terminus a first conserved residue of T, S or M, a second conserved residue of D or E, and a third conserved residue of Y. Other second conserved residues are A, S or T. The first and second conserved residues are adjacent and are preferably separated from the third conserved residue by 6 to 7 residues. A second motif consists of a first conserved residue of E or D and a second conserved residue of Y where the first and second conserved residues are separated by 5 to 6 residues.


The motif for HLA-A11 comprises from the N-terminus to the C-terminus a first conserved residue of T or V at position 2 and a C-terminal conserved residue of K. The first and second conserved residues are preferably separated by 6 or 7 residues.


The motif for HLA-A24.1 comprises from the N-terminus to the C-terminus a first conserved residue of Y, F or W at position 2 and a C terminal conserved residue of F, I, W, M or L. The first and second conserved residues are preferably separated by 6 to 7 residues.


The present invention also provides compositions comprising immunogenic peptides having allele-specific binding motifs, such as binding motifs for HLA-A2.1 molecules. For HLA class I epitopes, which bind to the appropriate HLA Class I allele, the peptides typically comprise epitopes from 8-11 amino acids in length, often 9 to 10 residues in length, that comprise conserved residues at certain positions such as positions 2 and the C-terminal position. Moreover, the peptides preferably do not comprise negative binding residues as defined herein at other positions such as, in an HLA-A2.1 motif-bearing epitope, positions 1, 3, 6 and/or 7 in the case of peptides 9 amino acids in length and positions 1, 3, 4, 5, 7, 8 and/or 9 in the case of peptides 10 amino acids in length. For HLA class II epitopes, the peptides typically comprise a motif of 6 to about 25 amino acids for a class II HLA motif, typically, 9 to 13 amino acids in length, which is recognized by a particular HLA molecule. The present invention defines positions within a motif enabling the selection of peptides which will bind efficiently to HLA A2.1.


The invention also provides the parameters for the design of vaccines which are expected to effectively target large portions of the population. Following the guidance set forth herein, to prepare vaccines with respect to a particular infectious organism or virus or tumor, the relevant antigen is assessed to determine the location of epitopes which are most likely to effect a cytotoxic T response to an infection or tumor. By analyzing the amino acid sequence of the antigen according to the methods set forth herein, an appropriate set of epitopes can be identified. Peptides which consist of these epitopes can readily be tested for their ability to bind one or more HLA alleles characteristic of the A2 supertype. In general, peptides which bind with an affinity represented by an IC50 of 500 nM or less have a high probability of eliciting a cytotoxic T lymphocyte (CTL) response. The ability of these peptides to do so can also readily be verified. Vaccines can then be designed based on the immunogenic peptides thus identified. The vaccines themselves can consist of the peptides per se, precursors which will be expected to generate the peptides in vivo, or nucleic acids encoding these peptides for production in vivo.


Thus, in one aspect, the invention is directed to a method for identifying an epitope in an antigen characteristic of a pathogen or tumor. The epitope identified by this method is more likely to enhance an immune response in an individual bearing an allele of the A2 supertype than an arbitrarily chosen peptide. The method comprises analyzing the amino acid sequence of the antigen for segments of 8-11 amino acids, where the amino acid at position 2 is a small or aliphatic hydrophobic residue (L, I, V, M, A, T or Q) and the amino acid at the C-terminus of the segment is also a small or aliphatic hydrophobic residue (L, I, V, M, A or T). In preferred embodiments, the residue at position 2 is L or M. In other preferred embodiments, the segment contains 9-10 amino acids. In another preferred embodiment, the segment contains Q or N at position 1 and/or R, H or K at position 8, and lacks a D, E and G at position 3 when the segment is a 10-mer. Also preferred is V at position 2 and at the C-terminus.


The corresponding family of HLA molecules (i.e., the HLA-A2 supertype that binds these peptides) is comprised of at least: A *0201, A *0202, A *0203, A *0204, A*0205, A*0206, A*0207, A*0209, A*0214, A*6802, and A*6901.


Also described herein are compositions comprising immunogenic peptides having binding motif subsequences for HLA-A2.1 molecules. The immunogenic epitopes in the peptides, which bind to the appropriate MHC allele, are preferably 8-11 residues in length and more preferably 9 to 10 residues in length and comprise conserved residues at certain positions such as positions 2 and the C-terminus (often position 9). Moreover, the peptides do not comprise negative binding residues as defined herein at other positions such as positions 1, 3, 6 and/or 7 in the case of peptides 9 amino acids in length and positions 1, 3, 4, 5, 7, 8 and/or 9 in the case of peptides 10 amino acids in length. The present invention defines positions within a motif enabling the selection of peptides which will bind efficiently to HLA A2.1.


The HLA-A2.1 motif-bearing peptides comprise epitopes of 8-11 amino acids which typically have a first conserved residue at the second position from the N-terminus selected from the group consisting of L, M, I, V, A, T, and Q and a second conserved residue at the C-terminal position selected from the group consisting of V, L, I, A, M, and T. In a preferred embodiment, the peptide may have a first conserved residue at the second position from the N-terminus selected from the group consisting of V, A, T, or Q; and a second conserved residue at the C-terminal position selected from the group consisting of L, M, I, V, A, and T. Secondary anchor specificities have also been defined for the HLA-A2.1 binding motif.


The HLA-A1 motifs characterized by the presence in peptide ligands of T, S, or M as a primary anchor residue at position 2 and the presence of Y as a primary anchor residue at the C-terminal position of the epitope. An alternative allele-specific A1 motif is characterized by a primary anchor residue at position 3 rather than position 2. This motifs characterized by the presence of D, E, A, or S as a primary anchor residue in position 3, and a Y as a primary anchor residue at the C-terminal position of the epitope (see, e.g., DiBrino et al., J. Immunol., 152:620, 1994; Kondo et al., Immunogenetics 45:249, 1997; and Kubo et al., J Immunol. 152:3913, 1994 for reviews of relevant data).


The motif for HLA-A1 comprises from the N-terminus to the C-terminus a first conserved residue of T, S or M, a second conserved residue of D or E, and a third conserved residue of Y. Other second conserved residues are A, S or T. The first and second conserved residues are adjacent and are preferably separated from the third conserved residue by 6 to 7 residues. A second motif consists of a first conserved residue of E or D and a second conserved residue of Y where the first and second conserved residues are separated by 5 to 6 residues.


The HLA-A3 motif is characterized by the presence in peptide ligands of L, M, V, I, S, A, T, F, C, G, or D as a primary anchor residue at position 2, and the presence of K, Y, R, H, F, or A as a primary anchor residue at the C-terminal position of the epitope (see, e.g., DiBrino et al., Proc. Natl. Acad. Sci USA 90:1508, 1993; and Kubo et al., J Immunol. 152:3913-24, 1994).


For instance, the motif for HLA-A3.2 comprises from the N-terminus to C-terminus a first conserved residue of L, M, I, V, S, A, T and F at position 2 and a second conserved residue of K, R or Y at the C-terminal end. Other first conserved residues are C, G or D and alternatively E. Other second conserved residues are H or F. The first and second conserved residues are preferably separated by 6 to 7 residues.


The HLA-A11 motif is characterized by the presence in peptide ligands of V, T, M, L, I, S, A, G, N, C, D, or F as a primary anchor residue in position 2, and K, R, Y, or H as a primary anchor residue at the C-terminal position of the epitope (see, e.g., Zhang et al., Proc. Natl. Acad. Sci USA 90:2217-2221, 1993; and Kubo et al., J Immunol. 152:3913-3924, 1994). The first and second conserved residues are preferably separated by 6 or 7 residues.


The HLA-A3 and HLA-A11 are members of the HLA-A3 supertype family. The HLA-A3 supermotifs characterized by the presence in peptide ligands of A, L, I, V, M, S, or, T as a primary anchor at position 2, and a positively charged residue, R or K, at the C-terminal position of the epitope, e.g., in position 9 of 9-mers (see, e.g., Sidney et al., Hum. Immunol. 45:79, 1996). Exemplary members of the corresponding family of HLA molecules (the HLA-A3 supertype) that bind the A3 supermotif include A *0301, A *1101, A*3101, A*3301, and A *6801.


The invention further comprises an extended A3 supermotif, which is based on a detailed map of the secondary anchor requirements for binding to molecules of the HLA A3 supertype. The extended supermotif allows for the efficient prediction of cross-reactive binding of peptides to alleles of the A3 supertype by screening the native sequence of a particular antigen. It is also used to select analog options for peptides that bear amino acids defined by the primary supermotif. Analoging can comprise selection of desired residues at the primary and/or secondary anchor positions, thereby altering the binding affinity and immune modulating properties of the resulting analogs.


In order to identify A3 supermotif-bearing epitopes in a target antigen, a native protein sequence, e.g., a tumor-associated antigen, an infectious organism, or a donor tissue for transplantation, is screened using a means for computing, such as an intellectual calculation or a computer, to determine the presence of an A3 supermotif within the sequence. The information obtained from the analysis of native peptide can be used directly to evaluate the status of the native peptide or may be utilized subsequently to generate the peptide epitope.


The HLA-A24 motifs characterized by the presence in peptide ligands of Y, F, W, or M as a primary anchor residue in position 2, and F, L, I, or W as a primary anchor residue at the C-terminal position of the epitope (see, e.g., Kondo et al., J: Immunol. 155:4307-4312, 1995; and Kubo et al., J. Immunol. 152:3913-3924, 1994). The motif for HLA-A24.1 comprises from the N-terminus to the C-terminus a first conserved residue of Y, F or W at position 2 and a C terminal conserved residue of F, I, W, M or L. The first and second conserved residues are preferably separated by 6 to 7 residues.


The invention also comprises peptides comprising epitopes containing an HLA-B7 supermotif. Following the methods described in the copending applications noted above, certain peptides capable of binding at multiple HLA alleles which possess a common motif have been identified. The motifs of those peptides can be characterized as follows: N-XPXXXXXX(A,V,I,L,M)-C (SEQ ID NO:14618); N-XPXXXXXXX(A,V,I,L,M)-C (SEQ ID NO:14619); N-XPXXXXXX(F,W,Y)-C (SEQ ID NO:14620); and N-XPXXXXXXX(F,W,Y)-C (SEQ ID NO:14621). Motifs that are capable of binding at multiple alleles are referred to here as “supermotifs.” The particular supermotifs above are specifically called “B7-like-supermotifs.” The epitopes are 8-11 amino acids in length, often 9 or 10 amino acids in length, and comprise conserved residues of a proline at position 2 and an aromatic residue (e.g., Y, W, F) or hydrophobic residue (e.g., L, I, V, M, A) at the C-terminal position of the epitope. Peptides bearing an HLA-B7 supermotif bind to more than one HLA-B7 supertype family member. The corresponding family of HLA molecules that bind the B7 supermotif (i.e., the HLA-B7 supertype) is comprised of at least twenty six HLA-B proteins comprising at least: B*0702, B*0703, B*0704, B*0705, B*1508, B*3501, B*3502, B*3503, B*3504, B*3505, B*3506, B*3507, B*3508, B*5101, B*5102, B*5103, B*5104, B*5105, B*5301, B*5401, B*5501, B*5502, B*5601, B*5602, B*6701, and B*7801 (see, e.g., Sidney, et al., J: Immunol. 154:247, 1995; Barber, et al., Curro Bioi. 5:179, 1995; Hill, et aI., Nature 360:434, 1992; Ramannsee, et aI., Immunogenetics 41:178, 1995).


The present invention defines positions within a motif enabling the selection of peptides that will bind efficiently to more than one HLA-A, HLA-B or HLA-C alleles. Immunogenic peptides of the invention are typically identified using a computer to scan the amino acid sequence of a desired antigen for the presence of the supermotifs. Examples of antigens include viral antigens and antigens associated with cancer. An antigen associated with cancer is an antigen, such as a melanoma antigen, that is characteristic of (i.e., expressed by) cells in a malignant tumor but not normally expressed by healthy cells. Epitopes on a number of immunogenic target proteins can be identified using the sequence motifs described herein. Examples of suitable antigens particularly include hepatitis B core and surface antigens (HBVc, HBVs) hepatitis C antigens, Epstein-Barr virus antigens, and human immunodeficiency virus (HIV) antigens, and also include prostate specific antigen (PSA), melanoma antigens (e.g., MAGE-1), and human papilloma virus (HPV) antigens Lassa virus, p53 CEA, and Her2/neu; this list is not intended to exclude other sources of antigens.


Epitopes on a number of immunogenic target proteins, i.e., target antigens, have been identified. Examples of suitable antigens include tumor-associated antigens such as tyrosinase related proteins 1 and 2 (TRP 1 and TRP), which are frequently associated with melanoma; MART1; p53 and murine p53 (mp53), carcinoembryonic antigen (CEA), Her2/neu; and MAGE, including MAGE1, MAGE2, and MAGE3, which are expressed on a broad range of tumors; prostate cancer-associated antigens such as prostate specific antigen (PSA), human kallikrein (huK2), prostate specific membrane antigen (PSM), and prostatic acid phosphatase (PAP); antigens from viruses such as hepatitis B (e.g., HBV core and surface antigens (HBVc, HBVs)) hepatitis C antigens, Epstein-Barr virus, human immunodeficiency type-1 virus (HIV 1), Kaposi's sarcoma herpes (KSHV), human papilloma virus (HPV), influenza virus, and Lassa virus antigens, Mycobacterium tuberculosis (MT) antigens, trypanosome, e.g., Trypansoma cruzi (T. cruzi), antigens such as surface antigen (TSA), and malaria antigens.


The peptides are thus useful in pharmaceutical compositions for both in vivo and ex vivo therapeutic and diagnostic applications (e.g., tetramer reagents; Beckman Coulter).


The present invention also provides compositions comprising immunogenic peptides having binding motifs for non-A2 HLA alleles. The immunogenic peptides are preferably about 9 to 10 residues in length and comprise conserved residues at certain positions such as proline at position 2 and an aromatic residue (e.g., Y, W, F) or hydrophobic residue (e.g., L, I, V, M, or A) at the carboxy terminus. In particular, an advantage of the peptides of the invention is their ability to bind to two or more different HLA alleles.


Upon identification of epitopes comprising the HLA A3 supermotif, motif-bearing peptides can be isolated from a native sequence or synthesized. Accordingly, epitope-based vaccine compositions directed to a target antigen are prepared. These epitope-based vaccines preferably have enhanced, typically broadened, population coverage. The HLA-A3 supermotif-bearing epitopes comprising the vaccine composition preferably bind to more than one HLA A3 supertype molecule with a KD of less than 500 nM, and stimulate a CTL response in patients bearing an HLA A3 supertype allele to which the peptide binds.


Motif-bearing peptides may additionally be used as diagnostic, rather than immunogenic, reagents to evaluate an immune response. For example, an HLA-A3 supermotif-bearing peptide epitope may be used prognostically to analyze an immune response for the presence of specific CTL populations from patients who possess an HLA A3 supertype allele bound by the peptide epitope.


Certain specific embodiments of the invention are summarized below.


The present invention provides a method for identifying a peptide epitope predicted to bind two or more allele-specific HLA A3 supertype molecules. The peptide epitope of, for example, 8-15 amino acid residues, typically 8-11 amino acid residues, and preferably 9-10 amino acid residues, is identified in an amino acid sequence using a means for computing such as an intellectual calculation, preferably a computer, to determine the presence of an A3 supermotif within the sequence. As noted above, the A3 supermotif comprises a first primary amino acid anchor residue that is V, S, M, A, T, L, or I at position two from the amino terminal end of the epitope and a second primary amino acid anchor residue that is R or K at the carboxyl terminal end of the epitope. We note that the epitope may be comprised by a peptide or protein sequence larger than the epitope itself and still fall within the bounds of the invention.


Following identification, the peptide epitope may be synthesized such that the first residue of the motif is at the second position from the amino terminal residue of the peptide. Further, a peptide may be synthesized that comprises at least two epitopes, preferably at least two distinct epitopes.


The binding affinity of a peptide epitope in accordance with the invention for at least one HLA A3 supertype molecule is preferably determined. A preferred peptide epitope has a binding affinity of less than 500 nM for the at least one HLA A3 supertype molecule, and more preferably less than 50 nM.


Synthesis of an A3 supermotif-containing epitope may occur in vitro or in vivo. In a preferred embodiment, the peptide is encoded by a recombinant nucleic acid and expressed in a cell. The nucleic acid may encode one or more peptides, at least one of which is an epitope of the invention.


A peptide epitope of the invention, in the context of an HLA A-3 supertype molecule to which it binds, can be contacted, either in vitro or in vivo, with a cytotoxic T lymphocyte and thereby be used to elicit a T cell response in an HLA-diverse population.


A CTL response against a target antigen may be induced, preferably with peripheral blood mononuclear cells (PBMCs), from a patient that has an allele-specific HLA-A3 molecule that is a member of the A3 supertype. A CTL response can be induced by contacting the PBMCs with an A3 supermotif-bearing peptide epitope derived from the target antigen. Preferably, the supermotif-bearing epitope binds the HLA molecule with a KD of less than 500 nM. The CTLs or PBMCs may further be contacted with a helper T lymphocyte (HTL) peptide epitope, whereby both a CTL and an HTL response are induced. The CTL epitope and the HTL epitope may be comprised by a single peptide. Further, the HTL epitope may be lipidated, preferably with palmitic acid, and may be linked by a spacer molecule to the CTL epitope. The epitope may be expressed by a nucleotide sequence; in a preferred embodiment the nucleotide sequence is comprised by an attenuated viral host.


As will be apparent from the discussion below, other embodiments of methods and compositions are also within the scope of the invention. Further, novel synthetic peptides produced by any of the methods described herein are also part of the invention.


The present invention provides peptides and nucleic acids encoding them for use in vaccines and therapeutics. The invention provides methods of inducing a cytotoxic T cell response against a preselected antigen in, a patient, the method comprising contacting a cytotoxic T cell with an immunogenic peptide of the invention. The peptides of the invention may be derived from a number of antigens including viral antigens, tumor associated antigens, parasitic antigens, fungal antigens and the like. The methods of the invention can be carried out in vitro or in vivo. In a preferred embodiment the peptides are contacted with the cytotoxic T cell by administering to the patient a nucleic acid molecule comprising a sequence encoding the immunogenic peptide.


In one embodiment, the peptide is of between about 9 and about 15 residues and binds to at least two HLA-A3-like molecules with a dissociation constant of less than about 500 nM and induces a cytotoxic T cell response. The immunogenic peptides have a sequence of 9 residues comprising a binding motif from the N-terminus to the C-terminus as follows:

    • a first primary anchor residue at the second position selected from the group consisting of A, L, I, V, M, S and T and a second primary anchor residue at the ninth position selected from the group consisting of R and K; and
    • one or more secondary anchor residues selected from the group consisting of Y, F, or W, at the third position, Y, F, or W at the sixth position, Y, F, or W at the seventh position, P at the eighth position, and any combination thereof.


The invention further provides immunogenic peptides which bind to HLAA*0301 gene products. These peptides comprise a nine residue binding motif from the N-terminus to the C-terminus as follows:

    • a first primary anchor residue at the second position selected from the group consisting of A, L, I, V, M, S and T and a second primary anchor residue at the ninth position selected from the group consisting of R and K; and
    • one or more secondary anchor residues selected from the group consisting of R, H, or K at the first position, Y, F, or W, at the third position, P, R, H, K, Y, F, or W at the fourth position, A at the fifth position, Y, F, or W at the sixth position, P at the eighth position, and any combination thereof.


The invention also provides immunogenic peptides which bind to HLAA* 1101 gene products. These peptides comprise a nine residue binding motif from the N-terminus to the C-terminus as follows:

    • a first primary anchor residue at the second position selected from the group consisting of A, L, 1, V, M, S and T and a second primary anchor residue at the ninth position selected from the group consisting of R and K; and
    • a secondary anchor residue selected from the group consisting of A at the first position, Y, F, or W, at the third position, Y, F, or W at the fourth position, A at the fifth position, Y, F, or W at the sixth position, Y, F, or W at the seventh position, P at the eighth position, and any combination thereof.


The present invention is directed to methods of modulating the binding of peptide epitopes to HLA class I molecules and HLA class II molecules. The invention includes a method of modifying binding of an original peptide epitope that bears a motif correlated with binding to an HLA molecule, said motif comprising at least one primary anchor position, said at least one primary anchor position having specified therefore primary anchor amino acid residues consisting essentially of two or more residues, said method comprising exchanging the primary anchor residue of the original peptide epitope for another primary anchor residue, with the proviso that the original primary anchor residue is not the same as the exchanged primary anchor residue. A preferred embodiment of the invention includes a method where the original primary anchor residue is a less preferred residue, and the exchanged residue is a more preferred residue.


One alternative embodiment of the invention includes a method of modifying binding of an original peptide epitope that bears a motif correlated with binding to an HLA molecule, said motif comprising at least one primary anchor position having specified therefore at least one primary anchor residue, and at least one secondary anchor position having specified therefore at least one secondary residue, said method comprising exchanging the secondary anchor residue of the original peptide epitope for another secondary anchor residue, with the proviso that the original secondary anchor residue is different than the exchanged amino acid residue. In some cases the original secondary residue is a deleterious residue and the exchanged residue is a residue other than a deleterious residue and/or the original secondary anchor residue is a less preferred residue and the exchanged residue is a more preferred residue.


Another alternative embodiment is a method comprising modifying binding of an epitope that bears an HLA B7 supermotif of a primary anchor amino acid residue P at a position two and a primary anchor amino acid residue which is V, I, L, F, M, W, Y or A at a carboxyl terminus, wherein said residues are separated by at least five residues and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a primary anchor residue at the carboxyl terminus for a residue which is V, I, L, F, M, W, Y or A, with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue.


An alternative method of this embodiment includes a method wherein the primary anchor residue at the carboxyl terminus is separated from the primary anchor residue at position two by six residues. The method further comprises:

    • (a) exchanging a secondary anchor residue at position one for a residue which is F, Y, W, L, I, V, or M with the proviso that the original secondary anchor residue at positions one is not the same as the exchanged residue; or
    • (b) exchanging a secondary anchor residue at position three and/or eight for a residue which is F, Y or W with the proviso that the original secondary anchor residue at positions three, and/or eight is not the same as the exchanged residue.


A further alternative embodiment is a method comprising modifying binding of an epitope that bears an HLA B7 supermotif of a primary anchor amino acid residue P at a position two and a primary anchor amino acid residue which is V, I, L, F, M, W, Y or A at a carboxyl terminus, wherein said residues are separated by at least six residues and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a secondary anchor residue at position one for a residue which is F, Y, W, L, I, V, or M with the proviso that the original secondary anchor residue at positions one is not the same as the exchanged residue; or
    • (b) exchanging a secondary anchor residue at position three and/or eight for a residue which is F, Y or W with the proviso that the original secondary anchor residue at positions three, and/or eight is not the same as the exchanged residue;
    • (c) performing steps (a) and (b).


Another embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A2 supermotif of a primary anchor amino acid residue which is L, I, V, M, A, T, or Q at a position two and a primary anchor amino acid residue which is L, I, V, M, A, or T at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is L, I, V, M, A, T, or Q with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (b) exchanging a primary anchor residue at the carboxyl terminus of the epitope for a residue which is L, I, V, M, A, or T with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue; or,
    • (c) performing steps (a) and (b).


Also included is a method comprising modifying binding of a peptide epitope that bears an HLA A3 supermotif of a primary anchor amino acid residue which is V, S, M, A, T, L, or I at a position two and a primary anchor amino acid residue which is R or K at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is V, S, M, A, T, L, or I with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (b) exchanging a primary anchor residue at the carboxyl terminus of the epitope for a residue which is R or K with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue; or,
    • (c) performing steps (a) and (b).


The preceding embodiment may be a method where the primary anchor residue at the carboxyl terminus is separated from the primary anchor residue at position two by six residues, said method comprising:

    • (a) exchanging an original secondary anchor residue at position three, six or seven which is Y, F or W, with the proviso that the original secondary anchor residue at position three, six or seven, respectively, is not the same as the exchanged residue; or
    • (b) exchanging an original secondary anchor residue at position eight for a residue which is P with the proviso that the original secondary anchor residue at position eight is not P.


Another embodiment of the invention includes a method comprising modifying binding of a peptide epitope that bears an HLA A3 supermotif of a primary anchor amino acid residue which is V, S, M, A, T, L, or I at a position two and a primary anchor amino acid residue which is R or K at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position three, six or seven which is Y, F or W, with the proviso that the original secondary anchor residue at position three, six or seven, respectively, is not the same as the exchanged residue; or
    • (b) exchanging an original secondary anchor residue at position eight for a residue which is P with the proviso that the original secondary anchor residue at position eight is not P; or
    • (c) where the epitope bears at least one deleterious residue indicated for said supermotif in Table 138, exchanging said deleterious residue for a residue which is not deleterious; or
    • (d) performing two or more of steps (a)-(c).


Alternative embodiments of the invention include a method comprising modifying binding of a peptide epitope that bears an HLA A3 motif of a primary anchor amino acid residue which is A, L, I, V, M, S, T, F, C, G, or D at a position two and a primary anchor amino acid residue which is R, K, Y, H, F, or A at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is A, L, I, V, M, S, T, F, C, G, or D with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (b) exchanging a primary anchor residue at the carboxyl terminus of the epitope for a residue which is R, K, Y, H, F, or A with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue; or,
    • (c) performing steps (a) and (b).


Another embodiment of the invention is a method comprising modifying binding of a peptide epitope that bears an HLA A3 motif of a primary anchor amino acid residue which is A, L, I, V, M, S, T, F, C, G, or D at a position two and a primary anchor amino acid residue which is R, K, Y, H, F, or A at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position one for a residue which is R, H, or K with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue of position one; or
    • (b) exchanging a secondary anchor residue at position three for a residue which is Y, F or W with the proviso that the original secondary anchor residue at position three is not the same as the exchanged residue of position three; or,
    • (c) exchanging an original secondary anchor residue at position four for a residue which is P, R, H, K, Y, F, or W with the proviso that the original secondary anchor residue at position four is not the same as the exchanged residue at position four; or
    • (d) exchanging an original secondary anchor residue at position five for a residue which is A with the proviso that the original secondary anchor residue at position five is not A; or
    • (e) exchanging an original secondary anchor residue at position six for a residue which is Y, F or W with the proviso that the original secondary anchor residue at position six is not the same as the exchanged residue at position six; or
    • (f) exchanging an original secondary anchor residue at position eight for a residue which is P with the proviso that the original secondary anchor residue at position eight is not P; or
    • (g) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (h) performing two or more of steps (a)-(g).


Further, the invention includes a method comprising modifying binding of a peptide epitope that bears an HLA A11 motif of a primary anchor amino acid residue which is V, T, M, L, I, S, A, G, N, C, D, or F at a position two and a primary anchor amino acid residue which is K, R, Y, or H at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is V, T, M, L, I, S, A, G, N, C, D or F with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (b) exchanging a primary anchor residue at the carboxyl terminus of the epitope for a residue which is K, R, Y, or H with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue; or,
    • (c) performing steps (a) and (b).


An alternative method comprises modifying binding of a peptide epitope that bears an HLA A11 motif of a primary anchor amino acid residue which is V, T, M, L, I, S, A, G, N, C, D or F at a position two and a primary anchor amino acid residue which is K, R, Y, or H at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position one for a residue which is A with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue; or
    • (b) exchanging a secondary anchor residue at position three, four, six, or seven for a residue which is Y, F or W with the proviso that the original secondary anchor residue at position three, four, six or seven respectively is not the same as the exchanged residue at such position; or
    • (c) exchanging a secondary residue at position five for a residue which is A with the proviso that the original secondary anchor residue at position five is not the same as the exchanged residue at position five; or
    • (d) exchanging a secondary anchor residue at position eight for a residue which is P with the proviso that the original secondary anchor residue at position eight is not the same as the exchanged residue at position eight; or
    • (e) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (f) performing two or more of steps (a)-(e).


An additional embodiment of the invention comprises a method for modifying binding of a peptide epitope that bears an HLA A2.1 motif of a primary anchor amino acid residue which is L, M, V, Q, I, A, or T at a position two and a primary anchor amino acid residue which is V, L, I, M, A, or T at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is L, M, V, Q, I, A, or T with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (b) exchanging a primary anchor residue at the carboxyl terminus of the epitope for a residue which is V, L, I, M, A, or T with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue; or,
    • (c) performing steps (a) and (b).


An alternative embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A2.1 motif of a primary anchor amino acid residue which is L, M, V, Q, I, A, or T at a position two and a primary anchor amino acid residue which is V, L, I, M, A, or T at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at positions one, three, and/or five for a residue which is Y, F or W with the proviso that the original secondary anchor residue at positions one, three, and/or five respectively is not the same as the exchanged residue at such a position; or
    • (b) exchanging an original secondary anchor residue at position four for a residue which is S, T or C with the proviso that the original secondary anchor residue at position four is not the same as the exchanged residue at position four; or
    • (c) exchanging an original secondary anchor residue at position seven for a residue which is A with the proviso that the original secondary anchor residue at position seven is not A; or
    • (d) exchanging a secondary anchor residue at position eight for a residue which is P with the proviso that the original secondary anchor residue at position eight is not P; or
    • (e) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (f) performing two or more of steps (a)-(e).


Further, an additional embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A2.1 motif of a primary anchor amino acid residue which is L, M, V, Q, I, A, or T at a position two and a primary anchor amino acid residue which is V, L, I, M, A, or T at a carboxyl terminus, wherein said residues are separated by seven residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position one for a residue which is A, Y, F, or W with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue; or
    • (b) exchanging an original secondary anchor residue at position three for a residue which is L, V, I, or M with the proviso that the original secondary anchor residue at position three is not the same as the exchanged residue; or
    • (c) exchanging a secondary anchor residue at positions four and/or six for a residue which is G with the proviso that the original secondary anchor residue at position four and/or six respectively is not G; or
    • (d) exchanging an original secondary anchor residue at position eight for a residue which is F, Y, W, L, V, I or M with the proviso that the original secondary anchor residue at position eight is not the same as the exchanged residue; or
    • (e) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (f) performing two or more of steps (a)-(e).


Another embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A24 motif of a primary anchor amino acid residue which is Y, F, W or M at a position two and a primary anchor amino acid residue which is F, L, I, or W at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is Y, F, W or M with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue; or
    • (b) exchanging a primary anchor residue at the carboxyl terminus for a residue which is F, L, I, or W with the proviso that the original primary anchor residue at the carboxyl terminus is not the same as the exchanged residue; or,
    • (c) performing steps (a) and (b).


A further embodiment comprises a method of modifying binding of a peptide epitope that bears an HLA A24 motif of a primary anchor amino acid residue which is Y, F, W or M at a position two and a primary anchor amino acid residue which is F, L, I, or W at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position one for a residue which is Y, F, W, R, H, or K with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue at position one; or
    • (b) exchanging a secondary anchor residue at position four for a residue which is S, T, or C with the proviso that the original secondary anchor residue at position four is not the same as the exchanged residue; or
    • (c) exchanging a secondary anchor residue at positions seven and/or eight for a residue which is Y, F or W with the proviso that the original secondary anchor residue at positions seven and/or eight respectively is not the same as the exchanged residue at position seven or eight; or
    • (d) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (e) performing two or more of steps (a)-(d).


An alternative embodiment of the invention includes a method comprises modifying binding of a peptide epitope that bears an HLA A24 motif of a primary anchor amino acid residue which is Y, F, W, or M at a position two and a primary anchor amino acid residue which is F, L, I, or W at a carboxyl terminus, wherein said residues are separated by seven residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a secondary anchor residue at position four for a residue which is P with the proviso that the original secondary anchor residue at position four is not P; or
    • (b) exchanging an original secondary anchor residue at position five for a residue which is Y, F, W or P with the proviso that the original secondary anchor residue at position five is not the same as the exchanged residue at position five; or
    • (c) exchanging a secondary anchor residue at position seven for a residue which is P with the proviso that the original secondary anchor residue at position seven is not the same as the exchanged residue at position seven; or
    • (d) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (e) performing two or more of steps (a)-(d).


An alternative embodiment of the invention includes a method comprising modifying binding of a peptide epitope that bears an HLA A1 motif of a primary anchor amino acid residue which is S, T, or M at a position two and a primary anchor amino acid residue which is Y at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position two for a residue which is S, T, or M with the proviso that the original primary anchor residue at position two is not the same as the exchanged residue at position two.


Another embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A1 motif of a primary anchor amino acid residue which is S, T, or M at a position two and a primary anchor amino acid residue which is Y at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a secondary anchor residue at position one for a residue which is G, F, W, or Y with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue at position one; or
    • (b) exchanging an original secondary anchor residue at position three for a residue which is D, E, or A with the proviso that the original secondary anchor residue at position three is not the same as the exchanged residue at position three; or
    • (c) exchanging a secondary anchor residue at position four and/or position eight for a residue which is Y, F, or W with the proviso that the original secondary anchor residue at position four and/or eight is not the same as the exchanged residue at position four and/or eight; or
    • (d) exchanging a secondary anchor residue at position six for a residue which is P with the proviso that the original secondary anchor residue at position six is not P; or
    • (e) exchanging a secondary anchor residue at position seven for a residue which is D, E, Q, or N with the proviso that the original secondary anchor residue at position seven is not the same as the exchanged residue at position seven; or
    • (f) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (e) performing two or more of steps (a)-(f).


An additional embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A1 motif of a primary anchor amino acid residue which is S, T, or M at a position two and a primary anchor amino acid residue which is Y at a carboxyl terminus, wherein said residues are separated by seven residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a secondary anchor residue at position one for a residue which is Y, F, or W with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue at position one; or
    • (b) exchanging an original secondary anchor residue at position three for a residue which is D, E, A, Q, or N with the proviso that the original secondary anchor residue at position three is not the same as the exchanged residue at position three; or
    • (c) exchanging a secondary anchor residue at position four for a residue which is A with the proviso that the original secondary anchor residue at position four is not A; or
    • (d) exchanging a secondary anchor residue at position five for a residue which is Y, F, W, Q, or N with the proviso that the original secondary anchor residue at position five is not the same as the exchanged residue at position five; or
    • (e) exchanging a secondary anchor residue at position seven for a residue which is P, A, S, T, or C with the proviso that the original secondary anchor residue at position seven is not the same as the exchanged residue at position seven; or
    • (f) exchanging a secondary anchor residue at position eight for a residue which is G, D, or E with the proviso that the original secondary anchor residue at position eight is not the same as the exchanged residue at position seven; or
    • (g) exchanging a secondary anchor residue at position nine for a residue which is P with the proviso that the original secondary anchor residue at position nine is not P; or
    • (h) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (i) performing two or more of steps (a)-(h).


Further, a method of the invention comprises modifying binding of a peptide epitope that bears an HLA A1 motif of a primary anchor amino acid residue which is D, E, A, or S at a position three and a primary anchor amino acid residue which is Y at a carboxyl terminus, wherein said residues are separated by at least five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position three for a residue which is D, E, A, or S with the proviso that the original primary anchor residue at position three is not the same as the exchanged residue at position three.


Another embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA A1 motif of a primary anchor amino acid residue which is D, E, A, or S at a position three and a primary anchor amino acid residue which is Y at a carboxyl terminus, wherein said residues are separated by five residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a secondary anchor residue at position one for a residue which is G, R, H, or K with the proviso that the original secondary anchor residue at position one is not the same as the exchanged residue at position one; or
    • (b) exchanging an original secondary anchor residue at position two for a residue which is A, S, T, C, L, I, V, or M with the proviso that the original secondary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (c) exchanging a secondary anchor residue at position four for a residue which is G, S, T, or C with the proviso that the original secondary anchor residue at position four is not the same as the exchanged residue at position four; or
    • (d) exchanging a secondary anchor residue at position six for a residue which is A, S, T, or C with the proviso that the original secondary anchor residue at position six is not the same as the exchanged residue at position six; or
    • (e) exchanging a secondary anchor residue at position seven for a residue which is L, I, V, or M with the proviso that the original secondary anchor residue at position seven is not the same as the exchanged residue at position seven; or
    • (f) exchanging a secondary anchor residue at position eight for a residue which is D or E with the proviso that the original secondary anchor residue at position eight is not the same as the exchanged residue at position eight; or
    • (g) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (h) performing two or more of steps (a)-(g).


An alternative method of the invention comprises modifying binding of a peptide epitope that bears an HLA A1 motif of a primary anchor amino acid residue which is D, E, A, or S at a position three and a primary anchor amino acid residue which is Y at a carboxyl terminus, wherein said residues are separated by six residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging a secondary anchor residue at position one, position five, and/or position nine for a residue which is Y, F, or W with the proviso that the original secondary anchor residue at position one, position five, and/or position nine is not the same as the exchanged residue at position one, position five, or position nine; or
    • (b) exchanging an original secondary anchor residue at position two for a residue which is S, T, C, L, I, V, or M with the proviso that the original secondary anchor residue at position two is not the same as the exchanged residue at position two; or
    • (c) exchanging a secondary anchor residue at position four for a residue which is A with the proviso that the original secondary anchor residue at position four is not A; or
    • (d) exchanging a secondary anchor residue at position seven for a residue which is P or G with the proviso that the original secondary anchor residue at position seven is not the same as the exchanged residue at position seven; or
    • (e) exchanging a secondary anchor residue at position eight for a residue which is G with the proviso that the original secondary anchor residue at position eight is not G; or
    • (f) where the epitope bears at least one deleterious residue indicated for said motif in Table 138, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (g) performing two or more of steps (a)-(f).


An additional embodiment of the invention comprises a method of modifying binding of an epitope that bears an HLA DR motif or supermotif of a primary anchor amino acid residue which is L, I, V, M, F, W, or Y at a position one and a primary anchor amino acid residue which is C, S, T, P, A, L, I, V, or M at a position six, wherein said residues are separated by 4 residues and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position one for a residue which is L, I, V, M, F, W, or Y, with the proviso that the original primary anchor residue at position one is not the same as the exchanged residue; or
    • (b) exchanging an original primary anchor residue at position six for a residue which is C, S, T, P, A, L, I, V, or M, with the proviso that the original primary anchor residue at position six is not the same as the exchanged residue; or
    • (c) performing steps (a) and (b).


Alternative embodiments of the invention also include a method comprising of modifying binding of a peptide epitope that bears an HLA DR4 motif of a primary anchor amino acid residue which is F, M, Y, L, I, V, or W at a position one and a primary anchor amino acid residue which is V, S, T, C, P, A, L, I, or M at a position six, wherein said residues are separated by four residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position two for a residue which is M with the proviso that the original secondary anchor residue at position two is not M; or
    • (b) exchanging an original secondary anchor residue at position three for a residue which is T with the proviso that the original secondary anchor residue at position three is not T; or
    • (c) exchanging an original secondary anchor residue at position five for a residue which is I with the proviso that the original secondary anchor residue at position five is not I; or
    • (d) exchanging an original secondary anchor residue at position seven for a residue which is M or H with the proviso that the original secondary anchor residue at position seven is not the same as the exchanged residue at position seven; or
    • (e) where the epitope bears at least one deleterious residue indicated for said motif in Table 139, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (f) performing two or more of steps (a)-(e).


An additional embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA DR1 motif of a primary anchor amino acid residue which is F, M, Y, L, I, V, or W at a position one and a primary anchor amino acid residue which is V, M, A, T, S, P, L, or I at a position six, wherein said residues are separated by four residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position four for a residue which is P, A, M, or Q with the proviso that the original secondary anchor residue at position four is not the same as the exchanged residue at position four.
    • (b) exchanging an original secondary anchor residue at position seven for a residue which is M with the proviso that the original secondary anchor residue at position seven is not M; or
    • (c) exchanging an original secondary anchor residue at position nine for a residue which is A, V, or M with the proviso that the original secondary anchor residue at position nine is not the same as the exchanged residue at position nine; or
    • (d) where the epitope bears at least one deleterious residue indicated for said motif in Table 139, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (e) performing two or more of steps (a)-(d).


Further, an embodiment of the invention comprises a method of modifying binding of a peptide epitope that bears an HLA DR7 motif of a primary anchor amino acid residue which is F, M, Y, L, I, V, or W at a position one and a primary anchor amino acid residue which is I, V, M, S, A, C, T, P, or L at a position six, wherein said residues are separated by four residues, and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original secondary anchor residue at position two and/or position seven for a residue which M with the proviso that the original secondary anchor residue at position two and/or seven is not M;
    • (b) exchanging an original secondary anchor residue at position three for a residue which is W with the proviso that the original secondary anchor residue at position three is not M; or
    • (c) exchanging an original secondary anchor residue at position four for a residue which is A with the proviso that the original secondary anchor residue at position four is not A; or
    • (d) exchanging an original secondary anchor residue at position nine for a residue which is I or V with the proviso that the original secondary anchor residue at position nine is not the same as the exchanged residue; or
    • (e) where the epitope bears at least one deleterious residue indicated for said motif in Table 139, exchanging said deleterious residue for a residue which is not a deleterious residue; or
    • (f) performing two or more of steps (a)-(e).


An additional embodiment of the invention comprises a method of modifying binding of an epitope that bears an HLA DR3 motif of a primary anchor amino acid residue which is L, I, V, M, F, or Y at a position one and a primary anchor amino acid residue which is D at a position four, wherein said residues are separated by two residues and wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position one for a residue which is L, I, V, M, F, or Y, with the proviso that the original primary anchor residue at position one is not the same as the exchanged residue.


Another embodiment of the invention comprises a method of modifying binding of an epitope that bears an HLA DR3 motif of a primary anchor amino acid residue which is L, I, V, M, F, A, or Y at a position 1 and a primary anchor amino acid residue which is D, N, Q, E, S, or T at a position four, and a primary anchor amino acid residue which is K, R, or H at a position six, wherein the amino acid positions are numbered consecutively from an amino to carboxyl orientation, said method comprising:

    • (a) exchanging an original primary anchor residue at position one for a residue which is L, I, V, M, F, A, or Y with the proviso that the original primary anchor residue at position one is not the same as the exchanged residue; or
    • (b) exchanging an original primary anchor residue at position four for a residue which is D, N, Q, E, S, or T with the proviso that the original primary anchor residue at position four is not the same as the exchanged residue; or
    • (c) exchanging an original primary anchor residue at position six for a residue which is K, R, or H with the proviso that the original primary anchor residue at position six is not the same as the exchanged residue; or
    • (d) performing two or more of steps (a)-(c).


Lastly, an additional embodiment of the invention comprises a method of modifying an epitope to alter its stability by exchanging a C residue for a residue which is α-amino butyric acid.


As will be apparent from the discussion below, other methods and embodiments are also contemplated. Further, novel synthetic peptides produced by any of the methods described herein are also part of the invention.


DEFINITIONS

The following definitions are provided to enable one of ordinary skill in the art to understand some of the preferred embodiments of invention disclosed herein. It is understood, however, that these definitions are exemplary only and should not be used to limit the scope of the invention as set forth in the claims. Those of ordinary skill in the art will be able to construct slight modifications to the definitions below and utilize such modified definitions to understand and practice the invention disclosed herein. Such modifications, which would be obvious to one of ordinary skill in the art, as they may be applicable to the claims set forth below, are considered to be within the scope of the present invention. If a definition set forth in this section is contrary to or otherwise inconsistent with a definition set forth in patents, published patent applications and other publications and sequences from GenBank and other data bases that are herein incorporated by reference, the definition set forth in this section prevails over the definition that is incorporated herein by reference.


An “HLA supertype or family”, as used herein, describes sets of HLA molecules grouped on the basis of shared peptide-binding specificities, rather than serologic supertypes based on shared antigenic determinants. HLA class I molecules that share somewhat similar binding affinity for peptides bearing certain amino acid motifs are grouped into HLA supertypes. The terms “HLA superfamily,” “HLA supertype family,” “HLA family,” and “HLA xx-like molecules” (where xx denotes a particular HLA type), are synonyms.


An “HLA-A3-like” HLA molecule (also referred to as an allele as used herein refers to a group of HLA molecules encoded by HLA-A alleles that share an overlapping peptide binding motif with the HLA-A3 supermotif disclosed here. The 9 residue supermotif shared by these alleles comprises the following primary anchor residues: A, L, I, V, M, S, or, T at position 2 and positively charged residues, such as R and K at position 9 (the C-terminus in 9-mers). Exemplary members of this family, identified by either serology or DNA typing, include: A3 (A*0301), A11 (A*1101, A31 (A*3101), A*3301, and A*6801. Other members of the family include A34 A66 and A*7401. As explained in detail below, binding to each of the individual alleles can be finely modulated by substitutions at the secondary anchor positions.


The “HLA-A2-like” supertype is characterized by a preference for peptide ligands with small or aliphatic amino acids (L,1, V, M A and T at position 2 and the C-terminus. The family is comprised of at least eight HLA-A alleles (A*0201, A*0202, A*0203, A*0204, A*0205, A*0206, A*6802, and A*6901).


The “HLA-B7-like” supertype is comprised of products from at least a dozen HLA-B alleles (B7, B*3501-3, B51 B*5301 B*5401 B*5501 B*5502 B*5601 BB*6701, and B*7801) (Sidney, et al., J Immunol 154:247 (1995); Barber, et al., Curr Biol 5:179 (1995); Hill, et al., Nature 360:434 (1992); Rammensee et al. Immunogeneties 41:178 (1995)), and is characterized by molecules that recognize peptides bearing proline in position 2 and hydrophobic or aliphatic amino acids (L, I, V, W, and Y) at their C-terminus.


As used herein, the term “IC50” refers to the concentration of peptide in a binding assay at which 50% inhibition of binding of a reference peptide is observed. Depending on the conditions in which the assays are run (i.e., limiting MHC proteins and labeled peptide concentrations), these values may approximate KD values. It should be noted that IC50 values can change, often dramatically, if the assay conditions are varied, and depending on the particular reagents used (e.g., HLA preparation, etc.). For example, excessive concentrations of HLA molecules will increase the apparent measured IC50 of a given ligand.


Alternatively, binding is expressed relative to a reference peptide. As a particular assay becomes more, or less, sensitive, the IC50's of the peptides tested may change somewhat. However, the binding relative to the reference peptide will not change. For example, in an assay run under conditions such that the IC50 of the reference peptide increases 10-fold, the IC50 values of the test peptides will also shift approximately 10-fold. Therefore, to avoid ambiguities, the assessment of whether a peptide is a good, intermediate, weak, or negative binder is generally based on its IC50, relative to the IC50 of a standard peptide. The binding may be reported as a ratio or the ratio may be used to normalize the IC50 value as described in Example 1.


As used herein, “high affinity” with respect to peptide binding to HLA class I molecules is defined as binding with an KD (or IC50) of less than 50 nM. “Intermediate affinity” is binding with a KD (or IC50) of between about 50 and about 500 nM. As used herein, “high affinity” with respect to binding to HLA class II molecules is defined as binding with an KD (or IC50) of less than 100 nM. “Intermediate affinity” is binding with a KD (or IC50) of between about 100 and about 1000 nM. Assays for determining binding are described in detail, e.g., in PCT publications WO 94/20127 and WO 94/03205.


Binding may also be determined using other assay systems including those using: live cells (e.g., Ceppellini et al., Nature 339:392 (1989); Christnick et al., Nature 352:67 (1991); Busch et al., Int. Immunol. 2:443 (1990); Hill et al., J Immunol. 147:189 (1991); del Guercio et al., J Immunol. 154:685 (1995)), cell free systems using detergent lysates (e.g., Cerundolo et al., J Immunol. 21:2069 (1991)), immobilized purified MHC (e.g., Hill et al., J Immunol. 152, 2890 (1994); Marshall et al., J Immunol. 152:4946 (1994)), ELISA systems (e.g., Reay et al., EMBO J 11:2829 (1992)), surface plasmon resonance (e.g., Khilko et al., J Biol. Chem. 268:15425 (1993)); high flux soluble phase assays (Hammer et al., J. Exp. Med. 180:2353 (1994)), and measurement of class I MHC stabilization or assembly (e.g., Ljunggren et al., Nature 346:476 (1990); Schumacher et al., Cell 62:563 (1990); Townsend et al., Cell 62:285 (1990); Parker et al., J Immunol. 149:1896 (1992))


The relationship between binding affinity for MHC class I molecules and immunogenicity of discrete peptide epitopes has been analyzed in two different experimental approaches (Sette, et al., J. Immunol., 153:5586-92 (1994)). In the first approach, the immunogenicity of potential epitopes ranging in MHC binding affinity over a 10,000-fold range was analyzed in HLA-A*0201 transgenic mice. In the second approach, the antigenicity of approximately 100 different hepatitis B virus (HBV)-derived potential epitopes, all carrying A*0201 binding motifs, was assessed by using PBL of acute hepatitis patients. In both cases, it was found that an affinity threshold of approximately 500 nM (preferably 500 nM or less) determines the capacity of a peptide epitope to elicit a CTL response. These data correlate well with class I binding affinity measurements of either naturally processed peptides or previously described T cell epitopes. These data indicate the important role of determinant selection in the shaping of T cell responses.


The term “peptide” is used interchangeably with “oligopeptide” in the present specification to designate a series of residues, typically L-amino acids, connected one to the other typically by peptide bonds between the alpha-amino and carbonyl groups of adjacent amino acids. In certain embodiments, the oligopeptides of the invention are less than about 15 residues in length and usually consist of between about 8 and about 11 residues, preferably 9 or 10 residues. In certain embodiments, the oligopeptides are generally less than 250 amino acids in length, and can be less than 150, 100, 75, 50, 25, or 15 amino acids in length. Further, an oligopeptide of the invention can be such that it does not comprise more than 15 contiguous amino acids of a native antigen. The preferred CTL-inducing peptides of the invention are 13 residues or less in length and usually consist of between about 8 and about 11 residues, preferably 9 or 10 residues.


“Synthetic peptide” refers to a peptide that is not naturally occurring, but is man-made using such methods as chemical synthesis or recombinant DNA technology.


The nomenclature used to describe peptide compounds follows the conventional practice wherein the amino group is presented to the left (the N-terminus) and the carboxyl group to the right (the C-terminus) of each amino acid residue. In the formulae representing selected specific embodiments of the present invention, the amino- and carboxyl-terminal groups, although not specifically shown, are in the form they would assume at physiologic pH values, unless otherwise specified. In the amino acid structure formulae, each residue is generally represented by standard three letter or single letter designations. The L-form of an amino acid residue is represented by a capital single letter or a capital first letter of a three-letter symbol, and the D-form for those amino acids having D-forms is represented by a lower case single letter or a lower case three letter symbol. Glycine has no asymmetric carbon atom and is simply referred to as “Gly” or G. Symbols for each amino acids are shown below:









TABLE 1







Amino acids with their abbreviations









Amino acid
Three letter code
Single letter code





Alanine
Ala
A


Arginine
Arg
R


Asparagine
Asn
N


Aspartic acid
Asp
D


Cysteine
Cys
C


Glutamine
Gln
Q


Glutamic acid
Glu
E


Glycine
Gly
G


Histidine
His
H


Isoleucine
Ile
I


Leucine
Leu
L


Lysine
Lys
K


Methionine
Met
M


Phenylalanine
Phe
F


Proline
Pro
P


Serine
Ser
S


Threonine
Thr
T


Tryptophan
Trp
W


Tyrosine
Tyr
Y


Valine
Val
V









In some embodiments, as used herein, the term “peptide” is used interchangeably with “epitope” in the present specification to designate a series of residues, typically L-amino acids, connected one to the other, typically by peptide bonds between the c′-amino and carboxyl groups of adjacent amino acids, that binds to a designated MHC allele.


With regard to a particular amino acid sequence, an “epitope” is a set of amino acid residues which is involved in recognition by a particular immunoglobulin, or in the context of T cells, those residues necessary for recognition by T cell receptor proteins and/or Major Histocompatibility Complex (MHC) receptors. In an immune system setting, in vivo or in vitro, an epitope is the collective features of a molecule, such as primary, secondary and tertiary peptide structure, and charge, that together form a site recognized by an immunoglobulin, T cell receptor or HLA molecule. Throughout this disclosure epitope and peptide are often used interchangeably.


It is to be appreciated that protein or peptide molecules that comprise an epitope of the invention as well as additional amino acid(s) are still within the bounds of the invention. In certain embodiments, there is a limitation on the length of a peptide of the invention. The embodiment that is length-limited occurs when the protein/peptide comprising an epitope of the invention comprises a region (i.e., a contiguous series of amino acids) having 100% identity with a native sequence. In order to avoid the definition of epitope from reading, e.g., on whole natural molecules, there is a limitation on the length of any region that has 100% identity with a native peptide sequence. Thus, for a peptide comprising an epitope of the invention and a region with 100% identity with a native peptide sequence, the region with 100% identity to a native sequence generally has a length of: less than or equal to 600 amino acids, often less than or equal to 500 amino acids, often less than or equal to 400 amino acids, often less than or equal to 250 amino acids, often less than or equal to 100 amino acids, often less than or equal to 85 amino acids, often less than or equal to 75 amino acids, often less than or equal to 65 amino acids, and often less than or equal to 50 amino acids. In certain embodiments, an “epitope” of the invention is comprised by a peptide having a region with less than 51 amino acids that has 100% identity to a native peptide sequence, in any increment down to 5 amino acids.


Accordingly, peptide or protein sequences longer than 600 amino acids are within the scope of the invention, so long as they do not comprise any contiguous sequence of more than 600 amino acids that have 100% identity with a native peptide sequence. For any peptide that has five contiguous residues or less that correspond to a native sequence, there is no limitation on the maximal length of that peptide in order to fall within the scope of the invention. It is presently preferred that a CTL epitope be less than 600 residues long in any increment down to eight amino acid residues.


A “dominant epitope” induces an immune response upon immunization with whole native antigens which comprise the epitope. (See, e.g., Sercarz, et al., Annu. Rev. Immunol. 11:729-766 (1993)). Such a response is cross-reactive in vitro with an isolated peptide epitope.


A “cryptic epitope” elicits a response by immunization with isolated peptide, but the response is not cross-reactive in vitro when intact whole protein which comprises the epitope is used as an antigen.


A “subdominant epitope” is an epitope which evokes little or no response upon immunization with whole antigens which comprise the epitope, but for which a response can be obtained by immunization in vivo or in vitro with an isolated epitope, and this response (unlike the case of cryptic epitopes) is detected when whole protein is used to recall the response in vitro.


A “pharmaceutical excipient” comprises a material such as an adjuvant, a carrier, pH-adjusting and buffering agents, tonicity adjusting agents, wetting agents, preservatives, and the like.


As used herein, the term “pharmaceutically acceptable” refers to a generally non-toxic, inert, and/or physiologically compatible composition.


As used herein, the term “protective immune response” or “therapeutic immune response” refers to a CTL and/or an HTL response to an antigen derived from an infectious agent or a tumor antigen, which in some way prevents or at least partially arrests disease symptoms, side effects or progression. The immune response may also include an antibody response that has been facilitated by the stimulation of helper T cells.


In certain embodiments, an “immunogenic peptide” is a peptide which comprises an allele-specific motif such that the peptide will bind an MHC (HLA) molecule and induce a CTL response. Immunogenic peptides of the invention are capable of binding to an appropriate class I MHC molecule (e.g., HLA-A2.1) and inducing a cytotoxic T cell response against the antigen from which the immunogenic peptide is derived.


An “immunogenic response” includes one that stimulates a CTL and/or HTL response in vitro and/or in vivo as well as modulates an ongoing immune response through directed induction of cell death (or apoptosis) in specific T cell populations.


In certain embodiments, an “immunogenic peptide” or “peptide epitope” is a peptide which comprises an allele-specific motif or supermotif such that the peptide will bind an HLA molecule and induce a CTL or HTL response. Thus, immunogenic peptides of the invention are capable of binding to an appropriate HLA molecule and thereafter inducing a cytotoxic T cell response, or a helper T cell response, to the antigen from which the immunogenic peptide is derived.


Immunogenic peptides of the invention are capable of binding to an appropriate HLA-A2 molecule and inducing a cytotoxic T-cell response against the antigen from which the immunogenic peptide is derived. The immunogenic peptides of the invention are less than about 15 residues in length, often less than 12 residues in length and usually consist of between about 8 and about 11 residues, preferably 9 or 10 residues.


The term “derived” when used to discuss an epitope is a synonym for “prepared.” A derived epitope can be isolated from a natural source, or it can be synthesized in accordance with standard protocols in the art. Synthetic epitopes can comprise artificial amino acids “amino acid mimetics,” such as D isomers of natural occurring L amino acids or non-natural amino acids such as cyclohexylalanine. A derived/prepared epitope can be an analog of a native epitope.


Immunogenic peptides are conveniently identified using the algorithms of the invention. The algorithms are mathematical procedures that produce a score which enables the selection of immunogenic peptides. Typically one uses the algorithmic score with a “binding threshold” to enable selection of peptides that have a high probability of binding at a certain affinity and will in turn be immunogenic. The algorithm is based upon either the effects on MHC binding of a particular amino acid at a particular position of a peptide or the effects on binding of a particular substitution in a motif containing peptide.


The term “residue” refers to an amino acid or amino acid mimetic incorporated into an oligopeptide by an amide bond or amide bond mimetic.


A “conserved residue” is an amino acid which occurs in a significantly higher frequency than would be expected by random distribution at a particular position in a peptide. Typically a conserved residue is one where the MHC structure may provide a contact point with the immunogenic peptide. At least one to three or more, preferably two, conserved residues within a peptide of defined length defines a motif for an immunogenic peptide. These residues are typically in close contact with the peptide binding groove, with their side chains buried in specific pockets of the groove itself. Typically, an immunogenic peptide will comprise up to three conserved residues, more usually two conserved residues.


Alternatively, a “conserved residue” is a conserved amino acid occupying a particular position in a peptide motif typically one where the MHC structure may provide a contact point with the immunogenic peptide. One to three, typically two, conserved residues within a peptide of defined length defines a motif for an immunogenic peptide. These residues are typically in close contact with the peptide binding groove, with their side chains buried in specific pockets of the groove itself.


A “primary anchor residue” is an amino acid at a specific position along a peptide sequence which is understood to provide a contact point between the immunogenic peptide and the HLA molecule. One to three, usually two, primary anchor residues within a peptide of defined length generally defines a “motif” for an immunogenic peptide. These residues are understood to fit in close contact with peptide binding grooves of an HLA molecule, with their side chains buried in specific pockets of the binding grooves themselves. For example, analog peptides have been created by altering the presence or absence of particular residues in these primary anchor positions. Such analogs are used to finely modulate the binding affinity of a peptide comprising a particular motif or supermotif. Typically, the primary anchor residues are located in the 2 and 9 position of 9 residue peptide.


A “secondary anchor residue” is an amino acid at a position other than a primary anchor position in a peptide. The secondary anchor residues are said to occur at secondary anchor positions. A secondary anchor residue occurs at a significantly higher frequency than would be expected by random distribution of amino acids at one position. A secondary anchor residue can be identified as a residue which is present at a higher frequency among high affinity binding peptides, or a residue otherwise associated with high affinity binding. For example, analog peptides have been created by altering the presence or absence of particular residues in these secondary anchor positions. Such analogs are used to finely modulate the binding affinity of a peptide comprising a particular motif or supermotif.


As used herein, “negative binding residues” or “deleterious” residues are amino acids which if present at certain positions (for example, positions 1, 3 and/or 7 of a 9-mer) (typically not primary anchor positions) will, in certain embodiments, result in decreased binding affinity for its target HLA molecule, and in certain embodiments, will result in a peptide being a nonbinder or poor binder and in turn fail to be immunogenic (i.e., induce a CTL response) or induce a CTL response despite the presence of the appropriate conserved residues within the peptide. For motif-bearing peptides, by definition negative residues will not be at primary anchor positions.


The term “motif” refers to the pattern of residues in a peptide of defined length, usually about 8 to about 11 amino acids, which is recognized by a particular MHC allele (one or more HLA molecules). The peptide motifs are typically different for each human MHC allele and differ in the pattern of the highly conserved residues and negative residues. Peptide motifs are often unique for the protein encoded by each human HLA allele, differing in their pattern of the primary and secondary anchor residues. Typically as used herein, a “motif” refers to that pattern of residues which is recognized by an HLA molecule encoded by a particular allele.


The binding motif for an allele can be defined with increasing degrees of precision. In one case, all of the conserved residues are present in the correct positions in a peptide and there are no negative residues in positions 1, 3 and/or 7.


The designation of a residue position in an epitope as the “carboxyl terminus” or the “carboxyl terminal position” refers to the residue position at the end of the epitope which is nearest to the carboxyl terminus of a peptide, which is designated using conventional nomenclature as defined below. The “carboxyl terminal position” of the epitope may or may not actually correspond to the end of the peptide or polypeptide.


The designation of a residue position in an epitope as “amino terminus” or “amino-terminal position” refers to the residue position at the end of the epitope which is nearest to the amino terminus of a peptide, which is designated using conventional nomenclature as defined below. The “amino terminal position” of the epitope may or may not actually correspond to the end of the peptide or polypeptide.


The term “tolerated residue” is a synonym for a “less preferred residue”. A “tolerated” residue refers to an anchor residue specific for a particular motif, the presence of which residue is correlated with suboptimal, but acceptable, binding to the particular HLA molecule.


A “motif bearing peptide” or “peptide which comprises a motif” refers to a peptide that comprises primary anchors specified for a given motif or supermotif.


In certain embodiments, a “supermotif” is a peptide binding specificity shared by HLA molecules encoded by two or more HLA alleles. Preferably, a supermotif-bearing peptide is recognized with high or intermediate affinity (as defined herein) by two or more HLA molecules or antigens.


Alternatively, the term “supermotif” refers to motifs that, when present in an immunogenic peptide, allow the peptide to bind more than one HLA antigen. The supermotif preferably is recognized with high or intermediate affinity (as defined herein) by at least one HLA allele having a wide distribution in the human population, preferably recognized by at least two alleles, more preferably recognized by at least three alleles, and most preferably recognized by more than three alleles.


“Human Leukocyte Antigen” or “HLA” is a human class I or class II Major Histocompatibility Complex (MHC) protein (see, Stites, et al., IMMUNOLOGY, 8TH ED., Lange Publishing, Los Altos, Calif. (1994).


“Major Histocompatibility Complex” or “MHC” is a cluster of genes which plays a role in control of the cellular interactions responsible for physiologic immune responses. In humans, the MHC complex is also known as the HLA complex. For a detailed description of the MHC and HLA complexes, see, Paul, FUNDAMENTAL IMMUNOLOGY, 3RD ED., Raven Press, New York, 1993.


“Heteroclitic analogs” are defined herein as a peptide with increased potency for a specific T cell, as measured by increased responses to a given dose, or by a requirement of lesser amounts to achieve the same response as a homologous native class I peptide. Advantages of heteroclitic analogs include that the antigens can be more potent, or more economical (since a lower amount is required to achieve the same effect as a homologous class I peptide). In addition, heteroclitic analogs are also useful to overcome antigen-specific T cell unresponsiveness (T cell tolerance).


The phrases “isolated” or “biologically pure” refer to material which is substantially or essentially free from components which normally accompany it as found in its native state. Thus, the peptides of this invention do not contain materials normally associated with their in situ environment, e.g., MHC I molecules on antigen presenting cells. Even where a protein has been isolated to a homogenous or dominant band, there are trace contaminants in the range of 5-10% of native protein which co-purify with the desired protein. Isolated peptides of this invention do not contain such endogenous co-purified protein.


“Peripheral blood mononuclear cells” (PBMCs) are cells found in from the peripheral blood of a patient. PBMCs comprise, e.g., CTLs and HTLs and antigen presenting cells. These cells can contact an antigen in vivo, or be obtained from a mammalian source and contacted with an antigen in vitro.


“Cross-reactive binding” indicates that a peptide is bound by more than one HLA molecule; a synonym is degenerate binding.


“Promiscuous recognition” is where the same peptide bound by different HLA molecules is recognized by the same T cell clone. It may also refer to the ability of a peptide to be recognized by a single T cell receptor in the context of multiple HLA alleles.


“Link” or “join” refers to any method known in the art for functionally connecting peptides, including, without limitation, recombinant fusion, covalent bonding, disulfide bonding, ionic bonding, hydrogen bonding, and electrostatic bonding.


A “non-native” sequence or “construct” refers to a sequence that is not found in nature, i.e., is “non-naturally occurring”. Such sequences include, e.g., peptides that are lipidated or otherwise modified, and polyepitopic compositions that contain epitopes that are not contiguous in a native protein sequence.


As used herein, a “vaccine” is a composition that contains one or more peptides of the invention, see, e.g., TABLE 2, TABLE 11, TABLE 12, TABLE 10, TABLE 11, TABLE 12, TABLE 13, TABLE 14, TABLE 15, TABLE 16, TABLE 17, TABLE 18, TABLE 19, and TABLE 20. There are numerous embodiments of vaccines in accordance with the invention, such as by a cocktail of one or more peptides; one or more peptides of the invention comprised by a polyepitopic peptide; or nucleic acids that encode such peptides or polypeptides, e.g., a minigene that encodes a polyepitopic peptide. The “one or more peptides” can include any whole unit integer from 1-150, e.g., at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, 100, 105, 110, 115, 120, 125, 130, 135, 140, 145, or 150 or more peptides of the invention. The peptides or polypeptides can optionally be modified, such as by lipidation, addition of targeting or other sequences. HLA class I-binding peptides of the invention can be linked to HLA class II-binding peptides, to facilitate activation of both cytotoxic T lymphocytes and helper T lymphocytes. Vaccines can comprise peptide pulsed antigen presenting cells, e.g., dendritic cells.


DETAILED DESCRIPTION OF THE INVENTION

Certain embodiments of the present invention relate in part to an epitope-based approach for vaccine design. Such an approach is based on the well-established finding that the mechanism for inducing CTL immune response comprises the step of presenting a CTL epitope as a peptide of about 8-11 amino acids bound to an HLA molecule displayed on an antigen-presenting cell. The HLA molecule is the product of a class I MHC wherein the product is expressed on most nucleated cells.


Certain embodiments of the present invention relate to the determination of allele-specific peptide motifs for human Class I (and class II) MHC (sometimes referred to as HLA) allele subtypes. These motifs are then used to define T cell epitopes from any desired antigen, particularly those associated with human viral diseases, cancers or autoimmune diseases, for which the amino acid sequence of the potential antigen or auto-antigen targets is known.


Certain embodiments of the present invention relate to peptides comprising allele-specific peptide motifs and supermotifs which bind to HLA class I and class II molecules, in particular, HLA-A3-like alleles. Such motifs (i.e., allele-specific motifs or supermotifs) are then used to identify, prepare and modify epitopes from a source protein which are recognized and bound by HLA molecules, e.g., to create analogs of any desired peptide antigen, particularly those associated with human cancers and precancerous conditions, and from infectious agents such as viruses, bacteria, fungi, and protozoal parasite.


As noted above, high HLA binding affinity is correlated with higher immunogenicity. Higher immunogenicity can be manifested in several different ways. For instance, a higher binding peptide will be immunogenic more often. Close to 90% of high binding peptides are immunogenic, as contrasted with about 50% of the peptides which bind with intermediate affinity. A higher binding peptide will also lead to a more vigorous response. As a result, less peptide is required to elicit a similar biological effect. Thus, in some embodiments of the invention high binding epitopes are particularly desired.


In some embodiments of the invention, the identification of subdominant, as opposed to dominant epitopes is desired. In the nomenclature adopted here (see, Sercarz, et al., (1993), supra), a “dominant epitope” induces a response upon immunization with whole native antigens. Such a response is cross-reactive in vitro with the peptide epitope. A “cryptic epitope” elicits a response by peptide immunization, but is not cross-reactive in vitro when intact whole protein is used as an antigen. Finally, a “subdominant epitope” is an epitope which evokes little or no response upon immunization with whole antigens, but for which a response can be obtained by peptide immunization, and this response (unlike the case of cryptic epitopes) is detected when whole protein is used to recall the response in vitro.


HLA class I alleles have historically been classified based on serology or phylogenetic relationships, however, these alleles can be (re)classified into supertypes on the basis of their ligand specificity. At least two HLA class I supertypes, A2 and B7, have been identified. In certain embodiments, the HLA class I A3 supertype is disclosed and claimed herein.


It remains unknown how many supertypes will be identified and how inclusive they will be, data demonstrate that the phenomenon of cross-reactivity of peptide-binding specificities, previously thought to be restricted to HLA class II (Panina-Bordignon, et al., Eur J Immunol 19:2237 (1989); O'Sullivan, et al., J Immunol 145:1799 (1990); Busch, et al., Int Immunol 2:443 (1990)), is also a feature of peptide binding to HLA class I molecules. The availability of quantitative binding assays along with the detailed supermotifs disclosed herein allows the identification of highly cross-reactive peptides. This, in turn, allows for broad population coverage with a cocktail of a few CTL and/or HTL epitopes, a scenario of great significance for the use of epitope-based vaccines (Vitiello, et al., J Clin Invest 95:341 (1995)).


The data presented herein demonstrate that products from at least five different HLA alleles (A3, A11, A31, A*3301, and A*6801), and likely at least three others (A*3401, A*6601, and A*7401) predicted on the basis of pocket analysis (data not shown), are properly grouped into a single functional HLA A3 supertype. This determination was made on the basis of a number of observations. As a group, these molecules: (a) share certain key structural features within their peptide-binding regions; (b) have similar preferences for the primary anchor residues in the peptides they bind, i.e., a primary supermotif present in the peptides bound by the HLA molecules of the superfamily; and (c) share largely overlapping binding repertoires. Knowledge of the A3 supermotif allows for identification of a cross-reactive peptide for a source, and allows for production of peptide analogs by substituting at primary anchor positions to alter the binding properties of the peptides.


Furthermore, by examining the binding activity of a large panel of peptides bearing the primary A3 supermotif, an extended A3 supermotif was defined. This extended supermotif was based on a detailed map of the secondary anchor requirements for binding to molecules of the A3 supertype. The extended supermotif allows for the efficient prediction of cross-reactive binding of peptides to alleles of the A3 supertype by screening the native sequence of a particular antigen. This extended supermotif is also used to select analog options for peptides which bear amino acids defined by the primary supermotif.


By examining the binding activity of a large panel of peptides bearing anchor residues preferred by these allelic molecules, an A3-like supermotif was also defined. This supermotif, which is based on a detailed map of the secondary anchor requirements of each of the A3-like supertype molecules, allows for the efficient prediction of A3-like degenerate binding peptides. Finally, it was shown that the A3-like supertype, and supertypes in general, are represented with remarkably high phenotypic frequencies in all major ethnic groups. As such, HLA class I supertypes based on peptide-binding specificities represent a functional alternative to serologic and phylogenetic classification for understanding the relationships between HLA class I molecules. Besides their use for the generation of the A3-like supermotif, the individual secondary anchor maps disclosed in this study represent in themselves a significant contribution to the understanding of peptide binding to class I molecules. Because these maps were derived using peptides of homogeneous size, the preference determinations at each of the secondary positions may be more accurate than those derived from the sequencing of pools of naturally processed peptides. Also, the motifs defined herein allow the determination of residues which have deleterious effects on peptide binding.


Barber and co-workers (Barber, et al., Curr Biol 5:179 (1995)) have demonstrated that peptides could be recognized in the context of two molecules we have included in the HLA-B7-like supertype, and two other peptides have been reported as being recognized in the context of more than one A3-like allele (Missale, et al., J Exp Med 177:751 (1993); Koenig, et al., J Immunol 145:127 (1990); Culmann, et al., J Immunol 146:1560 (1991)) (see TABLE 142). Using a method for in vitro induction of primary CTLs (Wentworth, et al., Mol Immunol 32:603 (1995)) we observed several instances in which peptides can be recognized in the context of both A3 and A11. We tested the A3-like supertype restricted epitopes for binding capacity to A3-like supertype molecules, and noted relatively high levels of degeneracy. Of the seven epitopes listed in TABLE 142, only one was a nonamer that could be analyzed for the supermotif proposed in FIG. 40A (future studies will be aimed at extending the supermotif to peptides longer than 15 nine-mers). This peptide was supermotif positive, and bound three of five A3-like molecules. Nonetheless, it is important that each of the epitopes conformed to the A3-like supertype primary anchor specificities.


Comparison of the supertype classifications we have proposed on the basis of peptide binding with the classification of HLA-A alleles on the basis of DNA sequence (and serologic reactivity) relationships (Ishikawa, et al., Hum Immonol 39:220 (1994); Firgaira, et al., Immunogenetics 40:445 (1994); Karo, et al., J Immunol 143:3371 (1989)) reveals both similarities and differences. For example, HLA-A3 and A11 appear to be closely related and derived from a common ancestral gene (48-50). A31 and A33, however, derive from the ancient lineage comprising the A2/A10/A19 groups, which is different from the lineage of A3 and A11. Finally, HLA-A*6901 belongs to the A28 HLA evolutionary group [Fernandez-Viiia, et al., Hum Immunol 33:163 (1992); Ishikawa, et al., Hum Immonol 39:220 (1994); Lawlor, et al., Annu Rev Immunol 8:23 (1990)], which also contains the HLA-A*6802 and -A*6901 alleles. Yet, on the basis of their peptide-binding specificity, HLA A*6801 is a member of the A3-like supertype, whereas A*6802 and A*6901 have been demonstrated to belong to the A2-like supertype [del Guercio, et al., J Immunol 154:685 (1995)]. Thus, based on the available phylogenetic tree of HLA alleles [Ishikawa, et al., Hum Immonol 39:220 (1994); Firgaira, et al., Immunogenetics 40:445 (1994); Karo, et al., J Immunol 143:3371 (1989)], A3-like alleles are found in both of the ancient HLA lineages: A 11A9 which includes A3 and A11, and A21A 101A which includes A31, A33, and A*6801. If the existence of the HLA-A3-like supertype is reflective of common ancestry, then the A3-like motif might in fact represent primeval human HLA class I peptide-binding specificity, and other specificities may represent adaptations to changing pathogenic environments.


The discovery of the individual residues of the secondary anchor motif disclosed herein represents a significant contribution to the understanding of peptide binding to class I molecules. These secondary anchor maps were derived using peptides of homogeneous size. Thus, the preference determinations at each of the secondary positions may be more accurate than those derived from the sequencing of pools of naturally processed peptides. Also, the motifs defined herein allow the determination of residues which have deleterious or other types of effects on peptide binding.


The definition of primary and secondary anchor specificities for the A3 supertype provides guidance for modulating the binding activity of peptides that bind to members of the A3 supertype family. This information may be used to generate highly cross-reactive epitopes by identifying residues within a native peptide sequence that can be analogued to increase greater binding cross-reactivity within a supertype, or analogued to increase immunogenicity.


The phenomena of HLA supertypes may be related to optimal exploitation of the peptide specificity of human transporter associated with antigen processing (TAP) molecules (Androlewicz, et al., Proc. Nat'l Acad. Sci. USA 90:9130 (1993); Androlewicz, et al., Immunity 1:7 (1994); van Endert, et al., Immunity 1:491 (1994); Heemels, et al., Immunity 1:775 (1994); Momburg, et al., Curr. Opin. Immunol. 6:32 (1994); Neefjes, et al., Science 261:769 (1993)). The TAP molecules have been shown to preferentially transport peptides with certain sequence features such as hydrophobic, aromatic, or positively charged C-termini.


Recent studies, performed by van Endert and associates, in collaboration with the present inventors, evaluated the relative affinities for TAP of a large collection of peptides, and have described an extended TAP binding motif (Van Endert et al. J. Exp. Med. 182:1883 (1995)) Strikingly, this tap motif contains many of the structural features associated with the A3 extended supermotif, such as the preference for aromatic residues at positions 3 and 7 of nonamer peptides and the absence of negatively charged residues at positions 1 and 3, and P at position 1.


The preparation and evaluation of motif-bearing peptides are described in PCT publications WO 94/20127 and WO 94/03205. Briefly, peptides from a particular antigen are synthesized and tested for their ability to bind to HLA proteins in assays using, for example, purified HLA class I molecules and radioiodinated peptides and/or cells expressing empty class I molecules (which lack peptide in their receptor) by, for instance, immunofluorescent staining and flow microfluorimetry, peptide-dependent class I assembly assays, and inhibition of CTL recognition by peptide competition. Those peptides that bind to the class I molecule are further evaluated for their ability to serve as targets for CTLs derived from infected or immunized individuals, as well as for their capacity to induce primary in vitro or in vivo CTL responses that can give rise to CTL populations capable of reacting with selected target cells associated with a disease.


The concept of dominance and subdominance is relevant to immunotherapy of infectious diseases and cancer. For example, in the course of chronic viral disease, recruitment of subdominant epitopes can be crucial for successful clearance of the infection, especially if dominant CTL specificities have been inactivated by functional tolerance, suppression, mutation of viruses and other mechanisms (Franco, et al., Curr. Opin. Immunol. 7:524-531, (1995)). Furthermore, in the case of cancer and tumor antigens, it appears that CTLs recognizing at least some of the highest binding affinity peptides might have been functionally inactivated by tolerance and suppression, and that lower binding affinity peptides are preferentially recognized.


In particular, it has been noted that a significant number of epitopes derived from known non-viral tumor associated antigens (TAA) bind HLA Class I with intermediate affinity (IC50 in the 50-500 mM range). It has been found that 8 of 15 known TAA peptides recognized by tumor infiltrating lymphocytes (TIL) or CTL bound in the 50-500, mM range. These data are in contrast with estimates that 90% of known viral antigens that were recognized as peptides bound HLA with IC50 of 50 IM or less while only approximately 10% bound in the 50-500 mM range (Sette, et al., J. Immunol., 153:5586-5592 (1994)). This phenomenon is probably due in the cancer setting to elimination, or functional inhibition of the CTL recognizing several of the highest binding peptides, presumably because of T cell tolerization events.


The present invention provides methods for modulating binding affinity of immunogenic peptides by selection of desired residues in the primary and secondary anchor positions. As explained in detail below, a supermotif for enhanced binding to A3 like alleles is provided here. Depending on the desired affect on binding affinity, the anchor residues in a desired peptide are substituted. Examples of modulations that may be achieved using the present invention include increased affinity for a particular allele (e.g., by substitution of secondary anchor residues specific for the allele), increased cross-reactivity among different alleles (e.g., by substitution of secondary anchor residues shared by more than one allele), and production of a subdominant epitope (e.g., by substitution of residues which increase affinity but are not present on the immunodominant epitope).


Thus, in some embodiments of the invention, the identification of subdominant, as opposed to dominant epitopes is desired. In a preferred embodiment, these subdominant epitopes can then be engineered to increase HLA binding affinity. As noted herein, higher HLA binding affinity is correlated with greater immunogenicity. Greater immunogenicity can be manifested in several different ways. Close to 90% of “high” binding peptides have been found to be immunogenic, as contrasted with about 50% of the peptides which bind with “intermediate” affinity. Moreover, higher binding affinity peptides lead to more vigorous immunogenic responses. As a result, less peptide is required to elicit a similar biological effect. Thus, in preferred embodiments of the invention, high binding epitopes are particularly desired.


Epitope-bearing peptides in accordance with the invention can be prepared synthetically, by recombinant DNA technology, or from natural sources such as whole viruses or tumors. Although the peptide will preferably be substantially free of other naturally occurring host cell proteins and fragments thereof, in some embodiments the peptides are synthetically conjugated to native molecules or particles; the peptides can also be conjugated to non-native molecules or particles.


The peptides in accordance with the invention can be a variety of lengths, and either in their neutral (uncharged) forms or in forms which are salts. The peptides in accordance with the invention are either free of modifications such as glycosylation, side chain oxidation, or phosphorylation; or they contain these modifications.


Desirably, the epitope-bearing peptide will be as small as possible while still maintaining relevant immunologic activity of the large peptide; of course it is particularly desirable with peptides from pathogenic organisms that the peptide be small in order to avoid pathogenic function. When possible, it may be desirable to optimize epitopes of the invention to a length of about 8 to about 13, preferably 9 to 10 amino acid residues for a class I molecule and about 6 to about 25 amino acid residues for a class II molecules. Preferably, the peptides are commensurate in size with endogenously processed viral peptides or tumor cell peptides that are bound to HLA class I or class II molecules on the cell surface. Nevertheless, the identification and preparation of peptides of other lengths can be carried out using the techniques described here such as the disclosures of primary anchor positions. It is to be appreciated that peptide epitopes in accordance with the invention can be present in peptides or proteins that are longer than the epitope itself. Moreover, multiepitopic peptides can comprise at least one epitope of the invention along with other epitope(s).


In particular, the invention provides motifs that are common to peptides bound by more than one HLA allele. By a combination of motif identification and MHC-peptide interaction studies, peptides useful for peptide vaccines have been identified.


Peptides comprising the epitopes from these antigens are synthesized and then tested for their ability to bind to the appropriate MHC molecules in assays using, for example, purified class I molecules and radioiodinated peptides and/or cells expressing empty class I molecules by, for instance, immunofluorescent staining and flow microfluorometry, peptide-dependent class I assembly assays, and inhibition of CTL recognition by peptide competition. Those peptides that bind to the class I molecule are further evaluated for their ability to serve as targets for CTLs derived from infected or immunized individuals, as well as for their capacity to induce primary in vitro or in vivo CTL responses that can give rise to CTL populations capable of reacting with virally infected target cells or tumor cells as potential therapeutic agents.


The (HLA) MHC class I antigens (i.e., the products of the MHC class I alleles) are encoded by the HLA-A, B, and C loci. HLA-A and B antigens are expressed at the cell surface at approximately equal densities, whereas the expression of HLA-C is significantly lower (perhaps as much as 10-fold lower). Each of these loci have a number of alleles (i.e., a multiplicity of allelic variants) in the population. Indeed, there are believed to be well over 500 class I and class II alleles. The peptide binding motifs of the invention are relatively specific for each allelic subtype.


Since a cytotoxic T-cell response cannot be elicited unless the epitope is presented by the class I HLA contained on the surface of the cells of the individual to be immunized, it is important that the epitope be one that is capable of binding the HLA exhibited by that individual.


The starting point, therefore, for the design of effective vaccines is to ensure that the vaccine will generate a large number of epitopes that can successfully be presented. It may be possible to administer the peptides representing the epitopes per se. Such administration is dependent on the presentation of “empty” HLA molecules displayed on the cells of the subject. In one approach to use of the immunogenic peptides per se, these peptides may be incubated with antigen-presenting cells from the subject to be treated ex vivo and the cells then returned to the subject.


Alternatively, the 8-11 amino acid peptide can be generated in situ by administering a nucleic acid containing a nucleotide sequence encoding it. Means for providing such nucleic acid molecules are described in WO99/58658, the disclosure of which is incorporated herein by reference. Further, the immunogenic peptides can be administered as portions of a larger peptide molecule and cleaved to release the desired peptide. The larger peptide may contain extraneous amino acids, in general the fewer the better. Thus, peptides which contain such amino acids are typically 25 amino acids or less, more typically 20 amino acids or less, and more typically 15 amino acids or less. The precursor may also be a heteropolymer or homopolymer containing a multiplicity of different or same CTL epitopes. Of course, mixtures of peptides and nucleic acids which generate a variety of immunogenic peptides can also be employed. The design of the peptide vaccines, the nucleic acid molecules, or the hetero- or homo-polymers is dependent on the inclusion of the desired epitope. Thus, in certain embodiments, the present invention provides a paradigm for identifying the relevant epitope which is effective across the broad population range of individuals who are characterized by the A2 supertype. The following pages describe the methods and results of experiments for identification of the A2 supermotif, and other motifs and supermotifs.


In certain embodiments, it is preferred that peptides include an epitope that binds to an HLA-A2 supertype allele. These motifs may be used to define T-cell epitopes from any desired antigen, particularly those associated with human viral diseases, cancers or autoimmune diseases, for which the amino acid sequence of the potential antigen or autoantigen targets is known.


Epitopes on a number of potential target proteins can be identified based upon HLA binding motifs. Examples of suitable antigens include TRP1, prostate cancer-associated antigens such as prostate specific antigen (PSA), human kallikrein (huK2), prostate specific membrane antigen (PSM), and prostatic acid phosphatase (PAP), antigens from viruses such as hepatitis B (e.g., hepatitis B core and surface antigens (HBVc, HBVs)), hepatitis C antigens, Epstein-Ban virus (EBV) antigens, human immunodeficiency virus (HIV) antigens, human papilloma virus (HPV) antigens, Kaposi's sarcoma virus (KSHV), influenza virus, Lassa virus, melanoma antigens (e.g., MAGE-1, MAGE2, and MAGE3) Mycobacterium tuberculosis (MT) antigens, p53, carcinoembryonic antigen (CEA), trypanosome, e.g., Trypansoma cruzi (T. cruzi), antigens such as surface antigen (TSA), Her2/neu, and malaria antigens. Examples of suitable fungal antigens include those derived from Candida albicans, Cryptococcus neoformans, Coccidoides spp., Histoplasma spp, and Aspergillus fumigatis. Examples of suitable protozoal parasitic antigens include those derived from Plasmodium spp., Trypanosoma spp., Schistosoma spp., Leishmania spp and the like. Examples of suitable bacterial antigens include those derived from Mycobacterium spp., Chlamydiaceae spp, and the like.


The peptides are thus useful in pharmaceutical compositions for both in vivo and ex vivo therapeutic and diagnostic applications.


Autoimmune associated disorders for which the peptides of the invention may be employed to relieve the symptoms of, treat or prevent the occurrence or reoccurrence of include, for example, multiple sclerosis (MS), rheumatoid arthritis (RA), Sjogren syndrome, scleroderma, polymyositis, dermatomyositis, systemic lupus erythematosus, juvenile rheumatoid arthritis, ankylosing spondylitis, myasthenia gravis (MG), bullous pemphigoid (antibodies to basement membrane at dermal-epidermal junction), pemphigus (antibodies to mucopolysaccharide protein complex or intracellular cement substance), glomerulonephritis (antibodies to glomerular basement membrane), Goodpasture's syndrome, autoimmune hemolytic anemia (antibodies to erythrocytes), Hashimoto's disease (antibodies to thyroid), pernicious anemia (antibodies to intrinsic factor), idiopathic thrombocytopenic purpura (antibodies to platelets), Grave's disease, and Addison's disease (antibodies to thyroglobulin), and the like.


The autoantigens associated with a number of these diseases have been identified. For example, in experimentally induced autoimmune diseases, antigens involved in pathogenesis have been characterized: in arthritis in rat and mouse, native type-II collagen is identified in collagen-induced arthritis, and mycobacterial heat shock protein in adjuvant arthritis; thyroglobulin has been identified in experimental allergic thyroiditis (EAT) in mouse; acetyl choline receptor (AChR) in experimental allergic myasthenia gravis (EAMG); and myelin basic protein (MBP) and proteolipid protein (PLP) in experimental allergic encephalomyelitis (EAE) in mouse and rat. In addition, target antigens have been identified in humans: type-II collagen in human rheumatoid arthritis; and acetyl choline receptor in myasthenia gravis.


Without wishing to be bound by theory, it is believed that the presentation of antigen by HLA Class I mediates suppression of autoreactive T cells by CD8+ suppressor T cells (see, e.g., Jiang, et al. Science, 256:1213 (1992)). Such suppressor T cells release cytokines such as transforming growth factor-β (TGF-β), which specifically inhibit the autoreactive T cells. Miller, et al., Proc. Natl. Acad. Sci., USA, 89:421-425 (1992).


Peptides comprising the epitopes from these antigens may be synthesized and then tested for their ability to bind to the appropriate MHC molecules in assays using, for example, purified class I molecules and radioiodonated peptides and/or cells expressing empty class I molecules by, for instance, immunofluorescent staining and flow microfluorometry, peptide-dependent class I assembly assays, and inhibition of CTL recognition by peptide competition. Those peptides that bind to the class I molecule may be further evaluated for their ability to serve as targets for CTLs derived from infected or immunized individuals, as well as for their capacity to induce primary in vitro or in vivo CTL responses that can give rise to CTL populations capable of reacting with virally infected target cells or tumor cells as potential therapeutic agents.


Recent evidence suggests however, that high affinity MHC binders might be, in most instances, immunogenic, suggesting that peptide epitopes might be selected on the basis of MHC binding alone.


Peptides comprising the supermotif sequences can be identified, as noted above, by screening potential antigenic sources. Useful peptides can also be identified by synthesizing peptides with systematic or random substitution of the variable residues in the supermotif, and testing them according to the assays provided. As demonstrated below, it is useful to refer to the sequences of the target HLA molecule, as well.


For epitope-based vaccines, the peptides of the present invention preferably comprise a supermotif and/or motif recognized by an HLA I or HLA II molecule having a wide distribution in the human population. TABLE 22 shows the distribution of certain HLA alleles in human populations. Since the MHC alleles occur at different frequencies within different ethnic groups and races, the choice of target MHC allele may depend upon the target population. TABLE 69 shows the frequency of various alleles at the HLA-A locus products among different races. For instance, the majority of the Caucasoid population can be covered by peptides which bind to four HLA-A allele subtypes, specifically HLA-A2.1, A1, A3.2, and A24.1. Similarly, the majority of the Asian population is encompassed with the addition of peptides binding to a fifth allele HLA-A11.2.


The nomenclature used to describe peptide compounds follows the conventional practice wherein the amino group is presented to the left (the N-terminus) and the carboxyl group to the right (the C-terminus) of each amino acid residue. In the formulae representing selected specific embodiments of the present invention, the amino- and carboxyl-terminal groups, although not specifically shown, are in the form they would assume at physiologic pH values, unless otherwise specified. In the amino acid structure formulae, each residue is generally represented by standard three letter or single letter designations. The L-form of an amino acid residue is represented by a capital single letter or a capital first letter of a three-letter symbol, and the D-form for those amino acids having D-forms is represented by a lower case single letter or a lower case three letter symbol. Glycine has no asymmetric carbon atom and is simply referred to as “Gly” or G. The letter X in a motif represents any of the 20 amino acids found in TABLE 72, as well non-naturally occurring amino acids or amino acid mimetics. Brackets surrounding more than one amino acid indicates that the motif includes any one of the amino acids. For example, the supermotif “N-XPXXXXXX(A,V,I,L,M)-C (SEQ ID NO:14618)” includes each of the following peptides: N-XPXXXXXXA-C (SEQ ID NO: 14618), N-XPXXXXXXV-C (SEQ ID NO: 14618), N-XPXXXXXXI-C (SEQ ID NO: 14618), N-XPXXXXXXL-C (SEQ ID NO: 14618), and N-XPXXXXXXM-C (SEQ ID NO: 14618).


The large degree of HLA polymorphism is an important factor to be taken into account with the epitope-based approach to vaccine development. To address this factor, epitope selection encompassing identification of peptides capable of binding at high or intermediate affinity to multiple HLA molecules is preferably utilized, most preferably these epitopes bind at high or intermediate affinity to two or more allele-specific HLA molecules.


CTL-inducing peptides of interest for vaccine compositions preferably include those that have an IC50 or binding affinity value for a class HLA molecule(s) of 500 nM or better (i.e., the value is 500 nM or less) or, for class II HLA molecules, 1000 nM or better (i.e., the value is greater than or equal to 1000 nM). For example, peptide binding is assessed by testing the capacity of a candidate peptide to bind to a purified HLA molecule in vitro. Peptides exhibiting high or intermediate affinity are then considered for further analysis. Selected peptides are generally tested on other members of the supertype family. In preferred embodiments, peptides that exhibit cross-reactive binding are then used in cellular screening analyses or vaccines.


The relationship between binding affinity for HLA class I molecules and immunogenicity of discrete peptide epitopes on bound antigens was determined for the first time in the art by the present inventors. As disclosed in greater detail herein, higher HLA binding affinity is correlated with greater immunogenicity.


Greater immunogenicity can be manifested in several different ways. Immunogenicity corresponds to whether an immune response is elicited at all, and to the vigor of any particular response, as well as to the extent of a population in which a response is elicited. For example, a peptide might elicit an immune response in a diverse array of the population, yet in no instance produce a vigorous response. In accordance with these principles, close to 90% of high binding peptides have been found to elicit a response and thus be “immunogenic,” as contrasted with about 50% of the peptides that bind with intermediate affinity (see, e.g., Schaeffer et al. PNAS (1988)). Moreover, not only did peptides with higher binding affinity have an enhanced probability of generating an immune response, the generated response tended to be more vigorous than the response seen with weaker binding peptides. As a result, less peptide is required to elicit a similar biological effect if a high affinity binding peptide is used rather than a lower affinity one. Thus, in preferred embodiments of the invention, high affinity binding epitopes are used.


The correlation between binding affinity and immunogenicity was analyzed by the present inventors by two different experimental approaches (see, e.g., Sette, et al., J Immunol. 153:5586-5592 (1994)). In the first approach, the immunogenicity of potential epitopes ranging in HLA binding affinity over a 10,000-fold range was analyzed in HLA-A*0201 transgenic mice. In the second approach, the antigenicity of approximately 100 different hepatitis B virus (HBV)-derived potential epitopes, all carrying A *0201 binding motifs, was assessed by using PBL from acute hepatitis patients. Pursuant to these approaches, it was determined that an affinity threshold value of approximately 500 nM (preferably 50 nM or less) determines the capacity of a peptide epitope to elicit a CTL response. These data are true for class I binding affinity measurements for naturally processed peptides and for synthesized T cell epitopes. These data also indicate the important role of determinant selection in the shaping of T cell responses (see, e.g., Schaeffer et al. Proc. Natl. Acad. Sci. USA 86:4649-4653 (1989)).


Peptides of the present invention may also comprise epitopes that bind to HLA class II molecules (HLA class II molecules are also referred to as MHC-DR molecules). An affinity threshold associated with immunogenicity in the context of HLA class II DR molecules has also been delineated (see, e.g., Southwood et al. J. Immunology 160:3363-73, 1998, and WO99/61916). In order to define a biologically significant threshold of DR binding affinity, a database of the binding affinities of 32 DR-restricted epitopes for their restricting element (i.e., the HLA molecule that binds the motif) was compiled. In approximately half of the cases (15 of 32 epitopes), DR restriction was associated with high binding affinities, i.e. binding affinity values of 100 nM or less (in some embodiments, the binding affinity value was less than 100 nM). In the other half of the cases (16 of 32), DR restriction was associated with intermediate affinity (binding affinity values in the 100-1000 nM range). In only one of 32 cases was DR restriction associated with an IC50 of 1000 nM or greater. Thus, 1000 nM can be defined as an affinity threshold associated with immunogenicity in the context of DR molecules. Thus, as seen with HLA class I molecules, an affinity threshold associated with immunogenicity is defined for epitopes recognized by HLA class II molecules.


Definition of motifs that are predictive of binding to specific class I and class II alleles allows the identification of potential peptide epitopes from an antigenic protein whose amino acid sequence is known. Typically, identification of potential peptide epitopes is initially carried out using a computer to scan the amino acid sequence of a desired antigen for the presence of motifs and/or supermotifs.


Definition of motifs specific for different class I alleles allows the identification of potential peptide epitopes from an antigenic protein whose amino acid sequence is known. Typically, identification of potential peptide epitopes is initially carried out using a computer to scan the amino acid sequence of a desired antigen for the presence of motifs. The epitopic sequences are then synthesized. The capacity to bind MHC Class I molecules is measured in a variety of different ways. One means is a Class I molecule binding assay as described in the related applications, noted above. Other alternatives described in the literature include inhibition of antigen presentation (Sette, et al., J Immunol. 141:3893 (1991), in vitro assembly assays (Townsend, et al., Cell 62:285 (1990), and FACS based assays using mutated cells, such as RMA-S (Melief, et al., Eur. J. Immunol. 21:2963 (1991)).


In the typical case, immunoprecipitation is used to isolate the desired allele. A number of protocols can be used to isolate HLA molecules for use in binding assays, depending upon the specificity of the antibodies used. For example, allele-specific mAb reagents can be used for the affinity purification of the HLA-A, HLA-B1, and HLA-C molecules. Several mAb reagents for the isolation of HLA-A molecules are available (see TABLE 4, TABLE 71, and TABLE 24). The monoclonal BB7.2 is suitable for isolating HLA-A2 molecules. Thus, for each of the targeted HLA-A alleles, reagents are available that may be used for the direct isolation of the HLA-A molecules. Affinity columns prepared with these mAbs using standard techniques are successfully used to purify the respective HLA-A allele products. In addition to allele-specific mAbs, broadly reactive anti-HLA-A, B, C mAbs, such as W6/32 and B9.12.1, and one anti-HLA-B, C mAb, B1.23.2, could be used in alternative affinity purification protocols as described in previous applications or in the examples section below.


The procedures used to identify peptides of the present invention generally follow the methods disclosed in Falk et al., Nature 351:290 (1991), which is incorporated herein by reference. Briefly, the methods involve large-scale isolation of MHC class I molecules, typically by immunoprecipitation or affinity chromatography, from the appropriate cell or cell line. Examples of other methods for isolation of the desired MHC molecule equally well known to the artisan include ion exchange chromatography, lectin chromatography, size exclusion, high performance ligand chromatography, and a combination of all of the above techniques.


The peptides bound to the peptide binding groove of the isolated MHC molecules are eluted typically using acid treatment. Peptides can also be dissociated from class I molecules by a variety of standard denaturing means, such as heat, pH, detergents, salts, chaotropic agents, or a combination thereof.


Peptide fractions are further separated from the MHC molecules by reversed-phase high performance liquid chromatography (HPLC) and sequenced. Peptides can be separated by a variety of other standard means well known to the artisan, including filtration, ultrafiltration, electrophoresis, size chromatography, precipitation with specific antibodies, ion exchange chromatography, isoelectrofocusing, and the like.


Sequencing of the isolated peptides can be performed according to standard techniques such as Edman degradation (Hunkapiller, M. W., et al., Methods Enzymol. 91, 399 [1983]). Other methods suitable for sequencing include mass spectrometry sequencing of individual peptides as previously described (Hunt, et al., Science 225:1261 (1992), which is incorporated herein by reference). Amino acid sequencing of bulk heterogenous peptides (e.g., pooled HPLC fractions) from different class I molecules typically reveals a characteristic sequence motif for each class I allele.


Upon identification of motif-bearing sequences, peptides corresponding to the sequences are then synthesized and, typically, evaluated for binding to the corresponding HLA allele. The capacity to bind MHC Class molecules is measured in a variety of different ways. One means is a Class I molecule binding assay as described in the related applications, noted above. Other alternatives described in the literature include inhibition of antigen presentation (Sette, et al., J. Immunol. 141:3893 (1991), in vitro assembly assays (Townsend, et al., Cell 62:285 (1990), and FACS based assays using mutated ells, such as RMA-S (Melief, et al., Eur. J. Immunol. 21:2963 (1991)).


Next, peptides that test positive in the MHC class I binding assay are assayed for the ability of the peptides to induce specific CTL (or HTL, for class II motif-bearing peptides) responses in vitro. For instance, antigen-presenting cells that have been incubated with a peptide can be assayed for the ability to induce CTL responses in responder cell populations. Antigen-presenting cells can be normal cells such as peripheral blood mononuclear cells or dendritic cells (Inaba, et al., J. Exp. Med. 166:182 (1987); Boog, Eur. J. Immunol. 18:219 [1988]). Alternatively, transgenic mice comprising an appropriate HLA transgene can be used to assay the ability of a peptide to induce a response in cytotoxic T lymphocytes essentially as described in copending U.S. patent application Ser. No. 08/205,713.


Definition of motifs specific for different class I alleles allows the identification of potential peptide epitopes from an antigenic protein whose amino acid sequence is known. Typically, identification of potential peptide epitopes is initially carried out using a computer to scan the amino acid sequence of a desired antigen for the presence of motifs.


Following identification of motif-bearing epitopes, the epitopic sequences are then synthesized. The capacity to bind MHC Class molecules is measured in a variety of different ways. One means is a Class I molecule binding assay as described in the related applications, noted below. Other alternatives described in the literature include inhibition of antigen presentation (Sette, et al., J. Immunol. 141:3893 (1991), in vitro assembly assays (Townsend, et al., Cell 62:285 (1990), and FACS based assays using mutated cells, such as RMA.S (Melief, et al., Eur. J. Immunol. 21:2963 (1991)).


As disclosed herein, higher HLA binding affinity is correlated with greater immunogenicity. Greater immunogenicity can be manifested in several different ways. Immunogenicity can correspond to whether an immune response is elicited at all, and to the vigor of any particular response, as well as to the extent of a diverse population in which a response is elicited. For example, a peptide might elicit an immune response in a diverse array of the population, yet in no instance produce a vigorous response. In accordance with the principles disclosed herein, close to 90% of high binding peptides have been found to be immunogenic, as contrasted with about 50% of the peptides which bind with intermediate affinity. Moreover, higher binding affinity peptides lead to more vigorous immunogenic responses. As a result, less peptide is required to elicit a similar biological effect if a high affinity binding peptide is used. Thus, in preferred embodiments of the invention, high affinity binding epitopes are particularly useful. Nevertheless, substantial improvements over the prior art are achieved with intermediate or high binding peptides.


The relationship between binding affinity for HLA class I molecules and immunogenicity of discrete peptide epitopes has been determined for the first time in the art by the present inventors. In these experiments, in which discrete peptides were referred to, it is to be noted that cellular processing of peptides in vivo will lead to such peptides even if longer fragments are used. Accordingly, longer peptides comprising one or more epitopes are within the scope of the invention. The correlation between binding affinity and immunogenicity was analyzed in two different experimental approaches (Sette, et al., J. Immunol. 153:5586-5592, 1994). In the first approach, the immunogenicity of potential epitopes ranging in HLA binding affinity over a 10,000-fold range was analyzed in HLA-A*0201 transgenic mice. In the second approach, the antigenicity of approximately 100 different hepatitis B virus (HBV)-derived potential epitopes, all carrying A*0201 binding motifs, was assessed by using PBL (peripheral blood lymphocytes) from acute hepatitis patients. Pursuant to these approaches, it was determined that an affinity threshold value of approximately 500 nM (preferably 50 nM or less) is correlated with the capacity of a peptide epitope to elicit a CTL response. These data are true for class I binding affinity measurements for naturally processed peptides and for synthesized T-cell epitopes. These data also indicate the important role of determinant selection in the shaping of T-cell responses (see, e.g., Schaeffer, et al., Proc. Natl. Acad. Sci. USA 86:4649-4653, 1989).


Accordingly, CTL-inducing peptides preferably include those that have an IC50 for class I HLA molecules of 500 nM or less. In the case of motif-bearing peptide epitopes from tumor associated antigens, a binding affinity threshold of 200 nM has been shown to be associated with killing of tumor cells by resulting CTL populations.


In a preferred embodiment, following assessment of binding activity for an HLA-A2 allele-specific molecule, peptides exhibiting high or intermediate affinity are then considered for further analysis. Selected peptides may be tested on other members of the supertype family. In preferred embodiments, peptides that exhibit cross-reactive binding are then used in vaccines or in cellular screening analyses.


For example, peptides that test positive in the HLA-A2 (or other MHC class I) binding assay, i.e., that have binding affinity values of 500 nM or less, are assayed for the ability of the peptides to induce specific CTL responses in vitro. For instance, antigen-presenting cells that have been incubated with a peptide can be assayed for the ability to induce CTL responses in responder cell populations. Antigen-presenting cells can be normal cells such as peripheral blood mononuclear cells or dendritic cells (Inaba, et al., J. Exp. Med. 166:182 (1987); Boog, Eur. J. Immunol. 18:219 [1988]).


Alternatively, mutant mammalian cell lines that are deficient in their ability to load class I molecules with internally processed peptides, such as the mouse cell lines RMA-S (Karre, et al. Nature, 319:675 (1986); Ljunggren, et al., Eur. J. Immunol. 21:2963-2970 (1991)), and the human somatic T cell hybrid, T-2 (Cerundolo, et al., Nature 345:449-452 (1990)) and which have been transfected with the appropriate human class I genes are conveniently used, when peptide is added to them, to test for the capacity of the peptide to induce in vitro primary CTL responses. Other eukaryotic cell lines which could be used include various insect cell lines such as mosquito larvae (ATCC cell lines CCL 125, 126, 1660, 1591, 6585, 6586), silkworm (ATTC CRL 8851), armyworm (ATCC CRL 1711), moth (ATCC CCL 80) and Drosophila cell lines such as a Schneider cell line (see Schneider J. Embryol. Exp. Morphol. 27:353-65 [1927]). That have been transfected with the appropriate human class I MHC allele encoding genes and the human B2 microglobulin genes.


Peripheral blood lymphocytes are conveniently isolated following simple venipuncture or leukapheresis of normal donors or patients and used as the responder cell sources of CTL precursors. In one embodiment, the appropriate antigen-presenting cells are incubated with 10-100 μM of peptide in serum-free media for 4 hours under appropriate culture conditions. The peptide-loaded antigen-presenting cells are then incubated with the responder cell populations in vitro for 7 to 10 days under optimized culture conditions. Positive CTL activation can be determined by assaying the cultures for the presence of CTLs that kill radiolabeled target cells, both specific peptide-pulsed targets as well as target cells expressing the endogenously processed form of the relevant virus or tumor antigen from which the peptide sequence was derived.


Specificity and MHC restriction of the CTL is determined by testing against different peptide target cells expressing appropriate or inappropriate human MHC class I. The peptides that test positive in the MHC binding assays and give rise to specific CTL responses are referred to herein as immunogenic peptides.


After determining their binding affinity, additional confirmatory work can be performed to select, amongst these vaccine candidates, epitopes with preferred characteristics in terms of population coverage, antigenicity, and immunogenicity.


Thus, various strategies can be utilized to evaluate immunogenicity, including:


1) Evaluation of primary T cell cultures from normal individuals (see, e.g., Wentworth, P. A. et al., Mol. Immunol. 32:603, 1995; Celis, E. et al., Proc. Natl. Acad. Sci. USA 91:2105, 1994; Tsai, V. et al., J. Immunol. 158:1796, 1997; Kawashima, I. et al., Human Immunol. 59:1, 1998); This procedure involves the stimulation of peripheral blood lymphocytes (PBL) from normal subjects with a test peptide in the presence of antigen presenting cells in vitro over a period of several weeks. T cells specific for the peptide become activated during this time and are detected using, e.g., a lymphokine-release or a 51Cr cytotoxicity assay involving peptide sensitized target cells.


2) Immunization of HLA transgenic mice (see, e.g., Wentworth, P. A. et al., J. Immunol. 26:97, 1996; Wentworth, P. A. et al., Int. Immunol. 8:651, 1996; Alexander, J. et al., J. Immunol. 159:4753, 1997); In this method, peptides in incomplete Freund's adjuvant are administered subcutaneously to HLA transgenic mice. Several weeks following immunization, splenocytes are removed and cultured in vitro in the presence of test peptide for approximately one week. Peptide-specific T cells are detected using, e.g., a 51Cr-release assay involving peptide sensitized target cells and target cells expressing endogenously generated antigen.


3) Demonstration of recall T cell responses from patients who have been effectively vaccinated or who have a tumor; (see, e.g., Rehermann, B. et al., J. Exp. Med. 181:1047, 1995; Doolan, D. L. et al., Immunity 7:97, 1997; Bertoni, R. et al., J. Clin. Invest. 100:503, 1997; Threlkeld, S. C. et al., J. Immunol. 159:1648, 1997; Diepolder, H. M. et al., J. Virol. 71:6011, 1997; Tsang et al., J. Natl. Cancer Inst. 87:982-990, 1995; Disis et al., J. Immunol. 156:3151-3158, 1996). In applying this strategy, recall responses are detected by culturing PBL from patients with cancer who have generated an immune response “naturally”, or from patients who were vaccinated with tumor antigen vaccines. PBL from subjects are cultured in vitro for 1-2 weeks in the presence of test peptide plus antigen presenting cells (APC) to allow activation of “memory” T cells, as compared to “naive” T cells. At the end of the culture period, T cell activity is detected using assays for T cell activity including 51Cr release involving peptide-sensitized targets, T cell proliferation, or lymphokine release.


Kast, et al. (J. Immunol. 152:3904-3912, 1994) have shown that motif-bearing peptides account for 90% of the epitopes that bind to allele-specific HLA class I molecules. In this study all possible peptides of 9 amino acids in length and overlapping by eight amino acids (240 peptides), which cover the entire sequence of the E6 and E7 proteins of human papillomavirus type 16, were evaluated for binding to five allele-specific HLA molecules that are expressed at high frequency among different ethnic groups. This unbiased set of peptides allowed an evaluation of the predictive value of HLA class I motifs. From the set of 240 peptides, 22 peptides were identified that bound to an allele-specific HLA molecules with high or intermediate affinity. Of these 22 peptides, 20, (i.e. 91%), were motif-bearing. Thus, this study demonstrated the value of motifs for the identification of peptide epitopes for inclusion in a vaccine: application of motif-based identification techniques eliminates screening of 90% of the potential epitopes. The quantity of available peptides, and the complexity of the screening process would make a comprehensive evaluation of an antigen highly difficult, if not impossible without use of motifs.


An immunogenic peptide epitope of the invention may be included in a polyepitopic vaccine composition comprising additional peptide epitopes of the same antigen, antigens from the same source, and/or antigens from a different source. Moreover, class II epitopes can be included along with class I epitopes. Peptide epitopes from the same antigen may be adjacent epitopes that are contiguous in sequence or may be obtained from different regions of the protein.


The relationship between binding affinity for HLA class I molecules and immunogenicity of discrete peptide epitopes on bound antigens has been analyzed in three different experimental approaches (see, e.g. Sette, et al., J. Immunol. 153:5586 (1994)). In the first approach, the immunogenicity of potential epitopes ranging in MHC binding affinity over a 10,000-fold range was analyzed in HLA-A*0201 transgenic mice. In the second approach, the antigenicity of approximately 100 different hepatitis B virus (HBV)-derived potential epitopes, all carrying A*0201 binding motifs, was assessed by using PBL (peripheral blood lymphocytes) of acute hepatitis patients (see, e.g. Sette, et al., J. Immunol. 153:5586 (1994)). In the third approach the binding affinity of previously known antigenic peptides for the relevant HLA class I was determined (Sette et al. Molec. Immunol. 31:813, 1994) In all cases, it was found that an affinity threshold of approximately 500 nM (preferably 500 nM or less) determines the capacity of a peptide epitope to elicit a CTL response. In the case of class II HLA a relevant threshold of affinity was set at 1000 nM by similar studies performed by Southwood and colleagues (Southwood et al. J. Immunol. 160:3363-3373 (1998). These data also indicate the important role of determinant selection in the shaping of T cell responses.


Immunogenic peptides can be identified in relevant native sequences with reference e.g., to one of the supermotifs or motifs set out in TABLE 137, TABLE 138, and TABLE 139. A particular motif is denoted in the tables and is defined by its primary anchor residues, i.e. a motif bearing peptide must comprise at least one of the specified residues at each primary anchor position. A peptide may be analogued at any one or more of its primary anchor residues by exchanging one of the specified primary anchor residues with another primary anchor residue at the same position specified for the same motif. The numeric positions within each motif are designated in an amino to carboxyl orientation. Alternatively, a peptide may be analogued at any one or more of the designated secondary anchor residues described on TABLE 138 and TABLE 139 by exchanging an existing residue with one of the designated secondary anchor residues at the designated positions. In a preferred embodiment, to enhance binding affinity, deleterious residues are removed from native sequences; similarly deleterious residues are not used to substitute for another residue at a designated position. Modifications to a primary anchor position and/or a secondary anchor position may be made at one position or multiple positions.


Peptides that comprise epitopes and/or immunogenic peptides of the invention can be prepared synthetically, or by recombinant DNA technology or from natural sources such as whole viruses or tumors. Although the peptide will preferably be substantially free of other naturally occurring host cell proteins and fragments thereof, in some embodiments the peptides can be synthetically conjugated to native fragments or particles.


The present invention relates to allele-specific peptide motifs and binding peptides for human and murine MHC allele. It is contemplated that the peptide binding motifs of the invention are relatively specific for each allele. In an embodiment of the invention, the allele-specific motifs and binding peptides are for human class I MHC (or HLA) alleles. HLA alleles include HLA-A, HLA-B, and HLA-C alleles. In another embodiment of the invention the allele-specific motifs and binding peptides are for human class II MHC (or HLA) alleles. Such HLA alleles include HLA-DR and HLA-DQ alleles. HLA molecules that share similar binding affinity for peptides bearing certain amino acid motifs are grouped into HLA supertypes. See, i.e., Stites, et al., IMMUNOLOGY, 8TH ED., Lange Publishing, Los Altos, Calif. (1994). Peptides that bind one or more alleles in one or more supertypes are contemplated as part of the invention. Examples of the supertypes within HLA-A and HLA-B molecules are shown in FIG. 2. In yet another embodiment, the allele-specific motifs and binding peptides are for murine class I (or H-2) MHC alleles. Such H-2 alleles include H-2Dd, H-2Kb, H-2Kd, H-2Db, H-2Ld, and H-2Kk. Exemplary tables describing allele-specific motifs are presented below. Binding within a particular supertype for murine MHC alleles is also contemplated.


These peptides were then used to define specific binding motifs for each of the following alleles A3.2, A1, A11, and A24.1. These motifs are described previously. The motifs described in TABLES 6-9, below, are defined from pool sequencing data of naturally processed peptides as described in the related applications. Preferred (i.e., canonical) and tolerated (i.e., extended) residues associated with anchor positions of the indicated HLA supertypes are presented in FIG. 2 and TABLE 3.


In one embodiment, the motif for HLA-A3.2 comprises from the N-terminus to C-terminus a first conserved residue of L, M, I, V, S, A, T and F at position 2 and a second conserved residue of K, R or Y at the C-terminal end. Other first conserved residues are C, G or D and alternatively E. Other second conserved residues are H or F. The first and second conserved residues are preferably separated by 6 to 7 residues. In another embodiment, the motif for HLA-A1 comprises from the N-terminus to the C-terminus a first conserved residue of T, S or M, a second conserved residue of D or E, and a third conserved residue of Y. Other second conserved residues are A, S or T. The first and second conserved residues are adjacent and are preferably separated from the third conserved residue by 6 to 7 residues. A second motif consists of a first conserved residue of E or D and a second conserved residue of Y where the first and second conserved residues are separated by 5 to 6 residues.


In yet another embodiment, the motif for HLA-A11 comprises from the N-terminus to the C-terminus a first conserved residue of T, V, M, L, I, S, A, G, N, C D, or F at position 2 and a C-terminal conserved residue of K, R, Y or H. The first and second conserved residues are preferably separated by 6 or 7 residues. In one embodiment, the motif for HLA-A24.1 comprises from the N-terminus to the C-terminus a first conserved residue of Y, F or W at position 2 and a C terminal conserved residue of F, I, W, M or L. The first and second conserved residues are preferably separated by 6 to 7 residues.


The MHC-binding peptides identified herein represent epitopes of a native antigen. With regard to a particular amino acid sequence, an epitope is a set of amino acid residues which is recognized by a particular antibody or T cell receptor. Such epitopes are usually presented to lymphocytes via the MHC-peptide complex. An epitope retains the collective features of a molecule, such as primary, secondary and tertiary peptide structure, and charge, that together form a site recognized by an antibody, T cell receptor or MHC molecule. It is to be appreciated, however, that isolated or purified protein or peptide molecules larger than and comprising an epitope of the invention are still within the bounds of the invention. Moreover, it is contemplated that synthesized peptides can incorporate various biochemical changes that enhance their immunological effectiveness.


The epitopes present in the invention can be dominant, sub-dominant, or cryptic. A dominant epitope is an epitope that induces an immune response upon immunization with a whole native antigen. See, i.e., Sercarz, et al., Ann. Rev. Immunol. 11: 729-766 (1993). Such a peptide is considered immunogenic because it elicits a response against the whole antigen. A subdominant epitope, on the other hand, is one that evokes little or no response upon immunization with whole antigen that contains the epitope, but for which a response can be obtained by immunization with an isolated epitope. Immunization with a sub-dominant epitope will prime for a secondary response to the intact native antigen. A cryptic epitope elicits a response by immunization with an isolated peptide, but fails to prime a secondary response to a subsequent challenge with whole antigen.


An epitope present in the invention can be cross-reactive or non-cross-reactive in its interactions with MHC alleles and alleles subtypes. Cross-reactive binding of an epitope (or peptide) permits an epitope to be bound by more than one HLA molecule. Such cross-reactivity is also known as degenerate binding. A non-cross-reactive epitope would be restricted to binding a particular MHC allele or allele subtype.


Cross-reactive binding of HLA-A2.1 motif-bearing peptides with other HLA-A2 allele-specific molecules can occur. Those allele-specific molecules that share binding specificities with HLA-A2.1 are deemed to comprise the HLA-A2.1 supertype. The B pocket of A2 supertype HLA molecules is characterized by a consensus motif including residues (this nomenclature uses single letter amino acid codes, where the subscript indicates peptide position) F/Y9, A24, M45, E/N63, K/N66, V67, H/Q70 and Y/C99. Similarly, the A2-supertype F pocket is characterized by a consensus motif including residues D77, T80, L81 and Y116 (155). About 66% of the peptides binding A*0201 will be cross-reactive amongst three or more A2-supertype alleles.


The A2 supertype as defined herein is consistent with cross-reactivity data, (Fruci, D. et al., Hum. Immunol. 38:187, 1993), from live cell binding assays (del Guercio, M.-F. et al., J. Immunol. 154:685, 1995) and data obtained by sequencing naturally processed peptides (Sudo, T., et al., J. Immunol. 155:4749, 1995) bound to HLA-A2 allele-specific molecules. Accordingly the family of HLA molecules (i.e., the HLA-A2 supertype that binds these peptides) is comprised of at least nine HLA-A proteins: A*0201, A*0202, A*0203, A*0204, A*0205, A*0206, A*0207, A*6802, and A*6901.


As described herein, the HLA-A2 supermotif comprises peptide ligands with L, I, V, M, A, T, or Q as primary anchor residues at position 2 and L, I, V, M, A, or T as a primary anchor residue at the C-terminal position of the epitope. HLA-A2 motifs that are most particularly relevant to the invention claimed here comprise V, A, T, or Q at position two and L, I, V, M, A, or T at the C-terminal anchor position. A peptide epitope comprising an HLA-A2 supermotif may bind more than one HLA-A2 supertype molecule.


The epitopes of the present invention can be any suitable length. Class I molecule binding peptides typically are about 8 to 13 amino acids in length, and often 9, 10, 11, or 12 amino acids in length. These peptides include conserved amino acids at certain positions such as the second position from the N-terminus and the C-terminal position. Also, the peptides often do not include amino acids at certain positions that negatively affect binding of the peptide to the HLA molecules. For example, the peptides often do not include amino acids at positions 1, 3, 6 and/or 7 for peptides 9 amino acid peptides in length or positions 1, 3, 4, 5, 7, 8 and/or 9 for peptides 10 amino acids in length. Further, defined herein are positions within a peptide sequence that can be utilized as criteria for selecting HLA-binding peptide. These defined positions are often referred to herein as a binding “motif.”


Definition of motifs specific for different MHC alleles allows the identification of potential peptide epitopes from an antigenic protein whose amino acid sequence is known. Typically, identification of potential peptide epitopes is initially carried out using a computer to scan the amino acid sequence of a desired antigen for the presence of motifs. The epitopic sequences are then synthesized.


In general, class I peptide binding motifs generally include a first conserved residue at position two from the N-terminus (wherein the N-terminal residue is position one) and a second conserved residue at the C-terminal position (often position 9 or 10). As a specific example, the HLA A*0201 class I peptide binding motifs include a first conserved residue at position two from the N-terminus (wherein the N-terminal residue is position one) selected from the group consisting of I, V, A and T and a second conserved residue at the C-terminal position selected from the group consisting of V, L, I, A and M. Alternatively, the peptide may have a first conserved residue at the second position from the N-terminus (wherein the N-terminal residue is position one) selected from the group consisting of L, M, I, V, A and T; and a second conserved residue at the C-terminal position selected from the group consisting of A and M. If the peptide has 10 residues it will contain a first conserved residue at the second position from the N-terminus (wherein the N-terminal residue is position one) selected from the group consisting of L, M, I, V, A, and T; and a second conserved residue at the C-terminal position selected from the group consisting of V, I, L, A and M; wherein the first and second conserved residues are separated by 7 residues.


One embodiment of an HTL-inducing peptide is less than about 50 residues in length and usually consist of between about 6 and about 30 residues, more usually between about 12 and 25, and often between about 15 and 20 residues, for example 15, 16, 17, 18, 19, or 20 residues. One embodiment of a CTL-inducing peptide is 13 residues or less in length and usually consists of about 8, 9, 10 or 11 residues, preferably 9 or 10 residues. In one embodiment, HLA-DR3 a binding is characterized by an L, I, V, M, F or Y residue at position 1 and a D or E residue at position 4. In another embodiment, HLA-DR3 b binding is characterized by an L, I, V, M, F, Y or A residue at position 1, a D, E, N, Q, S or T residue at position 4, and a K, R or H residue at position 6. In another embodiment, key anchor residues of a DR supertype binding motif are an L, I, V, M, F, W or Y residue at position 1 and an L, I, V, M, S, T, P, C or A residue at position 6. See, TABLE 3.


Moreover, in another embodiment, murine Db binding is characterized by an N residue at position 5 and L, I, V or M residue at the C-terminal position. In yet another embodiment, murine Kb binding is characterized by a Y or F residue at position 5 and an L, I, V or M residue at the C-terminal position. In an additional embodiment, murine Kd binding is characterized a Y or F residue at position 2 and an L, I, V, or M residue at the C-terminal position. In a further embodiment, murine Kk binding is characterized by an E or D residue at position 2 and an L, I, M, V, F, W, Y or A residue at the C-terminal position. In a further embodiment, murine Ld binding is characterized by a P residue at position 2 and an L, I, M, V, F, W or Y residue at the C-terminal position. See, TABLE 5.


HLA Class I Motifs Indicative of CTL Inducing Peptide Epitopes:


The primary anchor residues of the HLA class I peptide epitope supermotifs and motifs are delineated below. In some cases, peptide epitopes may be listed in both a motif and a supermotif Table. The relationship of a particular motif and respective supermotif is indicated in the description of the individual motifs.


The HLA-A1 supermotif is characterized by the presence in peptide ligands of a small (T or S) or hydrophobic (L, I, V, or M) primary anchor residue in position 2, and an aromatic (Y, F, or W) primary anchor residue at the C-terminal position of the epitope. The corresponding family of HLA molecules that bind to the A1 supermotif (i.e., the HLA-A1 supertype) is comprised of at least A*0101, A*2601, A*2602, A*2501, and A*3201 (see, e.g., DiBrino, M. et al., J. Immunol. 151:5930, 1993; DiBrino, M. et al., J. Immunol. 152:620, 1994; Kondo, A. et al., Immunogenetics 45:249, 1997). Other allele-specific HLA molecules predicted to be members of the A1 superfamily are shown in Table 137. Peptides binding to each of the individual HLA proteins can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


Primary anchor specificities for allele-specific HLA-A2.1 molecules (see, e.g., Falk et al., Nature 351:290-296, 1991; Hunt et al., Science 255:1261-1263, 1992; Parker et al., J. Immunol. 149:3580-3587, 1992; Ruppert et al., Cell 74:929-937, 1993) and cross-reactive binding among HLA-A2 and -A28 molecules have been described. (See, e.g., Fruci et al., Human Immunol. 38:187-192, 1993; Tanigaki et al., Human Immunol. 39:155-162, 1994; Del Guercio et al., J. Immunol. 154:685-693, 1995; Kast et al., J. Immunol. 152:3904-3912, 1994 for reviews of relevant data.) These primary anchor residues define the HLA-A2 supermotif; which presence in peptide ligands corresponds to the ability to bind several different HLA-A2 and -A28 molecules. The HLA-A2 supermotif comprises peptide ligands with L, I, V, M, A, T, or Q as a primary anchor residue at position 2 and L, I, V, M, A, or T as a primary anchor residue at the C-terminal position of the epitope.


The corresponding family of HLA molecules (i.e., the HLA-A2 supertype that binds these peptides) is comprised of at least: A*0201, A*0202, A*0203, A*0204, A*0205, A*0206, A*0207, A*0209, A*0214, A*6802, and A*6901. Other allele-specific HLA molecules predicted to be members of the A2 superfamily are shown in Table 137. As explained in detail below, binding to each of the individual allele-specific HLA molecules can be modulated by substitutions at the primary anchor and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


The HLA-A3 supermotif is characterized by the presence in peptide ligands of A, L, I, V, M, S, or, T as a primary anchor at position 2, and a positively charged residue, R or K, at the C-terminal position of the epitope, e.g., in position 9 of 9-mers (see, e.g., Sidney et al., Hum. Immunol. 45:79, 1996). Exemplary members of the corresponding family of HLA molecules (the HLA-A3 supertype) that bind the A3 supermotif include at least A*0301, A*1101, A*3101, A*3301, and A*6801. Other allele-specific HLA molecules predicted to be members of the A3 supertype are shown in Table 1. As explained in detail below, peptide binding to each of the individual allele-specific HLA proteins can be modulated by substitutions of amino acids at the primary and/or secondary anchor positions of the peptide, preferably choosing respective residues specified for the supermotif.


The HLA-A24 supermotif is characterized by the presence in peptide ligands of an aromatic (F, W, or Y) or hydrophobic aliphatic (L, I, V, M, or T) residue as a primary anchor in position 2, and Y, F, W, L, I, or M as primary anchor at the C-terminal position of the epitope (see, e.g., Sette and Sidney, Immunogenetics, in press, 1999). The corresponding family of HLA molecules that bind to the A24 supermotif (i.e., the A24 supertype) includes at least A*2402, A*3001, and A*2301. Other allele-specific HLA molecules predicted to be members of the A24 supertype are shown in Table 137. Peptide binding to each of the allele-specific HLA molecules can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


The HLA-B7 supermotif is characterized by peptides bearing proline in position 2 as a primary anchor, and a hydrophobic or aliphatic amino acid (L, I, V, M, A, F, W, or Y) as the primary anchor at the C-terminal position of the epitope. The corresponding family of HLA molecules that bind the B7 supermotif (i.e., the HLA-B7 supertype) is comprised of at least twenty six HLA-B proteins including: B*0702, B*0703, B*0704, B*0705, B*1508, B*3501, B*3502, B*3503, B*3504, B*3505, B*3506, B*3507, B*3508, B*5101, B*5102, B*5103, B*5104, B*5105, B*5301, B*5401, B*5501, B*5502, B*5601, B*5602, B*6701, and B*7801 (see, e.g., Sidney, et al., J. Immunol. 154:247, 1995; Barber, et al., Curr. Biol. 5:179, 1995; Hill, et al., Nature 360:434, 1992; Rammensee, et al., Immunogenetics 41:178, 1995 for reviews of relevant data). Other allele-specific HLA molecules predicted to be members of the B7 supertype are shown in Table 137. As explained in detail below, peptide binding to each of the individual allele-specific HLA proteins can be modulated by substitutions at the primary and/or secondary anchor positions of the peptide, preferably choosing respective residues specified for the supermotif.


The HLA-B27 supermotif is characterized by the presence in peptide ligands of a positively charged (R, H, or K) residue as a primary anchor at position 2, and a hydrophobic (F, Y, L, W, M, I, A, or V) residue as a primary anchor at the C-terminal position of the epitope (see, e.g., Sidney and Sette, Immunogenetics, in press, 1999). Exemplary members of the corresponding family of HLA molecules that bind to the B27 supermotif (i.e., the B27 supertype) include at least B*1401, B*1402, B*1509, B*2702, B*2703, B*2704, B*2705, B*2706, B*3801, B*3901, B*3902, and B*7301. Other allele-specific HLA molecules predicted to be members of the B27 supertype are shown in Table 137. Peptide binding to each of the allele-specific HLA molecules can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


The HLA-B44 supermotif is characterized by the presence in peptide ligands of negatively charged (D or E) residues as a primary anchor in position 2, and hydrophobic residues (F, W, Y, L, I, M, V, or A) as a primary anchor at the C-terminal position of the epitope (see, e.g., Sidney et al., Immunol. Today 17:261, 1996). Exemplary members of the corresponding family of HLA molecules that bind to the B44 supermotif (i.e., the B44 supertype) include at least: B*1801, B*1802, B*3701, B*4001, B*4002, B*4006, B*4402, B*4403, and B*4006. Peptide binding to each of the allele-specific HLA molecules can be modulated by substitutions at primary and/or secondary anchor positions; preferably choosing respective residues specified for the supermotif.


The HLA-B58 supermotif is characterized by the presence in peptide ligands of a small aliphatic residue (A, S, or T) as a primary anchor residue at position 2, and an aromatic or hydrophobic residue (F, W, Y, L, I, V, M, or A) as a primary anchor residue at the C-terminal position of the epitope (see, e.g., Sidney and Sette, Immunogenetics, in press, 1999 for reviews of relevant data). Exemplary members of the corresponding family of HLA molecules that bind to the B58 supermotif (i.e., the B58 supertype) include at least: B*1516, B*1517, B*5701, B*5702, and B*5801. Other allele-specific HLA molecules predicted to be members of the B58 supertype are shown in Table 137. Peptide binding to each of the allele-specific HLA molecules can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


The HLA-B62 supermotif is characterized by the presence in peptide ligands of the polar aliphatic residue Q or a hydrophobic aliphatic residue (L, V, M, I, or P) as a primary anchor in position 2, and a hydrophobic residue (F, W, Y, M, I, V, L, or A) as a primary anchor at the C-terminal position of the epitope (see, e.g., Sidney and Sette, Immunogenetics, in press, 1999). Exemplary members of the corresponding family of HLA molecules that bind to the B62 supermotif (i.e., the B62 supertype) include at least: B*1501, B*1502, B*1513, and B5201. Other allele-specific HLA molecules predicted to be members of the B62 supertype are shown in Table 137


Peptide binding to each of the allele-specific HLA molecules can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


The HLA-A1 motif is characterized by the presence in peptide ligands of T, S, or M as a primary anchor residue at position 2 and the presence of Y as a primary anchor residue at the C-terminal position of the epitope. An alternative allele-specific A1 motif is characterized by a primary anchor residue at position 3 rather than position 2. This motif is characterized by the presence of D, E, A, or S as a primary anchor residue in position 3, and a Y as a primary anchor residue at the C-terminal position of the epitope (see, e.g., DiBrino et al., J. Immunol., 152:620, 1994; Kondo et al., Immunogenetics 45:249, 1997; and Kubo et al., J. Immunol. 152:3913, 1994 for reviews of relevant data). An HLA-A1 extended motif includes a D residue in position 3 and A, I, L, or F at the C-terminus. Peptide binding to HLA A1 can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the motif. Residues T, S, or M at position 2 and Y at the C-terminal position are a subset of the A1 supermotif primary anchors.


An HLA-A2*0201 motif was characterized by the presence in peptide ligands of L or M as a primary anchor residue in position 2, and L or V as a primary anchor residue at the C-terminal position of a 9-residue peptide (see, e.g., Falk et al., Nature 351:290-296, 1991) and was further found to comprise an I at position 2 and I or A at the C-terminal position of a nine amino acid peptide (see, e.g., Hunt et al., Science 255:1261-1263, Mar. 6, 1992; Parker et al., J. Immunol. 149:3580-3587, 1992). The A*0201 allele-specific motif has also been defined to additionally comprise V, A, T, or Q as a primary anchor residue at position 2, and M or T as a primary anchor residue at the C-terminal position of the epitope (see, e.g., Kast et al., J. Immunol. 152:3904-3912, 1994). Thus, the HLA-A*0201 motif comprises peptide ligands with L, I, V, M, A, T, or Q as primary anchor residues at position 2 and L, I, V, M, A, or T as a primary anchor residue at the C-terminal position of the epitope. The preferred and tolerated residues that characterize the primary anchor positions of the HLA-A*0201 motif are identical to the residues describing the A2 supermotif. (For reviews of relevant data, see, e.g., Del Guercio et al., J. Immunol. 154:685-693, 1995; Ruppert et al., Cell 74:929-937, 1993; Sidney et al., Immunol. Today 17:261-266, 1996; Sette and Sidney, Curr. Opin. in Immunol. 10:478-482, 1998). Secondary anchor residues that characterize the A*0201 motif have additionally been defined (see, e.g., Ruppert et al., Cell 74:929-937, 1993). Peptide binding to HLA-A*0201 molecules can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the motif.


The HLA-A3 motif is characterized by the presence in peptide ligands of L, M, V, I, S, A, T, F, C, G, or D as a primary anchor residue at position 2, and the presence of K, Y, R, H, F, or A as a primary anchor residue at the C-terminal position of the epitope (see, e.g., DiBrino et al., Proc. Natl. Acad. Sci USA 90:1508, 1993; and Kubo et al., J. Immunol. 152:3913-3924, 1994). Peptide binding to HLA-A3 can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the motif.


The HLA-A11 motif is characterized by the presence in peptide ligands of V, T, M, L, I, S, A, G, N, C, D, or F as a primary anchor residue in position 2, and K, R, Y, or H as a primary anchor residue at the C-terminal position of the epitope (see, e.g., Zhang et al., Proc. Natl. Acad. Sci USA 90:2217-2221, 1993; and Kubo et al., J. Immunol. 152:3913-3924, 1994). Peptide binding to HLA-A11 can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the motif.


The HLA-A24 motif is characterized by the presence in peptide ligands of Y, F, W, or M as a primary anchor residue in position 2, and F, L, I, or W as a primary anchor residue at the C-terminal position of the epitope (see, e.g., Kondo et al., J. Immunol. 155:4307-4312, 1995; and Kubo et al., J. Immunol. 152:3913-3924, 1994). Peptide binding to HLA-A24 molecules can be modulated by substitutions at primary and/or secondary anchor positions; preferably choosing respective residues specified for the motif.


Motifs Indicative of Class II HTL Inducing Peptide Epitope


The primary anchor residues of the HLA class II supermotifs and motifs are delineated below.


HLA DR-1-4-7 Supermotif


Motifs have also been identified for peptides that bind to three common HLA class II allele-specific HLA molecules: HLA DRB1*0401, DRB1*0101, and DRB1*0701 (see, e.g., the review by Southwood et al. J. Immunology 160:3363-3373, 1998). Collectively, the common residues from these motifs delineate the HLA DR-1-4-7 supermotif. Peptides that bind to these DR molecules carry a supermotif characterized by a large aromatic or hydrophobic residue (Y, F, W, L, I, V, or M) as a primary anchor residue in position 1, and a small, non-charged residue (S, T, C, A, P, V, I, L, or M) as a primary anchor residue in position 6 of a 9-mer core region. Allele-specific secondary effects and secondary anchors for each of these HLA types have also been identified (Southwood et al., supra). These are set forth in Table 139. Peptide binding to HLA-DRB1*0401, DRB1*0101, and/or DRB1*0701 can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the supermotif.


Two alternative motifs (i.e., submotifs) characterize peptide epitopes that bind to HLA-DR3 molecules (see, e.g., Geluk et al., J. Immunol. 152:5742, 1994). In the first motif (submotif DR3A) a large, hydrophobic residue (L, I, V, M, F, or Y) is present in anchor position 1 of a 9-mer core, and D is present as an anchor at position 4, towards the carboxyl terminus of the epitope. As in other class II motifs, core position 1 may or may not occupy the peptide N-terminal position.


The alternative DR3 submotif provides for lack of the large, hydrophobic residue at anchor position 1, and/or lack of the negatively charged or amide-like anchor residue at position 4, by the presence of a positive charge at position 6 towards the carboxyl terminus of the epitope. Thus, for the alternative allele-specific DR3 motif (submotif DR3B): L, I, V, M, F, Y, A, or Y is present at anchor position 1; D, N, Q, E, S, or T is present at anchor position 4; and K, R, or H is present at anchor position 6. Peptide binding to HLA-DR3 can be modulated by substitutions at primary and/or secondary anchor positions, preferably choosing respective residues specified for the motif.


As with HLA class I binding peptides, motifs have also been defined for HLA class II-binding peptides. Several studies have identified an important role for an aromatic or hydrophobic residue (I, L, M, V, F, W, or Y) at position 1 of a 9-mer core region, typically nested within a longer peptide sequence, in the binding of peptide ligands to several HLA-class II alleles (Hammer et al. Cell 74:197, (1993); Sette et al. J. Immunol. 151:3163-70 (1993); O'Sullivan et al. J. Immunol. 147:2663 (1991); and Southwood et al. J. Immunol. 160:3363-73 (1998)). A strong role has also been demonstrated for the residue in position 6 of the 9-mer core, where short and/or hydrophobic residues (S, T, C, A, P, V, I, L, or M) are preferred. This position 1-position 6 motif has been described as a DR-supermotif (Southwood et al. J. Immunol. 160:3363-3373 (1998)) and has been shown to efficiently identify peptides capable of binding a large set of common HLA-class II alleles.


Peptides binding to class II molecules may also be analyzed with respect to the identification of secondary preferred or deleterious residues. For example, to derive a more detailed DRB1*0401 motif to define secondary residues influencing peptide binding, we employed a strategy similar to that performed with class I peptides. For each peptide analyzed, nine-residue-long core regions were aligned on the basis of the primary class II positions P1 and P6 anchors. Then, the average binding affinity of a peptide carrying a particular residue was calculated for each position, relative to the remainder of the group. Following this method, values showing average relative binding were compiled. These values also present a map of the positive or negative effect of each of the 20 naturally occurring amino acids in DRB1*0401 binding capacity when occupying a particular position relative to the P1-P6 class II motif positions.


Variations in average relative binding of greater than or equal to fourfold or less than or equal to 0.25 were arbitrarily considered significant and indicative of secondary effects of a given residue on HLA-peptide interactions. Most secondary effects were associated with P4, P7, and P9. These positions correspond to secondary anchors engaging shallow pockets on the DR molecule. Similar studies defining secondary residues were also performed for DRB1*0101 and DRB1*0701. The definitions of secondary residues of motifs for DR1, DR4, and DR7 are shown in TABLE 139.


Upon definition of allele-specific secondary effects and secondary anchors, allele-specific algorithms were derived and utilized to identify peptides binding DRB1*0101, DRB1*0401, and DRB*0701. Further experiments, identified a large set of HLA class II molecules, which includes at least the DRB1*0101, DRB1*0401, and DRB*0701, DRB1*1501, DRB1*0901 and DRB1*1302 allelic products recognizing the DR supermotif, and is characterized by largely overlapping peptide binding repertoires.


The data presented above confirm that several common HLA class II types are characterized by largely overlapping peptide binding repertoires. On this basis, in analogy to the case of HLA class I molecules, HLA class II molecules can be grouped in a HLA class II supertype, defined and characterized by similar, or largely overlapping (albeit not identical) peptide binding specificities.


Analogs of HLA class II binding peptides that bear HLA class II motifs may be created in a manner similar to Class I molecules. Peptides bearing motifs may be modified at primary anchor residues to modulate binding affinity, at secondary residues or both primary and secondary residues. Examples may be found in related application U.S. Ser. No. 08/121,101. For example, the TT830-843 peptide (QYIKANSKFIGITE (SEQ ID NO:14622) is capable of binding strongly, i.e. with an affinity of between 10-100 nM, to many DR alleles including DR1, DR2, DR5, and DR7. However, the peptide binds 100-1000-fold less well to DR4w4. It was predicted that the lower affinity of TT830-843 for DR4w4 correlated with the presence of a positive charge in position 7 (K837) in the DR binding motif. Positive charges in position 7 are allowed in the case of DR1 or DR7, but not in the case of DR4w4. For this reason, it was predicted that TT analogs carrying a non-charged residue in position 837 would be good DR4w4 binders. Analysis of the binding characteristics of a peptide analog bearing an S substitution for the charged K residue demonstrated that the analog was capable of binding at much higher affinity to DR4w4 compared to the native peptide, i.e. the IC50 of the analog was 13 nM compared to an IC50 of 15,000 nM for the native sequence.


The peptides present in the invention can be identified by any suitable method. For example, peptides are conveniently identified using the algorithms of the invention described in the co-pending U.S. patent application Ser. No. 09/894,018. These algorithms are mathematical procedures that produce a score which enables the selection of immunogenic peptides. Typically one uses the algorithmic score with a binding threshold to enable selection of peptides that have a high probability of binding at a certain affinity and will in turn be immunogenic. The algorithm are based upon either the effects on MHC binding of a particular amino acid at a particular position of a peptide or the effects on binding MHC of a particular substitution in a motif containing peptide.


Peptide sequences characterized in molecular binding assays and capture assays have been and can be identified utilizing various technologies. Motif-positive sequences are identified using a customized application created at Epimmune. Sequences are also identified utilizing matrix-based algorithms, and have been used in conjunction with a “power” module that generates a predicted 50% inhibitory concentration (PIC) value. These latter methods are operational on Epimmune's HTML-based Epitope Information System (EIS) database. All of the described methods are viable options in peptide sequence selection for IC50 determination using binding assays.


Additional procedures useful in identifying the peptides of the present invention generally follow the methods disclosed in Falk et al., Nature 351:290 (1991). Briefly, the methods involve large-scale isolation of MHC class I molecules, typically by immunoprecipitation or affinity chromatography, from the appropriate cell or cell line. Examples of other methods for isolation of the desired MHC molecule equally well known to the artisan include ion exchange chromatography, lectin chromatography, size exclusion, high performance liquid chromatography, and a combination of some or all of the above techniques.


For example, isolation of peptides bound to MHC class I molecules include lowering the culture temperature from 37° C. to 26° C. overnight to destabilize β2 microglobulin and stripping the endogenous peptides from the cell using a mild acid treatment. The methods release previously bound peptides into the extracellular environment allowing new exogenous peptides to bind to the empty class I molecules. The cold-temperature incubation method enables exogenous peptides to bind efficiently to the MHC complex, but requires an overnight incubation at 26° C. which may slow the cell's metabolic rate. It is also likely that cells not actively synthesizing MHC molecules (i.e., resting PBMC) would not produce high amounts of empty surface MHC molecules by the cold temperature procedure.


Immunoprecipitation is also used to isolate the desired allele. A number of protocols can be used, depending upon the specificity of the antibodies used. For example, allele-specific mAb reagents can be used for the affinity purification of the HLA-A, HLA-B, and HLA-C molecules. Several mAb reagents for the isolation of HLA-A molecules are available (TABLE 3). Monoclonal antibody BB7.2 is suitable for isolating HLA-A2 molecules. Thus, for each of the targeted HLA-A alleles, reagents are available that may be used for the direct isolation of the HLA-A molecules. Affinity columns prepared with these mAbs using standard techniques are successfully used to purify the respective HLA-A allele products.


In addition to allele-specific mAbs, broadly reactive anti-HLA-A, B, C mAbs, such as W6/32 and B9.12.1, and one anti-HLA-B, C mAb, B1.23.2, could be used in alternative affinity purification protocols as described in patents and patent applications described herein.


The peptides bound to the peptide binding groove of the isolated MHC molecules are typically eluted using acid treatment. Peptides can also be dissociated from MHC molecules by a variety of standard denaturing means, such as, for example, heat, pH, detergents, salts, chaotropic agents, or a combination acid treatment and/or more standard denaturing means.


Peptide fractions are further separated from the MHC molecules by reversed-phase high performance liquid chromatography (HPLC) and sequenced. Peptides can be separated by a variety of other standard means well known to the artisan, including filtration, ultrafiltration, electrophoresis, size chromatography, precipitation with specific antibodies, ion exchange chromatography, isoelectrofocusing, and the like.


Sequencing of the isolated peptides can be performed according to standard techniques such as Edman degradation (Hunkapiller, M. W., et al., Methods Enzymol. 91, 399 (1983)). Other methods suitable for sequencing include mass spectrometry sequencing of individual peptides as previously described (Hunt, et al., Science 225:1261 (1992)). Amino acid sequencing of bulk heterogeneous peptides (i.e., pooled HPLC fractions) from different MHC molecules typically reveals a characteristic sequence motif for each MHC allele. For assays of peptide-HLA interactions (e.g., quantitative binding assays) cells with defined MHC molecules are useful.


A large number of cells with defined MHC molecules, particularly MHC Class I molecules, are known and readily available. For example, human EBV-transformed B cell lines have been shown to be excellent sources for the preparative isolation of class I and class II MHC molecules. Well-characterized cell lines are available from private and commercial sources, such as American Type Culture Collection (“Catalogue of Cell Lines and Hybridomas,” 6th edition (1988) Manassas, Va., U.S.A.); National Institute of General Medical Sciences 1990/1991 Catalog of Cell Lines (NIGMS) Human Genetic Mutant Cell Repository, Camden, N.J.; and ASHI Repository, Brigham and Women's Hospital, 75 Francis Street, Boston, Mass. 02115. TABLE 3 and TABLE 23 list some B cell lines suitable for use as sources for HLA alleles. All of these cell lines can be grown in large batches and are therefore useful for large scale production of MHC molecules. One of skill will recognize that these are merely exemplary cell lines and that many other cell sources can be employed. Similar EBV B cell lines homozygous for HLA-B and HLA-C could serve as sources for HLA-B and HLA-C alleles, respectively. Specific cell lines and antibodies used to determine class II and murine peptides disclosed herein are set forth in TABLES 6 and 7.


The peptides of the invention can be prepared synthetically, or by recombinant DNA technology or from natural sources such as whole viruses or tumors. Although the peptide will preferably be substantially free of other naturally occurring host cell proteins and fragments thereof, in some embodiments the peptides can be synthetically or naturally conjugated to native protein fragments or particles. The peptides of the invention can be prepared in a wide variety of ways. Because of their relatively short size, the peptides can be synthesized in solution or on a solid support in accordance with conventional techniques. Various automatic synthesizers are commercially available and can be used in accordance with known protocols. See, for example, Stewart and Young, Solid Phase Peptide Synthesis, 2d. ed., Pierce Chemical Co. (1984), supra.


The capacity to bind MHC molecules is measured in a variety of different ways. One means is a MHC binding assay as described in the related applications, noted above. Other alternatives described in the literature include inhibition of antigen presentation (Sette, et al., J. Immunol. 141:3893 (1991), in vitro assembly assays (Townsend, et al., Cell 62:285 (1990), and FACS based assays using mutated cells, such as RMA.S (Melief, et al., Eur. J. Immunol. 21:2963 (1991)).


Capture Assay: Unlike the HPLC-based molecular binding assay, noted above, the high throughput screening (“HTS”) Capture assay does not utilize a size-exclusion silica column for separation of bound from unbound radioactive marker. Instead, wells of an opaque white 96-well Optiplate (Packard) are coated with 3 μg (100 μl @ 30 μg/ml) of HLA-specific antibody (Ab) that “capture” complexes of radiolabeled MHC and unlabeled peptide transferred from the molecular binding assay plate in 100 μl of 0.05% NP40/PBS. After a 3-hour incubation period, the supernatant is decanted and scintillation fluid (Microscint 20) added. Captured complexes are then measured on a microplate scintillation and luminescence counter (TopCount NXT™; Packard).


Additional assays for determining binding are described in detail, i.e., in PCT publications WO 94/20127 and WO 94/03205. Binding data results are often expressed in terms of IC50 value. IC50 is the concentration of peptide in a binding assay at which 50% inhibition of binding of a reference peptide occurs. Given the conditions in which the assays are preformed (i.e., limiting MHC proteins and labeled peptide concentrations), these values approximate KD values. It should be noted that IC50 values can change, often dramatically, if the assay conditions are varied, and depending on the particular reagents used (i.e., MHC preparation, etc.). For example, excessive concentrations of MHC molecules will increase the apparent measured IC50 of a given ligand. Alternatively, binding is expressed relative to a reference peptide. Although as a particular assay becomes more, or less, sensitive, the IC50's of the peptides tested may change somewhat, the binding relative to the reference peptide will not significantly change. For example, in an assay preformed under conditions such that the IC50 of the reference peptide increases 10-fold, the IC50 values of the test peptides will also increase approximately 10-fold. Therefore, to avoid ambiguities, the assessment of whether a peptide is a good, intermediate, weak, or negative binder is generally based on its IC50, relative to the IC50 of a standard peptide.


Binding may also be determined using other assay systems including those using: live cells (i.e., Ceppellini et al., Nature 339:392, 1989; Christnick et al., Nature 352:67, 1991; Busch et al., Int. Immunol. 2:443, 19990; Hill et al., J. Immunol. 147:189, 1991; del Guercio et al., J. Immunol. 154:685, 1995), cell free systems using detergent lysates (i.e., Cerundolo et al., J. Immunol. 21:2069, 1991), immobilized purified MHC (i.e., Hill et al., J. Immunol. 152, 2890, 1994; Marshall et al., J. Immunol. 152:4946, 1994), ELISA systems (i.e., Reay et al., EMBO J. 11:2829, 1992), surface plasmon resonance (i.e., Khilko et al., J. Biol. Chem. 268:15425, 1993); high flux soluble phase assays (Hammer et al., J. Exp. Med. 180:2353, 1994), and measurement of class I MHC stabilization or assembly (i.e., Ljunggren et al., Nature 346:476, 1990; Schumacher et al., Cell 62:563, 1990; Townsend et al., Cell 62:285, 1990; Parker et al., J. Immunol. 149:1896, 1992).


High affinity with respect to HLA class I molecules is defined as binding with an IC50, or KD value, of 50 nM or less; intermediate affinity with respect to HLA class I molecules is defined as binding with an IC50 or KD value of between about 50 and about 500 nM. High affinity with respect to binding to HLA class II molecules is defined as binding with an IC50 or KD value of 100 nM or less; intermediate affinity with respect to binding to HLA class II molecules is defined as binding with an IC50 or KD value of between about 100 and about 1000 nM. These values are as previously defined in the related patents and applications cited above.


The immunogenic peptides can be prepared synthetically, or by recombinant DNA technology or from natural sources such as whole viruses or tumors. Although the peptide will preferably be substantially free of other naturally occurring host cell proteins and fragments thereof, in some embodiments the peptides can be synthetically conjugated to native fragments or particles.


The polypeptides or peptides can be a variety of lengths, either in their neutral (uncharged) forms or in forms which are salts, and either free of modifications such as glycosylation, side chain oxidation, or phosphorylation or containing these modifications, subject to the condition that the modification not destroy the biological activity of the polypeptides as herein described.


Desirably, the peptide will be as small as possible while still maintaining substantially all of the biological activity of the large peptide. In one embodiment, it may be desirable to optimize peptides of the invention to a length of 8, 9, 10 or 11 amino acid residues, commensurate in size with endogenously processed viral peptides or tumor cell peptides that are bound to MHC class I molecules on the cell surface. In another embodiment, it may be desirable to optimize peptides of the invention to about 15 to 20 amino acid residues, commensurate with peptides that are bound to MHC class II molecules on the cell surface.


Peptides having the desired activity may be modified as necessary to provide certain desired attributes, e.g., improved pharmacological characteristics, while increasing or at least retaining substantially all of the biological activity of the unmodified peptide to bind the desired MHC molecule and activate the appropriate T cell. For instance, the peptides may be subject to various changes, such as substitutions, either conservative or non-conservative, where such changes might provide for certain advantages in their use, such as improved MHC binding. By “conservative substitution” is meant replacing an amino acid residue with another which is biologically and/or chemically similar, e.g., one hydrophobic residue for another, or one polar residue for another. The substitutions include combinations such as Gly, Ala; Val, Ile, Leu, Met; Asp, Glu; Asn, Gln; Ser, Thr; Lys, Arg; and Phe, Tyr. The effect of single amino acid substitutions may also be probed using D-amino acids. Such modifications may be made using well known peptide synthesis procedures, as described in e.g., Merrifield, Science 232:341-347 (1986), Barany and Merrifield, The Peptides, Gross and Meienhofer, eds. (N.Y., Academic Press), pp. 1-284 (1979); and Stewart and Young, Solid Phase Peptide Synthesis, (Rockford, Ill., Pierce), 2d Ed. (1984), incorporated by reference herein.


The peptides of the invention can also be modified by extending or decreasing the compound's amino acid sequence, e.g., by the addition or deletion of amino acids. The peptides or analogs of the invention can also be modified by altering the order or composition of certain residues, it being readily appreciated that certain amino acid residues essential for biological activity, e.g., those at critical contact sites or conserved residues, may generally not be altered without an adverse effect on biological activity. The non-critical amino acids need not be limited to those naturally occurring in proteins, such as L-α-amino acids, or their D-isomers, but may include non-natural amino acids as well, such as β-γ-δ-amino acids, as well as many derivatives of L-α-amino acids.


Typically, a series of peptides with single amino acid substitutions are employed to determine the effect of electrostatic charge, hydrophobicity, etc. on binding. For instance, a series of positively charged (e.g., Lys or Arg) or negatively charged (e.g., Glu) amino acid substitutions are made along the length of the peptide revealing different patterns of sensitivity towards various MHC molecules and T cell receptors. In addition, multiple substitutions using small, relatively neutral moieties such as Ala, Gly, Pro, or similar residues may be employed. The substitutions may be homo-oligomers or hetero-oligomers. The number and types of residues which are substituted or added depend on the spacing necessary between essential contact points and certain functional attributes which are sought (e.g., hydrophobicity versus hydrophilicity). Increased binding affinity for an MHC molecule or T cell receptor may also be achieved by such substitutions, compared to the affinity of the parent peptide. In any event, such substitutions should employ amino acid residues or other molecular fragments chosen to avoid, for example, steric and charge interference which might disrupt binding.


Amino acid substitutions are typically of single residues. Substitutions, deletions, insertions or any combination thereof may be combined to arrive at a final peptide. Substitutional variants are those in which at least one residue of a peptide has been removed and a different residue inserted in its place. Such substitutions generally are made in accordance with the following TABLE 72 when it is desired to finely modulate the characteristics of the peptide.


Substantial changes in function (e.g., affinity for MHC molecules or T cell receptors) are made by selecting substitutions that are less conservative than those in TABLE 70, i.e., selecting residues that differ more significantly in their effect on maintaining (a) the structure of the peptide backbone in the area of the substitution, for example as a sheet or helical conformation, (b) the charge or hydrophobicity of the molecule at the target site or (c) the bulk of the side chain. The substitutions which in general are expected to produce the greatest changes in peptide properties will be those in which (a) hydrophilic residue, e.g. seryl, is substituted for (or by) a hydrophobic residue, e.g. leucyl, isoleucyl, phenylalanyl, valyl or alanyl; (b) a residue having an electropositive side chain, e.g., lysl, arginyl, or histidyl, is substituted for (or by) an electronegative residue, e.g. glutamyl or aspartyl; or (c) a residue having a bulky side chain, e.g. phenylalanine, is substituted for (or by) one not having a side chain, e.g., glycine.


The peptides may also comprise isosteres of two or more residues in the immunogenic peptide. An isostere as defined here is a sequence of two or more residues that can be substituted for a second sequence because the steric conformation of the first sequence fits a binding site specific for the second sequence. The term specifically includes peptide backbone modifications well known to those skilled in the art. Such modifications include modifications of the amide nitrogen, the α-carbon, amide carbonyl, complete replacement of the amide bond, extensions, deletions or backbone crosslinks. See, generally, Spatola, Chemistry and Biochemistry of Amino Acids, peptides and Proteins, Vol. VII (Weinstein ed., 1983).


Modifications of peptides with various amino acid mimetics or unnatural amino acids are particularly useful in increasing the stability of the peptide in vivo. Stability can be assayed in a number of ways. For instance, peptidases and various biological media, such as human plasma and serum, have been used to test stability. See, e.g., Verhoef et al., Eur. J. Drug Metab. Pharmacokin. 11:291-302 (1986). Half life of the peptides of the present invention is conveniently determined using a 25% human serum (v/v) assay. The protocol is generally as follows. Pooled human serum (Type AB, non-heat inactivated) is delipidated by centrifugation before use. The serum is then diluted to 25% with RPMI tissue culture media and used to test peptide stability. At predetermined time intervals a small amount of reaction solution is removed and added to either 6% aqueous trichloracetic acid or ethanol. The cloudy reaction sample is cooled (4° C.) for 15 minutes and then spun to pellet the precipitated serum proteins. The presence of the peptides is then determined by reversed-phase HPLC using stability-specific chromatography conditions.


The peptides of the present invention or analogs thereof which have CTL stimulating activity may be modified to provide desired attributes other than improved serum half life. For instance, the ability of the peptides to induce CTL activity can be enhanced by linkage to a sequence which contains at least one epitope that is capable of inducing a T helper cell response.


Substitutions, deletions, insertions or any combination thereof may be combined to arrive at a final peptide. Substitutional variants are those in which at least one residue of a peptide has been removed and a different residue inserted in its place. Such substitutions generally are made in accordance with the following TABLE 70 when it is desired to finely modulate the characteristics of the peptide.


The peptides may also comprise isosteres of two or more residues in the MHC-binding peptide. An isostere as defined here is a sequence of two or more residues that can be substituted for a second sequence because the steric conformation of the first sequence fits a binding site specific for the second sequence. The term specifically includes peptide backbone modifications well known to those skilled in the art. Such modifications include modifications of the amide nitrogen, the α-carbon, amide carbonyl, complete replacement of the amide bond, extensions, deletions or backbone crosslinks. See, generally, Spatola, Chemistry and Biochemistry of Amino Acids, Peptides and Proteins, Vol. VII (Weinstein ed., 1983).


Modifications of peptides with various amino acid mimetics or unnatural amino acids are particularly useful in increasing the stability of the peptide in vivo. Stability can be assayed in a number of ways. For instance, peptidases and various biological media, such as human plasma and serum, have been used to test stability. See, e.g., Verhoef et al., Eur. J. Drug Metab. Pharmacokin. 11:291-302 (1986). Half life of the peptides of the present invention is conveniently determined using a 25% human serum (v/v) assay. The protocol is generally as follows. Pooled human serum (Type AB, non-heat inactivated) is delipidated by centrifugation before use. The serum is then diluted to 25% with RPMI tissue culture media and used to test peptide stability. At predetermined time intervals a small amount of reaction solution is removed and added to either 6% aqueous trichloracetic acid or ethanol. The cloudy reaction sample is cooled (4° C.) for 15 minutes and then spun to pellet the precipitated serum proteins. The presence of the peptides is then determined by reversed-phase HPLC using stability-specific chromatography conditions.


Such analogs may also possess improved shelf-life or manufacturing properties. More specifically, non-critical amino acids need not be limited to those naturally occurring in proteins, such as L-α-amino acids, or their D-isomers, but may include non-natural amino acids as well, such as amino acids mimetics, e.g. D- or L-naphylalanine; D- or L-phenylglycine; D- or L-2-thieneylalanine; D- or L-1, -2, 3-, or 4-pyreneylalanine; D- or L-3 thieneylalanine; D- or L-(2-pyridinyl)-alanine; D- or L-(3-pyridinyl)-alanine; D- or L-(2-pyrazinyl)-alanine; D- or L-(4-isopropyl)-phenylglycine; D-(trifluoromethyl)-phenylglycine; D-(trifluoromethyl)-phenylalanine; D-p-fluorophenylalanine; D- or L-ρ-biphenylphenylalanine; D- or L-ρ-methoxybiphenylphenylalanine; D- or L-2-indole(alkyl)alanines; and, D- or L-alkylalanines, where the alkyl group can be a substituted or unsubstituted methyl, ethyl, propyl, hexyl, butyl, pentyl, isopropyl, iso-butyl, sec-isotyl, iso-pentyl, or a non-acidic amino acids. Aromatic rings of a nonnatural amino acid include, e.g., thiazolyl, thiophenyl, pyrazolyl, benzimidazolyl, naphthyl, furanyl, pyrrolyl, and pyridyl aromatic rings.


Another embodiment for generating effective peptide analogs involves the substitution of residues that have an adverse impact on peptide stability or solubility in, e.g., a liquid environment. This substitution may occur at any position of the peptide epitope. Analogs of the present invention may include peptides containing substitutions to modify the physical property (e.g., stability or solubility) of the resulting peptide. For example, a cysteine (C) can be substituted out in favor of α-amino butyric acid. Due to its chemical nature, cysteine has the propensity to form disulfide bridges and sufficiently alter the peptide structurally so as to reduce binding capacity. Substituting α-amino butyric acid for C not only alleviates this problem, but actually improves binding and crossbinding capability in certain instances (see, e.g., the review by Sette et al., In: Persistent Viral Infections, Eds. R. Ahmed and I. Chen, John Wiley & Sons, England, 1999). Substitution of cysteine with α-amino butyric acid may occur at any residue of a peptide epitope, i.e. at either anchor or non-anchor positions.


The binding activity, particularly modification of binding affinity or cross-reactivity among HLA supertype family members, of peptides of the invention can also be altered using analoging, which is described in co-pending U.S. application Ser. No. 09/226,775 filed Jan. 6, 1999. In brief, the analoging strategy utilizes the motifs or supermotifs that correlate with binding to certain HLA molecules. Analog peptides can be created by substituting amino acid residues at primary anchor, secondary anchor, or at primary and secondary anchor positions. Generally, analogs are made for peptides that already bear a motif or supermotif. For a number of the motifs or supermotifs in accordance with the invention, residues are defined which are deleterious to binding to allele-specific HLA molecules or members of HLA supertypes that bind the respective motif or supermotif (see, e.g., Rupert et al. Cell 74:929, 1993; Sidney, J. et al., Hu. Immunol. 45:79, 1996; and Sidney et al.; Sidney, et al., J. Immunol. 154:247, 1995). Accordingly, removal of such residues that are detrimental to binding can be performed in accordance with the present invention. For example, in the case of the A3 supertype, when all peptides that have such deleterious residues are removed from the population of peptides used in the analysis, the incidence of cross-reactivity increased from 22% to 37% (see, e.g., Sidney, J. et al., Hu. Immunol. 45:79, 1996).


Thus, one strategy to improve the cross-reactivity of peptides within a given supermotif is simply to delete one or more of the deleterious residues present within a peptide and substitute a small “neutral” residue such as Ala (that may not influence T cell recognition of the peptide). An enhanced likelihood of cross-reactivity is expected if, together with elimination of detrimental residues within a peptide, “preferred” residues associated with high affinity binding to an allele-specific HLA molecule or to multiple HLA molecules within a superfamily are inserted.


To ensure that an analog peptide, when used as a vaccine, actually elicits a CTL response to the native epitope in vivo, the analog peptide may be used to induce T cells in vitro from individuals of the appropriate HLA allele. Thereafter, the immunized cells' capacity to lyse wild type peptide sensitized target cells is evaluated. Alternatively, evaluation of the cells' activity can be evaluated by monitoring IFN release. Each of these cell monitoring strategies evaluate the recognition of the APC by the CTL. It will be desirable to use as antigen presenting cells, typically cells that have been either infected, or transfected with the appropriate genes to establish whether endogenously produced antigen is also recognized by the T cells induced by the analog peptide. It is to be noted that peptide/protein-pulsed dendritic cells can be used to present whole protein antigens for both HLA class I and class II.


Another embodiment of the invention is to create analogs of weak binding peptides, to thereby ensure adequate numbers of cellular binders. Class I binding peptides exhibiting binding affinities of 500-5000 nM, and carrying an acceptable but suboptimal primary anchor residue at one or both positions can be “fixed” by substituting preferred anchor residues in accordance with the respective supertype. The analog peptides can then be tested for binding and/or cross-binding capacity.


Another embodiment of the invention is to create analogs of peptides that are already cross-reactive binders and are vaccine candidates, but which bind weakly to one or more alleles of a supertype. If the cross-reactive binder carries a suboptimal residue (less preferred or deleterious) at a primary or secondary anchor position, the peptide can be analoged by substituting out a deleterious residue and replacing it with a preferred or less preferred one, or by substituting out a less preferred reside and replacing it with a preferred one. The analog peptide can then be tested for cross-binding capacity.


The present invention provides methods for creating analogs of immunogenic peptides, as well as the analogs themselves. Analoging can comprise selection of desired residues at the primary and/or secondary anchor positions, thereby altering the binding affinity and immune modulating properties of the resulting analogs. Examples of modulations that may be achieved using the present invention include preparation of analogs with increased affinity for a particular HLA molecule (e.g., adding by substitution preferred secondary anchor residues specific for the molecule); preparation of analogs with increased cross-reactivity among different alleles (e.g., by substitution at a secondary or primary anchor position with a residue shared by more than one HLA molecule); or by production of a subdominant epitope (e.g., by substitution of residues which increase affinity but are not present on the immunodominant epitope). Peptides bearing epitopes may be modified (e.g., having analogs created thereof) to provide certain desired attributes, e.g., improved pharmacological characteristics, while increasing or at least retaining the ability to bind the desired HLA protein and, e.g., to activate the desired T cell. Moreover, peptides which lack a desired activity can be modified so as to thereby have that activity. In a presently preferred embodiment, a deleterious or non-preferred residue is removed and a preferred residue is substituted, preferred residues having been defined on the basis of a correlation with an increased binding affinity of the peptide that bears that particular motif or supermotif for the HLA molecule to which the peptide is bound.


The peptides can also be modified by extending or decreasing the compound's amino acid sequence, e.g., by the addition or deletion of amino acids; for this embodiment it is generally preferred to add amino acids. If amino acids are added for class I restricted peptides, they are preferably added between the second amino acid from the N terminus and the C terminus (for peptides bearing a motif with primary anchors at position 2 and the C-terminus). For class II restricted peptides, amino acids can generally be added at the termini of the peptide. Peptides, including analogs, of the invention can also be modified by altering the order or composition of certain residues, it being readily appreciated that certain amino acid residues essential for biological activity, e.g., those at anchor positions, or conserved residues, may generally not be altered without an adverse effect on a biological activity. In certain contexts, however, it may be desirable to produce peptides which lead to a biological activity that might otherwise be deemed “adversely affected”.


Heteroclitic analog peptides of the invention are particularly useful to induce an immune response against antigens to which a patient's immune system has become tolerant. Tolerance refers to a specific immunologic nonresponsiveness induced by prior exposure to an antigen. Thus, tolerance can be overcome in the patient by identifying a particular class I peptide epitope to which a patient is tolerant, modifying the peptide epitope sequence according to the methods of the invention, and inducing an immune response that cross-reacts against the tolerized epitope (antigen). Overcoming tolerance is particularly desirable, for example, when a patient's immune system is tolerant of a viral or tumor-associated antigen, the latter antigens being often over-expressed self-proteins as a consequence of cell transformation. Heteroclitic analoging is described in co-pending U.S. provisional application No. 60/166,529 filed Nov. 18, 1999 and US provisional application for “Heteroclitic Analogs And Related Methods,” Tangri et al., inventors, 60/239,008, filed Oct. 6, 2000.


The peptides of the present invention or analogs thereof which have CTL stimulating activity may be modified to provide desired attributes other than improved serum half life. For instance, the ability of the peptides to induce CTL activity can be enhanced by linkage to a sequence which contains at least one epitope that is capable of inducing a T helper cell response.


In some embodiments, the T helper peptide is one that is recognized by T helper cells in the majority of the population. This can be accomplished by selecting amino acid sequences that bind to many, most, or all of the MHC class II molecules. These are known as “loosely MHC-restricted” T helper sequences. Examples of amino acid sequences that are loosely MHC-restricted include sequences from antigens such as Tetanus toxin at positions 830-843 (QYIKANSKFIGITE (SEQ ID NO:8080)), Plasmodium falciparum circumsporozoite (CS) protein at positions 378-398 (DIEKKIAKMEKASSVFNVVNS (SEQ ID NO:14616)), and Streptococcus 18 kD protein at positions 1-16 (YGAVDSILGGVATYGAA (SEQ ID NO:8060)). Further examples of amino acid sequences that are recognized by HTL present in a broad segments of the population are sequences that bear the DR supermotif as shown in TABLE 139.


Alternatively, it is possible to prepare synthetic peptides capable of stimulating T helper lymphocytes, in a loosely MHC-restricted fashion, using amino acid sequences not found in nature (see, e.g., PCT publication WO 95/07707). These synthetic compounds, called Pan-DR-binding epitopes or PADRE® molecules (Epimmune, San Diego, Calif.), are designed on the basis of their binding activity to most HLA-DR (human MHC class II) molecules (see, e.g., U.S. Ser. No. 08/121,101 (now abandoned) and related U.S. Ser. No. 08/305,871 (now U.S. Pat. No. 5,736,142)). For instance, a pan-DR-binding epitope peptide having the formula: aKXVWANTLKAAa, where X is either cyclohexylalanine, phenylalanine, or tyrosine, and “a” is either D-alanine or L-alanine, has been found to bind to most HLA-DR alleles, and to stimulate the response of T helper lymphocytes from most individuals, regardless of their HLA type.


Particularly preferred immunogenic peptides/T helper conjugates are linked by a spacer molecule. The spacer is typically comprised of relatively small, neutral molecules, such as amino acids or amino acid mimetics, which are substantially uncharged under physiological conditions. The spacers are typically selected from, e.g., Ala, Gly, or other neutral spacers of nonpolar amino acids or neutral polar amino acids. It will be understood that the optionally present spacer need not be comprised of the same residues and thus may be a hetero- or homo-oligomer. When present, the spacer will usually be at least one or two residues, more usually three to six residues. Alternatively, the CTL peptide may be linked to the T helper peptide without a spacer.


The immunogenic peptide may be linked to the T helper peptide either directly or via a spacer either at the amino or carboxy terminus of the CTL peptide. The amino terminus of either the immunogenic peptide or the T helper peptide may be acylated. The T helper peptides used in the invention can be modified in the same manner as CTL peptides. For instance, they may be modified to include D-amino acids or be conjugated to other molecules such as lipids, proteins, sugars and the like. Exemplary T helper peptides include tetanus toxoid 830-843, influenza 307-319, malaria circumsporozoite 382-398 and 378-389.


In some embodiments it may be desirable to include in the pharmaceutical compositions of the invention at least one component which primes CTL. Lipids have been identified as agents capable of priming CTL in vivo against viral antigens. For example, palmitic acid residues can be attached to the alpha and epsilon amino groups of a Lys residue and then linked, e.g., via one or more linking residues such as Gly, Gly-Gly-, Ser, Ser-Ser, or the like, to an immunogenic peptide. The lipidated peptide can then be injected directly in a micellar form, incorporated into a liposome or emulsified in an adjuvant, e.g., incomplete Freund's adjuvant. In a preferred embodiment a particularly effective immunogen comprises palmitic acid attached to alpha and epsilon amino groups of Lys, which is attached via linkage, e.g., Ser-Ser, to the amino terminus of the immunogenic peptide. Also in a preferred embodiment a particularly effective immunogen comprises palmitic acid attached to alpha and epsilon amino groups of Lys, which is attached via linkage, e.g., Ser-Ser, to the amino terminus of a class I restricted peptide having T cell determinants, such as those peptides described herein as well as other peptides which have been identified as having such determinants.


As another example of lipid priming of CTL responses, E. coli lipoproteins, such as tripalmitoyl-S-glycerylcysteinlyseryl-serine (P3CSS) can be used to prime virus specific CTL when covalently attached to an appropriate peptide. See, Deres et al., Nature 342:561-564 (1989), incorporated herein by reference. Peptides of the invention can be coupled to P3CSS, for example, and the lipopeptide administered to an individual to specifically prime a CTL response to the target antigen. Further, as the induction of neutralizing antibodies can also be primed with P3CSS conjugated to a peptide which displays an appropriate epitope, the two compositions can be combined to more effectively elicit both humoral and cell-mediated responses to infection.


In addition, additional amino acids can be added to the termini of a peptide to provide for ease of linking peptides one to another, for coupling to a carrier support, or larger peptide, for modifying the physical or chemical properties of the peptide or oligopeptide, or the like. Amino acids such as tyrosine, cysteine, lysine, glutamic or aspartic acid, or the like, can be introduced at the C- or N-terminus of the peptide or oligopeptide. Modification at the C terminus in some cases may alter binding characteristics of the peptide. In addition, the peptide or oligopeptide sequences can differ from the natural sequence by being modified by terminal-NH2 acylation, e.g., by alkanoyl (C1-C20) or thioglycolyl acetylation, terminal-carboxyl amidation, e.g., ammonia, methylamine, etc. In some instances these modifications may provide sites for linking to a support or other molecule.


The peptides of the invention can be prepared in a wide variety of ways. Because of their relatively short size, the peptides can be synthesized in solution or on a solid support in accordance with conventional techniques. Various automatic synthesizers are commercially available and can be used in accordance with known protocols. See, for example, Stewart and Young, Solid Phase Peptide Synthesis, 2d. ed., Pierce Chemical Co. (1984), supra.


Another aspect of the present invention is directed to vaccines which comprise an immunogenically effective amount of one or more peptides as described herein. Peptides may be introduced into a host using a variety of delivery vehicles known to those of skill in the art including PLG microspheres with entrapped peptides and virus-like particles. Furthermore, epitopes may be introduced as multiple antigen peptides (MAPs) (see e.g., Mora and Tam, J. Immunol. 161:3616-23 (1998)), or as immunostimulating complexes (ISCOMS) (see e.g., Hu et al. Clin. Exp. Immunol. 113:235-43 (1998)) as known in the art.


Vaccines that contain an immunogenically effective amount of one or more peptides as described herein are a further embodiment of the invention. Once appropriately immunogenic epitopes have been defined, they can be delivered by various means, herein referred to as “vaccine” compositions. Such vaccine compositions can include, for example, lipopeptides (e.g., Vitiello, A. et al., J: Clin. Invest. 95:341, 1995), peptide compositions encapsulated in poly(DL-lactide-co-glycolide) (“PLG”) microspheres (see, e.g., Eldridge, et al., Molec. Immunol. 28:287-294, 1991: Alonso et al., Vaccine 12:299-306, 1994; Jones et al., Vaccine 13:675-681, 1995), peptide compositions contained in immune stimulating complexes (ISCOMS) (see, e.g., Takahashi et al., Nature 344:873-875, 1990; Hu et al., Clin Exp Immunol. 113:235-24: 1998), multiple antigen peptide systems (MAPs) (see e.g., Tam, J. P., Proc. Nati. Acaa Sci. U.S.A. 85:5409-5413, 1988; Tam, J. P., J Immunol. Methods 196:17-32, 1996), vir delivery vectors (Perkus, M. E. et al., In: Concepts in vaccine development, Kaufmann H. E., ed., p. 379, 1996; Chakrabarti, S. et al., Nature 320:535, 1986; Hu, S. L. et al., Nature 320:537, 1986; Kieny, M.-P. et al., AIDS Bio/Technology 4:790, 1986; Top, F. et al., J Infect. Dis. 124:148, 1971; Chanda, P. K. et al., Virology 175:535, 1990), particles of viral or synthetic origin (e.g., Kofler, N. et al., J Immunol. Methods. 192:2˜1996; Eldridge, J. H. et al., Sem. Bematol. 30:16, 1993; Fa10, L. D., Jr. et al., Nature Med. 7:649, 1995), adjuvants (Warren, H. S., Vogel, F. R., and Chedid, L. A. Annu. Re Immunol. 4:369, 1986; Gupta, R. K. et al., Vaccine 11:293, 1993), liposomes (Reddy, R et al., J. Immunol. 148:1585, 1992; Rock, K. L., Immunol. Today 17:131, 1996), or, naked or particle absorbed cDNA (Ulmer, J. B. et al., Science 259:1745, 1993; Robinsol H. L., Hunt, L. A., and Webster, R. G., Vaccine 11:957, 1993; Shiver, J. W. et al., In: Concepts in vaccine development, Kaufmann, S. H. E., ed., p. 423, 1996; Cease, K. B., and Berzofsky, J. A., Annu. Rev. Immunol. 12:923, 1994 and Eldridge, J. H. et al., Sem. Hematol. 30:16, 1993). Toxin-targeted delivery technologies, also known as receptor mediated targeting, such as those of Avant Immunotherapeutics, Inc. (Needham, Mass.) may also be used.


Vaccine compositions of the invention include nucleic acid-mediated modalities. DNA or RNA encoding one or more of the peptides of the invention can also be administered to a patient. This approach is described, for instance, in Wolff et. al., Science 247: 1465 (1990) as well as U.S. Pat. Nos. 5,580,859; 5,589,466; 5,804,566; 5,739,118; 5,736,524; 5,679,647; WO 98/04720; and in more detail below. Examples of DNA-based delivery technologies include “naked DNA”, facilitated (bupivicaine, polymers, peptide-mediated) delivery, cationic lipid complexes, and particle-mediated (“gene gun”) or pressure-mediated delivery (see, e.g., U.S. Pat. No. 5,922,687).


For therapeutic or prophylactic immunization purposes, the peptides of the invention can be expression vectors include attenuated viral hosts, such as vaccinia or fowlpox. This approach involves the use of vaccinia virus, for example, as a vector to express nucleotide sequences that encode the pep tides of the invention. Upon introduction into an acutely or chronically infected host or into a non-infected host, the recombinant vaccinia virus expresses the immunogenic peptide, and thereby elicits a host CTL and/or HTL response. Vaccinia vectors and methods useful in immunization protocols are described in, e.g., U.S. Pat. No. 4,722,848. Another vector is BCG (Bacille Calmette Guerin). BCG vectors are described in Stover et al., Nature 351:456-460 (1991). A wide variety of other vectors useful for therapeutic administration or immunization of the peptides of the invention, e.g. adeno and adeno-associated virus vectors, retroviral vectors, Salmonella typhi vectors, detoxified anthrax toxin vectors, and the like, will be apparent to those skilled in the art from the description herein.


Furthermore, vaccines in accordance with the invention can encompass one or more of the peptides of the invention. Accordingly, a peptide can be present in a vaccine individually. Alternatively, the peptide can be individually linked to its own carrier; alternatively, the peptide can exist as a homopolymer comprising multiple copies of the same peptide, or as a heteropolymer of various peptides. Polymers have the advantage of increased immunological reaction and, where different peptide epitopes are used to make up the polymer, the additional ability to induce antibodies and/or CTLs that react with different antigenic determinants of the pathogenic organism or tumor-related peptide targeted for an immune response. The composition may be a naturally occurring region of an antigen or may be prepared, e.g., recombinantly or by chemical synthesis.


Carriers that can be used with vaccines of the invention are well known in the art, and include, e.g., thyroglobulin, albumins such as human serum albumin, tetanus toxoid, polyamino acids such as poly L-lysine, poly L-glutamic acid, influenza, hepatitis B virus core protein, and the like. The vaccines can contain a physiologically tolerable (i.e., acceptable) diluent such as water, or saline, preferably phosphate buffered saline. The vaccines also typically include an adjuvant. Adjuvants such as incomplete Freund's adjuvant, aluminum phosphate, aluminum hydroxide, or alum are examples of materials well known in the art. Additionally, CTL responses can be primed by conjugating peptides of the invention to lipids, such as tripalmitoyl-S-glycerylcysteinlyseryl-serine (P3CSS).


Upon immunization with a peptide composition in accordance with the invention, via injection, aerosol, oral, transdermal, transmucosal, intrapleural, intrathecal, or other suitable routes, the immune system of the host responds to the vaccine by producing large amounts of HTLs and/or CTLs specific for the desired antigen. Consequently, the host becomes at least partially immune to later infection, or at least partially resistant to developing an ongoing chronic infection, or derives at least some therapeutic benefit when the antigen was tumor-associated.


In certain embodiments, components that induce T cell responses are combined with components that induce antibody responses to the target antigen of interest. Thus, in certain preferred embodiments of the invention, class I peptide vaccines of the invention are combined with vaccines which induce or facilitate neutralizing antibody responses to the target antigen of interest, particularly to viral envelope antigens. A preferred embodiment of such a composition comprises class I and class II epitopes in accordance with the invention. An alternative embodiment of such a composition comprises a class I epitope in accordance with the invention, along with a PADRE® (Epimmune, San Diego, Calif.) molecule (described, for example, in U.S. Pat. No. 5,736,142).


For therapeutic or immunization purposes, the peptides of the invention can also be expressed by vectors. Examples of expression vectors include attenuated viral hosts, such as vaccinia or fowlpox. This approach involves the use of vaccinia virus as a vector to express nucleotide sequences that encode the peptides of the invention. Upon introduction into an acutely or chronically infected host or into a non-infected host, the recombinant vaccinia virus expresses the immunogenic peptide, and thereby elicits a host CTL response. Vaccinia vectors and methods useful in immunization protocols are described in, e.g., U.S. Pat. No. 4,722,848. Another vector is BCG (Bacille Calmette Guerin). BCG vectors are described in Stover, et al. Nature 351:456-60 (1991). A wide variety of other vectors useful for therapeutic administration or immunization of the peptides of the invention, e.g., Salmonella typhi vectors, retroviral vectors, adenoviral or adeno-associated viral vectors, and the like will be apparent to those skilled in the art from the description herein.


Alternatively, recombinant DNA technology may be employed wherein a nucleotide sequence which encodes an immunogenic peptide of interest is inserted into an expression vector, transformed or transfected into an appropriate host cell and cultivated under conditions suitable for expression. These procedures are generally known in the art, as described generally in Sambrook et al., Molecular Cloning, A Laboratory Manual, Cold Spring Harbor Press, Cold Spring Harbor, N.Y. (1982) (also 1989), which is incorporated herein by reference. Thus, fusion proteins which comprise one or more peptide sequences of the invention can be used to present the appropriate T cell epitope. For example, a coding sequence encoding a peptide of the invention can be provided with appropriate linkers and ligated into expression vectors commonly available in the art, and the vectors used to transform suitable hosts to produce the desired fusion protein. A number of such vectors and suitable host systems are now available. Expression constructs, i.e., minigenes are described in greater detail in the sections below. Such methodologies are also used to present at least one peptide of the invention along with a substance which is not a peptide of the invention.


As the coding sequence for peptides of the length contemplated herein can be synthesized by chemical techniques, for example, using the phosphotriester method of Matteucci et al., J. Am. Chem. Soc. 103:3185 (1981), with modification can be made simply by substituting the appropriate base(s) for those encoding the native peptide sequence. The coding sequence can then be provided with appropriate linkers and ligated into expression vectors commonly available in the art, and the vectors used to transform suitable hosts to produce the desired fusion protein. A number of such vectors and suitable host systems are now available. For expression of the fusion proteins, the coding sequence will be provided with operably linked start and stop codons, promoter and terminator regions and usually a replication system to provide an expression vector for expression in the desired cellular host. For example, promoter sequences compatible with bacterial hosts are provided in plasmids containing convenient restriction sites for insertion of the desired coding sequence. The resulting expression vectors are transformed into suitable bacterial hosts. Of course, yeast or mammalian cell hosts may also be used, employing suitable vectors and control sequences.


The peptides of the present invention and pharmaceutical and vaccine compositions thereof are useful for administration to mammals, particularly humans, to treat and/or prevent viral infection and cancer. Examples of diseases which can be treated using the immunogenic peptides of the invention include prostate cancer, hepatitis B, hepatitis C, AIDS, renal carcinoma, cervical carcinoma, lymphoma, CMV and condlyloma acuminatum.


For pharmaceutical compositions, the immunogenic peptides of the invention are administered to an individual already suffering from cancer or infected with the virus of interest. Those in the incubation phase or the acute phase of infection can be treated with the immunogenic peptides separately or in conjunction with other treatments, as appropriate. In therapeutic applications, compositions are administered to a patient in an amount sufficient to elicit an effective CTL response to the virus or tumor antigen and to cure or at least partially arrest symptoms and/or complications. An amount adequate to accomplish this is defined as “therapeutically effective dose” or “unit dose.” Amounts effective for this use will depend on, e.g., the peptide composition, the manner of administration, the stage and severity of the disease being treated, the weight and general state of health of the patient, and the judgment of the prescribing physician, but generally range for the initial immunization (that is for therapeutic or prophylactic administration) from about 1.0 μg to about 5000 μg of peptide for a 70 kg patient, followed by boosting dosages of from about 1.0 μg to about 1000 μg of peptide pursuant to a boosting regimen over weeks to months depending upon the patient's response and condition by measuring specific CTL activity in the patient's blood. In alternative embodiments, generally for humans the dose range for the initial immunization (that is for therapeutic or prophylactic administration) is from about 1.0 μg to about 20,000 μg of peptide for a 70 kg patient, preferably, 100 μg-, 150 μg-, 200 μg-, 250 μg-, 300 μg-, 400 μg-, or 500 μg-20,000 μg, followed by boosting dosages in the same dose range pursuant to a boosting regimen over weeks to months depending upon the patient's response and condition by measuring specific CTL activity in the patient's blood. In embodiments where recombinant nucleic acid administration is used, the administered material is titrated to achieve the appropriate therapeutic response.


It must be kept in mind that the peptides and compositions of the present invention may generally be employed in serious disease states, that is, life-threatening or potentially life threatening situations. In such cases, in view of the minimization of extraneous substances and the relative nontoxic nature of the peptides, it is possible and may be felt desirable by the treating physician to administer substantial excesses of these peptide compositions.


For therapeutic use, administration should begin at the first sign of viral infection or the detection or surgical removal of tumors or shortly after diagnosis in the case of acute infection. This is followed by boosting doses until at least symptoms are substantially abated and for a period thereafter. In chronic infection, loading doses followed by boosting doses may be required.


Treatment of an infected individual with the compositions of the invention may hasten resolution of the infection in acutely infected individuals. For those individuals susceptible (or predisposed) to developing chronic infection the compositions are particularly useful in methods for preventing the evolution from acute to chronic infection. Where the susceptible individuals are identified prior to or during infection, for instance, as described herein, the composition can be targeted to them, minimizing need for administration to a larger population.


The peptide compositions can also be used for the treatment of chronic infection and to stimulate the immune system to eliminate virus-infected cells in carriers. It is important to provide an amount of immuno-potentiating peptide in a formulation and mode of administration sufficient to effectively stimulate a cytotoxic T cell response. Thus, for treatment of chronic infection, a representative dose is in the range of about 1.0 μg to about 5000 μg, preferably about 5 μg to 1000 μg for a 70 kg patient per dose. Immunizing doses followed by boosting doses at established intervals, e.g., from one to four weeks, may be required, possibly for a prolonged period of time to effectively immunize an individual. In the case of chronic infection, administration should continue until at least clinical symptoms or laboratory tests indicate that the viral infection has been eliminated or substantially abated and for a period thereafter.


The pharmaceutical compositions for therapeutic treatment are intended for parenteral, topical, oral or local administration. Preferably, the pharmaceutical compositions are administered parenterally, e.g., intravenously, subcutaneously, intradermally, or intramuscularly. Thus, the invention provides compositions for parenteral administration which comprise a solution of the immunogenic peptides dissolved or suspended in an acceptable carrier, preferably an aqueous carrier. A variety of aqueous carriers may be used, e.g., water, buffered water, 0.8% saline, 0.3% glycine, hyaluronic acid and the like. These compositions may be sterilized by conventional, well known sterilization techniques, or may be sterile filtered. The resulting aqueous solutions may be packaged for use as is, or lyophilized, the lyophilized preparation being combined with a sterile solution prior to administration. The compositions may contain pharmaceutically acceptable auxiliary substances as required to approximate physiological conditions, such as pH adjusting and buffering agents, tonicity adjusting agents, wetting agents and the like, for example, sodium acetate, sodium lactate, sodium chloride, potassium chloride, calcium chloride, sorbitan monolaurate, triethanolamine oleate, etc.


A pharmaceutical composition of the invention may comprise one or more T cell stimulatory peptides of the invention. For example, a pharmaceutical composition may comprise 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30 or more T cell stimulatory peptides of the invention. Moreover, a pharmaceutical composition of the invention may comprise one or more T cell stimulatory peptides of the invention in combination with one or more other T cell stimulatory peptides. The concentration of each unique T cell stimulatory peptide of the invention in the pharmaceutical formulations can vary widely, e.g., from less than about 0.001%, about 0.002%, about 0.003%, about 0.004%, about 0.005%, about 0.006%, 0.007%, 0.008%, 0.009%, about 0.01%, about 0.02%, about 0.025%, about 0.03%, about 0.04%, about 0.05%, about 0.06%, about 0.07%, about 0.08%, about 0.09%, about 0.1%, about 0.2%, about 0.3%, about 0.4%, about 0.5%, about 0.6%, about 0.7%, about 0.8%, about 0.9%, about 1%, about 1.1%, about 1.2%, about 1.3%, about 1.4%, about 1.5%, about 1.6%, about 1.7%, about 1.8%, about 1.9%, about 2%, about 3%, about 4%, about 5%, about 6%, about 7%, about 8%, about 9%, about 10%, about 20%, to about 50% or more by weight, and will be selected primarily by fluid volumes, viscosities, etc., in accordance with the particular mode of administration selected. In a preferred embodiment, the concentration of each unique T cell stimulatory peptide of the invention in the pharmaceutical formulations is about 0.001%, about 0.002%, about 0.003%, about 0.004%, about 0.005%, about 0.006%, 0.007%, 0.008%, 0.009%, about 0.01%, about 0.02%, about 0.025%, about 0.03%, about 0.04%, about 0.05%, about 0.06%, about 0.07%, about 0.08%, about 0.09%, about 0.1%, about 0.2%, about 0.3%, about 0.4%, about 0.5%, about 0.6%, about 0.7%, about 0.8%, about 0.9%, about 1% by weight. In a more preferred embodiment, the concentration of each unique T cell stimulatory peptide of the invention in the pharmaceutical formulations is about 0.01%, about 0.02%, about 0.025%, about 0.03%, about 0.04%, about 0.05%, about 0.06%, about 0.07%, about 0.08%, about 0.09%, about 0.1% by weight.


The concentration of CTL stimulatory peptides of the invention in the pharmaceutical formulations can vary widely, i.e., from less than about 0.1%, usually at or at least about 2% to as much as 20% to 50% or more by weight, and will be selected primarily by fluid volumes, viscosities, etc., in accordance with the particular mode of administration selected. A human unit dose form of the peptide composition is typically included in a pharmaceutical composition that comprises a human unit dose of an acceptable carrier, preferably an aqueous carrier, and is administered in a volume of fluid that is known by those of skill in the art to be used for administration of such compositions to humans.


The peptides of the invention may also be administered via liposomes, which serve to target the peptides to a particular tissue, such as lymphoid tissue, or targeted selectively to infected cells, as well as increase the half-life of the peptide composition. Liposomes include emulsions, foams, micelles, insoluble monolayers, liquid crystals, phospholipid dispersions, lamellar layers and the like. In these preparations the peptide to be delivered is incorporated as part of a liposome, alone or in conjunction with a molecule which binds to, e.g., a receptor prevalent among lymphoid cells, such as monoclonal antibodies which bind to the CD45 antigen, or with other therapeutic or immunogenic compositions. Thus, liposomes either filled or decorated with a desired peptide of the invention can be directed to the site of lymphoid cells, where the liposomes then deliver the selected therapeutic/immunogenic peptide compositions. Liposomes for use in the invention are formed from standard vesicle-forming lipids, which generally include neutral and negatively charged phospholipids and a sterol, such as cholesterol. The selection of lipids is generally guided by consideration of, e.g., liposome size, acid lability and stability of the liposomes in the blood stream. A variety of methods are available for preparing liposomes, as described in, e.g., Szoka et al., Ann. Rev. Biophys. Bioeng. 9:467 (1980), U.S. Pat. Nos. 4,235,871, 4,501,728, 4,837,028, and 5,019,369, incorporated herein by reference.


For targeting to the immune cells, a ligand to be incorporated into the liposome can include, e.g., antibodies or fragments thereof specific for cell surface determinants of the desired immune system cells. A liposome suspension containing a peptide may be administered intravenously, locally, topically, etc. in a dose which varies according to, inter alia, the manner of administration, the peptide being delivered, and the stage of the disease being treated.


For solid compositions, conventional nontoxic solid carriers may be used which include, for example, pharmaceutical grades of mannitol, lactose, starch, magnesium stearate, sodium saccharin, talcum, cellulose, glucose, sucrose, magnesium carbonate, and the like. For oral administration, a pharmaceutically acceptable nontoxic composition is formed by incorporating any of the normally employed excipients, such as those carriers previously listed, and generally 10-95% of active ingredient, that is, one or more peptides of the invention, and more preferably at a concentration of 25%-75%.


For aerosol administration, the immunogenic peptides are preferably supplied in finely divided form along with a surfactant and propellant. Typical percentages of peptides are 0.01%-20% by weight, preferably 1%-10%. The surfactant must, of course, be nontoxic, and preferably soluble in the propellant. Representative of such agents are the esters or partial esters of fatty acids containing from 6 to 22 carbon atoms, such as caproic, octanoic, lauric, palmitic, stearic, linoleic, linolenic, olesteric and oleic acids with an aliphatic polyhydric alcohol or its cyclic anhydride. Mixed esters, such as mixed or natural glycerides may be employed. The surfactant may constitute 0.1%-20% by weight of the composition, preferably 0.25-5%. The balance of the composition is ordinarily propellant. A carrier can also be included, as desired, as with, e.g., lecithin for intranasal delivery.


In another aspect the present invention is directed to vaccines which contain as an active ingredient an immunogenically effective amount of an immunogenic peptide as described herein. The peptide(s) may be introduced into a host, including humans, linked to its own carrier or as a homopolymer or heteropolymer of active peptide units. Such a polymer has the advantage of increased immunological reaction and, where different peptides are used to make up the polymer, the additional ability to induce antibodies and/or CTLs that react with different antigenic determinants of the virus or tumor cells. Useful carriers are well known in the art, and include, e.g., thyroglobulin, albumins such as human serum albumin, tetanus toxoid, polyamino acids such as poly(lysine:glutamic acid), influenza, hepatitis B virus core protein, hepatitis B virus recombinant vaccine and the like. The vaccines can also contain a physiologically tolerable (acceptable) diluent such as water, phosphate buffered saline, or saline, and further typically include an adjuvant. Adjuvants such as incomplete Freund's adjuvant, aluminum phosphate, aluminum hydroxide, or alum are materials well known in the art. And, as mentioned above, CTL responses can be primed by conjugating peptides of the invention to lipids, such as P3CSS. Upon immunization with a peptide composition as described herein, via injection, aerosol, oral, transdermal or other route, the immune system of the host responds to the vaccine by producing large amounts of CTLs specific for the desired antigen, and the host becomes at least partially immune to later infection, or resistant to developing chronic infection.


The peptides of the present invention and pharmaceutical and vaccine compositions of the invention are useful for administration to mammals, particularly humans, to treat and/or prevent infections or cancer. Vaccine compositions containing the peptides of the invention are administered to a patient susceptible to or otherwise at risk of viral infection or cancer to elicit an immune response against the antigen and thus enhance the patient's own immune response capabilities. Such an amount is defined to be an “immunogenically effective dose.” In this use, the precise amounts again depend on the patient's state of health and weight, the mode of administration, the nature of the formulation, etc., but generally range from about 1.0 μg to about 5000 μg per 70 kilogram patient, more commonly from about 10 μg to about 500 μg mg per 70 kg of body weight.


In some instances it may be desirable to combine the peptide vaccines of the invention with vaccines which induce neutralizing antibody responses to the virus of interest, particularly to viral envelope antigens.


The peptides can be used to treat any number of infectious diseases, such as viral, bacterial, fungal, and parasitic infections. Suitable antigens are disclosed, for instance, in WO 94/20127 and WO 94/03205. Examples of diseases which can be treated using the immunogenic peptides of the invention include neoplastic disease such as prostate cancer, breast cancer, colon cancer, renal carcinoma, cervical carcinoma, and lymphoma; and infectious conditions such as hepatitis B, hepatitis C, AIDS, CMV, tuberculosis, malaria, and condlyloma acuminatum.


As noted herein, the peptides of the invention induce CTL or HTL immune responses when contacted with a CTL or HTL specific to an epitope comprised by the peptide. The manner in which the peptide is contacted with the CTL or HTL is not critical to the invention. For instance, the peptide can be contacted with the CTL or HTL either in vivo or in vitro. If the contacting occurs in vivo, the peptide itself can be administered to the patient or other vehicles, e.g., DNA vectors encoding one or more peptide, viral vectors encoding the peptide(s), liposomes and the like, can be used, as described herein.


For pharmaceutical compositions, the immunogenic peptides, or DNA encoding them, are administered to an individual already suffering from cancer or infected with a pathogen. The peptides or DNA encoding them can be administered individually or as fusions of one or more of the peptide sequences disclosed here. Those in the incubation phase or the acute phase of infection can be treated with the immunogenic peptides separately or in conjunction with other treatments, as appropriate. In therapeutic applications, compositions are administered to a patient in an amount sufficient to elicit an effective CTL or HTL response to the pathogen or tumor antigen and to cure or at least partially arrest or slow symptoms and/or complications. An amount adequate to accomplish this falls within the present definition of “therapeutically effective dose.” Amounts effective for this use will depend on, e.g., the particular composition administered, the manner of administration, the stage and severity of the disease being treated, the weight and general state of health of the patient, and the judgment of the prescribing physician. Generally the dosage range for an initial immunization (i.e., therapeutic or prophylactic administration) is from about 1.0 μg to about 5000 μg of peptide for a 70 kg patient, more typically 10 μg to 500 μg, followed by boosting dosages of from about 1.0 μg to about 1000 μg of peptide pursuant to a boosting regimen over weeks to months depending upon the patient's response and condition by measuring specific CTL activity in the patient's blood. The peptides and compositions of the present invention are often employed in serious disease states, that is, life-threatening or potentially life threatening situations. In such cases, upon use of purified compositions of the invention, the relative nontoxic nature of the peptides, it may be felt desirable by the treating physician to administer substantial excesses of these peptide compositions relative to these stated dosage amounts.


For therapeutic use, administration should generally begin at the first diagnosis of infection or cancer. This is followed by boosting doses until at least symptoms are substantially abated and for a period thereafter. In chronic infection, loading doses followed by boosting doses may be required.


Treatment of an infected individual with a peptide or composition of the invention may hasten resolution of the infection in acutely infected individuals. For those individuals susceptible (or predisposed) to developing chronic infection, the compositions are particularly useful in methods for preventing the evolution from acute to chronic infection. Where susceptible individuals are identified prior to or during infection, the composition can be targeted to them, minimizing need for administration to a larger population.


The peptide or compositions in accordance with the invention can also be used for the treatment of chronic infection and to stimulate the immune system to eliminate pathogen-infected cells in, e.g., persons who have not manifested symptoms of disease but act as a disease vector. In this context, it is generally important to provide an amount of immuno-potentiating peptide in a formulation and mode of administration sufficient to effectively stimulate a cytotoxic T cell response. Immunizing doses followed by boosting doses at an interval, e.g., from three weeks to six months, may be required (possibly for a prolonged period of time) to effectively immunize an individual. In the case of chronic infection, administration should continue until at least clinical symptoms or laboratory tests indicate that the viral infection has been eliminated or substantially abated and for a period thereafter. The dosages, routes of administration, and dose schedules are adjusted in accordance with methodologies known in the art.


The pharmaceutical compositions for therapeutic treatment are intended for parenteral, topical, oral or local administration. Preferably, the pharmaceutical compositions are administered parentally, e.g., intravenously, subcutaneously, intradermally, or intramuscularly. Thus, the invention provides compositions for parenteral administration which comprise a solution of the immunogenic peptides dissolved or suspended in an acceptable carrier, preferably an aqueous carrier. A variety of aqueous carriers may be used, e.g., water, buffered water, 0.8% saline, 0.3% glycine, hyaluronic acid and the like. These compositions may be sterilized by conventional, well known sterilization techniques, or may be sterile filtered. The resulting aqueous solutions may be packaged for use as is, or lyophilized, the lyophilized preparation being combined with a sterile solution prior to administration. The compositions may contain pharmaceutically acceptable auxiliary substances as required to approximate physiological conditions, such as pH-adjusting and buffering agents, tonicity adjusting agents, wetting agents and the like, for example, sodium acetate, sodium lactate, sodium chloride, potassium chloride, calcium chloride, sorbitan monolaurate, triethanolamine oleate, etc.


The concentration of peptides of the invention in the pharmaceutical formulations can vary widely, i.e., from less than about 0.1%, usually at or at least about 2% to as much as 20% to 50% or more by weight, and will be selected primarily by fluid volumes, viscosities, etc., in accordance with the particular mode of administration selected.


For solid compositions, conventional nontoxic solid carriers may be used which include, for example, pharmaceutical grades of mannitol, lactose, starch, magnesium stearate, sodium saccharin, talcum, cellulose, glucose, sucrose, magnesium carbonate, and the like. For oral administration, a pharmaceutically acceptable nontoxic composition is formed by incorporating any of the normally employed excipients, such as those carriers previously listed, and generally 10-95% of active ingredient, that is, one or more peptides of the invention, and more preferably at a concentration of 25%-75%.


For aerosol administration, the immunogenic peptides are preferably supplied in finely divided form along with a surfactant and propellant. Typical percentages of peptides are 0.01%-20% by weight, preferably 1%-10%. The surfactant should generally be nontoxic, and preferably soluble in the propellant. Representative of such agents are the esters or partial esters of fatty acids containing from 6 to 22 carbon atoms, such as caproic, octanoic, lauric, palmitic, stearic, linoleic, linolenic, olesteric and oleic acids with an aliphatic polyhydric alcohol or its cyclic anhydride. Mixed esters, such as mixed or natural glycerides may be employed. The surfactant may constitute 0.1%-20% by weight of the composition, preferably 0.25-5%. The balance of the composition is ordinarily propellant. A carrier can also be included, as desired, as with, e.g., lecithin for intranasal delivery.


In some instances it may be desirable to combine the peptide vaccines of the invention with vaccines which induce neutralizing antibody responses to the virus of interest, particularly to viral envelope antigens.


For therapeutic or immunization purposes, nucleic acids encoding one or more of the peptides of the invention can also be administered to the patient. A number of methods are conveniently used to deliver the nucleic acids to the patient. For instance, the nucleic acid can be delivered directly, as “naked DNA”. This approach is described, for instance, in Wolff et. al., Science 247: 1465-68 (1990) as well as U.S. Pat. Nos. 5,580,859 and 5,589,466. The nucleic acids can also be administered using ballistic delivery as described, for instance, in U.S. Pat. No. 5,204,253. Particles comprised solely of DNA can be administered. Alternatively, DNA can be adhered to particles, such as gold particles.


The nucleic acids can also be delivered complexed to cationic compounds, such as cationic lipids. Lipid-mediated gene delivery methods are described, for instance, in WO 96/18372; WO 93/24640; Mannino and Gould-Fogerite (1988) BioTechniques 6(7): 682-691; Rose U.S. Pat. No. 5,279,833; WO 91/06309; and Felgner et al. (1987) Proc. Natl. Acad. Sci. USA 84: 7413-14.


For therapeutic or immunization purposes, the peptides of the invention can also be expressed by attenuated viral hosts, such as vaccinia or fowlpox. This approach involves the use of vaccinia virus as a vector to express nucleotide sequences that encode the peptides of the invention. Upon introduction into an acutely or chronically infected host or into a noninfected host, the recombinant vaccinia virus expresses the immunogenic peptide, and thereby elicits a host CTL response. Vaccinia vectors and methods useful in immunization protocols are described in, e.g., U.S. Pat. No. 4,722,848, incorporated herein by reference. Another vector is BCG (Bacille Calmette Guerin). BCG vectors are described in Stover et al. (Nature 351:456-60 (1991)) which is incorporated herein by reference. A wide variety of other vectors useful for therapeutic administration or immunization of the peptides of the invention, e.g., Salmonella typhi vectors and the like, will be apparent to those skilled in the art from the description herein.


Nucleic acids encoding one or more of the peptides of the invention can also be administered to the patient. This approach is described, for instance, in Wolff, et. al., Science, 247:1465-68 (1990) as well as U.S. Pat. Nos. 5,580,859 and 5,589,466.


A preferred means of administering nucleic acids encoding the peptides of the invention uses minigene constructs encoding multiple epitopes of the invention. To create a DNA sequence encoding the selected CTL epitopes (minigene) for expression in human cells, the amino acid sequences of the epitopes are reverse translated. A human codon usage table is used to guide the codon choice for each amino acid. These epitope-encoding DNA sequences are directly adjoined, creating a continuous polypeptide sequence. To optimize expression and/or immunogenicity, additional elements can be incorporated into the minigene design. Examples of amino acid sequence that could be reverse translated and included in the minigene sequence include: helper T lymphocyte epitopes, a leader (signal) sequence, and an endoplasmic reticulum retention signal. In addition, MHC presentation of CTL epitopes may be improved by including synthetic (e.g. poly-alanine) or naturally-occurring flanking sequences adjacent to the CTL epitopes.


The minigene sequence is converted to DNA by assembling oligonucleotides that encode the plus and minus strands of the minigene. Overlapping oligonucleotides (30-100 bases long) are synthesized, phosphorylated, purified and annealed under appropriate conditions using well known techniques. The ends of the oligonucleotides are joined using T4 DNA ligase. This synthetic minigene, encoding the CTL epitope polypeptide, can then cloned into a desired expression vector.


Standard regulatory sequences well known to those of skill in the art are included in the vector to ensure expression in the target cells. Several vector elements are required: a promoter with a down-stream cloning site for minigene insertion; a polyadenylation signal for efficient transcription termination; an E. coli origin of replication; and an E. coli selectable marker (e.g. ampicillin or kanamycin resistance). Numerous promoters can be used for this purpose, e.g., the human cytomegalovirus (hCMV) promoter. See, U.S. Pat. Nos. 5,580,859 and 5,589,466 for other suitable promoter sequences.


Additional vector modifications may be desired to optimize minigene expression and immunogenicity. In some cases, introns are required for efficient gene expression, and one or more synthetic or naturally-occurring introns could be incorporated into the transcribed region of the minigene. The inclusion of mRNA stabilization sequences can also be considered for increasing minigene expression. It has recently been proposed that immunostimulatory sequences (ISSs or CpGs) play a role in the immunogenicity of DNA vaccines. These sequences could be included in the vector, outside the minigene coding sequence, if found to enhance immunogenicity.


In some embodiments, a bicistronic expression vector, to allow production of the minigene-encoded epitopes and a second protein included to enhance or decrease immunogenicity can be used. Examples of proteins or polypeptides that could beneficially enhance the immune response if co-expressed include cytokines (e.g., IL2, IL12, GM-CSF), cytokine-inducing molecules (e.g., LeIF) or costimulatory molecules. Helper (HTL) epitopes could be joined to intracellular targeting signals and expressed separately from the CTL epitopes. This would allow direction of the HTL epitopes to a cell compartment different than the CTL epitopes. If required, this could facilitate more efficient entry of HTL epitopes into the MHC class II pathway, thereby improving CTL induction. In contrast to CTL induction, specifically decreasing the immune response by co-expression of immunosuppressive molecules (e.g. TGF-β) may be beneficial in certain diseases.


Once an expression vector is selected, the minigene is cloned into the polylinker region downstream of the promoter. This plasmid is transformed into an appropriate E. coli strain, and DNA is prepared using standard techniques. The orientation and DNA sequence of the minigene, as well as all other elements included in the vector, are confirmed using restriction mapping and DNA sequence analysis. Bacterial cells harboring the correct plasmid can be stored as a master cell bank and a working cell bank.


Therapeutic quantities of plasmid DNA are produced by fermentation in E. coli, followed by purification. Aliquots from the working cell bank are used to inoculate fermentation medium (such as Terrific Broth), and grown to saturation in shaker flasks or a bioreactor according to well known techniques. Plasmid DNA can be purified using standard bioseparation technologies such as solid phase anion-exchange resins supplied by Quiagen. If required, supercoiled DNA can be isolated from the open circular and linear forms using gel electrophoresis or other methods.


Purified plasmid DNA can be prepared for injection using a variety of formulations. The simplest of these is reconstitution of lyophilized DNA in sterile phosphate-buffer saline (PBS). A variety of methods have been described, and new techniques may become available. As noted above, nucleic acids are conveniently formulated with cationic lipids. In addition, glycolipids, fusogenic liposomes, peptides and compounds referred to collectively as protective, interactive, non-condensing (PINC) could also be complexed to purified plasmid DNA to influence variables such as stability, intramuscular dispersion, or trafficking to specific organs or cell types.


The nucleic acids can also be administered using ballistic delivery as described, for instance, in U.S. Pat. No. 5,204,253. Particles comprised solely of DNA can be administered. Alternatively, DNA can be adhered to particles, such as gold particles.


Target cell sensitization can be used as a functional assay for expression and MHC class I presentation of minigene-encoded CTL epitopes. The plasmid DNA is introduced into a mammalian cell line that is suitable as a target for standard CTL chromium release assays. The transfection method used will be dependent on the final formulation. Electroporation can be used for “naked” DNA, whereas cationic lipids allow direct in vitro transfection. A plasmid expressing green fluorescent protein (GFP) can be co-transfected to allow enrichment of transfected cells using fluorescence activated cell sorting (FACS). These cells are then chromium-51 labeled and used as target cells for epitope-specific CTL lines. Cytolysis, detected by 51Cr release, indicates production of MHC presentation of minigene-encoded CTL epitopes.


In vivo immunogenicity is a second approach for functional testing of minigene DNA formulations. Transgenic mice expressing appropriate human MHC molecules are immunized with the DNA product. The dose and route of administration are formulation dependent (e.g. IM for DNA in PBS, IP for lipid-complexed DNA). Twenty-one days after immunization, splenocytes are harvested and restimulated for 1 week in the presence of peptides encoding each epitope being tested. These effector cells (CTLs) are assayed for cytolysis of peptide-loaded, chromium-51 labeled target cells using standard techniques. Lysis of target cells sensitized by MHC loading of peptides corresponding to minigene-encoded epitopes demonstrates DNA vaccine function for in vivo induction of CTLs.


An embodiment of a vaccine composition in accordance with the invention comprises ex vivo administration of a cocktail of epitope-bearing peptides to PBMC, or isolated DC therefrom, from the patient's blood. After pulsing the DC with peptides and prior to reinfusion into patients, the DC are washed to remove unbound peptides. In this embodiment, a vaccine comprises peptide-pulsed DCs which present the pulsed peptide epitopes in HLA molecules on their surfaces.


Dendritic cells can also be transfected, e.g., with a mini gene comprising nucleic acid sequences encoding the epitopes in accordance with the invention, in order to elicit immune responses. Vaccine compositions can be created in vitro, following dendritic cell mobilization and harvesting, whereby loading of dendritic cells occurs in vitro.


Transgenic animals of appropriate haplotypes may additionally provide a useful tool in optimizing the in vivo immunogenicity of minigene DNA. In addition, animals such as monkeys having conserved HLA molecules with cross reactivity to CTL epitopes recognized by human MHC molecules can be used to determine human immunogenicity of CTL epitopes (Bertoni, et al., J. Immunol. 161:4447-4455 (1998)).


Such in vivo studies are required to address the variables crucial for vaccine development, which are not easily evaluated by in vitro assays, such as route of administration, vaccine formulation, tissue biodistribution, and involvement of primary and secondary lymphoid organs. Because of their simplicity and flexibility, HLA transgenic mice represent an attractive alternative, at least for initial vaccine development studies, compared to more cumbersome and expensive studies in higher animal species, such as nonhuman primates.


Antigenic peptides are used to elicit a CTL response ex vivo, as well. The resulting CTL cells, can be used to treat chronic infections, or tumors in patients that do not respond to other conventional forms of therapy, or will not respond to a therapeutic vaccine peptide or nucleic acid in accordance with the invention. Ex vivo CTL or HTL responses to a particular antigen (infectious or tumor-associated antigen) are induced by incubating in tissue culture the patient's (CTLp), or genetically compatible, CTL or HTL precursor cells together with a source of antigen-presenting cells (APC), such as dendritic cells, and the appropriate immunogenic peptide. After an appropriate incubation time (typically about 7-28 days (1-4 weeks)), in which the precursor cells are activated and matured and expanded into effector cells, the cells are infused back into the patient, where they will destroy their specific target cell (an infected cell or a tumor cell). Transfected dendritic cells may also be used as antigen presenting cells. In order to optimize the in vitro conditions for the generation of specific cytotoxic T cells, the culture of stimulator cells is maintained in an appropriate serum-free medium.


Antigenic peptides may be used to elicit CTL ex vivo, as well. The resulting CTL, can be used to treat chronic infections (viral or bacterial) or tumors in patients that do not respond to other conventional forms of therapy, or will not respond to a peptide vaccine approach of therapy. Ex vivo CTL responses to a particular pathogen (infectious agent or tumor antigen) are induced by incubating in tissue culture the patient's CTL precursor cells (CTLp) together with a source of antigen-presenting cells (APC) and the appropriate immunogenic peptide. After an appropriate incubation time (typically 1-4 weeks), in which the CTLp are activated and mature and expand into effector CTL, the cells are infused back into the patient, where they will destroy their specific target cell (an infected cell or a tumor cell). Transfected dendritic cells are also useful for cellular delivery of antigenic peptides.


The peptides may also find use as diagnostic reagents. For example, a peptide of the invention may be used to determine the susceptibility of a particular individual to a treatment regimen which employs the peptide or related peptides, and thus may be helpful in modifying an existing treatment protocol or in determining a prognosis for an affected individual. In addition, the peptides may also be used to predict which individuals will be at substantial risk for developing chronic infection.


For example, a peptide of the invention may be used in a tetramer staining assay to assess peripheral blood mononuclear cells for the presence of antigen-specific CTLs following exposure to a pathogen or immunogen. The HLA-tetrameric complex is used to directly visualize antigen-specific CTLs (see, e.g., Ogg, et al. Science 279:2103-2106, 1998; and Altman, et al. Science 174:94-96, 1996) and determine the frequency of the antigen-specific CTL population in a sample of peripheral blood mononuclear cells. A tetramer reagent using a peptide of the invention may be generated as follows: A peptide that binds to an allele-specific HLA molecule or supertype molecule is refolded in the presence of the corresponding HLA heavy chain and β2-microglobulin to generate a trimolecular complex. The complex is biotinylated at the carboxyl terminal end of the heavy chain at a site that was previously engineered into the protein. Tetramer formation is then induced by the addition of streptavidin. By means of fluorescently labeled streptavidin, the tetramer can be used to stain antigen-specific cells. The cells may then be identified, for example, by flow cytometry. Such an analysis may be used for diagnostic or prognostic purposes.


In addition, the peptides may also be used to predict which individuals will be at substantial risk for developing chronic infection.


All publications, patents, and patent applications cited in this specification are herein incorporated by reference as if each individual publication, patent or patent application were specifically and individually indicated to be incorporated by reference.


Although the foregoing invention has been described in some detail by way of illustration and example for purposes of clarity of understanding, it will be readily apparent to one of ordinary skill in the art in light of the teachings of this invention that certain changes and modifications may be made thereto without departing from the spirit or scope of the appended claims.


EXAMPLES

The following examples are provided by way of illustration only and not by way of limitation. Those of skill in the art will readily recognize a variety of non-critical parameters that could be changed or modified to yield essentially similar results.


Example 1
Peptide Synthesis

Peptides utilized were synthesized as previously described by Ruppert, J., et al., “Prominent Role of Secondary Anchor Residues in Peptide Binding to HLA-A2.1 Molecules,” Cell, 74:929-937 (1993) or purchased as crude material from Chiron Mimotopes (Chiron Corp., Australia). Synthesized peptides were typically purified to >95% homogeneity by reverse phase HPLC. Purity of synthesized peptides was determined using analytical reverse-phase HPLC and amino acid analysis, sequencing, and/or mass spectrometry. Lyophilized peptides were resuspended at 4-20 mg/ml in 100% DMSO, then diluted to required concentrations in PBS +0.05% (v/v) NP40 (Fluka Biochemika, Buchs, Switzerland).


Example 2
Class I Antigen Isolation

Class I antigen isolation was carried out as described in the related applications, noted above. Naturally processed peptides were then isolated and sequenced as described there. An allele-specific motif and algorithms were determined and quantitative binding assays were carried out.


Using the motifs identified above for HLA-A2.1 allele amino acid sequences from a number of antigens were analyzed for the presence of these motifs. TABLES 147-148, TABLES 150-151, and TABLES 152-153 provide the results of these searches.


Isolated MHC molecules were used in a quantitative binding assay to identify the specificity and avidity of peptide-HLA interactions. Purification of HLA-A, HLA-B and HLA-C antigens were carried out by essentially similar methods, using cells and antibodies chosen as appropriate for the desired HLA molecule. A flow diagram of an HLA-A antigen purification scheme is presented in FIG. 14 and FIG. 49. Briefly, the cells bearing the appropriate allele were grown in large batches (6-8 liters yielding ˜5×109 cells), harvested by centrifugation and washed. All cell lines were maintained in RPMI 1640 media (Sigma) supplemented with 10% fetal bovine serum (FBS) and antibiotics.


For large-scale cultures, cells were grown in roller bottle culture in RPMI 1640 with 10% FBS or with 10% horse serum and antibiotics. Cells were harvested by centrifugation at 1500 RPM IEC-CRU5000 centrifuge with 259 rotor and washed three times with phosphate-buffered saline (PBS) (0.01 M PO4, 0.154 M NaCl, pH 7.2). Cells were pelleted and stored at −70° C. or treated with detergent lysing solution to prepare detergent lysates. Cell lysates were prepared by the addition of stock detergent solution [1% NP-40 (Sigma) or Renex 30 (Accurate Chem. Sci. Corp., Westbury, N.Y. 11590), 150 mM NaCl, 50 mM Tris, pH 8.0] to the cell pellets (previously counted) at a ratio of 50-100×106 cells per ml detergent solution. A cocktail of protease inhibitors was added to the premeasured volume of stock detergent solution immediately prior to the addition to the cell pellet. Addition of the protease inhibitor cocktail produced final concentrations of the following: phenylmethylsulfonyl fluoride (PMSF), 2 mM; aprotinin, 5 μg/ml; leupeptin, 10 μg/ml; pepstatin, 10 μg/ml; iodoacetamide, 100 μM; and EDTA, 3 ng/ml. Cell lysis was allowed to proceed at 4° C. for 1 hour with periodic mixing. Routinely 5-10×109 cells were lysed in 50-100 ml of detergent solution. The lysate was clarified by centrifugation at 15,000×g for 30 minutes at 4° C. and subsequent passage of the supernatant fraction through a 0.2μ filter unit (Nalgene). Cell lines used for HLA-B and -C isolations are provided in TABLE 23.


The HLA antigen purification was achieved using affinity columns prepared with mAb-conjugated Sepharose beads. For antibody production, cells were grown in RPMI with 10% FBS in large tissue culture flasks (Corning 25160-225). Antibodies were purified from clarified tissue culture medium by ammonium sulfate fractionation followed by affinity chromatography on protein-A-Sepharose (Sigma). Briefly, saturated ammonium sulfate was added slowly with stirring to the tissue culture supernatant to 45% (volume to volume) overnight at 4° C. to precipitate the immunoglobulins. The precipitated proteins were harvested by centrifugation at 10,000×g for 30 minutes. The precipitate was then dissolved in a minimum volume of PBS and transferred to dialysis tubing (Spectro/Por 2, Mol. wt. cutoff 12,000-14,000, Spectum Medical Ind.). Dialysis was against PBS (≧20 times the protein solution volume) with 4-6 changes of dialysis buffer over a 24-48 hour period at 4° C. The dialyzed protein solution was clarified by centrifugation (10,000×g for 30 minutes) and the pH of the solution adjusted to pH 8.0 with 1N NaOH. Protein-A-Sepharose (Sigma) was hydrated according to the manufacturer's instructions, and a protein-A-Sepharose column was prepared. A column of 10 ml bed volume typically binds 50-100 mg of mouse IgG.


The protein sample was loaded onto the protein-A-Sepharose column using a peristaltic pump for large loading volumes or by gravity for smaller volumes (<100 ml). The column was washed with several volumes of PBS, and the eluate was monitored at A280 in a spectrophotometer until base line was reached. The bound antibody was eluted using 0.1 M citric acid at suitable pH (adjusted to the appropriate pH with IN NaOH). For mouse IgG-1 pH 6.5 was used for IgG2a pH 4.5 was used and for IgG2b and IgG3 pH 3.0 was used. 2 M Tris base was used to neutralize the eluate. Fractions containing the antibody (monitored by A280) were pooled, dialyzed against PBS and further concentrated using an Amicon Stirred Cell system (Amicon Model 8050 with YM30 membrane). Antibodies were used for affinity purification of HLA-B and HLA-C molecules are provided in TABLE 24.


The HLA antigens were purified using affinity columns prepared with mAb-conjugated Sepharose beads. The affinity columns were prepared by incubating protein-A-Sepharose beads (Sigma) with affinity-purified mAb as described above. Five to 10 mg of mAb per ml of bead is the preferred ratio. The mAb bound beads were washed with borate buffer (borate buffer: 100 mM sodium tetraborate, 154 mM NaCl, pH 8.2) until the washes show A280 at based line. Dimethyl pimelimidate (20 mM) in 200 mM triethanolamine was added to covalently crosslink the bound mAb to the protein-A-Sepharose (Schneider, et al J. Biol. Chem. 257:10766 (1982). After incubation for 45 minutes at room temperature on a rotator, the excess crosslinking reagent was removed by washing the beads twice with 10-20 ml of 20 mM ethanolamine, pH 8.2. Between each one the slurry was placed on a rotator for 5 minutes at room temperature. The beads were washed with borate buffer and with PBS plus 0.02% sodium azide.


The cell lysate (5-10×109 cell equivalents) was then slowly passed over a 5-10 ml affinity column (flow rate of 0.1-0.25 ml per minute) to allow the binding of the antigen to the immobilized antibody. After the lysate was allowed to pass through the column, the column was washed sequentially with 20 column volumes of detergent stock solution plus 0.1% sodium dodecyl sulfate, 20 column volumes of 0.5 M NaCl, 20 mM Tris, pH 8.0, and 10 column volumes of 20 mM Tris, pH 8.0. The HLA antigen bound to the mAb was eluted with a basic buffer solution (50 mM diethylamine in water). As an alternative, acid solutions such as 0.15-0.25 M acetic acid were also used to elute the bound antigen. An aliquot of the eluate (1/50) was removed for protein quantification using either a colorimetric assay (BCA assay, Pierce) or by SDS-PAGE, or both. SDS-PAGE analysis was performed as described by Laemmli (Laemmli, U.K., Nature 227:680 (1970)) using known amounts of bovine serum albumin (Sigma) as a protein standard.


Allele specific antibodies were used to purify the specific MHC molecule. In the case of HLA-A2 and HLA-A3 mAbs BB7:2 and GAPA3 were used respectively. An example of SDS PAGE analysis of purified HLA-A3.2 molecules is shown in FIG. 15.



FIG. 15 shows SDS-PAGE (12.5%) analysis of affinity purified HLA-A3. 2 from the cell line EHM. An affinity column (10 ml) was prepared with protein A-sepharose beads coupled to the monoclonal antibody GAPA3 which is specific for HLA-A3. A detergent lysate of 5×109 cells was passaged over the column and the column was washed extensively. The bound HLA-A3. 2 molecules were eluted from the column with 0.15M acetic acid, 50 ml. One ml of the eluate was removed and lyophilized to concentrate the sample. The sample was taken up to 50 μl with Laemmli sample buffer and 20 μl were loaded in lane 2. Lane 1 contained molecular weight standards: Myosin, 230 kD; β-galactosidase, 116 kD; phosphorylase B, 97.4 kD; bovine serum albumin, 66.2 kD; ovalbumin, 45 kD; carbonic anhydrase, 31 kD; soybean trypsin inhibitor, 21.5 kD; and lysozyme, 14.4 kD. Standard concentrations of bovine serum albumin were run in lanes 8, 10 μg, 9, 3 μg, and 10, μg to aid in the estimation of protein yield. For this particular HLA-A3.2 preparation, the estimated yield was approximately 112 pg.


For HLA-A11, A24.1 and A1, an alternative protocol, was used whereby anti-HIA-B and C monoclonal antibodies were used to deplete HLA-B and C molecules. The remaining HLA-A molecules were subsequently purified using the W6/32 mAb as described below.


Based on the density of class I expression as indicated by the results of immunofluorescent staining analysis, it is anticipated that average yields of class I antigen isolated from the EBV B cell lines will range from 800-1200 pg per 1010 cell equivalents.


Example 3
An Alternative Class I Purification Protocol

HLA-A2.1 molecules were isolated using the mAb B1.23.2 which detects an epitope expressed by HLA-B and C allele molecules, but not by HLA-A antigens. The mAb, W6/32, detects all human class I molecules, including HLA-A, B and C. As mentioned above, these mAbs react well with the B cell lines serving as sources of HLA-A antigens. The B1.23.2 mAb reacts with the various human B cell lines, but fails to react with a mouse cell line that expresses a transfected HLA-A2.1 protein or a chimeric A2.1 mouse Kb molecule. It does react with the human cell line, CIR (Alexander, J., et al., Immunogenetics, 29, 380 C19893), that lacks expression of HLA-A and B molecules, but expresses low levels of. HLA-C molecules. This pattern of reactivity illustrates how the 81.23.2 mAb can be used to deplete the B cell lysates of HLA-B and C molecules.


Affinity columns were prepared using the affinity-purified B1.23.2 and W6/32 mAbs, respectively, as described above. The procedures for the preparation of the affinity columns are essentially identical to the procedures described for the preparation of the allele-specif is mAb columns described above. The B1.23.2 mAb affinity column was used to deplete the detergent lysates of HLA-B and C molecules using the protocol as described above. The cell lysate depleted of HLA-B and C was then passed over a W6/32 mAb affinity column. The MHC molecule that was eluted from this second passage was the A allele product.


This alternative affinity purification is useful for the purification of any HLA-A allele product, and does not rely on the need for allele-specific mAbs. In addition, it could also be used to isolate any class I molecule type from transfected cell lines.


Example 4
MHC Purification

The EBV transformed cell lines JY (A*0201), M7B (A*0202), FUN (A*0203), DAH (A*0205), CLA (A*0206), KNE (A*0207), AP (A*0207), and AMAI (A*6802) were used as the primary source of MHC molecules. Single MHC allele transfected 721.221 lines were also used as sources of A*0202 and A*0207. Cells were maintained in vitro by culture in RPMI 1640 medium (Flow Laboratories, McLean, Va.), supplemented with 2 mM L-glutamine (GIBCO, Grand Island, N.Y.), 100 U (100 μg/ml) penicillin-streptomycin solution (GIBCO), and 10% heat-inactivated FCS (Hazelton Biologics). Large scale cultures were maintained in roller bottles.


HLA molecules were purified from cell lysates (Sidney, J., et al., “The Measurement of MHC/Peptide Interactions by Gel Infiltration,” Curr Prot Immunol 18.3.1-18.3.19 (1998)). Briefly, cells were lysed at a concentration of 108 cells/ml in 50 mM Tris-HCL, pH 8.5, containing 1% (v/v) NP-40 150 mM NaCl, 5 mM EDTA, and 2 mM PMSF. Lysates were then passed through 0.45 μM filters, cleared of nuclei and debris by centrifugation at 10,000×g for 20 minutes and MHC molecules purified by monoclonal antibody-based affinity chromatography.


For affinity purification, columns of inactivated Sepharose CL4B and Protein A Sepharose were used as pre-columns. Class I molecules were captured by repeated passage over Protein A Sepharose beads conjugated with the anti-HLA (A, B, C) antibody W6/32 (Sidney, J., et al., supra). HLA-A molecules were further purified from HLA-B and -C molecules by passage over a B1.23.2 column. After 2 to 4 passages the W6/32 column was washed with 10-column volumes of 10 mM Tris-HCL, pH 8.0 with 1% (v/v) NP-40, 2-column volumes of PBS, and 2-column volumes of PBS containing 0.4% (w/v) n-octylglucoside. Class I molecules were eluted with 50 mM dimethylamine in 0.15 M NaCl containing 0.4% (w/v) n-octylglucoside, pH 11.5.A 1/26 volume of 2.0 M Tris, pH 6.8, was added to the eluate to reduce the pH to ˜8.0. The eluate was then concentrated by centrifugation in Centriprep 30 concentrators at 2000 rpm (Amicon, Beverly, Mass.). Protein purity, concentration, and effectiveness of depletion steps were monitored by SDS-PAGE and BCA assay.


Example 5
Isolation and Sequencing of Naturally Processed Peptides

For the HLA-A preparations derived from the base (50 mM diethylamine) elution protocol, the eluate was immediately neutralized with 1 N acetic acid to pH 7.0-7.5. The neutralized eluate was concentrated to a volume of 1-2 ml in an Amicon stirred cell [Model 8050, with YM3 membranes (Amicon)]. Ten ml of ammonium acetate (0.01 M, pH 8.0) was added to the concentrator to remove the non-volatile salts, and the sample was concentrated to approximately 1 ml. A small sample (1/50) was removed for protein quantitation as described above. The remainder was recovered into a 15 ml polypropylene conical centrifuge tube (Falcon, 2097) (Becton Dickinson). Glacial acetic acid was added to obtain a final concentration of 10% acetic acid. The acidified sample was placed in a boiling water bath for 5 minutes to allow for the dissociation of the bound peptides. The sample was cooled on ice, returned to the concentrator and the filtrate was collected. Additional aliquots of 10% acetic acid (1-2 ml) were added to the concentrator, and this filtrate was pooled with the original filtrate. Finally, 1-2 ml of distilled water was added to the concentrator, and this filtrate was pooled as well.


The retentate contains the bulk of the HLA-A heavy chain and â2-microglobulin, while the filtrate contains the naturally processed bound peptides and other components with molecular weights less than about 3000. The pooled filtrate material was lyophilized in order to concentrate the peptide fraction. The sample was then ready for further analysis.


For HPLC (high performance liquid chromatography) separation of the peptide fractions, the lyophilized sample was dissolved in 50 μl of distilled water, or into 0.1% trifluoracetic acid (TFA) (Applied Biosystems) in water and injected to a C18 reverse-phase narrow bore column (Beckman C18 Ultrasphere, 10×250 mm), using a gradient system described by Stone and Williams (Stone, K. L. and Williams K. R., in, Macromolecular Sequencing and Synthesis; Selected Methods and Applications, A. R. Liss, New York, 1988, pp. 7-24. Buffer A was 0.06% TFA in water (Burdick-Jackson) and buffer B was 0.052% TFA in 80% acetonitrile (Burdick-Jackson). The flow rate was 0.250 ml/minute with the following gradient: 0-60 min., 2-37.5% B; 60-95 min., 37.5-75% B; 95-105 min., 75-98% B. The Gilson narrow bore HPLC configuration is particularly useful for this purpose, although other configurations work equally well.


A large number of peaks were detected by absorbance at 214 nm, many of which appear to be of low abundance. Whether a given peak represents a single peptide or a peptide mixture was not determined. Pooled fractions were then sequenced to determine motifs specific for each allele as described below.


Pooled peptide fractions, prepared as described above were analyzed by automated Edman sequencing using the Applied Biosystems Model 477A automated sequencer. The sequencing method is based on the technique developed by Pehr Edman in the 1950s for the sequential degradation of proteins and peptides to determine the sequence of the constituent amino acids.


The protein or peptide to be sequenced was held by a 12-mm diameter porous glass fiber filter disk in a heated, argon-purged reaction chamber. The filter was generally pre-treated with BioBrene Plus™ and then cycled through one or more repetitions of the Edman reaction to reduce contaminants and improve the efficiency of subsequent sample sequencing. Following the pre-treatment of the filter, a solution of the sample protein or peptide (10 pmol-5 nmol range) was loaded onto the glass filter and dried. Thus, the sample was left embedded in the film of the pre-treated disk. Covalent attachment of the sample to the filter was usually not necessary because the Edman chemistry utilized relatively apolar solvents, in which proteins and peptides are poorly soluble.


Briefly, the Edman degradation reaction has three steps: coupling, cleavage, and conversion. In coupling step, phenylisothiocyanate (PITC) is added. The PITC reacts quantitatively with the free amino-terminal amino acid of the protein to form the phenylthiocarbamyl-protein in a basic environment. After a period of time for the coupling step, the excess chemicals are extracted and the highly volatile organic acid, trifluoroacetic acid, TFA, is used to cleave the PITC-coupled amino acid residue from the amino terminus of the protein yielding the anilinothiazolinone (ATZ) derivative of the amino acid. The remaining protein/peptide is left with a new amino terminus and is ready for the next Edman cycle. The ATZ amino acid is extracted and transferred to a conversion flask, where upon addition of 25% TFA in water, the ATZ amino acid is converted to the more stable phenylthiohydantoin (PTH) amino acid that can be identified and quantified following automatic injection into the Model 120 PTH Analyzer which uses a microbore C-18 reverse-phase HPLC column for the analysis.


In the present procedures, peptide mixtures were loaded onto the glass filters. Thus, a single amino acid sequence usually does not result. Rather, mixtures of amino acids in different yield are found. When the particular residue is conserved among the peptides being sequenced, increased yield for that amino acid is observed.


Example 6
MHC-Peptide Binding Assays

Quantitative assays to measure the binding of peptides to soluble Class I molecules are based on the inhibition of binding of a radiolabeled standard peptide. These assays were performed as previously described (Sidney, J., et al., supra.). Briefly, 1-10 nM of radiolabeled peptide was co-incubated at room temperature with 1 μM to 1 nM of purified MHC in the presence of 1 μM human β2-microglubulin (Scripps Laboratories, San Diego, Calif.) and a cocktail of protease inhibitors. Following a two day incubation, the percent of MHC bound radioactivity was determined by size exclusion gel filtration chromatography using a TSK 2000 column. Alternatively, the percent of MHC bound radioactivity was determined by capturing MHC/peptide complexes on W6/32 antibody coated plates, and determining bound cpm using the TopCount microscintillation counter (Packard Instrument Co., Meriden, Conn.) (Southwood, et al., Epimmune Technical Report Epi 063-99).


The radio labeled standard peptide utilized for the A*0201, A*0202, A*0203, A*0205, A*0206, and A*0207 assays was an F6>Y analog of the HBV core 18-27 epitope (sequence FLPSDYFPSV (SEQ ID NO:592)). The average IC50 of this peptide for each molecule was 5.0, 4.3, 10, 4.3, 3.7, and 23 nM, respectively. A C4>A analog of HBV pol 646 (sequence FTQAGYPAL (SEQ ID NO:14617)), or MAGE 1 282 (sequence YVIKVSARV (SEQ ID NO:11833)), was utilized as the label for the A*6802 assay. Their IC50s for A*6802 were 40 and 8 nM, respectively.


In the case of competitive assays, the concentration of peptide yielding 50% inhibition of the binding of the radiolabeled peptide was calculated. Peptides were initially tested at one or two high doses. The IC50 of peptides yielding positive inhibition were then determined in subsequent experiments, in which two to six further dilutions were tested. Under the conditions utilized, where [label]<[MHC] and IC50≧[MHC], the measured IC50 values are reasonable approximations of the true Kd values. Each competitor peptide was tested in two to four independent experiments. As a positive control, the unlabeled version of the radiolabeled probe was also tested in each experiment.


Example 7
Alternative Binding Assay

Epstein-Ban virus (EBV)-transformed homozygous cell lines, fibroblasts, CIR, or 721.22 transfectants were used as sources of HLA class I molecules. These cells were maintained in vitro by culture in RPMI 1640 medium supplemented with 2 mM L-glutamine (GIBCO, Grand Island, N.Y.), 50 μM 2-ME, 100 μg/ml of streptomycin, 100 U/ml of penicillin (Irvine Scientific) and 10% heat-inactivated FCS (Irvine Scientific, Santa Ana, Calif.). Cells were grown in 225-cm2 tissue culture flasks or, for large-scale cultures, in roller bottle apparatuses. Cells were harvested by centrifugation at 1500 RPM using an IEC-CRU5000 centrifuge with a 259 rotor and washed three times with phosphate-buffered saline (PBS) (0.01 M PO4, 0.154 M NaCl, pH 7.2).


Cells were pelleted and stored at −70° C. or treated with detergent lysing solution to prepare detergent lysates. Cell lysates were prepared by the addition of stock detergent solution [1% NP-40 (Sigma) or Renex 30 (Accurate Chem. Sci. Corp., Westbury, N.Y. 11590), 150 mM NaCl, 50 mM Tris, pH 8.0] to the cell pellets (previously counted) at a ratio of 50-100×106 cells per ml detergent solution. A cocktail of protease inhibitors was added to the premeasured volume of stock detergent solution immediately prior to the addition to the cell pellet. Addition of the protease inhibitor cocktail produced final concentrations of the following: phenylmethylsulfonyl fluoride (PMSF), 2 mM; aprotinin, 5 μg/ml; leupeptin, 10 μg/ml; pepstatin, 10 μg/ml; iodoacetamide, 100 μM; and EDTA, 3 ng/ml. Cell lysis was allowed to proceed at 4° C. for 1 hour with periodic mixing. Routinely 5-10×109 cells were lysed in 50-100 ml of detergent solution. The lysate was clarified by centrifugation at 15,000×g for 30 minutes at 4° C. and subsequent passage of the supernatant fraction through a 0.2μ filter unit (Nalgene).


The HLA-A antigen purification was achieved using affinity columns prepared with mAb-conjugated Sepharose beads. For antibody production, cells were grown in RPMI with 10% FBS in large tissue culture flasks (Corning 25160-225). Antibodies were purified from clarified tissue culture medium by ammonium sulfate fractionation followed by affinity chromatography on protein-A-Sepharose (Sigma). Briefly, saturated ammonium sulfate was added slowly with stirring to the tissue culture supernatant to 45% (volume to volume) overnight at 4° C. to precipitate the immunoglobulins. The precipitated proteins were harvested by centrifugation at 10,000×g for 30 minutes. The precipitate was then dissolved in a minimum volume of PBS and transferred to dialysis tubing (Spectro/Por 2, Mol. wt. cutoff 12,000-14,000, Spectum Medical Ind.). Dialysis was against PBS (20 times the protein solution volume) with 4-6 changes of dialysis buffer over a 24-48 hour period at 4° C. The dialyzed protein solution was clarified by centrifugation (10,000×g for 30 minutes) and the pH of the solution adjusted to pH 8.0 with 1N NaOH. Protein-A-Sepharose (Sigma) was hydrated according to the manufacturer's instructions, and a protein-A-Sepharose column was prepared. A column of 10 ml bed volume typically binds 50-100 mg of mouse IgG.


The protein sample was loaded onto the protein-A-Sepharose column using a peristaltic pump for large loading volumes or by gravity for smaller volumes (<100 ml). The column was washed with several volumes of PBS, and the eluate was monitored at A280 in a spectrophotometer until base line was reached. The bound antibody was eluted using 0.1 M citric acid at suitable pH (adjusted to the appropriate pH with 1N NaOH). For mouse IgG-1 pH 6.5 was used for IgG2a pH 4.5 was used and for IgG2b and IgG3 pH 3.0 was used. 2 M Tris base was used to neutralize the eluate. Fractions containing the antibody (monitored by A280) were pooled, dialyzed against PBS and further concentrated using an Amicon Stirred Cell system (Amicon Model 8050 with YM30 membrane). The anti-A2 mAb, BB7.2, was useful for affinity purification.


The HLA-A antigen was purified using affinity columns prepared with mAb-conjugated Sepharose beads. The affinity columns were prepared by incubating protein-A-Sepharose beads (Sigma) with affinity-purified mAb as described above. Five to 10 mg of mAb per ml of bead is the preferred ratio. The mAb bound beads were washed with borate buffer (borate buffer: 100 mM sodium tetraborate, 154 mM NaCl, pH 8.2) until the washes show A280 at based line. Dimethyl pimelimidate (20 mM) in 200 mM triethanolamine was added to covalently crosslink the bound mAb to the protein-A-Sepharose (Schneider, et al., J. Biol. Chem. 257:10766 (1982). After incubation for 45 minutes at room temperature on a rotator, the excess crosslinking reagent was removed by washing the beads twice with 10-20 ml of 20 mM ethanolamine, pH 8.2. Between each one the slurry was placed on a rotator for 5 minutes at room temperature. The beads were washed with borate buffer and with PBS plus 0.02% sodium azide.


The cell lysate (5-10×109 cell equivalents) was then slowly passed over a 5-10 ml affinity column (flow rate of 0.1-0.25 ml per minute) to allow the binding of the antigen to the immobilized antibody. After the lysate was allowed to pass through the column, the column was washed sequentially with 20 column volumes of detergent stock solution plus 0.1% sodium dodecyl sulfate, 20 column volumes of 0.5 M NaCl, 20 mM Tris, pH 8.0, and 10 column volumes of 20 mM Tris, pH 8.0. The HLA-A antigen bound to the mAb was eluted with a basic buffer solution (50 mM dimethylamine in water). As an alternative, acid solutions such as 0.15-0.25 M acetic acid were also used to elute the bound antigen. An aliquot of the eluate (1/50) was removed for protein quantification using either a colorimetric assay (BCA assay, Pierce) or by SDS-PAGE, or both. SDS-PAGE analysis was performed as described by Laemmli (Laemmli, U.K., Nature 227:680 (1970)) using known amounts of bovine serum albumin (Sigma) as a protein standard. Allele specific antibodies were used to purify the specific MHC molecule. In the case of HLA-A2, the mAb BB7.2 was used.


A detailed description of the protocol utilized to measure the binding of peptides to Class I HLA molecules has been published (Sette, et al., Mol. Immunol. 31:813, 1994; Sidney, et al., in Current Protocols in Immunology, Margulies, Ed., John Wiley & Sons, New York, Section 18.3, 1998). Briefly, purified MHC molecules (5 to 500 nM) were incubated with various unlabeled peptide inhibitors and 1-10 nM 125I-radiolabeled probe peptides for 48 h in PBS containing 0.05% Nonidet P-40 (NP40) (or 20% w/v digitonin for H-2 IA assays) in the presence of a protease inhibitor cocktail. The final concentrations of protease inhibitors (each from CalBioChem, La Jolla, Calif.) were 1 mM PMSF, 1.3 nM 1.10 phenanthroline, 73 μM pepstatin A, 8 mM EDTA, 6 mM N-ethylmaleimide, and 200 μM N alpha-p-tosyl-L-lysine chloromethyl ketone (TLCK). All assays were performed at pH 7.0.


Following incubation, MHC-peptide complexes were separated from free peptide by gel filtration on 7.8 mm×15 cm TSK200 columns (TosoHaas 16215, Montgomeryville, Pa.), eluted at 1.2 mls/min with PBS pH 6.5 containing 0.5% NP40 and 0.1% NaN3. The eluate from the TSK columns was passed through a Beckman 170 radioisotope detector, and radioactivity was plotted and integrated using a Hewlett-Packard 3396A integrator, and the fraction of peptide bound was determined.


Radiolabeled peptides were iodinated using the chloramine-T method. A specific radiolabeled probe peptide was utilized in each assay. Typically, in preliminary experiments, each MHC preparation was titered in the presence of fixed amounts of radiolabeled peptides to determine the concentration of HLA molecules necessary to bind 10-20% of the total radioactivity. All subsequent inhibition and direct binding assays were performed using these HLA concentrations.


Since under these conditions [label]<[HLA] and IC50≧[HLA], the measured IC50 values are reasonable approximations of the true KD values. Peptide inhibitors are typically tested at concentrations ranging from 120 μg/ml to 1.2 ng/ml, and are tested in two to four completely independent experiments. To allow comparison of the data obtained in different experiments, a relative binding figure is calculated for each peptide by dividing the IC50 of a positive control for inhibition, i.e. the reference peptide that is included in every binding assay, by the IC50 for each tested peptide (typically unlabeled versions of the radiolabeled probe peptide). For database purposes, and inter-experiment comparisons, relative binding values are compiled. These values can subsequently be converted into normalized IC50 nM values by dividing the standard historical IC50 of the reference peptide by the relative binding of the peptide of interest. This method of data compilation has proven to be the most accurate and consistent for comparing peptides that have been tested on different days, or with different lots of purified MHC.


For example, the standard reference peptide (or positive control) for the HLA-A2.1 binding assays described herein is the peptide having a sequence of FLPSDYFPSV (SEQ ID NO:592), which has an average historical IC50 value of 5 nM in multiple, repeated binding assays. This standard value is used to normalize reported IC50 values for HLA-A2.1 binding as described herein. Thus, a relative binding value of a test HLA-A2.1 motif-bearing peptide can be converted into a normalized IC50 by dividing the standard reference IC50 value, i.e., 5 nM, by the relative binding value of the test HLA-A2.1 motif-bearing peptide.


Example 8
Sequence and Binding Analysis

Using the assay described in Example 4, a relative binding value was calculated for each peptide by dividing the IC50 of the positive control for inhibition by the IC50 for each tested peptide. These values can subsequently be converted back into IC50 nM values by dividing the IC50 nM of the positive controls for inhibition by the relative binding of the peptide of interest. This method of data compilation has proved to be accurate and consistent for comparing peptides that have been tested on different days or with different lots of purified MHC. Standardized relative binding values also allow the calculation a geometric mean, or average relative binding value (ARB), for all peptides with a particular characteristic (Ruppert, J., et al., “Prominent Role of Secondary Anchor Residues in Peptide Binding to HLA-A2.1 Molecules,” Cell 74:929-937 (1993); Sidney, J., et al., “Definition of an HLA-A3-Like Supermotif Demonstrates the Overlapping Peptide Binding Repertoires of Common HLA Molecules,” Hum Immunol. 45:79-93 (1996); Sidney, J., et al., “Specificity and Degeneracy in Peptide Binding to HLA-B7-Like Class I Molecules,” J. Immunol. 157:3480-3490 (1996); Kondo, A., et al., “Prominent Roles of Secondary Anchor Residues in Peptide Binding to HLA-A24 Human Class I Molecules,” J. Immunol. 155:4307-4312 (1995); Kondo, A., et al., “Two Distinct HLA-A*0101-Specific Submotifs Illustrate Alternative Peptide Binding Modes,” Immunogenetics 45:249-258 (1997); Gulukota, K., et al., “Two Complementary Methods for Predicting Peptides Binding Major Histocompatibility Complex Molecules,” J. Mol. Biol. 267:1258-1267 (1997); Southwood, S., et al., “Several Common HLA-DR Types Share Largely Overlapping Peptide Binding Repertoires,” J. Immunol 160:3363-3373 (1998)).


Maps of secondary interactions influencing peptide binding to HLA-A2 supertype molecules based on ARB were derived as previously described (Ruppert, J. et al., “Prominent Role of Secondary Anchor Residues in Peptide Binding to HLA-A2.1 Molecules,” Cell 74:929-937 (1993); Sidney, J., et al., “Definition of an HLA-A3-Like Supermotif Demonstrates the Overlapping Peptide Binding Repertoires of Common HLA Molecules,” Hum Immunol. 45:79-93 (1996); Sidney, J., et al., “Specificity and Degeneracy in Peptide Binding to HLA-B7-Like Class I Molecules,” J. Immunol. 157:3480-3490 (1996); Kondo, A., et al., “Prominent Roles of Secondary Anchor Residues in Peptide Binding to HLA-A24 Human Class I Molecules,” J. Immunol. 155:4307-4312 (1995); Kondo, A., et al., “Two Distinct HLA-A*0101-Specific Submotifs Illustrate Alternative Peptide Binding Modes,” Immunogenetics 45:249-258 (1997); Gulukota, K., et al., “Two Complementary Methods for Predicting Peptides Binding Major Histocompatibility Complex Molecules,” J. Mol. Biol. 267:1258-1267 (1997)). Essentially, all peptides of a given size (8, 9, 10 or 11 amino acids) and with at least one tolerated main anchor residue were selected for analysis. The binding capacity of peptides in each size group was analyzed by determining the ARB values for peptides that contain specific amino acid residues in specific positions. For determination of the specificity at main anchor positions ARB values were standardized relative to the ARB of peptides carrying the residue associated with the best binding. For secondary anchor determinations, ARB values were standardized relative to the ARB of the whole peptide set considered. That is, for example, an ARB value was determined for all 9-mer peptides that contain A in position 1, or F in position 7, etc. Because of the rare occurrence of certain amino acids, for some analyses residues were grouped according to individual chemical similarities as previously described (Ruppert, J. et al., supra; Sidney, J., et al., supra; Sidney, J., et al., supra; Kondo, A., et al., supra; Kondo, A., et al., supra; Gulukota, K., et al., supra; Southwood, S., et al., supra).


Frequencies of HLA-A2-Supertype Molecules


To select a panel of A2-supertype molecules representative of the allelic forms most frequent in major ethnic groups, unpublished population typing data from D. Mann and M. Fernandez-Vina were utilized. These data were consistent with published data (Sudo, T., et al., “DNA Typing for HLA Class I Alleles: I. Subsets of HLA-A2 and of -A28,” Hum. Immunol. 33:163-173 (1992); Ellis, J. M., et al., “Frequencies of HLA-A2 alleles in Five US Population Groups,” Hum. Immunol. 61:334-340 (2000); Krausa, P., et al., “Genetic Polymorphism Within HLA-A*02: Significant Allelic Variation Revealed in Different Populations,” Tissue Antigens 45:233-231 (1995) and Imanishi, T., et al., “Allele and Haplotype Frequencies for HLA and Complement Loci in Various Ethnic Groups” Tsuji, K., et al., (eds): HLA 1991, Proceedings of the Eleventh International Histo-Compatibility Workshop and Conference, Vol. 1, Oxford University Press, Oxford, pp. 1065-1220 (1992)), and are shown in TABLE 38. For the four major ethnic groups considered, it was apparent that seven HLA alleles represent the vast majority of A2 supertype alleles. Included in this group are A*0201, A*0202, A*0203, A*0205, A*0206, A*0207, and A*6802. Each of these alleles is present in 2% or more of the general population, and also occur with a frequency greater than 5% in at least one major ethnicity. Other alleles are represented with only minor frequencies of 1.3%, or less, in any one major ethnic group. Furthermore, none of the minor alleles are present with a frequency greater than 1% in the general population. Based on these observations, A*0201, A*0202, A*0203, A*0205, A*0206, A*0207, and A*6802 were selected for studies defining peptide binding specificity and cross-reactivity in the A2-supertype.


Main Anchor Positions of A2 Supertype Molecules


Previous studies indicated a largely overlapping peptide binding specificity for a set of Class I molecules designated as the A2-supertype. Here, the main peptide binding specificity of A2-supertype molecules was examined in more detail. Some of these results have been published previously, and are shown here only for reference purposes (Ruppert, J., et al., supra and Sidney, J., et al., “The HLA-A*0207 Peptide Binding Repertoire is Limited to a Subset of the A*0201 Repetoire,” Hum. Immunol., 58:12-20 (1997)).


In a first series of studies, non-conservative lysine (K) substitutions were introduced at every position of two peptides previously noted to bind multiple A2-supertype molecules: 1) the HCV NS3 590 9-mer peptide (sequence YLVAYQATV (SEQ ID NO:3765)), and 2) the HBV core 18 F6>Y 10-mer analog peptide (sequence FLPSDYFPSV (SEQ ID NO:3775)). These peptides were tested for their capacity to bind A*0201, A*0202, A*0203, A*0205, A*0206, A*0207 and A*6802. In TABLE 39 and TABLE 40, binding capacities are expressed as ratios relative to the parent peptide. Peptides whose binding capacities are within 10-fold of the best binder are considered preferred; those whose relative binding capacities are 10-100-fold less than the best binder are considered tolerated. A dash (“-”) indicates a relative binding of less than 0.01. In the case of the HCV NS3 590 peptide (TABLE 39), K substitutions at position 2 and the C-terminus resulted in greater than 100-fold reduction in binding to each HLA molecule. Greater than 100-fold decreases in binding were also noted in the context of A*6802 when K was substituted in positions 1 and 5. Reductions in binding capacity in the 10-100-fold range were noted when substitutions were made at several other positions, notably positions 3 and 7. When the 10-mer HBV core 18 F6>Y ligand (TABLE 40) was investigated, greater than 100-fold reductions in binding capacity were again noted when the peptide was substituted at position 2 and the C-terminus. Significant reductions in binding were also observed following substitution at position 7.


Together, these data suggest that A2-supertype molecules bind both 9- and 10-mer peptide ligands via anchor residues in position 2 and at the C-terminus. The presence of an additional primary or secondary anchor towards the middle of the peptide is demonstrated by the fact that the binding of both the 9-mer and 10-mer peptides was usually reduced by substitutions at position 7. Specificity of the Position 2 and C-Terminal Anchor Residues.


Based on these results, the ligand specificity of A2-supertype molecules at position 2 and the C-terminus was analyzed using additional HCV NS3 590 and HBV core 18 F6>Y single substitution analogs, and also single substitution analogs of a poly-alanine peptide (peptide 953.01; sequence ALAKAAAAV (SEQ ID NO:3786)). For these analyses, preferred amino acids for anchor residues were defined as those associated with a binding capacity within 10-fold of the optimal residue. Amino acids whose relative binding capacity was between 0.01 and 0.1 were defined as tolerated, and those associated with a binding capacity less than 0.01 were considered as non-tolerated. In the accompanying tables, a dash (“-”) indicates a relative binding of less than 0.01. Binding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule.


At position 2 small aliphatic and hydrophobic residues were found to be generally tolerated, while other residues, including large polar, aromatic, and charged residues were typically not well tolerated (TABLE 41, TABLE 42, and TABLE 43). L, I, V, and M were preferred as anchor residues in most (>80%) contexts (TABLE 44). The allele/peptide combinations in Table 44 refer to the number of instances in which a given residue was associated with a relative binding in the 1-0.1 range (preferred) or 0.1-0.01 range (tolerated). A, T, Q, and S were less frequently preferred as anchor residues, but were either preferred or tolerated in >80% of the contexts examined (TABLE 44). None of the other amino acids examined were preferred in any context and only rarely tolerated (residues, but were either preferred or tolerated in >80% of the contexts examined. None of the other amino acids examined were preferred in any context and only rarely tolerated.).


At the C-terminus, V was found to be the optimal residue in the context of all 3 parent peptides for A*0201, A*0206, and A*6802, and in 2 out of 3 cases for A*0203 and A*0205 (TABLE 45, TABLE 46, and TABLE 47). Overall, either V or L was the optimal C-terminal residue for each molecule, regardless of the peptide tested. The allele/peptide combinations in Table 48 refer to the number of instances in which a given residue was associated with a relative binding in the 1-0.1 range (preferred) or 0.1-0.01 range (tolerated). The aliphatic/hydrophobic amino acids V, L, and I were preferred as anchor residues in greater than 66.7% of the MHC-peptide contexts. M, A, and T were tolerated approximately 50% of the time. Other residues examined were either not accepted at all, or were tolerated only rarely.


A Re-Evaluation of the Peptide Binding Specificity of A*0201


The fine specificity of A*0201 binding was investigated in more detail using a database of over 4000 peptides between 8- and 11-residues in length. It was found that over 30% of the peptides bearing L or M in position 2 bound A*0201 with affinities of 500 nM, or better (FIG. 1a). Between 5 and 15% of the peptides bearing the aliphatic residues I, V, A, T, and Q bound with IC50s of 500 nM, or better. No other residue, including aromatic (F, W, and Y), charged (R, H, K, D, and E), polar (S and N) and small (C, G, and P) residues, was associated with IC50s of 500 nM, or better.


Consistent with the single substitution analysis, V was found to be the optimal A*0201 C-terminal anchor residue (FIG. 1b). Overall, 31.9% of the peptides with V at the C-terminus were A*0201 binders. I, L, S, C, M, T and A were also tolerated, with 7.1 to 28.6% of the peptides binding with an IC50 of 500 nM, or better.


The correlation between peptide length (between 8 and 11 residues) and binding capacity was analyzed next. It was found that 27.6% of the 9-mer peptides bound with IC50 of 500 nM, or less, in good agreement with previous estimates (Ruppert, J., et al., supra) (TABLE 49). ARB values are standardized to the peptide set of optimal size and shown for reference purposes.


Longer peptides were also capable of binding, although somewhat less well; 17.8% of 10-mer, and 14.5% of the 11-mer peptides had affinities of 500 nM or better. Finally, it was noted that 8-mer peptides bound A*0201 only rarely, with 3.5% of the peptides having binding capacities better than 500 nM.


The A*0201 peptide binding database was further analyzed to assess the stringency of most frequently (48.7%), and with higher average relative binding capacity than other peptides in the library (TABLE 50). Peptides with one preferred residue and one tolerated residue also bound relatively frequently, in the 17.6 to 28.4% range. Finally, peptides with at least one non-tolerated residue, or with tolerated residues at both main anchor positions, bound only rarely, if at all, with frequencies of binding in the 0-7.1% range. No significant difference was detected in terms of primary anchor preferences as a function of ligand size.


To identify secondary anchor effects, the A*0201 binding capacity of peptides in each size group was further analyzed by determining the ARB values for peptides that contain a particular amino acid residue in a specific, but size dependent, position. The resulting ARB values, by corresponding residue/position pairs, for 8-11-mer sequences are shown in TABLE 51, TABLE 52, TABLE 53, and TABLE 54. All of the peptides in TABLE 51, TABLE 52, TABLE 53, and TABLE 54 had at least 1 preferred and 1 tolerated residue at the main anchor positions. At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased and bolded font. Negative effects, associated with a three-fold decrease in binding affinity, are identified by underlined and italicized font. Also, residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIG. 5. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-tolerated anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity, to filter out non-motif peptides.


In TABLE 51, TABLE 52, TABLE 53, and TABLE 54, the results of the analysis of a panel of 93 8-mer peptides, 1389 9-mer peptides, 953 10-mer peptides, and 95 11-mer peptides, respectively, are based on naturally occurring sequences from various viral, bacterial, or pathogen origin. ARB values shown were calculated, for example, as described in Sidney et al., Human Immunology 62: 1200 (2001) and Sidney et al., J. Immunology 157: 3480 (1996). For 9-mer and 10-mer peptides ARB values were derived for each residue considered individually. For studies of 8-mer and 11-mer peptides (TABLE 51 and TABLE 54, respectively,) ARB values were based on the grouping of chemically similar residues, as described in Ruppert et al., Cell 74: 929 (1993). The average geometric binding capacity of the 8-mer, 9-mer, 10-mer, and 11-mer panels was 14420 nM, 1581 nM, 3155 nM, and 3793 nM, respectively.


Summary maps are shown in FIGS. 6A-6D. In most positions, some secondary influence could be detected. The majority (55%) of the negative influences involved the presence of acidic (D and E) or basic (R, H, and K) residues. Proline (P) and large polar residues (Q, and N) were also frequently disruptive. While each particular size was associated with unique preferences, in most instances (79%) preferred residues were aromatic (F, W, or Y) or hydrophobic (L, I, V, or M). Most peptide lengths exhibited a preference for F, Y and M in position 3. Similarly, all peptide sizes shared a preference for aromatic or hydrophobic residues in the C-2 position.


Several distinct preference patterns were also observed for peptides of a given size. For example, 8-mer peptides did not have any preference in either position 1 or position 3 for the hydrophobic or aromatic residues preferred by 9-, 10-, and 11-mer peptides. 11-mer peptides were unique in the preference for G in multiple positions throughout the middle of the peptide.


Main Anchor Specificities of Other A2-Supertype Molecules


In the next set of analyses, the main anchor specificities of A*0202, A*0203, A*0206, and A*6802, four of the most prevalent A2-supertype alleles next to A*0201, was assessed. Peptides in the A2-supertype binding database often reflect selection using an A*0201-based bias, such as the selection of only A*0201 binding peptides, or the selection of peptides scoring high in A*0201 algorithms. As a result, in most cases, peptide binding data for non-A*0201 molecules is available for only peptides with supertype preferred and tolerated residues. Despite this limitation, a database of about 400 peptides was available for study. A database of sufficient size was not available to allow analysis of A*0205 and A*0207, although an analysis of the specificity of A*0207 has been published previously (Sidney, J., et. al., supra).


Analyses of the position 2 specificities are summarized in FIG. 3a-d. In general, V, T, A, I, and M were tolerated in the context of each molecule. Allele specific preferences were also noted. In the case of A*0202 Q was the most preferred residue. Other residues (L, I, V, A, T and M) were tolerated, and were roughly equivalent, with ARB in the 0.08-0.30 range. By contrast, A*0203 had a preference for L, M and Q. Residues V, A, I and T were associated with lower overall binding affinities. A third pattern was noted for A*0206, where Q, V, I, A, and T were all well tolerated with ARB values between 0.47 and 1.0, while L and M were less well tolerated. Finally, for A*6802 V and T were the optimal residues, with ARB >0.45. A was also preferred, but with a lower ARB (0.13). Significant decreases in binding were seen with I and M, which had ARB between 0.050 and 0.020. L and Q were not tolerated, with ARB <0.010.


At the C-terminus, I, V, L, A, M and T were tolerated by all A2-supertype molecules tested, with ARB >0.060 (FIGS. 4a-d). I and V were the two residues most preferred by each allele; V was the optimal residue for A*0203, A*0206, and A*6802. L was typically the next most preferred residue. T, A, and M were usually associated with lower ARB values.


In conclusion, the position 2 and C-terminal anchor residues preferred or tolerated by A*0201 were also well tolerated by other A2-supertype molecules. While each allele had a somewhat unique pattern of preferences at position 2, the patterns of preferences exhibited by each allele at the C-terminus were fairly similar.


Secondary Influences on Peptide Binding to A2-Supertype Molecules


The same library of peptide ligands was analyzed to determine the ligand size preferences of A*0202, A*0203, A*0206, and A*6802. Fore each allele, ARB values are standardized to the peptide set of optimal size. We found that for each molecule 9-11 mer peptides were well tolerated, with ARB >0.36 (TABLE 55, TABLE 56, TABLE 57, and TABLE 58). For A*0203, A*0206, and A*6802, 9-mer peptides were optimal, but 10-mers were optimal in the case of A*0202. For all alleles, 8-mer peptides were much less well tolerated, with ARB in each case <0.11.3


The influence of secondary anchor residues on the capacity of peptides to bind A*0202, A*0203, A*0206, and A*6802 was examined next. The number of peptides available only allowed analysis of 9- and 10-mer ligands. The ARB values for 9-mer and 10-mer peptides as a function of the presence of a particular residue in a specific position are shown in TABLES 59-66, and summary maps in FIG. 9, FIG. 10, FIG. 11, and FIG. 12. As noted above, positive and negative effects are defined as associated with three-fold or greater increases or decreases in binding affinity, respectively.


In TABLE 59 and TABLE 60, a panel of 268 9-mer peptides and a panel of 120 10-mer peptides, respectively, were tested for binding to the A*0202 allele. In TABLE 61 and TABLE 62, a panel of 272 9-mer peptides and a panel of 122 10-mer peptides, respectively, were tested for binding to the A*0203 allele. In TABLE 63 and TABLE 64, a panel of 268 9-mer peptides and a panel of 120 10-mer peptides, respectively, were tested for binding to the A*0206 allele. In TABLE 65 and TABLE 66, a panel of 268 9-mer peptides and a panel of 120 10-mer peptides, respectively, were tested for binding to the A*6802 allele. All peptides were based on naturally occurring sequences from various viral, bacterial, or pathogen origin and had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values are based on the grouping of chemically similar residues, generally as described in Ruppert et al., Cell 74: 929 (1993), for example. At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by bolded and increased font. Negative effects, associated with a three-fold decrease in binding affinity, are indicated by underlined and italicized font. Also, residues determined to be preferred or tolerated anchors are indicated by bold font. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-tolerated anchor residues were set to 0.001, equivalent to a 1000-fold reduction in binding capacity, to filter out non-motif peptides. The average geometric binding capacity of each panel in TABLE 59, TABLE 60, TABLE 61, TABLE 62, TABLE 63, TABLE 64, TABLE 65, and TABLE 66 was 401 nM, 342 nM, 85 nM, 95 nM, 387 nM, 643 nM, 838 nM, and 1055 nM, respectively.


In general, deleterious effects were frequently (35%) associated with charged residues (D, E, R, H, or K). An additional 35% of the deleterious influences could be attributed to G or P. Positive influences were relatively evenly attributed to basic (R, H, K), acid (D, E), hydrophobic (F, W, Y, L, I, V, M) or small (A, P) residues.


While each molecule had a distinctive pattern of preferences and aversions, some common trends could be noted in the case of 10-mer peptides. For example, for all molecules Q and N were preferred in position 1, and R, H, and K were preferred in position 8. D, E, and G were uniformly deleterious for 10-mer peptides in position 3. Consensus preferences or aversions were not noted for 9-mer peptides.


In summary, the data in this section describe detailed motifs for 9- and 10-mer peptides binding to A*0202, A*0203, A*0206, and A*6802. Each motif is characterized by specific features associated with good, or poor, binding peptides.


A Consensus A2-Supermotif


How well A*0201 binders also bound to other A2-supertype molecules was assessed next. It was found that peptides that bound A*0201 with good affinity (IC50<500 nM) frequently bound other A2-supertype molecules (TABLE 67). Between 36.1 and 73.6% of A*0201 binding peptides bound other A2-supertype molecules. Analysis of A2-supertype degeneracy as a function of A*0201 affinity also yielded interesting results. The motifs described above for A2 supertype molecules are very similar and largely overlapping. In this respect, a consensus motif can be identified that incorporates features commonly shared by the molecule-specific motifs (FIG. 9). The consensus motif specifies the presence of hydrophobic and aliphatic residues in position 2 of peptide ligands. At this position, V, L and M are preferred, while T, Q, A, and I are all tolerated. On the basis of the preference rank of each residue in the context of each A2-supertype molecule, V is the most preferred residue. At the C-terminus the consensus motif specifies the presence of hydrophobic and aliphatic residues L, I, V, M, A, and T. V is most frequently the optimal residue, while L and I are also considered preferred, typically being the next most optimal residues. M, A, and T are considered as tolerated residues.


The secondary anchor maps for A*0201, A*0202, A*0203, A*0206, and A*6802 were utilized to derive a supertype consensus secondary anchor motif for 9- and 10-mer peptides (FIG. 9). Residues considered as preferred for 3 or more A2-supertype molecules, without being deleterious for any molecule, were considered as preferred for the supertype consensus motif. Conversely, residues identified as deleterious for 3 or more molecules were designated as deleterious in the consensus motif. The consensus motif overlaps significantly with the detailed A*0201 motif, and includes a preference for aromatic residues in position 1 and/or 3, and a shared aversion for charged residues in position 3.


Correlation Between a*0201 Binding Affinity and A2-Supertype Cross-Reactivity


Because of the dominance in four major ethnicities of A*0201 compared with other A2 supertype alleles (see, e.g., TABLE 38), it was of interest to determine how well A*0201 binders also bound to other A2-supertype molecules. It was found that peptides that bound A*0201 with good affinity (IC50<500 nM) frequently bound other A2-supertype molecules (TABLE 67). Between 36.1 and 73.6% of A*0201 binding peptides bound other A2-supertype molecules. Analysis of A2-supertype degeneracy as a function of A*0201 affinity also yielded interesting results. 72.8% of the peptides that bound A*0201 with IC50<500 nM bound 3 or more A2-supertype molecules (TABLE 68). As a general rule, the higher the binding affinity of a peptide for A*0201, the higher the likelihood that the peptide would also bind 3 or more supertype molecules. Over 96% of the peptides that bound A*0201 with affinities of 20 nM or better also bound 3 or more A2-supertype molecules. By contrast, A2-supermotif peptides that did not bind A*0201 with affinities better than 500 nM only rarely (10%) bound 3 or more A2 supermotif molecules, and never bound 4 or more molecules.


In summary, this analysis of the cross-reactive binding of peptides to A*0201 and other A2-supertype molecules confirms the fact that this family of HLA molecules recognizes similar structural features in their peptide ligands. It has also been shown that A*0201 binding affinity correlates with the propensity to bind multiple A2-supertype alleles.


Analysis.


The results of this analysis allow for the detailed definition of the properties of peptides that bind to HLA-A*0201 and other A2-supertype molecules. The A2-supertype molecules share not only largely overlapping peptide binding specificity, but also significantly overlapping peptide binding repertoires. Specific features of peptide ligands associated with degenerate A2-supertype binding capacity were identified which provide a logical explanation for the supertype relationship.


In a previous study the peptide binding specificity of A*0201 was analyzed, and a detailed motif, including the identification of secondary anchor features, was constructed. In the present analyses, performed with a 10-fold larger database, we confirmed that data and extended the analysis to include 8- and 11-mer peptides. Overall, the specificity of A*0201 for 8- and 11-mer peptides was largely similar to that for 9- and 10-mer peptides. For example, regardless of peptide size, the majority of negative influences on binding capacity were associated with the presence of charged residues in secondary anchor positions, while the majority of positive influences were associated with the presence of hydrophobic residues. The definition of detailed motifs for 8- and 11-mer peptides should allow for a more complete identification of epitopes. Identification of A*0201 binders has been greatly facilitated by the use of the algorithms based on ARB values. In the present analyses a substantially larger database was used than previously available, allowing for a refinement of algorithm coefficients. Because the newer coefficients are based on a significantly larger data set, they are statistically more accurate and should afford more efficient and precise prediction of epitopes. Indeed, recent analysis has shown that a revised A*0201 9-mer polynomial algorithm based on a larger data set is more accurate than both an older algorithm based on a small data set, and neural network prediction methodologies. In addition to increasing the accuracy of epitope prediction (Ruppert, J., et al., supra; Sidney, J., et al., supra; Kondo, A., et al., supra; Gulukota, K., et al., supra; Parker, K. C., et al., “Sequence Motifs Important for Peptide Binding to the Human MHC Class I Molecule, HLA-A2,” J. Immunol. 149:3580-3587 (1992) and Milik, M., et al., “Application of an Artificial Neural Network to Predict Specific Class I MHC Binding Peptide Sequences,” Nature (Biotech) 16:753-756 (1998)), detailed peptide binding motifs defining both primary and secondary anchor positions allow for the rational design of optimized ligands. For example, natural sequences carrying sub-optimal residues at primary and/or secondary positions can be identified. The sub-optimal residues may be replaced with optimal anchors, generating epitopes with increased binding affinity (Sidney, J., et al., supra; Pogue, R. R., et al., “Amino-Terminal Alteration of the HLA-A*0201-Restricted Human Immunodeficiency Virus Pol Peptide Increases Complex Stability and in Vitro Immunogenicity,” Proc. Nat'l. Acad. Sci., USA, 92:8166-8170 (1995) and Bakker, A. B., et al., “Analogues of CTL epitopes With Improved MHC Class-I Binding Capacity Elicit Anti-Melanoma CTL Recognizing the Wide-Type Epitope,” Int. J. Cancer, 70:302-309 (1997)). Following this type of modification, wild type peptides that were unable to elicit responses, or were poor immunogens, may become highly immunogenic Pogue, R. R., et al., supra; Bakker, A. B., et al., supra; Parkhurst, M. R., “Improved Induction of Melanoma-Reactive CTL With Peptides From the Melanoma Antigen gp100 Modified at HLA-A*0201-Binding Peptides,” J. Immunol. 157:2539-2548 (1996); Rosenberg, S. A., et al., “Immunologic and Therapeutic Evaluation of a Synthetic Peptide Vaccine for the Treatment of Patients With Metastatic Melanoma,” Nature (Med) 4:321-327 (1998); Sarobe, P., et al., “Enhanced in vitro Potency and in vivo Immunogenicity of a CTL Epitope From Hepatitis C Virus Core Protein Following Amino Acid Replacement at Secondary HLA-A2.1 binding positions,” J. Clin. Invest. 102:1239-1248 (1998) and Ahlers, J. D., et al., “Enhanced Immunogenicity of HIV-1 Vaccine Construct by Modification of the Native Peptide Sequence,” Proc. Nat'l Acad. Sci., USA, 94:10856-10861 (1997)). The CTL induced by such analog peptides have been shown to be capable, in most instances, of recognizing target cells expressing wild type antigen sequences. This phenomenon is likely to reflect less stringent epitope binding requirements for target cell recognition compared to that needed for stimulation of naïve T-cells to induce differentiation into effectors (Cho, B. K., et al., “Functional Differences Between Memory and Naive CD8 T Cells,” Proc. Nat'l. Acad. Sci. USA 96:2976-2981 (1999); Sykulev, Y., et al., “Evidence That A Single Peptide—MHC Complex On A Target Cell Can Elicit Acytolytic T Cell Response,” Immunity 4:565-571 (1996)). Thus, the detailed motifs described herein will facilitate not only in the identification of naturally occurring CTL epitopes, but also in the design of engineered epitopes with increased binding capacity and/or immunogenic characteristics.


The peptide binding specificity for other A2-supertype molecules was also investigated using single substitution analog peptides and peptide libraries. In agreement with previous reports (del Guercio, M-F, et al., “Binding of a Peptide Antigen to Multiple HLA Alleles Allows Definition of an A2-Like Supertype,” J. Immunol. 154:685-693 (1995) and (Sidney, J., et al., “Practical, Biochemical and Evolutionary Implications of the Discovery of HLA Class I Supermotifs,” Immunol Today 17:261-266 (1996)); see also reports filed for NIH-NIAID contract NO1-AI-45241), we found that the primary anchor motifs of A2-supertype molecules were remarkably similar. The use of peptide libraries allowed detailed characterization of the secondary anchor preferences and aversions of each molecule. It was shown that, while each A2-supertype molecule had a unique specificity, a supermotif based on consensus patterns could be identified. Because the supermotif describes features of peptide ligands that are shared amongst A2-supertype molecules, it is expected to allow the efficient identification of highly cross-reactive peptides, and indicate appropriate strategies for anchor fixing, allowing modulation of the supertype degeneracy of peptide ligands. A further result of the present analysis was the derivation of coefficients that could be utilized in algorithms for predicting peptide binding to A*0202, A*0203, A*0206, and A*6802.


As HLA A*0201 is by far the most prevalent A2-supertype allele, both in the general population and within major ethnic groups, the peptide screening strategy that was utilized focused first on the identification of A*0201 binders. It was determined that over 70% of the peptides that bind to A*0201 also bind to at least 2 additional A2-supertype molecules, and that the propensity to bind other A2-supertype alleles correlated with A*0201 binding affinity.


In conclusion, the data described herein provide formal demonstration of the shared peptide binding specificity of a group of HLA-A molecules designated as the A2-supertype. Not only do these molecules recognize similar features at primary and secondary anchor positions of their peptide ligands, they also share largely overlapping peptide binding repertoires. The demonstration that these molecules share largely overlapping repertoires has a significant implication for the design of potential vaccine constructs. Indeed, the concept that A2-supertype cross-reactivity at the peptide binding level may be of immunological relevance has been demonstrated in a number of studies, in both infectious disease (Khanna R., et al., “Identification of Cytotoxic T-Cell Epitopes Within Epstein-Barr Virus (EBV) Oncogene Latent Membrane Protein 1 (LMP1): Evidence for HLA A2 Supertype-Restricted Immune Recognition of EBV-Infected Cells by LMP1-Specific Cytotoxic T lymphocytes,” Eur J Immunol, 28:451-458 (1998); Bertoletti, A., et al., “Molecular Features of the Hepatitis B Virus Nucleocapsid T-Cell Epitope 18-27: Interaction With HLA An T-Cell Receptor,” Hepatology 26:1027-1034 (1997); Livingston, B. D., et al., “Immunization With the HBV Core 18-27 Epitope Elicits CTL Responses in Humans Expressing Different HLA-A2 Supertype Molecules,” Hum Immunol 60:1013-1017, (1999); Bertoni, R., et al., “Human Histocompatibility Leukocyte Antigen-Binding Supermotifs Predict Broadly Cross-Reactive Cytotoxic T Lymphocyte Responses in Patients With Acute Hepatitis,” J Clin Invest 100:503-513 (1997); and Doolan, D. L., et al., “Degenerate Cytotoxic T-Cell Epitopes from P. falciparum Restricted by Multiple HLA-A and HLA-B Supertype Alleles,” Immunity 7:97-112 (1997)) and cancer (Fleischhauer, K., et al., “Multiple HLA-A Alleles Can Present an Immunodominant Peptide of the Human Melanoma Antigen Melan-A/MART-1 To A Peptide-Specific HLA-A*0201+Cytotoxic Cell Line,” J Immunol, 157: 787-797 (1996); Rivoltini, L., et al., “Binding and Presentation of Peptides Derived From Melanoma Antigens MART-1 and Glycoprotein-100 by HLA-A2 Subtypes: Implications for Peptide-Based Immunotherapy,” J Immunol 156:3882-3891 (1996); Kawashima, I., “The Multi-Epitope Approach for Immunotherapy for Cancer: Identification of Several CTL Epitopes from Various Tumor-Associated Antigens Expressed on Solid Epithelial Tumors,” Hum Immunol 59:1-14 (1998)) settings.


Example 9
Peptide Composition for Prophylactic Uses

Vaccine compositions of the present invention are used to prevent infection or treat cancer in persons. For example, a polyepitopic peptide epitope composition containing multiple CTL and HTL epitopes is administered to individuals at risk for HCV infection. The composition is provided as a single lipidated polypeptide that encompasses multiple epitopes. The vaccine is administered in an aqueous carrier comprised of Freund's Incomplete Adjuvant. The dose of peptide for the initial immunization is from about 1 to about 50,000 μg for a 70 kg patient administered in a human dose volume. The initial administration of vaccine is followed by booster dosages at 4 weeks followed by evaluation of the magnitude of the immune response in the patient, by techniques that determine the presence of epitope-specific CTL populations in a PBMC sample. Additional booster doses are administered as required. The composition is found to be both safe and efficacious as a prophylaxis against HCV infection.


Alternatively, the polyepitopic peptide composition can be administered as a nucleic acid in accordance with methodologies known in the art and disclosed herein.


Example 10
Definition of an A3.2 Specific Motif

There is some ambiguity in the international nomenclature of A3 alleles. The A3.2 allele herein is expressed by cell lines EHM, HO301, and GM3107. This particular subtype is currently referred to as the 3.2 allele (Yang, in Immunobiology of HLA, Vol. 1, Dupont ed., Springer-Verlag, New York pp. 43-44 and 54-55, 1989), or the product of the A*0301 gene (its sequence corresponds to the one published by Strachan, et al., EMBO J., 3:887 (1984), and has been verified by direct cloning and sequencing of the A3 gene found in EHM cell line. The HLA-A3.2 encoded by the A*0301 gene referred to in this document is the commonly expressed HLA-A3 allelic form.


In one case using MAT cells, pooled peptide fractions prepared as described in Example 3 above were obtained from HLA-A3.2 homozygous cell lines, for example, CM3107. The pooled fractions were HPLC fractions corresponding to 7% to 19% CH3CN. For this class I molecule, this region of the chromatogram was most abundant in peptides. Data from independent experiments were averaged as described below.


The amino acid sequence analyses from four independent experiments were analyzed and the results are shown in TABLE 73. For each position except the first, the data were analyzed by modifying the method described by Falk et al. to allow for comparison of experiments from different HLA types. This modified procedure yielded quantitative yet standardized values while allowing the averaging of data from different experiments involving the same HLA type.


The raw sequenator data was converted to a simple matrix of 10 rows (each representing one Edman degradation cycle) and 16 columns (each representing one of the twenty amino acids; W, C, R and H were eliminated for technical reasons. The data corresponding to the first row (first cycle) was not considered further because, this cycle is usually heavily contaminated by free amino acids.). The values of each row were summed to yield a total pmoles value for that particular cycle. For each row, values for each amino acid were then divided by the corresponding total yield value, to determine what fraction of the total signal is attributable to each amino acid at each cycle. By doing so, an “Absolute Frequency” table was generated. This absolute frequency table allows correction for the declining yields of each cycle.


The retentate contains the bulk of the HLA-A heavy chain and β2-microglobulin, while the filtrate contains the naturally processed bound peptides and other components with molecular weights less than about 3000. The pooled filtrate material was lyophilized in order to concentrate the peptide fraction. The sample was then ready for further analysis.


For HPLC (high performance liquid chromatography) separation of the peptide fractions, the lyophilized sample was dissolved in 50 μl of distilled water, or into 0.1% trifluoracetic acid (TFA) (Applied Biosystems) in water and injected into a C18 reverse-phase narrow bore column (Beckman C18 Ultrasphere, 10×250 mm), using a gradient system described by Stone and Williams (Stone, K. L. and Williams K. R., in, Macromolecular Sequencing and Synthesis; Selected Methods and Applications, A. R. Liss, New York, 1988, pp. 7-24). Buffer A was 0.06% TFA in water (Burdick-Jackson) and buffer B was 0.052% TFA in 80% acetonitrile (Burdick-Jackson). The flow rate was 0.250 ml/minute with the following gradient: 0-60 min., 2-37.5% B; 60-95 min., 37.5-75% B; 95-105 min., 75-98% B. The Gilson narrow bore HPLC configuration is particularly useful for this purpose, although other configurations work equally well.


A large number of peaks were detected by absorbance at 214 nm, many of which appear to be of low abundance (FIG. 16). Whether a given peak represents a single peptide or a peptide mixture was not determined. Pooled fractions were then sequenced to determine motifs specific for each allele as described below.


Pooled peptide fractions, prepared as described above were analyzed by automated Edman sequencing using the Applied Biosystems Model 477A automated sequencer. The sequencing method is based on the technique developed by Pehr Edman in the 1950s for the sequential degradation of proteins and peptides to determine the sequence of the constituent amino acids.


The protein or peptide to be sequenced was held by a 12-mm diameter porous glass fiber filter disk in a heated, argon-purged reaction chamber. The filter was generally pre-treated with BioBrene Plus™ and then cycled through one or more repetitions of the Edman reaction to reduce contaminants and improve the efficiency of subsequent sample sequencing. Following the pretreatment of the filter, a solution of the sample protein or peptide (10 pmol-5 nmol range) was loaded onto the glass filter and dried. Thus, the sample was left embedded in the film of the pretreated disk. Covalent attachment of the sample to the filter was usually not necessary because the Edman chemistry utilized relatively apolar solvents, in which proteins and peptides are poorly soluble.


Starting from the absolute frequency table, a “relative frequency” table was then generated to allow comparisons among different amino acids. To do so the data from each column was summed, and then averaged. Then, each value was divided next by the average column value to obtain relative frequency values. These values quantitate, in a standardized manner, increases and decreases per cycle, for each of the different sixteen amino acid types. Tables generated from data from different experiments can thus be added together to generate average relative frequency values (and their standard deviations). All standard deviations can then be averaged, to estimate a standard deviation value applicable to the samples from each table. Any particular value exceeding 1.00 by more than two standard deviations is considered to correspond to a significant increase.


The results of the foregoing analysis for HLA-A3.2 were as follows: at position 2, a 2.2-fold increase in valine (V) with lesser increases (1.5-1-7) for structurally similar residues leucine (L) and methionine. My. At position 3, tyrosine (Y) and aspartic acid (0) showed increases in frequency. At position 7 isoleucine (I) was increased, and at position 8 asparagine (N), and glutamine (Q) were increased. At positions 9 and 10, lysine (K) was increased more than 2-fold over the expected random yield.


Cysteine was not modified and thus not detected tryptophan coeluted with diphenylurea, and in some experiments, PTH-arginine coeluted with the major derivative of PTH-threonine. Therefore, cysteine and tryptophan are not detectable and arginine is detected only in the absence of threonine.


Previously described MHC structures showed instances of critically conserved residues at position 2 (or 3) and at the C terminus (either position 9 or 10}. These residues are referred to as “conserved” residues. The modified data analysis of this invention considered the conserved positions at the N and C terminals.


Thus, the HLA-A3.2 motif should have position two occupied by V, L or M, a length of 9 or 10 amino acids, and C-terminal position occupied by K.


Example 11
Definition of an A2.1. Specific Motif

In one case, pooled peptide fractions prepared as described in Examples above were obtained from HLA-A2.1 homozygous cell lines, for example, JY. The pooled fractions were HPLC fractions corresponding to 7% to 45% CH3CN. For this class I molecule, this region of the chromatogram was most abundant in peptides. Data from independent experiments were averaged as described below.


The amino acid sequence analyses from four independent experiments were analyzed and the results are shown in TABLE 148 and TABLE 149. For each position except the first, the data were analyzed by modifying the method described by Falk et al., supra, to allow for comparison of experiments from different HLA types. This modified procedure yielded quantitative yet standardized values while allowing the averaging of data from different experiments involving the same HLA type.


The raw sequenator data was converted to a simple matrix of 10 rows (each representing one Edman degradation cycle) and 16 columns (each representing one of the twenty amino acids; W, C, R and H were eliminated for technical reasons. The data corresponding to the first row (first cycle) was not considered further because, this cycle is usually heavily contaminated by free amino acids.). The values of each row were summed to yield a total pmoles value for that particular cycle. For each row, values for each amino acid were then divided by the corresponding total yield value, to determine what fraction of the total signal is attributable to each amino acid at each cycle. By doing so, an “Absolute Frequency” table was generated. This absolute frequency table allows correction for the declining yields of each cycle.


Starting from the absolute frequency table, a “relative frequency” table was then generated to allow comparisons among different amino acids. To do so the data from each column was summed, and then averaged. Then, each value was divided next by the average column value to obtain relative frequency values. These values quantitate, in a standardized manner, increases and decreases per cycle, for each of the different sixteen amino acid types. Tables generated from data from different experiments can thus be added together to generate average relative frequency values (and their standard deviations). All standard deviations can then be averaged, to estimate a standard deviation value applicable to the samples from each table. Any particular value exceeding 1.00 by more than two standard deviations is considered to correspond to a significant increase.


Example 12
HLA-A2.1. Binding Motif and Algorithm

The structural requirements for peptide binding to A2.1 have been defined for both, 9-mer and 10-mer peptides. Two approaches have been used. The first approach referred to as the “poly-A approach” uses a panel of single amino acid substitutions of a 9-mer prototype poly-A binder (ALAKAAAAV (SEQ ID NO:3786)) that is tested for A2.1 binding using the methods of Example 4 above to examine the degree of degeneracy of the anchor-positions and the possible influence of non-anchor positions on A2.1 binding.


The second approach, the “Motif-Library approach”, uses a large library of peptides selected from sequences of potential target molecules of viral and tumor origin and tested for A2.1 binding using the methods in Example 4 above. The frequencies by which different amino-acids occurred at each position in good binders and non-binders were analysed to further define the role of non-anchor positions in 9-mers and 10-mers.


A2.1 Binding of Peptide 9-Mers

Poly a Approach.


A poly-A 9-mer peptide, containing the A2.1 motif L (Leu) in position 2 and V (Val) in position 9 was chosen as a prototype binder. A K (Lys) residue was included in position 4 to increase solubility. A panel of 91 single amino-acid substitution analogues of the prototype parental 9-mer was synthesized and tested for A2.1 binding (TABLES 150 and 151). Shaded areas mark analogs with a greater than 10-fold reduction in binding capacity relative to the parental peptide. A reduction in binding greater than 100-fold is indicated by hyphenation.


Anchor-Positions 2 and 9 in Poly-A Analogs.


The effect of single-amino-acid substitutions at the anchor positions 2 and 9 was examined first. Most substitutions in these positions had profound detrimental effects on binding capacity, thus confirming their role for binding. More specifically, in position 2 only L and M bound within a 10-fold range (“preferred residues”). Residues with similar characteristics, such as I, V, A, and T were tolerated, but bound 10 to 100-fold less strongly than the parental peptide. All the remaining substitutions (residues S, N, D, F, C, K, G, and P) were not tolerated and decreased binding by more than 100-fold. Comparably stringent requirements were observed for position 9, where V, L and I were preferred and A and M are tolerated, while the residues T, C, N, F, and Y virtually abolished binding. According to this set of peptides, an optimal 2-9 motif could be defined with L, M in position 2 and V, I, or L in position 9.


Non-Anchor Positions 1 and 3-8 in Poly-A Analogs


All non-anchor positions were more permissive to different substitutions than the anchor-positions 2 and 9, i.e most residues were tolerated. Significant decreases in binding were observed for some substitutions in distinct positions. More specifically, in position 1 a negative charge (residues D and E) or a P greatly reduced the binding capacity. Most substitutions were tolerated in position 3 with the exception of the residue K. Significant decreases were also seen in position 6 upon introduction of either a negative charge (D, E) or a positively charged residue (R). A summary of these effects by different single amino acid substitutions is given in TABLES 152 and 153.


The Motif-Library Approach.


To further evaluate the importance of non-anchor positions for binding, peptides of potential target molecules of viral and tumor origin were scanned for the presence of sequences containing optimal 2-9 anchor motifs. A set of 161 peptides containing a L or M in position 2 and a V, L or I in position 9 was selected, synthesized and tested for binding (see Example 6). Only 11.8% of these peptides bind with high affinity (ratio ≧0.10; 22.4% were intermediate binders (ratio ≧0.1). As many as 36% were weak binders (ratio <0.01-0.0001), and 31% were non-binders (ratio <0.0001). The high number of non-binders containing optimal anchor-motifs indicates that in this set of peptides positions other than the 2-9 anchors influence A2.1 binding capacity. Appendix 1 sets forth all of the peptides having the 2-9 motif used for this analysis and the binding data for those peptides.


To define the influence on non-anchor positions more specifically, the frequency of occurrence of each amino acid in each of the non-anchor positions was calculated for the good and intermediate binders on one hand and non-binders on the other hand. Amino acids of similar chemical characteristic were grouped together. Weak binders were not considered for the following analysis. The frequency of occurrence of each amino acid in each of the non-anchor positions was calculated for the good binders and non-binders (TABLE 154).


Several striking trends become apparent. For example in position 1, only 3.6% of the A2.1 binders and as much as 35% of the non-binders carried a negative charge (residues D and E). This observation correlates well with previous findings in the set of poly-A analogs, where a D or E substitution greatly affected binding. Similarly, the residue P was 8 times more frequent in non-binders than in good binders. Conversely, the frequencies of aromatic residues (Y, F, W) were greatly increased in A2.1 binders as compared to non-binders.


Following this approach, amino acids of similar structural characteristics were grouped together. Then, the frequency of each amino acid group in each position was calculated for binders versus non-binders (TABLE 155). Finally, the frequency in the binders group was divided by the frequency in the non-binders to obtain a “frequency ratio”. This ratio indicates whether a given amino-acid or group of residues occurs in a given position preferentially in good binders (ratio >1) or in non-binders (ratio <1).


Different Residues Influence A2.1 Binding.


In order to analyse the most striking influences of certain residues on A2.1 binding, a threshold level was set for the ratios described in TABLE 155. Residues showing a more than 4-fold greater frequency in good binders were regarded as preferred residues (+). Residues showing a 4-fold lower frequency in A2.1 binders than in non-binders were regarded as disfavored residues (−). Following this approach, residues showing the most prominent positive or negative effects on binding are listed in TABLE 156.


This table identifies the amino acid groups which influence binding most significantly in each of the non-anchor positions. In general, the most negative effects were observed with charged amino acids. In position 1, negatively, charged amino acids were not observed in good binders, i.e., those amino acids were negative binding residues at position 1. The opposite was true for position 6 where only basic amino acids were detrimental for binding i.e., were negative binding residues. Moreover, both acidic and basic amino acids were not observed in A2.1 binders in positions 3 and 7. A greater than 4-fold increased frequency of non-binders was found when P was in position 1.


Aromatic residues were in general favored in several of the non-anchor positions, particularly in positions 1, 3, and 5. Small residues like S, T, and C were favored in position 4 and A was favored in position 7.


An Improved A2.1 9-Mer Motif.


The data described above was used to derive a stringent A2.1 motif. This motif is based in significant part on the effects of the non-anchor positions 1 and 3-8. The uneven distribution of amino acids at different positions is reflective of specific dominant negative binding effects of certain residues, mainly charged ones, on binding affinity. A series of rules were derived to identify appropriate anchor residues in positions 2 and 9 and negative binding residues at positions 1 and 3-8 to enable selection of a high affinity binding immunogenic peptide. These rules are summarized in TABLE 157.


To validate the motif defined above and shown in TABLE 157 published sequences of peptides that have been naturally processed and presented by A2.1 molecules were analysed (TABLE 158). Only 9-mer peptides containing the 2-9 anchor residues were considered.


When the frequencies of these peptides were analysed, it was found that in general they followed the rules summarized in TABLE 157. More specifically, neither acidic amino acids nor P were found in position 1. Only one acidic amino acid and no basic amino acids were found in position 3. Positions 6 and 7 showed no charged residues. Acidic amino acids, however, were frequently found in position 8, where they are tolerated, according to our definition of the A2.1 motif. The analysis of the sequences of naturally processed peptides therefore reveals that >90% of the peptides followed the defined rules for a complete motif.


Thus the data confirms a role of positions other than the anchor positions 2 and 9 for A2.1 binding. Most of the deleterious effects on binding are induced by charged amino acids in non-anchor positions, i.e. negative binding residues occupying positions 1, 3, 6 or 7.


A2.1 Binding of Peptide 10-Mers

The “Motif-Library” Approach. Previous data clearly indicated that 10-mers can also bind to HLA molecules even if with a somewhat lower affinity than 9-mers. For this reason we expanded our analysis to 10-mer peptides.


Therefore, a “Motif-Library” set of 170 peptide 10-mers containing optimal motif-combinations was selected from known target molecule sequences of viral and tumor origin and analysed as described above for 9-mers. In this set we found 5.9% good binders, 17.1% intermediate binders, 41.2% weak binders and 35.9% non-binders. The actual sequences, origin and binding capacities of this set of peptides are included as TABLE 182. This set of 10-mers was used to determine a) the rules for 10-mer peptide binding to A2.1, b) the similarities or differences to rules defined for 9-mers, and c) if an insertion point can be identified that would allow for a superimposable common motif for 9-mers and 10-mers.


Amino-acid frequencies and frequency ratios for the various amino-acid groups for each position were generated for 10-mer peptides as described above for 9-mer peptides and are also shown in TABLE 159 and TABLE 160, respectively for grouped residues.


A summary of preferred versus disfavored residues and of the rules derived for the 10-mers in a manner analogous to that used for 9-mers, is also listed in TABLE 161 and TABLE 162, respectively.


When the frequency-ratios of different amino-acid groups in binders and non-binders at different positions were analysed and compared to the corresponding ratios for the 9-mers, both striking similarities and significant differences emerged (TABLES 163 and 164). At the N-terminus and the C-termini of 9-mers and 10-mers, similarities predominate. In position 1 for example, in 10-mers again the P residue and acidic amino acids were not tolerated. In addition at position 1 in 10-mers aromatic residues were frequently observed in A2.1 binders. In position 3, acidic amino acids were frequently associated with poor binding capacity in both 9-mers and 10-mers. Interestingly, however, while in position 3 aromatic residues were preferred in 9-mers, aliphatic residues (L, V, I, M) were preferred in 10-mers.


At the C-terminus of the peptides, basic amino acids are not favored in position 7, and both acidic and basic amino acids are not favored in position 8 for 10-mers. This is in striking agreement with the observation that the same pattern was found in 9-mers at positions 6 and 7. Interestingly, again the favored residues differ between two peptides sizes. Aromatic (Y, F, W) or aliphatic (L, V, I, M) residues were preferred in 10-mers at position 8, while the A residue was preferred by 9-mers in the corresponding position 7.


By contrast, in the center of the peptide no similarities of frequency preferences were observed at positions 4, 5, and 6 in 10-mers and positions 4 and 5 in the 9-mers.


Most interestingly, among the residues most favored in the center of the tested peptides were G in position 4 and 6, P in position 5 was not observed in binders. All of these residues are known to dramatically influence the overall secondary structure of peptides, and in particular would be predicted to strongly influence the propensity of a 10-mer to adopt a “kinked” or “bulged” conformation.


Charged residues are predominantly deleterious for binding and are frequently observed in non-binders of 9-mers and 10-mers.


However, favored residues are different for 9-mers and 10-mers. Glycine is favored while Proline is disfavored in the center of 10-mer peptides but this is not the case for 9-mers.


These data establish the existence of an “insertion area” spanning two positions (4, 5) in 9-mers and 3 positions (4, 5, 6) in 10-mers. This insertion area is a more permissive region where few residue similarities are observed between the 9-mer and 10-mer antigenic peptides. Furthermore, in addition to the highly conserved anchor positions 2 and 9, there are “anchor areas” for unfavored residues in positions 1 and 3 at the N-terminus for both 9-mer and 10-mer and positions 7-10 or 6-9 at the C-terminus for 10-mers and 9-mers, respectively.


Example 13
Algorithm to Predict Binding of 9-Mer Peptides to HLA-A2.1

Within the population of potential A2.1 binding peptides identified by the 2,9 motif, as shown in the previous example, only a few peptides are actually good or intermediate binders and thus potentially immunogenic. It is apparent from the data previously described that the residues present in positions other than 2 and 9 can influence, often profoundly, the binding affinity of a peptide. For example, acidic residues at position 1 for A2.1 peptides do not appear to be tolerated. Therefore, a more exact predictor of binding could be generated by taking into account the effects of different residues at each position of a peptide sequence, in addition to positions 2 and 9.


More specifically, we have utilized the data bank obtained during the screening of our collection of A2.1 motif containing 9-mer peptides to develop an algorithm which assigns a score for each amino acid, at each position along a peptide. The score for each residue is taken as the ratio of the frequency of that residue in good and intermediate binders to the frequency of occurrence of that residue in non-binders.


In the present “Grouped Ratio” algorithm residues have been grouped by similarity. This avoids the problem encountered with some rare residues, such as tryptophan, where there are too few occurrences to obtain a statistically significant ratio. TABLES 165 and 166 is a listing of scores obtained by grouping for each of the twenty amino acids by position for 9-mer peptides containing perfect 2/9 motifs. A peptide is scored in the “Grouped Ratio” algorithm as a product of the scores of each of its residues. In the case of positions other than 2 and 9, the scores have been derived using a set of peptides which contain only preferred residues in positions 2 and 9. To enable us to extend our “Grouped Ratio” algorithm. to peptides which may have residues other than the preferred ones at 2 and 9, scores for 2 and 9 have been derived from a set of peptides which are single amino acid substitutions at positions 2 and 9. FIG. 45 shows a scattergram of the log of relative binding plotted against “Grouped Ratio” algorithm score for our collection of 9-mer peptides from the previous example.


The present “Grouped Ratio” algorithm can be used to predict a population of peptides with the highest occurrence of good binders. If one were to rely, for example, solely on a 2(L,M) and 9(V) motif for predicting A2.1 binding 9-mer peptides, it would have been predicted that all 160 peptides in our database would be good binders. In fact, as has already been described, only 12% of these peptides would be described as good binders and only 22% as intermediate binders; 66% of the peptides predicted by such a 2,9 motif are either weak or non-binding peptides. In contrast, using the “Grouped Ratio” algorithm described above, and selecting a score of 1.0 as threshold, 41 peptides were selected. Of this set, 27% are good binders, and 49% are intermediate, while only 20% are weak and 5% are non-binders (TABLE 167).


The present example of an algorithm has used the ratio of binders/non-binders to measure the impact of a particular residue at each position of a peptide. It is immediately apparent to one of ordinary skill that there are alternative ways of creating a similar algorithm.


An algorithm using the average binding affinity of all the peptides with a certain amino acid (or amino acid type) at a certain position has the advantage of including all of the peptides in the analysis, and not just good/intermediate binders and non-binders. Moreover, it gives a more quantitative measure of affinity than the simpler “Grouped Ratio” algorithm. We have created such an algorithm by calculating for each amino acid, by position, the average log of binding when that particular residue occurs in our set of 160 2,9 motif containing peptides. These values are shown in TABLE 168. The algorithm score for a peptide is then taken as the sum of the scores by position for each residues. FIG. 46 shows a scattergram of the log of relative binding against the average “Log of Binding” algorithm score. TABLE 167 shows the ability of the two algorithms to predict peptide binding at various levels, as a function of the cut-off score used. The ability of a 2,9 motif to predict binding in the same peptide set is also shown for reference purposes. It is clear from this comparison that both algorithms of this invention have a greater ability to predict populations with higher frequencies of good binders than a 2,9 motif alone. Differences between the “Grouped Ratio” algorithm and the “Log of Binding” algorithm are small in the set of peptides analyzed here, but do suggest that the “Log of Binding” algorithm is a better, if only slightly, predictor than the “Grouped Ratio” algorithm.


The log of binding algorithm was further revised in two ways. First, poly-alanine (poly-A) data were incorporated into the algorithms at the anchor positions for residues included in the expanded motifs where data obtained by screening a large library of peptides were not available. Second, an “anchor requirement screening filter” was incorporated into the algorithm. The poly-A approach is described in detail, above. The “anchor requirement screening filter” refers to the way in which residues are scored at the anchor positions, thereby providing the ability to screen out peptides which do not have preferred or tolerated residues in the anchor positions. This is accomplished by assigning a score for unacceptable residues at the anchor positions which are so high as to preclude any peptide which contains them from achieving an overall score which would allow it to be considered as a potential binder.


The results for 9-mers and 10-mers are presented in TABLE 177 and TABLE 178, below. In these tables, values are group values as follows: A; G; P; D,E; R,H,K; L,I,V,M; F,Y,W; S,T,C; and Q,N, except where noted in the tables.


Example 14
Use of an Algorithm to Predict Binding of 10-Mer Peptides to HLA-A2.1

Using the methods described in the proceeding example, an analogous set of algorithms has been developed for predicting the binding of 10-mer peptides. TABLE 169 shows the scores used in a “Grouped Ratio” algorithm, and TABLE 170 shows the “Log of Binding” algorithm scores, for 10-mer peptides. TABLE 171 shows a comparison of the application of the two different algorithmic methods for selecting binding peptides. FIG. 47 and FIG. 48 show, respectively, scattergrams of a set of 10-mer peptides containing preferred residues in positions 2 and 10 as scored by the “Grouped Ratio” and “Log of Binding” algorithms.


Example 15
Binding of A2.1 Algorithm Predicted Peptides

The results of Examples 6 and 7 indicate that an algorithm can be used to select peptides that bind to HLA-A2.1 sufficiently to have a high probability of being immunogenic.


To test this result, we tested our algorithm on a large (over 1300) non-redundant, independent set of peptides derived from various sources. After scoring this set with our algorithm, we selected 41 peptides (TABLE 171) for synthesis, and tested them for A2.1 binding. This set of peptides was comprised of 21 peptides with high algorithm scores, and 20 peptides with low algorithm scores.


The binding data and categorization profile are shown in TABLE 172 and TABLE 173 respectively. The correlation between binding and algorithm score was 0.69. It is immediately apparent from TABLE 173 the striking difference between peptides with high algorithm scores, and those with low algorithm scores. Respectively, 76% of the high scorers and none of the low scorers were either good or intermediate binders. This data demonstrates the utility of the algorithm of this invention.


Example 16
HLA A2.1 Allele-Specific Motif and HLA A2 Supermotif Binding

We have also derived further information on the structural requirements of A2.1 binding. To do this we first sought to determine the degree of permissiveness of anchor positions 2 and 9. For this purpose, a panel of analogs bearing single substitutions at either position 2 or 9 of a model poly (A) 9-mer peptide containing the previously reported A2.1 motif L in position 2 and V in position 9 (Ruppert, et al, Cell 74:929-937 (1993) was synthesized, and its binding capacity measured. Thirteen different analogs were synthesized for both anchor positions 2 and 9.


The present invention also encompasses analogs of peptides bearing the A2.1 allele-specific motif and the A2 supermotif. Analog peptides can have amino acid substitution at primary and/or secondary anchor positions of the A2.1 allele-specific motif or of the A2 supermotif. The complete structural requirements of peptide binding to the HLA A2.1 allele-specific motif are disclosed for the first time herein. This information was developed by determining the degree of permissiveness for amino acids at primary anchor positions 2 and 9. For this purpose, a panel of analogs bearing single substitutions at either position 2 or 9 of a model poly (A) 9-mer peptide containing the previously reported A2.1 motif, L in position 2 and V in position 9 (Ruppert, et al, Cell 74:929 (1993) was synthesized, and the peptides' binding capacity measured. Thirteen different analogs were synthesized for both anchor positions 2 and 9.


In good agreement with the previously reported A2.1 motif allele-specific, the peptides carrying L or M in position 2 were the best binders. Decreases in binding capacity (10- to 100-fold) were apparent even with relatively conservative substitutions such as isoleucine (I), valine (V), alanine (A), and threonine (T). Similar data (not shown) were found for glutamine (Q) at positions 2. More radical changes (i.e., residues D, K, F, C, P, G, N, and S) completely abolished binding capacity. Similar results were obtained at position 9, where only conservative substitutions such as L and I bound within 10-fold of the unsubstituted model poly A A2.1 peptide. Analogs carrying A or M substitutions also bound, but less strongly (10- to 100-fold decrease). Finally, all other substitutions tested (C, N, F, S, G, P, and R) were associated with complete loss of A2.1 binding capacity. Thus, based on these data and in good agreement with previous studies (Falk et al. Nature 351:290 (1991) and Hunt et al. Science 255:1261 91992)), an A2.1 allele motif is now defined as set forth in Tables 137 and 138. Thus, based on these data and in good agreement with previous studies (19-20), a “canonical” A2.1 motif could be identified as L or M in position 2 and L. V. or I in position 9.


Analogs to peptides bearing an HLA A2.1 allele-specific motif may be created based on the substitution of specific residues at primary anchor positions. For example, analog peptides with an enhanced binding affinity for HLA A2.1 molecules may be engineered by substituting preferred residues for tolerated residues at primary anchor positions. Examples of such substitutions and the effects on A2.1 binding are shown in TABLE 147. For this study, a set of 25 HLA A2.1 peptides of different relative binding values was selected. For each of the peptides a substitution of one, or in some instances both, primary anchor positions was made. In the case of the position 2 primary anchor residue, the analog peptide was made with a leucine or methionine substitution. For the C-terminal primary anchor position, a valine residue was substituted in the analogued peptide. In all single substitution analogued peptides, improved HLA A2.1 binding was observed. Significant improvement in binding was also observed in several peptides that contained substitutions at both primary anchor positions. These results indicate that it is possible to improve the binding of a peptide that bears tolerated or less preferred primary anchor residues by substitution with preferred or optimal amino acid residues.


TABLE 147. Binding activities of analogs of A2.1 motif-bearing peptides. The “(a)” indicates an analogued peptide. Relative binding to A2.1 HLA molecules is shown in the last column. Binding is expressed as a ratio of binding of the test peptide relative to a standard peptide. A higher value for the analog relative to the native sequence indicates an increase in binding affinity of the analog relative to the native sequence. The standard A2.1 peptide (FLPSDYFPSV (SEQ ID NO:592)) binds to A2.1 molecules with an IC50 of 5.0. The ratio is converted to IC50 by dividing the IC50 of the standard peptide, i.e. 5.0, by the ratio shown in the table.


Development of the HLA-A2 Supertype.


Direct HLA binding assays with radiolabeled peptides and mammalian cells which express HLA class I molecules, such as EBV-transformed B cell lines and PHA-activated blasts have been developed. Significant binding of the radiolabeled probe could be obtained if the target cells were preincubated overnight at 26° C. in the presence of β2-microglobulin. Under these conditions, up to a few percent of the HLA molecules expressed by either cell type could be bound by the labeled peptides. With these assays, the degree of cross-reactivity of the A*0201-restricted hepatitis B virus core 18-27 peptide with other A2 subtypes was examined. It was determined that this peptide epitope also bound the A*0202, A*0205, and A*0206 but not A*0207 allele-specific HLA molecules.


Inhibition experiments with panels of synthetic peptide analogs underlined the similar ligand specificities of the HLA-A*0201, A*0202, and A*0205 alleles. Furthermore, analysis of the polymorphic residues that help form the polymorphic B and F pockets of various HLA alleles allowed prediction of binding of the hepatitis B virus core 18-27 epitope to two other HLA alleles (HLA-A*6802 and A*6901). The B and F pockets are the pockets on the HLA molecules that come into contact with positions 2 and the C-terminus of a peptide, respectively. Thus, it appears that a family of at least six different HLA-A molecules (A*0201, A*0202, A*0205, A*0206, A*6802, A*6901) collectively defined as the A2 supertype, share overlapping ligand specificities. Furthermore, use of purified HLA molecules in binding assays have demonstrated that A*0203 and A*0207 are also properly included in the A2 supertype.


Therefore, based on these results for the HLA A2.1 allele-specific motif, findings are extrapolated to the HLA A2 supermotif. The A2 supertype binding of any peptide which carries a “non-canonical” (but still acceptable) residue in position 2 or 9 (or 10) (for example A, T, or Q in 2; or L, A, M or T in 9 or 10) is increased by creating an analog which replaces the acceptable residue with a more “canonical” or preferred anchor. For example, the FHV Env 2181 peptide with sequence (LWVTVYYGV (SEQ ID NO:14623)) bind A2.1 with a IC50% of 12,500 nM, while the position 2 anchor substituted analog LMVTVYYGV (SEQ ID NO:12210) binds with IC50% of 3.3 nM. The HBVc 18-27 naturally occurring sequence FLPSDFFPSI (SEQ ID NO:12022) binds A2.1 with IC50% 22 nM, but its C-terminal anchor substituted Vlo variant binds A2.1 with a Kd of 2.5 nM. For example, the HBV pol 538 peptide (YMDDVVLGA (SEQ ID NO:12043)) binds A2.1 with an IC50 of 200 nM, while an analog containing a V substitution at position 9 binds with an IC50 of 5.1 nM. Other examples of fixed anchor peptides are shown in TABLE 145. Some of the fixed peptides were tested for their ability to induct CTL responses. For example, the HIV Env 2181 peptide and the HBV pol 721 peptides were tested in primary CTL assays (21), and found to be positive. Positive CTL recognition data exists also for the HBV 18-27 and HBV pol 538 peptides.


The binding activity of a peptide that does not bear a motif, but that is selected on the basis of similarity to a known peptide epitope that has the ability to bind an HLA molecule, may also be modulated. Such a peptide may be engineered to enhance binding to HLA molecules by substituting primary anchor residues, as designated for the particular motif, for non-anchor residues such that a motif-bearing peptide is created. For example, the HIV Env 2181 peptide with sequence (LWVTVYYGV (SEQ ID NO:14623)), which does not bear an A2.1 motif or A2 supermotif primary anchor residue at position 2, binds A2.1 with an IC50 of 12,500 nM, while the position 2 anchor substituted analog LMVTVYYGV (SEQ ID NO:12210) binds with an IC50 of 3.3 nM.


Analogoued peptides may also be tested for their ability to induce CTL responses. For example, the analog HIV Env 2181 peptide was tested in primary CTL assays, and found to be positive (Wentworth et al. Molec. Immunol. 32: 603-612 91995)). Positive CTL recognition data also exist for the HBV pol 538 peptide.


The A2 supermotif may also be used to create substituted analogs, enhancing the binding affinity of such a peptide for several members of the A2 supertype. An example of how such analoguing was accomplished was demonstrated with the peptide HPV 16 EF.86-93 TLGIVCPI (SEQ ID NO:12084) and its analog TLGIVXPI (SEQ ID NO:14624) (where X stands for cc amino butyric acid). The binding patterns of these two peptides for A2 alleles, i.e., for the A2 supertype, was then tested. It was found that the X substitution greatly increased binding affinity for all A2 alleles, resulting in a more useful peptide, characterized by increased binding capacity and broader crossreactivity than its original parent sequence. Furthermore, the peptide was more stable and less subject to oxidation. Subsequent experiments utilizing A2/Kb transgenic mice demonstrated that CTLs induced by the X-substituted peptide were fully crossreactive with the wild type sequence, and that the X peptide, as a result of its higher binding affinity, was a more potent immunogen.


In conclusion, from the data shown herein, analogs are created of A2.1 peptides (9-mers or 10-mers) at primary and/or secondary residues. Such analogs exhibit higher binding affinity by substituting out “negative” or neutral residues from a native sequence, and inserting either neutral or preferred residues. These peptides are understood to have unique immunological properties in that they, while still crossreactive with the wild type sequences, may not be subject to tolerance, deletion or suppressive mechanisms, which serve to inactivate a CTL response to the wild type sequence, present as a result of cancer or infection.


Determination of Secondary Residues and an Extended A2.1 Motif for 9-Mer and 10-Mer Peptides.


Analysis of 9-Mer Peptide Binding to HLA A2.1 Molecules.


Data have revealed a prominent role for residues that are not primary anchors in determining binding capacity of 9-mer peptides for A*0201. The results of these analyses are described in Ruppert et al., Cell 74:929 (1993). Accordingly, the frequency of a given amino acid group in A2.1 binding peptides was divided by the frequency of nonbinding peptides to obtain a frequency ratio. This ratio indicates whether a residue occurs at a given position preferentially in binding (ratio >1) or nonbinding peptides (ratio <1). To facilitate the analysis, a threshold level was set for the ratios, such that residues present at more than 4-fold greater frequency in binding peptides compared with nonbinding peptides were regarded as favored or preferred residues, and residues present at less than 4-fold lower frequency in binding peptides than in nonbinding peptides were regarded as unfavored or deleterious residues. Following this approach, groups of residues showing prominent associations as having favored or unfavored binding, respectively, were identified.


In general, the most detrimental effects were observed with charged amino acids. At position 1, both P and acidic (E and D) residues were infrequent in A2.1-binding peptides. At position 6, basic (H, R, and K) residues were associated with nonbinding peptides, whereas both acidic and basic residues were infrequent in good binding peptides at positions 3 and 7. Conversely, aromatic residues were associated with high affinity binding in positions 1, 3, and 5. Furthermore, residues with OH- or SH-containing side chains, such as S, T, or C, were favored at position 4, while A was favored in position 7 and P in position 8. In conclusion, these frequency analyses allowed for the definition of an extended A2.1 motif that takes into account the impact of secondary anchor positions (other than primary anchor positions 2 and C-terminus) for peptide binding to HLA A2.1 molecules. The extended A2.1 9-mer motif is set forth in TABLE 138.


Analysis of 10-Mer Peptide Binding to HLA A2.1 Molecules.


The same approach described above for 9-mer peptides was also used to analyze the data obtained with a set of 10-mer peptides. At the N- and C-termini of the peptides, the pattern observed was rather similar to the one observed with 9-mers. For instance, in the 10-mer set, as in the case of the 9-mer peptides, position 1 was characterized by an increased frequency of aromatic residues in the binder set, while negative charges and P were again associated with poor binding. Again at position 3, amino acids with negative charge were associated with poor binding. Interestingly, at this position, aliphatic (rather than aromatic) residues were associated with high affinity binding. At the C-termini of the peptides, certain similarities were also observed. In the 10-mer, the penultimate residue at position 9 (corresponding to position 8 in the 9-mer) was quite permissive, with only basic residues being found more frequently in nonbinding peptides. Similar to the situation at position 7 in the 9-mer, neither positive nor negative charges were tolerated in the antepenultimate position 8 of the 10-mers. Also, position 7 did not favor positive residues in the 10-mers, as previously observed for position 6 in the 9-mers. In comparison to what was observed at position 3 (for both 9-mers and 10-mers), the residues associated with good binding were, however, different. Aromatic and hydrophobic residues were frequent in high affinity binders at position 8 (as opposed to only A being frequent at position 7 in the 9-mers).


Finally, a rather distinctive pattern was observed in the middle of the peptide. At position 4, G was favored in high affinity binding peptides, while both A and positive charges were very frequent in nonbinding peptides. P, in position 5, was completely absent in peptides that bind to HLA A2.1 molecules. It is noteworthy that none of the trends observed in positions 4 and 5 in the 10-mer set have any counterpart in position 3 or 4 in the 9-mer set.


In summary, an extended motif has been generated for A2.1 binding 10-mer peptides, following a strategy similar to the one described for 9-mer peptides above. The extended A2.1 10-mer motif is set forth in TABLE 138. Both important differences and striking similarities were noted in comparing the 9-mer and 10-mer sets at these nonanchor positions.


Example 17
HLA Class I A3 Supertype Binding

This example provides supermotif data useful for the preparation of analogs of supermotif-bearing peptides as well as for determination of native sequences with particular properties. The supermotif data were derived by calculating at each non-anchor position along the peptide sequence the average relative binding capacity of peptides carrying each of the 20 common amino acids, grouped according to individual chemical similarities.


A-3 Supermotif


HLA Class I Protein Purification.


The following Epstein-Barr virus (EBV)-transformed homozygous cell lines were used as sources of class I molecules: GM3107 (A3, B7; Human Genetic Mutant Repository); BVR (A11, B35.3, Cw4; Human Genetic Mutant Repository); SPACH (A31, B62, Cw1/3; ASHI Repository Collection); and LWAGS (A*3301, B14, Cw8; ASHI Repository Collection) (Bodmer, et al., Hum. Immunol. 43:149 (1995)). A C1R transfectant characterized by Dr. Walter Storkus (University of Pittsburgh) was used for the isolation of A*6801. Cell lines were maintained as previously described (Sidney, et al., J. Immunol. 154:247 (1995); Sette, et al., Mol. Immunol. 31:813 (1994)).


Cell lysates were prepared and HLA class I molecules purified as previously described (Sidney, et al., J. Immunol. 154:247 (1995); Sette, et al., Mol. Immunol. 31:813 (1994)). Briefly, cells were lysed at a concentration of 108 cells/ml in 50 mM Tris-HCl, pH 8.5, containing 1% Nonidet P-40 (Fluka Biochemika, Buchs, Switzerland), 150 mM NaCl, 5 mM EDTA, and 2 mM PMSF. The lysates were passed through 0.45 μM filters and cleared of nuclei and debris by centrifugation at 10,000 g for 20 minutes. HLA proteins were then purified by affinity chromatography. Columns of inactivated Sepharose CL 4B and Protein A Sepharose were used as precolumns. The cell lysate was depleted of HLA-B and HLA-C proteins by repeated passage over Protein A Sepharose beads conjugated with the anti-HLA(B,C) antibody B1.23.2 (Rebai, et al., Tissue Antigens 22:107 (1983)). Typically two to four passages were required for effective depletion. Subsequently, the anti HLA(A,B,C) antibody W6/32 (Barnstable, et al., Cell 14:9 (1978)) was used to capture HLA-A molecules. Protein purity, concentration, and effectiveness of depletion steps were monitored by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE).


Binding Assays.


Quantitative assays for the binding of peptides to soluble class I molecules on the basis of the inhibition of binding of a radiolabeled standard probe peptide to detergent solubilized HLA molecules were performed as previously described (Kubo, et al., J. Immunol. 152:3913 (1994); Kast, et al., J. Immunol. 152:3904 (1994); Sidney, et al., J. Immunol. 154:247 (1995); Sette, et al., Mol. Immunol. 31:813 (1994); Ruppert, et al., Cell 74:929 (1993)). Briefly, 1-10 nM of radiolabeled probe peptide, iodinated by the Chloramine-T method (Greenwood, et al., Biochem. J. 89:114 (1963)), was co-incubated at room temperature with various amounts of HLA in the presence of 1 μM human β2-microglobulin (Scripps Laboratories, San Diego, Calif., USA) and a cocktail of protease inhibitors. At the end of a two day incubation period, the percent of HLA-bound radioactivity was determined by size exclusion gel filtration chromatography on a TSK 2000 column.


The A3CON1 peptide (sequence KVFPYALINK (SEQ ID NO:14625)) (Kubo, et al., J. Immunol. 152:3913 (1994)) was used as the radiolabeled probe for the A3, A11, A31, and A*6801 assays. A T7Y analog of HBVc 141-151 (sequence STLPETYVVRR (SEQ ID NO:14626)) (Missale, et al., J. Exp. Med. 177:751 (1993)) was used as the radiolabeled probe for the A*3301 assay. In the case of competitive assays, the concentration of peptide yielding 50% inhibition of the binding of the radiolabeled probe peptide (IC50) was calculated. Peptides were usually tested at one or two high doses, and the IC50 of peptides yielding positive inhibition were determined in subsequent experiments, in which two to six further dilutions were tested, as necessary. HLA concentrations yielding approximately 15% binding of the radiolabled probe peptide were used for all competitive inhibition assays. Under these conditions the concentration of the labeled peptide is less than the concentration of the HLA molecule and the IC50 is less than the concentration of the HLA molecule, accordingly the measured IC50s are reasonable approximations of the true KD values. Each competitor peptide was tested in two to four completely independent experiments. As a positive control, in each experiment, the unlabeled version of the relevant radiolabeled probe was tested and its IC50 measured. The average IC50s of A3CON1 for the A3, A11, A31, and A*6801 assays were 11, 6, 18, and 8 nM, respectively. The average IC50 of the HBVc 141-151 peptide in the A*3301 assay was 29 nM.


Definition of secondary anchor positions for five HLA-A3 supertype alleles (A3, A11, A31, A3301, A6801).


A modification of the procedure used by Ruppert, et al., Cell 74:929 (1993) to define A*0201 secondary anchor motifs was utilized. Briefly, HLA-specific secondary anchor position motifs were defined by assessing the effect on HLA binding of the 20 commonly occurring amino acids at each non-primary anchor position of 9-mer sequences. Assessment was made by calculating the average relative binding values for each position-amino acid combination (e.g., position 1, alanine; position 2, alanine, etc.). To overcome problems with the low occurrence of certain amino acids, some residues were grouped as previously described (Ruppert, et al., Cell 74:929 (1993)). Residue types associated at a particular position with average binding capacities fourfold higher or lower than the overall average binding capacity of a 200-peptide set were considered to be associated with good or poor binding capacity, respectively.


Peptide Synthesis.


Peptides were either synthesized as previously described (Ruppert, et al., Cell 74:929 (1993)), or purchased as crude material from Chiron Mimotopes (Chiron Corp., Australia). Peptides that were synthesized were purified to >95% homogeneity by reversed-phase high-pressure liquid chromatography (HPLC). The purity of these synthetic peptides was assayed on an analytical reversed-phase column and their composition ascertained by amino acid analysis, sequencing, and/or mass spectrometry analysis.


Structural Analysis of the Peptide-Binding Pockets of Various HLA A3 Supertype molecules.


Previous studies indicated that the HLA molecules A3, A11, and A*6801 are associated with specificity for ligands carrying small or hydrophobic residues in position 2, and positively charged C-termini (Kubo, et al., J. Immunol. 152:3913 (1994); Guo, et al., Nature 360:364 (1994); Falk, et al., Immunogenetics 40:238 (1994); Dibrino, et al., J. Immunol. 151:5930 (1993); DiBrino, et al., Proc. Nat'l Acad. Sci. USA 90:1508 (1993); Zhang, et al., Proc. Nat'l Acad. Sci. USA 90:2217 (1993); Sette, et al., Mol. Immunol. 31:813 (1994)).


The side chains of the residue in position 2 and at the C-termini of antigenic peptides are known to contact the residues forming the B and F pockets of HLA class I molecules (Madden, et al., Cell 75:693 (1993); Saper, et al., J. Mol. Biol. 219:277 (1991)), the residues of the HLA molecule that form these polymorphic pockets were tabulated for various putative HLA class I A3 supertype molecules. It was found that the HLA types which are known to recognize peptides with small or hydrophobic residues in position 2 (e.g., A*0101, A*0201, A*0301, A*1101, A*6801, and A*6802), and HLA types which recognize positively charged residues at the C-terminus (e.g., A*0301, A*1101, A*6801, and B*2705) of their peptide ligands shared certain key structural features. In particular, for HLA molecules that bind peptides that have small and hydrophobic residues at position 2, it was found that the HLA molecule carried aliphatic residues (M or V) at positions 45 and 67, and potential hydrogen-bond-forming residues such as N and K, or H and Q at positions 66 and 70, respectively. All of these HLA molecules also carried a Y residue at position 99. In contrast, class I A3 supertype molecules that exhibited different binding specificities differed in one or more of these positions. Similarly, only class I molecules that prefer positively charged C-termini carried D, T, L, and D at positions 77, 80, 81, and 116, respectively.


In short, this analysis established that a set of HLA class I molecules (A3, A11, and A*6801), designated as the A3 supertype, share binding repertoires for peptides comprising a motif characterized by small or hydrophobic residues in position 2 and positively charged residues at their C-terminal positions, and share certain key structural features in their B and F pockets. The A3 supertype molecules bind to peptides having a corresponding motif designated as the A3 supermotif.


Analysis of other class I HLA molecules for which motifs were unknown, revealed that A*3101, A*3301, A*3401, A*6601, and A*7401 also shared these same consensus sequences in their B and F pockets. Accordingly, these molecules were also designated to be part of the A3 supertype. Falk, et al., Immunogenetics 40:238 (1994) subsequently verified that A31 and A33 are indeed characterized by a repertoire for peptides with an A3 peptide motif.


A3 Molecules Exhibit Overlapping Primary Anchor Specificities.


To compare the range of motifs recognized by some of the most frequent A3 HLA molecules (A3, A11, A31, A*3301, and A*6801), more detailed molecular analysis of the main anchor residues (position 2 and C-terminal) of the peptides bound by these molecules was undertaken. A3- and A11-specific peptide-binding assays measuring the capacity of unlabeled synthetic peptides to inhibit the binding of a radiolabeled peptide to affinity-purified HLA class I molecules have been previously described (Kubo, et al., J. Immunol. 152:3913 (1994); Kast, et al., J. Immunol. 152:3904 (1994); Sette, et al., Mol. Immunol. 31:813 (1994)). Binding assays specific for A31, A*3301, and A*6801 were developed using similar approaches (Kubo, et al., J. Immunol. 152:3913 (1994); Kast, et al., J. Immunol. 152:3904 (1994); del Guercio, et al., J. Immunol. 154:685 (1995); Sidney, et al., J. Immunol. 154:247 (1995); Sette, et al., Mol. Immunol. 31:813 (1994); Ruppert, et al., Cell 74:929 (1993)).


Primary anchor specificities of peptides bound by the A3 supertype HLA molecules were subsequently explored by preparing a panel of peptides carrying substitutions at position 2 or 9, 9 being the C terminus, of a prototype poly-alanine 9-mer peptide AXAAAAAAX (SEQ ID NO:14627). These peptides were tested to evaluate their inhibitory capacity for A3, A11, A31, A*3301, and A*6801. Inhibitory capacity was determined by detecting whether the binding of a labeled probe was inhibited in the presence of a peptide from the panel. Each HLA molecule expressed individual preferences, but in the majority of instances, significant peptide binding was obtained when the peptide's position 2 was occupied by either A, I, L, M, S, T, or V, and the C-terminus was either R or K. These data were found to be in good agreement with pool sequencing data previously generated (Kubo, et al., J. Immunol. 152:3913 (1994); Falk, et al., Immunogenetics 40:238 (1994); Dibrino, et al., J. Immunol. 151:5930 (1993); DiBrino, et al., Proc. Nat'l Acad. Sci. USA 90:1508 (1993)), and also extended in the cases of A31, A*3301, and A*6801, the definition of the primary anchor motifs.


In conclusion, these data indicate that a primary anchor supermotif for the A3 supertype is defined as A, I, L, M, S, T, or V in position 2, and either R or K at the C-terminus.


A3 Supertype Molecules Share Overlapping Peptide-Binding Repertoires.


The extent to which peptides which have the A3 supermotif exhibit cross-reactivity binding amongst the HLA A3 supertype molecules was examined. A set of 200 naturally occurring 9-mer peptide sequences carrying residues A, I, L, M, S, T, or V in position 2 and K or R in the C terminus (i.e., peptides with an A3 supermotif) was assembled. Other than the constraint that each possible anchor combination be represented in proportion to the natural frequency of the individual amino acids, the peptides comprising the set were randomly selected from viral and tumor antigen sequences. When each peptide was tested for its capacity to bind purified A3, A11, A31, A*3301, and A*6801 HLA molecules, it was apparent that a unique binding pattern was associated with each allelic type. For example, some peptides were rather selective, binding only one class I type, whereas certain other peptides cross-reacted rather extensively, binding four or five of the molecules tested.


It was found that, in general, about 10% (5%-16%) of the peptide-HLA combinations were associated with good binding (IC5050 nM), and about 17% (11%-24%) with intermediate binding (IC50 50-500 nM) to any given allele. These frequencies of high and intermediate binding are similar to those previously noted for A*0201 pool-sequencing motif-containing peptides (Ruppert, et al., Cell 74:929 (1993)).


Most notable, however, was the relatively high degree of cross-reactivity observed. Of the 127 peptides that were capable of binding to at least one A3 molecule, 43 of them (34%) bound three or more of the A3 supertype molecules. Four peptides bound all five of the A3 molecules tested. In contrast, in a set of 39 peptides which were tested for binding to five unrelated class I molecules (A*0101, A3, A24, and B7), only three (8%) bound to two molecules, and none bound to three or more molecules. The peptides identified as high or intermediate binders for at least four of the five A3 molecules tested are listed in Table 141. In Table 141, good or intermediate binding capacities are defined as IC50500 nM, and are highlighted by shading. Taken together, these data demonstrate significant overlap in the binding repertoires of the A3 supertype molecules, and validate the A3 primary anchor supermotif. From the set of peptides used in this evaluation, 10 additional peptides binding with high or intermediate affinity to at least four of the five A3 molecules tested were identified (see, TABLE 141 and below).


The peptides identified as high or intermediate binders for at least four of the five A3 molecules tested are listed in TABLE 141. In TABLE 141, good or intermediate binding capacities are defined as IC50≦500 nM, and are highlighted by shading.


Taken together, these data demonstrate significant overlap in the binding repertoires of the A3 supertype molecules, and validate the A3 primary anchor supermotif. From the set of peptides used in this evaluation, 10 additional peptides binding with high or intermediate affinity to at least four of the five A3 molecules tested were identified (see, TABLE 141 and below).


Secondary Anchor Residues which Confer Additional Properties to A3 Supermotif-Bearing Peptide Ligands.


As stated above, although the overlap in the binding repertoires of A3 supertype molecules is significant, each A3 HLA molecule also retains a substantial degree of binding specificity. To understand the basis of the observed cross-reactivities, an extended supermotif that defines molecules having the A3 supermotif primary anchors and further specificities at other positions was defined. The amino acid patterns determined at these non-primary anchor positions are designated as secondary anchor positions.


First, refined motifs for each of the A3-like alleles analyzed herein (A3, A11, 30 A31, A*3301, and A*6801), outlining secondary anchor-binding specificities, were derived as described in the Materials and Methods. This approach is similar to the one previously used to define a refined A*0201 motif (Ruppert, et al., Cell 74:929 (1993)). The motifs were derived by calculating at each nonanchor position along the peptide sequence the average relative binding capacity of peptides carrying each of the 20 common amino acids, grouped according to individual chemical similarities. Representative of the data generated by this procedure, the values calculated for A3 are shown in TABLE 140. Following this as an example, 21 different peptides were tested which possessed an aromatic residue (F, W, Y) in position 3 of their sequence. These peptides had an average relative binding capacity to A3 31.7-fold higher than the overall average of the 200-peptide set. By analogy to what was previously described in the case of A*0201, preferred and deleterious residues were defined as residues associated with average binding capacities that were fourfold greater than or fourfold less than, respectively, the overall average. Accordingly, aromatic residues in position 3 were considered “preferred” residues for A3 binding.


The extended A3 supermotif including both primary and secondary anchor positions is referred to as an extended A3 supermotif and is employed to identify molecules in a native sequence that possess certain desired properties. Alternatively, the secondary anchors of the supermotif are employed to develop analogs of peptides that possess residues in accordance with the definition of the primary A3 supermotif.


The A3 supermotif including both primary and secondary anchor positions is referred to as the extended A3 supermotif, and is employed to identify molecules in a native sequence that possess certain desired properties. Alternatively, the secondary anchors of the supermotif are employed to develop analogs of peptides that possess residues in accordance with the definition of the primary A3 supermotif.


Of course, analogs can also be prepared by utilizing the primary supermotif. For example, native peptide sequences that fall within the primary A3 supermotif can be analogued by substitution of another supermotif defined amino acid at a position where another supermotif defined primary anchor amino acid existed in the native sequence. Although presently less preferred, an analog of a native sequence that does not fall within the definition of the primary supermotif is prepared. Accordingly, one or more amino acids within the definition of the primary supermotif is substituted for one or more amino acids of the native sequence which do not fit the supermotif.


Accordingly, extended motifs for each of the A3 supertype alleles analyzed herein (A3, A11, A31, A*3301, and A*6801) were derived as described in accordance with the methodology used to define the supermotif for the primary anchor residues. This approach was similar to the one previously used to define an extended A*0201 motif (Ruppert, et al., Cell 74:929 (1993)). The extended motifs were derived by calculating at each nonanchor position along the peptide sequence, the average relative binding capacity of peptides carrying each of the 20 common amino acids, grouped according to individual chemical similarities. Representative of the data generated by this procedure, the values calculated for A3 supertype alleles are shown in TABLE 143.


For example, 21 different peptides were tested which possessed an aromatic residue (F, W, Y) in position 3 of their sequence. These peptides had an average relative binding capacity to A3 31.7-fold higher than the overall average of the 200-peptide set. By analogy to what was previously described in the case of A*0201, preferred and deleterious residues were defined as residues associated with average binding capacities that were four-fold greater than or four-fold less than, respectively, the overall average. Accordingly, aromatic residues in position 3 were considered “preferred” residues for A3 binding. A similar analysis was performed for each allele (A3, A11, A31, A*3301) and was used to derive maps of allele-specific secondary anchor requirements for each position. See TABLE 143.


Summaries of the extended motifs obtained for peptides which binds to each HLA protein of the A3 supertype examined are shown in FIG. 39.


As depicted in FIG. 39, each protein exhibited its own unique secondary anchor requirements. For example, positively charged residues (R, H, K) at position 4 were preferred by the A3 allele, but not by any other A3 supertype molecule. Similarly at position 8, glycine (G) was associated with poor binding capacity only for A11, whereas negative charges (D, E) were deleterious only for A31. Besides these types of unique protein-specific features, certain residues were associated with either poor or good binding in a majority of the molecules of the A3 supertype. For example, proline (P) in position 1 was deleterious for all five of the A3 supertype molecules tested. Aromatic residues (F, W, Y) in position 7 and proline in position 8 were preferred by four of the five molecules tested (FIG. 39).


A similar analysis was performed for each allele (A3, A11, A31, A*3301) and was used to derive maps of allele-specific secondary anchor requirements for each position (TABLE 140). Summaries of the modified motifs obtained for each allele of the A3-like supertype examined are shown in FIG. 39. Each molecule exhibited its own unique secondary anchor requirements. For example, positively charged residues (R, H, K) at position 4 were preferred by A3, but not by any other A3-like molecule. Similarly at position 8, glycine (G) was associated with poor binding capacity only for A11, whereas negative charges (D, E) were deleterious only for A31. Besides these types of unique allele-specific features, certain residues were associated with either poor or good binding in a majority of the molecules of the A3 supertype. For example, proline (P) in position 1 was deleterious for all five of the A3-like molecules tested. Aromatic residues (F, W, Y) in position 7 and proline in position 8 were preferred by four of the five molecules tested (FIG. 39).


On the basis of the various individual extended motifs, an extended A3 supermotif was constructed. Residues deleterious for at least three of the five alleles considered were defined as “deleterious residues” in the supermotif. Conversely, residues preferred by at least three of the five alleles considered, but also not deleterious for any allele, were defined as “preferred residues.” The extended A3 supermotif derived following this approach is shown in FIG. 40.


Efficacy of the A3-Extended Supermotif in Predicting Highly Cross-Reactive Peptides.


To test the validity of the extended A3 supermotif defined above, an additional set of 108 peptides not previously included in the analysis of supermotifs was tested for binding to HLA molecules encoded by A3, A11, A31, A*3301, and A*6801 alleles. This set included 30 peptides which had at least one preferred supermotif residue and no supermotif deleterious residues, 43 peptides with at least one supermotif deleterious residue (supermotif negative), and 35 peptides with neither supermotif preferred nor deleterious residues (supermotif neutral).


Of the 30 supermotif positive peptides, 27 (90%) bound to two or more molecules within the A3 supertype and 16 (53%) bound to three or more molecules. By contrast, 18 (51%) of 35 extended supermotif neutral peptides bound two or more A3 types, and eight (23%) bound three or more molecules. Finally, the supermotif negative peptides were much less capable of binding multiple alleles, with six (14%) peptides binding two A3 supertype molecules, and no peptides binding three or more molecules.


These results are qualitatively similar to those obtained when the original set of peptides used to define the primary anchor residues in the supermotifs was subjected to the same type of analysis, and are in striking contrast with the level of cross-reactivity observed in the case of the previously mentioned binding of a control set of peptides to unrelated HLA proteins, in which only a few peptides (8%) bound to a protein other than their intended original protein.


Calculation of Phenotypic Frequencies of HLA Supertypes in Various Ethnic Backgrounds and Projected Population Coverage.


Gene frequencies for each HLA allele were calculated from antigen or allele frequencies in accordance with principles in the art (see e.g. Imanishi, et al., Proc. of the Eleventh International Histocompatibility Workshop and Conference, Vol. 1, Tokyo, Oxford University Press (1992) and Fernandez-Viña, et al., Hum. Immunol. 33:163 (1992)) utilizing the binomial distribution formula:

gf=1−(SQRT(1−af))

(Tiwari, et al., The HLA complex, In HLA AND DISEASE ASSOCIATES, NY, Springer-Verlag (1985)).


To obtain overall phenotypic frequencies, cumulative gene frequencies were calculated and the cumulative antigen frequencies derived by the use of the inverse formula:

af=1−(1−Cgf)2


As discussed below, where frequency data was not available at the level of DNA typing, correspondence to the serologically defined antigen frequencies was assumed. To obtain total population coverage no linkage disequilibrium was assumed and only alleles confirmed as belonging to each of the supertypes were included (minimal estimates). Estimates of total coverage achieved by interloci combinations were made by adding to the A coverage the proportion of the non-A covered population that could be expected to be covered by the B alleles considered (e.g., total=A+B*(1−A)).


Confirmed members of the A3 supertype are A3, A11, A31, A*3301, and A*6801. Although the A3 supertype may potentially include A32, A66, and A*7401, these alleles were not included in overall frequency calculations.


High Phenotypic Frequencies of HLA Supertypes are Conserved in all Major Ethnic Groups.


Thus, to evaluate HLA supertypes in general, and the A3 supertype in particular, the incidence of various HLA class I alleles or antigens was examined. To date, much of the available HLA-A and -B population data are based on serologic typing. These data do not have resolution at the level of alleles as defined by DNA sequences, and thus do not distinguish between subtypes. However, comparison of the peptide-binding specificities of subtypes, either through peptide-binding studies (del Guercio, et al., J. Immunol. 154:685 (1995); Tanigaki, et al., Hum. Immunol. 39:155 (1994)), pool sequencing analysis (Fleischer, et al., Tissue Antigens 44:311 (1994); Rötzschke, et al., Eur. J. Immunol. 22:2453 (1992)), or analysis of pocket structure based on primary sequence, suggest that in most instances subtypes will have very similar, if not identical, peptide main anchor specificities. Thus in the following analysis, if population data at the DNA subtype level were not available, but either binding data, published motifs, or sequence analysis suggested that subtypes will have overlapping peptide binding specificities, a one-to-one correspondence between subtype alleles and the serologically defined antigens was assumed.


When the incidence of the various A3 supertype alleles or antigens in different ethnic backgrounds was examined, it became apparent that while the frequency of each individual allele or antigen can vary drastically between ethnic groups (Imanishi, et al., Proceedings of the Eleventh International Histocompatibility Workshop and Conference, Vol. 1, Tokyo, Oxford University Press (1992)), the cumulative frequency of the five A3 supertype alleles, viewed collectively, is remarkably constant (between 37% to 53% depending on the ethnic population studied). For example, the individual A3 allele is common in Caucasians, African-Americans, and Hispanics, but almost absent in Japanese. Conversely, the A31 allele is frequent in Japanese but rare in Caucasians and African-Americans. By contrast, in each of the five populations examined, the A3 HLA supertype was present in at least 37%, and as high as 53%, of the individuals.


Notably, the existence of an A3 HLA supertype is not an isolated incident, as the existence of A2 (del Guercio, et al., J. Immunol. 154:685 (1995)) and B7 (Sidney, et al., J. Immunol. 154:247 (1995)) supertypes are reported. These additional supertypes are also very prominent, with remarkably constant cumulative frequencies (in the 40% to 60% range) amongst different ethnic backgrounds. These supertypes are discussed in greater detail in the following Examples. In fact, at the gene level, at least one half of the total copies of HLA-A or -B genes in existence appear to belong to one or another of these three HLA supertypes.


As pointed out in the Background section, the existence of an A3 HLA supertype is not an isolated incident, as the A2 supertype (del Guercio, et al., J. Immunol. 154:685 (1995)) and B7 supertype (Sidney, et al., J. Immunol. 154:247 (1995)) are reported. These A2 and B7 supertypes are also very prominent, with remarkably constant cumulative frequencies (in the 40% to 60% range) amongst different ethnic backgrounds. In fact, at the gene level, at least one half of the total copies of HLA-A or -B genes in existence appear to belong to one or another of these three HLA supertypes.


T Cell Recognition of Supermotif Peptides when Bound by HLA Molecules.


To better gauge the biologic relevance of these observations, we investigated whether supertype cross-reactive peptides are recognized by CTLs, when the peptides are bound by various supertype molecules. Two peptides have been reported as being recognized by CTLs in the context of more than one A3 supertype allele [see, e.g., Missale, et al, J. Exp. Med. 177:751 (1993); Koenig, et al, J Immunol 145:127 (1990); Culmann, et al, J. Immunol 146:1560 (1991)] (see Table 145). Using a method for in vitro induction of primary CTLs [Wentworth, et al, Mol. Immunol. 32:603 (1995)] we observed several instances in which peptides can be recognized in the context of both A3 and A11 [P. Wentworth and A. Sette, unpublished observations] (see TABLE 145). We tested the A3 supermotif epitopes for binding capacity to A3 supertype molecules, and noted relatively high levels of degeneracy.


Of the seven epitopes listed in TABLE 145, only one was a nonamer that could be analyzed for the extended supermotif proposed in FIG. 40 (the secondary anchors are presently understood to be unique to a given epitope length). The sole nonamer peptide was supermotif positive, and bound three of five A3-like molecules. Nonetheless, it is important to note that each of the epitopes in TABLE 145 conformed to the A3-like supertype primary anchor specifications.


Identification of A3 Supermotif-Bearing Epitopes in a Peptide Antigen.


A native protein sequence, e.g., a tumor-associated antigen, an infectious organism or a donated tissue, is screened to identify sequences that bear the A3 supermotif. In a presently preferred embodiment, the native sequence is screened using computer-based programs; such programs are written in accordance with procedures known in the art based on the A3 supermotif definition disclosed herein. The information gleaned from this analysis is used directly to evaluate the status of the native peptide, or may be utilized to subsequently generate the peptide epitope.


The information gleaned from analysis of a native peptide can be used directly to ascertain a number of characteristics. The characteristics to be ascertained will depend, as appreciated by one of ordinary skill in the art, on the type of native peptide. For example, a donor tissue for potential transplantation into a patient who bears an HLA allele of the A3 supertype can be screened to identify the prevalence of A3 supermotif epitopes in a target antigen that has been observed to be immunogenic post-transplantation; if alternative donor tissues are available, the tissue having the lowest prevalence of A3 supermotif epitopes would be chosen based on this parameter. If an infectious organism has more than one strain, an A3 epitope can be located in one strain, and then other strains of the same organism can be evaluated to determine the conservancy of that epitope throughout the strains. A given infectious organism can be evaluated sequentially; e.g., an epitope from a viral organism can be evaluated in an initial screening, and its presence tracked over time to determine if that epitope is being mutated. If a therapeutic response has been directed to the epitope this mutagenic phenomenon is referred to as viral escape and methods of identification of epitopes can be used to track this phenomenon. If a therapeutic composition is designed to be directed to an epitope, non-diseased tissues from the potential recipient can be biopsied and evaluated to determine whether the composition has potential for inducing as adverse autoimmune-type response in the recipient. Furthermore, upon identification of an epitope in a native peptide, that epitope sequence can be evaluated in accordance with the analoging disclosures presented herein and in applications from which priority is claimed.


Upon identification of an epitope in a native peptide, that epitope can be synthesized by any number of procedures in the art. The epitope can be synthesized directly, such as by chemical means, or indirectly such as by use of nucleic acids that encode the epitope. The synthesized epitope can be used to induce a therapeutic or prophylactic immune response in a recipient.


Selection of A3 Supertype Epitopes for Inclusion in a Disease-Specific Vaccine.


This example illustrates the procedure for the selection of A3 peptide epitopes for a vaccine composition of the invention.


The following principles are utilized when selecting an array of epitopes from a particular disease-related antigen, whether the epitopes are discrete in a composition, are embedded or overlapping in a native sequence, and/or to be encoded by a minigene. Such embodiments are used to create a vaccine to prophylax or treat the disease in patients who bear an HLA allele from the A3 supertype. Each of the following principles are balanced in order to make the selection.


1.) Epitopes are selected which, upon administration, mimic immune responses that have been observed to be correlated with disease clearance. For HLA Class I this includes, as an example, 3-4 epitopes that come from at least one antigen of a disease causing organism or cancer-associated antigen. In other words, this comports with a scenario where it has been observed that in patients who spontaneously clear the disease, that they had generated an immune response to at least 3 epitopes on at least one disease antigen. For HLA Class II a similar rationale is employed; again 3-4 epitopes are selected from at least one disease antigen.


2.) Epitopes are selected that have the requisite binding affinity established to be correlated with immunogenicity: for HLA Class I an IC50 of 500 nM or less, or for Class II an IC50 of 1000 nM or less.


3.) In this example A3 epitopes are employed that provide population coverage among patients who bear an A3 supertype allele. The following example discusses selection of epitopes to achieve even broader coverage.


4.) When selecting epitopes for disease-related antigens it can be preferable to select native epitopes; although not always the case a patient may have developed tolerance to tumor-associated antigens, whereby analogs of native epitopes may be useful, analogs are also useful for infectious disease antigens.


Therefore, of relevance as a vaccine, particularly for infectious disease vaccines, are epitopes referred to as “nested epitopes.” Nested epitopes occur where at least two epitopes overlap in a given peptide sequence. A peptide comprising “transcendent nested epitopes” is a peptide that has both HLA class I and HLA class II epitopes in it.


When providing nested epitopes, a sequence that has the greatest number of epitopes per provided sequence is provided. A correlate to this principle is to avoid providing a peptide that is any longer than the amino terminus of the amino-terminal epitope and the carboxyl terminus of the carboxyl-terminal epitope in the peptide. When providing a longer peptide sequence, such as a sequence comprising nested epitopes, the sequence is screened in order to insure that it does not have pathological or other deleterious biological properties.


5.) When creating a minigene, as disclosed in greater detail in other Examples, an objective is to generate the smallest peptide possible that encompasses the epitopes of interest. The principles employed are similar, if not the same as those employed when selecting a peptide comprising nested epitopes. Thus, upon determination of the nucleic acid sequence to be provided as a minigene, the peptide encoded thereby is analyzed to determine whether any “junctional epitopes” have been created. A junctional epitope is an actual binding epitope, as predicted, e.g., by motif analysis. Junctional epitopes are to be avoided because the recipient may generate an immune response to that epitope, i.e., an epitope not found in the native disease-related antigen. Of particular concern is a junctional epitope that is a “dominant epitope.” A dominant epitope may lead to such a zealous response that immune responses to other epitopes are diminished or suppressed.


A vaccine composition comprised of selected peptides, when administered, is safe, efficacious, and elicits an immune response similar in magnitude of an immune response that clears an acute HBV infection.


Selection of A3 Supertype Epitopes and Additional HLA Epitopes, to Achieve Broadened Population Coverage in a Disease-Specific Vaccine.


This example exemplifies the procedures to use to prepare a vaccine that covers a patient population that bears an A3 supertype as well as one or more patient population(s) that bear another HLA type or HLA supertype. To select such an array of epitope, a protocol such as set forth in Example 14 is employed, with the exception of a variation at parameter 3.) of that example.


In order to achieve population coverage beyond a population that bears A3 supertype alleles, A3 supermotif peptides along with peptides that bear another supermotif, or a sufficient array of allele-specific motif bearing peptides, are selected to give broadened population coverage. For example, epitopes are selected to provide at least 80% population coverage. A Monte Carlo analysis, a statistical evaluation known in the art, is employed to assess population coverage. Upon combining epitopes from, e.g., several supertypes a vaccine directed to a disease has more than 98% population coverage for 5 prevalent worldwide ethnic groups.


A Polyepitopic Vaccine Composition Derived from a Disease-Associated Peptide Antigen.


A native protein sequence, e.g., a tumor associated antigen or an infectious organism, is screened, preferably using computer programs defined to identify the presence of epitopes bearing the A3 supermotif, and optionally epitope(s) bearing one or more HLA class I and/or class II supermotif or motif, to identify “relatively short” regions of the polyprotein that comprise multiple epitopes. This relatively short sequence that contains multiple distinct, even overlapping, epitopes is selected and used to generate a minigene construct or for peptide synthesis. The minigene construct is engineered to express the peptide, which corresponds to the native protein sequence. The “relatively short” peptide is less than 100 amino acids in length, preferably less than 75 amino acids in length, and more preferably less than 50 amino acids in length. The protein sequence of the vaccine composition is selected because it has maximal number of epitopes contained within the sequence. As noted herein, epitope motifs may be overlapping (i.e., frame shifted relative to one another) with frame shifted overlapping epitopes, e.g. two 9-mer epitopes can be present in a 10 amino acid peptide. Such a vaccine composition is administered for therapeutic or prophylactic purposes.


The vaccine composition will preferably include, for example, three CTL epitopes, at least one of which is an A3 supermotif epitope, and at least one HTL epitope from the source antigen. This polyepitopic native sequence is administered either as a peptide or as a nucleic acid sequence which encodes the peptide. Alternatively, an analog can be made of this native sequence.


The embodiment of this example provides for the possibility that an as yet undiscovered aspect of immune system processing will apply to the native nested sequence and thereby facilitate the production of therapeutic or prophylactic immune response-inducing vaccine compositions. Additionally such an embodiment provides for the possibility of motif-bearing epitopes for an HLA makeup that is presently unknown. Furthermore, this embodiment directs the immune response to sequences that are present in native HBV antigens. Lastly, the embodiment provides an economy of scale when producing nucleic acid vaccine compositions.


Related to this embodiment, computer programs are used which identify, in a target sequence, the greatest number of epitopes per sequence length.


Polyepitopic Vaccine Compositions Directed to Multiple Diseases.


Peptide epitopes bearing the A3 supermotif from a first disease-related source are used in conjunction with A3 supermotif-bearing peptide epitopes from target antigens related to one or more other diseases, to create a vaccine composition that is used to prevent or treat a first disease as well as at least one other disease. Examples of infectious diseases include, but are not limited to, HIV, HBV, HCV, and HPV; examples of cancer-related antigens are CEA, HER2, MAGE and p53.


In a preferred embodiment, not only are two or more diseases targeted, but epitope(s) that bear the A3 supermotif and at least one other motif are comprised by the composition. In this preferred embodiment, the composition is used to treat multiple diseases across a genetically diverse HLA patient population.


For example, a polyepitopic peptide composition comprising multiple CTL and HTL epitopes that target greater than 98% of the population may be created for administration to individuals at risk for both HBV and HIV infection. The composition can be provided as a single polypeptide that incorporates the multiple epitopes from the various disease-associated sources.


Use of Peptides to Evaluate an Immune Response.


Peptides of the invention may be used to analyze an immune response for the presence of specific CTL populations corresponding to HBV from patients whom possess an HLA allele in the A3 supertype. Such an analysis may be performed as described by Ogg et al., Science 279:2103-2106, 1998. In the following example, peptides in accordance with the invention are used as a reagent for diagnostic or prognostic purposes, not as an immunogen.


In this example highly sensitive human leukocyte antigen tetrameric complexes (“tetramers”) may be used for a cross-sectional analysis of, for example, HBV Env-specific CTL frequencies from untreated HLA A3 supertype-positive individuals at different stages of infection using an HBV Env peptide containing an A2.1 extended motif. Tetrameric complexes are synthesized as described (Musey et al., N. Engl. J. Med. 337:1267, 1997). Briefly, purified heavy chain from an HLA molecule from the A3 supertype, and β2-microglobulin are synthesized by means of a prokaryotic expression system. The heavy chain is modified by deletion of the transmembrane-cytosolic tail and COOH-terminal addition of a sequence containing a BirA enzymatic biotinylation site. The heavy chain, β2-microglobulin, and peptide are refolded by dilution. The 45-kD refolded product is isolated by fast protein liquid chromatography and then biotinylated by BirA in the presence of biotin (Sigma, St. Louis, Mo.), adenosine 5′ triphosphate and magnesium. Streptavidin-phycoerythrin conjugate is added in a 1:4 molar ratio, and the tetrameric product is concentrated to 1 mg/ml. The resulting product is referred to as tetramer-phycoerythrin.


Approximately one million PBMCs are centrifuged at 300 g for 5 minutes and resuspended in 50 ul of cold phosphate-buffered saline. Tri-color analysis is performed with the tetramer-phycoerythrin, along with anti-CD8-Tricolor, and anti-CD38. The PBMCs are incubated with tetramer and antibodies on ice for 30 to 60 min and then washed twice before formaldehyde fixation. Gates are applied to contain >99.98% of control samples. Controls for the tetramers include both A3 supertype-negative individuals and A3 supertype-positive uninfected donors. The percentage of cells stained with the tetramer is then determined by flow cytometry. The results indicate the number of cells in the PBMC sample that contain epitope-restricted CTLs, thereby readily indicating the stage of infection with HBV or the status of exposure to HBV or to a vaccine that elicits a protective response.


Use of Peptide Epitopes to Evaluate Recall Responses.


The peptide epitopes of the invention are used as reagents to evaluate T cell responses such as acute or recall responses, in patients whom bear an allele from the HLA A3 supertype. Such an analysis may be performed on patients who have recovered from infection, who are chronically infected with the disease, or who have been vaccinated with a disease-protective vaccine.


For example to evaluate HBV immune status, the class I restricted CTL response of persons at risk for HBV infection who have been vaccinated may be analyzed. The vaccine may be any HBV vaccine. PBMC are collected from vaccinated individuals and HLA typed. Appropriate peptide reagents that are both highly conserved and, bear the A3 supermotif to provide cross-reactivity with multiple HLA A3 supertype family members are then used for analysis of samples derived from individuals who bear the HLA supertype.


PBMC from vaccinated individuals are separated on Ficoll-Histopaque density gradients (Sigma Chemical Co., St. Louis, Mo.), washed three times in HBSS (GIBCO Laboratories), resuspended in RPMI-1640 (GIBCO Laboratories) supplemented with L-glutamine (2 mM), penicillin (50 U/ml), streptomycin (50 μg/ml), and Hepes (10 mM) containing 10% heat-inactivated human AB serum (complete RPMI) and plated using microculture formats. Synthetic peptide is added at 10 μg/ml to each well and recombinant HBc Ag is added at 1 μg/ml to each well as a source of T cell help during the first week of stimulation.


In the microculture format, 4×105 PBMC are stimulated with peptide in 8 replicate cultures in 96-well round bottom plate in 100 μl/well of complete RPMI. On days 3 and 10, 100 ml of complete RPMI and 20 U/ml final concentration of rIL-2 are added to each well. On day 7 the cultures are transferred into a 96-well flat-bottom plate and restimulated with peptide, rIL-2 and 105 irradiated (3,000 rad) autologous feeder cells. The cultures are tested for cytotoxic activity on day 14. A positive CTL response requires two or more of the eight replicate cultures to display greater than 10% specific 51Cr release, based on comparison with uninfected control subjects as previously described (Rehermann, et al., Nature Med. 2:1104,1108, 1996; Rehermann et al., J. Clin. Invest. 97:1655-65, 1996; and Rehermann et al. J. Clin. Invest. 98:1432-40, 1996).


Target cell lines are autologous and allogeneic EBV-transformed B-LCL that are either purchased from the American Society for Histocompatibility and Immunogenetics (ASHI, Boston, Mass.) or established from the pool of patients as described (Guilhot, et al. J. Virol. 66:2670-78, 1992).


Cytotoxicity assays are performed in the following manner. Target cells consist of either allogeneic HLA-matched or autologous EBV-transformed B lymphoblastoid cell line that are incubated overnight with synthetic peptide at 10 μM and labeled with 100 μCi of 51Cr (Amersham Corp., Arlington Heights, Ill.) for 1 hour after which they are washed four times with HBSS. Cytolytic activity is determined in a standard 4-h, split well 51Cr release assay using U-bottomed 96 well plates containing 3,000 targets/well. Stimulated PBMC are tested at E/T ratios of 20-50:1 on day 14. Percent cytotoxicity is determined from the formula: 100×[(experimental release-spontaneous release)/maximum release-spontaneous release)]. Maximum release is determined by lysis of targets by detergent (2% Triton X-100; Sigma Chemical Co., St. Louis, Mo.). Spontaneous release is <25% of maximum release for all experiments.


The results of such an analysis will indicate to what extent HLA-restricted CTL populations have been stimulated with the vaccine. Of course, this protocol can also be used to monitor prior HBV exposure.


The above examples are provided to illustrate the invention but not to limit its scope. For example, the human terminology for the Major Histocompatibility Complex, namely HLA, is used throughout this document. It is to be appreciated that these principles can be extended to other species as well. Moreover, peptide epitopes have been disclosed in the related application U.S. Ser. No. 08/820,360, which was previously incorporated by reference. Thus, other variants of the invention will be readily apparent to one of ordinary skill in the art and are encompassed by the appended claims. All publications, patents, and patent application cited herein are hereby incorporated by reference for all purposes.


HLA Binding of Supermotifs and Extended Supermotifs.


The A3 supertype restricted epitopes were tested for binding capacity to A3 supertype molecules, and relatively high levels of cross-reactivity were noted. Of the seven epitopes listed in TABLE 145, only one was a nonamer that could be analyzed for the supermotif proposed in FIG. 40. This peptide was supermotif positive, and bound three of five A3 molecules. Nonetheless, it is important that each of the epitopes conformed to the A3 supertype primary anchor specificities.


The phenomena of HLA super types may be related to optimal exploitation of the peptide specificity of human transporter associated with antigen processing (TAP) molecules (Androlewicz, et al., Proc. Nat'l Acad. Sci. USA 90:9130 (1993); Androlewicz, et al., Immunity 1:7 (1994); van Endert, et al., Immunity 1:491 (1994); Heemels, et al., Immunity 1:775 (1994); Momburg, et al., Curr. Opin. Immunol. 6:32 (1994); Neefjes, et al., Science 261:769 (1993)). The TAP molecules have been shown to preferentially transport peptides with certain sequence features such as hydrophobic, aromatic, or positively charged C-termini.


Recent studies, performed by van Endert and associates, in collaboration with the present inventors, evaluated the relative affinities for TAP of a large collection of peptides, and have described an extended TAP binding motif (Van Endert et al. J. Exp. Med. 182:1883 (1995)) Strikingly, this tap motif contains many of the structural features associated with the A3 extended supermotif, such as the preference for aromatic residues at positions 3 and 7 of nonamer peptides and the absence of negatively charged residues at positions 1 and 3, and P at position 1.


HLA A3 Supertype Findings


The data from this Example demonstrate that products from at least five different HLA alleles (A3, A11, A31, A*3301, and A*6801), and likely at least three others (A*3401, A*6601, and A*7401) predicted on the basis of pocket analysis (data not shown), are properly grouped into a single functional HLA A3 supertype. This determination was made on the basis of a number of observations. As a group, these molecules: (a) share certain key structural features within their peptide-binding regions; (b) have similar preferences for the primary anchor residues in the peptides they bind, i.e., a primary supermotif present in the peptides bound by the HLA molecules of the superfamily; and (c) share largely overlapping binding repertoires. Knowledge of the A3 supermotif allows for identification of a cross-reactive peptide for a source, and allows for production of peptide analogs by substituting at primary anchor positions to alter the binding properties of the peptides.


Furthermore, by examining the binding activity of a large panel of peptides bearing the primary A3 supermotif, an extended A3 supermotif was defined. This extended supermotif was based on a detailed map of the secondary anchor requirements for binding to molecules of the A3 supertype. The extended supermotif allows for the efficient prediction of cross-reactive binding of peptides to alleles of the A3 supertype by screening the native sequence of a particular antigen. This extended supermotif is also used to select analog options for peptides which bear amino acids defined by the primary supermotif.


The discovery of the individual residues of the secondary anchor motif disclosed herein represents a significant contribution to the understanding of peptide binding to class I molecules. These secondary anchor maps were derived using peptides of homogeneous size. Thus, the preference determinations at each of the secondary positions may be more accurate than those derived from the sequencing of pools of naturally processed peptides. Also, the motifs defined herein allow the determination of residues which have deleterious or other types of effects on peptide binding.


The definition of primary and secondary anchor specificities for the A3 supertype provides guidance for modulating the binding activity of peptides that bind to members of the A3 supertype family. This information may be used to generate highly cross-reactive epitopes by identifying residues within a native peptide sequence that can be analogued to increase greater binding cross-reactivity within a supertype, or analogued to increase immunogenicity.


Example 18
Definition of HLA-A1-Specific Peptide Motifs

HLA-A1 molecules were isolated and their naturally processed peptides characterized, as described in Example 3 above. In one case using MAT cells, pooled fractions corresponding to 19% to 50% CH3CN were used. As in the preceding example, residues showing at any given position except the first position, at least a two standard deviation increase over the random expected yield were identified and shown in TABLE 74. On the basis of these data, only Serine (S) and Threonine (T) were increased at position two. At position 3, aspartic acid (D) and glutamic acid (E) were elevated and at position 9 and 10 tyrosine (Y) showed a marked increase. Other increases noted were proline (P) at position 4 and leucine (L) at position 7. Therefore, the motifs for HLA-A1 based on these data would have residues at position 2 occupied by S or T, a peptide length of 9 or 10 amino acids and a C-terminal residue of Y. Alternatively, another motif would comprise a D or E at position 3 together with a C terminal residue of Y.


Example 19
Definition of HLA-A11-Specific Peptide Motifs

HLA-A11 motifs were defined by amino acid sequence analysis of pooled HPLC fractions, in one case corresponding to 7% to 45% CH3CN of fractionated peptides eluted from HLA-A11 molecules purified from the cell line BVR. On the basis of the data presented in TABLE 75, a motif for A11 consists of a conserved residue at position 2 of threonine (T) or valine (V), a peptide length of 9 or 10 amino acids, and a C-terminal conserved residue of lysine (K). At position 3 increases in methionine (M) and phenylalanine (F) were also seen and at position 8 glutamine (Q) was increased.


Example 20
Definition of HLA-A24.1-Specific Peptide Motifs

HLA-A24.1 allele-specific motifs were defined by amino acid sequence analysis of pooled fractions in one case corresponding to 7% to 19% CH3CN of HPLC fractionated peptides eluted from HLA-A24.1 molecules purified from the cell line KT3. On the basis of the data presented in TABLE 76 a motif for HLA-A24.1 consists of a conserved residue at position 2 occupied by tyrosine (Y), a peptide length of 9 or 10 amino acids, and a C-terminal conserved residue of phenylalanine (F) or leucine (L). Increases were also observed at several other positions: isoleucine (I) and methonine (M) at position 3; aspartic acid (D), glutamic acid (E), glycine (G), lysine (K) and proline (P) at position 4; lysine (K), methonine (M) and asparagine (N) at position 5; valine (V) at position 6; asparagine (N) and valine (V) at position 7; and, alanine (A), glutamic acid (E), lysine (K), glutamine (Q) and serine (S) at position 8.


Example 21
B7 Supertype Binding

Data indicated (Sidney, et al., J. Immunol. 154, 247 (1995); Hill, et al., Nature 360:434 (1992); Falk, et al., Immunogenetics 38:161 (1993); Barber, et al., Curr. Biol. 5:179 (1995); Schönbach, et al. J. Immunol. 154:5951 (1995)) that there is a relatively large family of HLA B specificities, collectively defined as the B7 supertype. In this Example the molecular binding assays as described in Example 1 are used to examine, in detail, the primary anchor specificities (position 2 and C-terminus) of the five most frequent B7 supertype HLA alleles (B*0702, B*3501, B51, B*5301, and B*5401). The B7 supermotif was found to be characterized by peptides that have a P in position 2, and a hydrophobic or aromatic residue at the C-terminus (referred to as the B7 supermotif).


Characterization of the primary anchor specificity of B7 supertype alleles was performed utilizing a panel of single substitution analogs of the HIV nef 84-92 peptide (sequence FPVRPQVPL (SEQ ID NO:3374). HIV nef 84-92 binds HLA molecules encoded by the B*0702, B*3501, B51, B*5301, and B*5401 alleles with either high (IC5450 nM) or intermediate (IC50 50-500 nM) affinity.


It was found that all five B7 supertype molecules share a rather stringent position 2 specificity for proline. With only one exception (A in the case of B*3501), all of the substitutions eliminating P at position 2 were associated with greater than 10-fold decreases in binding affinity as compared to the parent peptide. By contrast, each HLA-B type expressed a rather unique specificity pattern at the C-terminus. For example, B*0702 preferred M, F and L, while B*5101 preferred L, I, and V. Despite these differences, the overall C-terminal specificity patterns exhibited a large degree of overlap. All alleles shared a specificity for residues of a hydrophobic chemical nature. The aliphatic residues I and V were preferred by at least four of the five molecules, and A, L, M, F, and W were preferred or tolerated in a majority of instances. Other residues, such as Y or T, were tolerated in only isolated instances, while some (e.g., K or D) were not tolerated at all.


This primary anchor specificity data is in agreement with data of Sidney, et al., J. Immunol. 154:247 (1995). Thus, peptides capable of cross-reactive B7 supertype binding should have proline in position 2 and a hydrophobic or aromatic (V, I, L, M, F, W, A) residue at their C-terminus. In formally defining the B7 supertype primary anchor motifs, Y has been conservatively included despite its relative lack of cross-reactivity, because Y constitutes the dominant signal in pool sequencing analyses of B*3501 (Hill, et al., Nature 360:434 (1992); Falk, et al., Immunogenetics 38:161 (1993), Schönbach, et al. J. Immunol. 154:5951 (1995)). In summary, the primary anchor motif of the B7 supertype is defined as P at position 2, and A, I, L, M, V, F, W, and Y at the C-terminus.


Preferred Amino Acid Length of Ligands Bound by the B7 Supertype HLA Molecules.


Class I molecules usually prefer peptides between 8 and 10 residues in length (Falk, et al., Nature 351:290 (1991)), although longer peptides have been shown to bind (Massale, et al., J. Exp. Med. 177:751 (1993); Chen, et al., J. Immunol. 152:2874 (1994); Collins, et al. Nature 371:626 (1994)). To determine the optimal peptide length for binding to molecules of the B7 supertype, panels of 8-, 9-, 10- and 11-mer peptides representing naturally occurring viral, tumor, or bacterial sequences, (each peptide bore the B7 primary anchor supermotif) were synthesized and tested in binding assays.


It was concluded that 9 amino acid residues represent the optimal peptide length for all of the B7 supertype molecules examined. This assessment was true both in terms of the percent of peptides of each size bound by any molecule, but also in terms of the degree of crossreactivity observed (data not shown). Thus, this information is relevant when preparing analogs that are longer or shorter than a starting native peptide.


Extended Supermotif (Secondary Anchor Motifs) of Peptides that Bind B7 Supertype HLA Molecules.


Other residues can act as secondary anchors, thus providing supplemental binding energy to the peptides (Ruppert, et al, Cell 74:929-37 (1993); Madden, et al. Cell 75, 693-708 (1993); Saito, et al., J. Biol. Chem. 268, 21309 (1993); Sidney, et al., Hu. Immunol. 45, 79-93 (1996); Kondo, et al, J. Immunol. 155:4307-12 (1995); Parker, et al., J. Immunol. 152, 163-75 (1994)). It has also been shown that certain residues can have negative effects on peptide binding to class I molecules (Ruppert, et al, Cell 74:929-37 (1993); Sidney, et al., Hu. Immunol., 45, 79-93 (1996); Kondo, et al, J. Immunol. 155:4307-12 (1995), Boehncke, et al., J. Immunol. 150, 331-41 (1993)).


To develop an extended B7 supermotif allowing the efficient selection of peptides with cross-reactive B7 supertype binding, secondary anchors and secondary effects involved in peptide binding to B7 supertype molecules were defined in accordance with the methods described herein.


The binding capacity of 199 nonamer peptides for the five most common B7 supertype molecules, B*0702, B*3501, B51, B*5301, and B*5401 was determined, and the data analyzed. The 199 nonamer peptides represented naturally occurring viral sequences containing the B7 supertype primary anchors (proline in position 2, and A, V, I, L, M, F, and W at the C-terminus). For each position the average relative binding capacity (ARBC) of peptides carrying each of the 20 amino acids was calculated and compared to the ARBC of the entire peptide set. The occurrence of certain amino acids is very infrequent, thus, residues were grouped according to individual chemical similarities as previously described (Ruppert, et al, Cell 74:929 (1993)). This analysis was performed separately for B*0702, B*3501, B51, B*5301, and B*5401.


It was found that the patterns of preferences and aversions, in terms of secondary anchors, exhibited by each molecule were unique. For example, in the panel tested, 18 peptides had positively charged residues (R, H or K) in position 1. These peptides, as a group, were very good B*0702 binders, having an ARBC of 21. For B51, however, the same peptides were relatively poor binders, with an ARBC of 0.25. However, profound similarities in preferences were noted. For example, peptides bearing aromatic residues (F, W, and Y) in position one were, as a group, very good binders across the set of B7 supertype molecules, with ARBC of 4.2, 17, 16, 20, and 70 for B*0702, B*3501, B51, B*5301, and B*5401, respectively.


The values discussed above were subsequently used to derive maps of allele-specific secondary anchor requirements for each position. To do this, preferred and deleterious residues were defined as residues associated with ARBCs that were 3-fold greater than, or 3-fold less than, respectively, the overall average. These preferred and deleterious effects are summarized in FIG. 41. These secondary anchor maps reveal that while each molecule exhibited its own unique secondary anchor requirements, certain features were highly conserved amongst the B7 supertype molecules. For example, as indicated above, aromatic residues (F, W, and Y) at position 1 were preferred by all five of the B7 supertype molecules. Conversely, at position 8, acidic residues (D, E) were associated with poor binding capacity for four of five molecules.


Secondary effects preferred by three or more of the five B7 supertype molecules considered, were defined as shared. Shared positive (preferred) effects were defined only if not deleterious for any molecule. Conversely shared deleterious effects could not be positive for any molecule. These shared features were incorporated into an extended B7 supermotif which defined residues associated with either poor or good binding in a majority of the molecules of the B7 supertype.


Following this rationale, it was found that peptides bearing supermotif preferred secondary residues exhibited a greater degree of B7 supertype cross-reactivity than those which bear none, or which bear deleterious residues. This finding was established by determining the binding cross-reactivity of an independent set of peptides bearing the B7 supertype primary anchor specificity. As predicted, peptides which were extended supermotif positive (i.e., peptides with at least one extended supermotif preferred secondary residues, and no deleterious residues) exhibited a substantially greater degree of crossreactivity within the B7 supertype than supermotif negative peptides (peptides with one or more supermotif deleterious residues).


Implementation of the B7 Supermotif to Improve the Binding Capacity of Native Peptides by Creating Analogs.


HLA supermotifs (both primary and extended) are of value in predicting highly cross-reactive native peptides, as demonstrated herein. Moreover, definition of HLA supermotifs also allows one to engineer highly crossreactive “degenerate” epitopes by identifying residues within a native peptide sequence which can be analogued, or “fixed”, to confer upon a peptide certain characteristics, e.g., greater binding cross-reactivity within the supertype.


To assess this possibility, six peptides which had been shown to have a high degree of degeneracy within the B7-like supertype were selected (TABLE 144). Each peptide already bound at least three of the five most common B7-like molecules with either high (IC50<50 nM) or intermediate (IC50 50-500 nM) affinities. These peptides were analyzed in the context of both the B7-like supermotif and the allele specific secondary anchor motifs described above to determine if particular residues within their sequences could be “fixed” to further increase their binding to the B7-like supertype molecules. This assessment found that none of the particular peptides considered contained a supermotif negative residue. Three peptides (HCV core 168, MAGE 2170, and MAGE 3 196) each had one residue which was deleterious for a single B7-like molecule (TABLE 144).


Next, a panel of single substituted analogs was synthesized. Some analogs contained secondary anchor substitutions which were either supermotif positive, or positive in the context of a particular allele without being deleterious for any other substitutions were selected on the basis of the values disclosed here. Because the preferences for the C-terminal primary anchors were unique for each allele, substitutions at this position were also considered. Thus, for example, to test if degeneracy could be increased a number of analogs were made by substituting the supermotif positive F for the native residue in position 1. Other substitutions, such as the C-terminal L for Y in HBV pol 541 were made to address poor binding of the parent peptide to B*0702 and B*5401. When this panel was tested for its binding capacity to molecules of the B7-like supertype, the data shown in TABLE 144 was generated. In every case, an F substitution in position one exhibited increased binding and/or degeneracy compared to the parent sequence. For example, MAGE 2 170 bound with high affinity to B*0702, intermediate affinity to B*3501, B51, and B*5301, but only weakly to B*5401. The F1 analog of this peptide bound all five of these molecules with high affinity.


The success of substitutions aimed at specific molecules were much harder to generalize. For example, the substitution of L at the C-terminus of HBV pol 541 for the native Y was successful in conferring binding to B*0702 while increasing the binding affinity to other molecules (significantly in the cases of B51 and B*5401). In other instances, the effect observed was not as anticipated, as demonstrated by the case of HBV env 313. This peptide bound with high affinity to B*0702, B*3501, B51, and B*5301, but only weakly to B*5401. An M in 5 analog was made to increase B*5401 binding based on the observation that the aliphatic residues (L, I, V, and M) in position 5 were positive for B*5401, and relatively neutral for other molecules. As shown in TABLE 144, however, the significantly increased B*5401 binding capacity achieved with the M5 analog was at the expense of lowered binding to B*0702, B51, and B*5301. While the success of individual analogs was variable, it is notable that for each case at least one analog was capable of either improving the binding affinity, or extending the degeneracy of the parent peptide. Thus, already degenerate peptides can be discretely “fixed” to improve their binding capacity and extend their degeneracy.


For example, analogs representing primary anchor single amino acid substitutions to I at the C-terminus of two different B7-like peptides (HBV env 313 and HB pol 541) were synthesized and tested for their B7-supertype binding capacity. It was found that the I substitution had an overall positive effect on binding affinity and/or cross-reactivity in both cases. In the case of HBV env 313 the 19 replacement was effective in increasing cross-reactivity from 4 to 5 alleles bound by virtue of an almost 400-fold increase B*5401 binding affinity. In the case of HBV pol 541, increased cross-reactivity was similarly achieved by a substantial increase in B*5401 binding. Also, significant gains in binding affinity for B*0702, B51, and B*5301 were observed with the HBV pol 541 I9 analog.


Thus, HLA supermotifs are of value in engineering highly cross-reactive peptides by identifying particular residues at secondary anchor positions that are associated with such cross-reactive properties. To demonstrate this, the capacity of a second set of peptides representing discreet single amino acid substitutions at positions one and three of five different B7-supertype binding peptides were synthesized and tested for their B-7 supertype binding capacity. In 4/4 cases the effect of replacing the native residue at position 1 with the aromatic residue F (an “F1” substitution) resulted in an increase in cross-reactivity, compared to the parent peptide, and, in most instances, binding affinity was increased three-fold or better (TABLE 146). More specifically, for HBV env 313, MAGE2 170, and HCV core 168 complete supertype cross-reactivity was achieved with the F1 substitution analogs. These gains were achieved by dramatically increasing B*5401 binding affinity. Also, gains in affinity were noted for other alleles in the cases of HCV core 168 (B*3501 and B*5301) and MAGE2 170 (B*3501, B51 and B*5301). Finally, in the case of MAGE3 196, the F1 replacement was effective in increasing cross-reactivity because of gains in B*0702 binding. An almost 70-fold increase in B51 binding capacity was also noted.


Two analogs were also made using the supermotif positive F substitution at position three (an “F3” substitution). In both instances increases in binding affinity and cross-reactivity were achieved. Specifically, in the case of HBV pol 541, the F3 substitution was effective in increasing cross-reactivity by virtue of its effect on B*5401 binding. In the case of MAGE3 196, complete supertype cross-reactivity was achieved by increasing B*0702 and B*3501 binding capacity. Also, in the case of MAGE3 196, it is notable that increases in binding capacity between 40 and 5000-fold were obtained for B*3501, B51, B*5301, and B*5401.


In conclusion, these data demonstrate that by the use of single amino acid substitutions it is possible to increase the binding affinity and/or cross-reactivity of peptide ligands for HLA B7 supertype molecules.


Example 22
Identification of Immunogenic Peptides

To identify peptides of the invention, class I antigen isolation, and isolation and sequencing of naturally processed peptides was carried out as described above and in the parent applications. These peptides were then used to define specific binding motifs for each of the following alleles A3.2, A1, A11, and A24.1. These motifs are described above. The motifs described in TABLE 73, TABLE 74, TABLE 75, and TABLE 76, below, are defined from pool sequencing data of naturally processed peptides as described in the related applications. These motifs are described in the parent applications and summarized in TABLE 73, TABLE 74, TABLE 75, and TABLE 76, below.


Using the motifs identified above for various MHC class I allele amino acid sequences from various pathogens and tumor-related proteins were analyzed for the presence of these motifs. Screening was carried out described in the related applications. TABLE 11 provides the results of searches of the antigens.


The peptides listed in TABLES 81-84 were identified as described above and are grouped according to pathogen or antigen from which they were derived.


Using the B7-like-supermotifs identified in the parent applications described above, sequences from potential antigenic sources including Hepatitis B Virus (HBV), Hepatitis C Virus (HCV), Human Papilloma Virus (HPV), Human Immunodeficiency Virus (HIV), MAGE2/3, and Plasmodium were analyzed for the presence of these motifs.


In some embodiments, sequences for the target antigens were obtained from the current GenBank data base. In certain embodiments, sequences for the target antigens were obtained from the GenBank database (Release No. 71.0; 3/92). The identification of motifs was done using the “FINDPATTERNS” program (Devereux, et al., Nucleic Acids Research, 12:387-95 (1984)). A computer search was carried out for antigen proteins comprising the B7-like-supermotif. TABLES 77-80, TABLES 81-84, and TABLES 85-86 provide the results of searches of the antigens. TABLES 77-80 and TABLES 85-86 shows results of screening a number of antigens. TABLES 81-84 shows results of screening MAGE antigens.


TABLE 25 and TABLE 34 list peptides identified in this search. Accordingly, a preferred embodiment of the invention comprises a composition comprising a peptide of TABLE 25 and/or TABLE 34.


Other viral and tumor-related proteins can also be analyzed for the presence of these motifs. The amino acid sequence or the nucleotide sequence encoding products is obtained from the GenBank database in the cases of Prostate Specific antigen (PSA), p53 oncogene, Epstein Barr Nuclear Antigen-1 (EBNA-1), and c-erb2 oncogene (also called HER-2/neu).


In the cases of Human Papilloma Virus (HPV), Prostate Specific Antigen (PSA), p53 oncogene, Epstein Barr Nuclear Antigen-1 (EBNA-1), and c-erb2 oncogene (also called HER-2/neu), and Melanoma Antigen-1 (MAGE-1), a single sequence exists.


In the cases of Hepatitis B Virus (HBV), Hepatitis C Virus (HCV), and Human Immunodeficiency Virus (HIV) several strains/isolates exist and many sequences have been placed in GenBank.


For HBV, binding motifs are identified for the adr, adw and ayw types. In order to avoid replication of identical sequences, all of the adr motifs and only those motifs from adw and ayw that are not present in adr are added to the list of peptides.


In the case of HCV, a consensus sequence from residue 1 to residue 782 is derived from 9 viral isolates. Motifs are identified on those regions that have no or very little (one residue) variation between the 9 isolates. The sequences of residues 783 to 3010 from 5 viral isolates were also analyzed. Motifs common to all the isolates are identified and added to the peptide list.


Finally, a consensus sequence for HIV type 1 for North American viral isolates (10-12 viruses) was obtained from the Los Alamos National Laboratory database (May 1991 release) and analyzed in order to identify motifs that are constant throughout most viral isolates. Motifs that bear a small degree of variation (one residue, in 2 forms) were also added to the peptide list.


Using the B7-like supermotifs identified in the related applications described above, sequences from various pathogens and tumor-related proteins were analyzed for the presence of these motifs. Screening was carried out described in the related applications. TABLES 12 and 13 provide the results of searches of the antigens.


Using the A3 supermotif described above, sequences from various pathogens and tumor-related proteins were analyzed for the presence of these motifs. Screening was carried out described in the related applications. TABLE 8 provides the results of searches of the antigens.


Using the A24 motif described above, sequences from various pathogens and tumor-related proteins were analyzed for the presence of these motifs. Screening was carried out described in the related applications. TABLE 9 provides the results of searches of t1 antigens.


Several motifs for each allele shown below were used to screen several antigens. Protein E6 of human papilloma virus (HPV) type 16 using motifs from all of the alleles disclosed above are shown (TABLES 77-80). Protein E7 of HPV type 18 was also searched for motifs from all alleles (TABLES 77-80) Melanoma antigens MAGE 1, 2 and 3 were searched for motifs from all alleles (TABLES 81-84). The antigen PSA was searched for motifs from all alleles (TABLES 85-86). Finally, core and envelope proteins from hepatitis C virus were also searched (TABLE 87). In the tables and the description of the motifs, the conventional symbol letter for each amino acid was used. The letter “X” represents a wild card character (any amino acid).


The following motifs were screened in the present search:














For HLA-A1 (A*0101)










1
XSXXXXXXY (SEQ ID NO: 14594)



2
XSXXXXXXXY (SEQ ID NO: 95)



3
XTXXXXXXY (SEQ ID NO: 96)



4
XTXXXXXXXY (SEQ ID NO: 97)



5
XXDXXXXXY (SEQ ID NO: 98)



6
XXDXXXXXXY (SEQ ID NO: 99)



7
XXEXXXXXY (SEQ ID NO: 14600)



8
XXEXXXXXXY (SEQ ID NO: 1)







For HLA-A3.2 (A*0301)










1
XVXXXXXXK (SEQ ID NO: 2)



2
XVXXXXXXXK (SEQ ID NO: 3)



3
XLXXXXXXK (SEQ ID NO: 4)



4
XLXXXXXXXK (SEQ ID NO: 5)



5
XMXXXXXXK (SEQ ID NO: 6)



6
XMXXXXXXXK (SEQ ID NO: 7)







For HLA-A11 (A*1101)










1
XTXXXXXXK (SEQ ID NO: 8)



2
XTXXXXXXXK (SEQ ID NO: 9)



3
XVXXXXXXK (SEQ ID NO: 10)



4
XVXXXXXXXK (SEQ ID NO: 11)







For HLA-A24.1 (A*2401)










1
XYXXXXXXF (SEQ ID NO: 12)



2
XYXXXXXXXF (SEQ ID NO: 13)



3
XYXXXXXXL (SEQ ID NO: 14)



4
XYXXXXXXXL (SEQ ID NO: 15)










Brief Description of TABLES 9-21


TABLES 9 and 10. Identified HLA-AI allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues.


TABLE 11. Binding affinity of HLA-A1 binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-A1 alleles (expressed as an ICso).


TABLE 12. Identified HLA-A2 allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues.


TABLE 13. Binding affinity of HLA-A2 binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-A2 alleles (expressed as an ICso).


TABLE 14. Identified HLA-A3 allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues. Binding affinity of HLA-A3 binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-A3 alleles (expressed as an IC50).


TABLE 15. Identified HLA-A24 allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues. Binding affinity of HLA-A24 binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-A24 alleles (expressed as an IC50).


TABLE 16. Identified HLA-B7 allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues. Binding affinity of HLA-B7 binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-B7 alleles (expressed as an IC50).


TABLE 17. Identified HLA-B44 allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues. Binding affinity of HLA-B44 binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-B44 alleles (expressed as an IC50).


TABLE 18. Identified HLA-DQ allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues. Binding affinity of HLA-DQ binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-DQ alleles (expressed as an IC50).


TABLES 19 and 186. Identified HLA-DR allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues. Binding affinity of HLA-DR binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated HLA-DR alleles (expressed as an IC50).


TABLE 20. Identified murine MHC class I allele-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., number of amino acids in peptide (AA), origin of peptide (organism), identity of originating protein, position of peptide within protein sequence, and analog status, wherein an analog is a peptide of the invention where the amino acid sequence of any naturally-occurring peptide sequence has been modified by substitution of one or more amino acid residues.


TABLE 21. Binding affinity of muring MHC class I-binding peptides. Peptides are identified by amino acid sequence, SEQ ID NO., and binding affinity to the designated murine MHC class I alleles (expressed as an IC50).


Example 23
Additional Identification of Immunogenic Peptides

Using the motifs identified above for HLA-A2.1 allele amino acid sequences from a tumor-related protein, Melanoma Antigen-1 (MAGE-1), were analyzed for the presence of these motifs. Sequences for the target antigen are obtained from the GenBank data base (Release No. 71.0; 3/92). The identification of motifs is done using the “FINDPATTERNS” program (Devereux et al., Nucleic Acids Research 12:387-395 (1984)).


Other viral and tumor-related proteins can also be analyzed for the presence of these motifs. The amino acid sequence or the nucleotide sequence encoding products is obtained from the GenBank database in the cases of Human Papilloma Virus (HPV), Prostate Specific antigen (PSA), p53 oncogene, Epstein Ban Nuclear Antigen-1 (EBNA-1), and c-erb2 oncogene (also called HER-2/neu).


In the cases of Hepatitis B Virus (HBV), Hepatitis C Virus (HCV), and Human Immunodeficiency Virus (HIV) several strains/isolates exist and many sequences have been placed in GenBank.


For HBV, binding motifs are identified for the adr, adw and ayw types. In order to avoid replication of identical sequences, all of the adr motifs and only those motifs from adw and ayw that are not present in adr are added to the list of peptides.


In the case of HCV, a consensus sequence from residue 1 to residue 782 is derived from 9 viral isolates. Motifs are identified on those regions that have no or very little (one residue) variation between the 9 isolates. The sequences of residues 783 to 3010 from 5 viral isolates were also analyzed. Motifs common to all the isolates are identified and added to the peptide list.


Finally, a consensus sequence for HIV type 1 for North American viral isolates (10-12 viruses) was obtained from the Los Alamos National Laboratory database (May 1991 release) and analyzed in order to identify motifs that are constant throughout most viral isolates. Motifs that bear a small degree of variation (one residue, in 2 forms) were also added to the peptide list.


TABLES 181 and 182 provide the results of searches of the following antigens cERB2, EBNA1, HBV, HCV, HIV, HPV, MAGE, p53, and PSA. Only peptides with binding affinity of at least 1% as compared to the standard peptide in assays described in Example 5 are presented. Binding as compared to the standard peptide is shown in the far right column. The column labeled “Pos.” indicates the position in the antigenic protein at which the sequence occurs.


Using the motifs disclosed here, amino acid sequences from various antigens were screened for further motifs. Screening was carried out as described above. TABLES 176 and TABLE 177 provide the results of searches of the following antigens cERB2, CMV, Influenza A, HBV, HIV, HPV, MAGE, p53, PSA, Hu S3 ribosomal protein, LCMV, and PAP. Only peptides with binding affinity of at least 1% as compared to the standard peptide in assays described in Example 5 are presented. Binding as compared to the standard peptide is shown for each peptide.


Example 24
Identification of Immunogenic Peptides in Autoantigens

As noted above, the motifs of the present invention can also be screened in antigens associated with autoimmune diseases. Using the motifs identified above for HLA-A2.1 allele amino acid sequences from myelin proteolipid (PLP), myelin basic protein (MBP), glutamic acid decarboxylase (GAD), and human collagen types II and IV were analyzed for the presence of these motifs. Sequences for the antigens were obtained from Trifilieff et al., C.R. Sceances Acad. Sci. 300:241 (1985); Eyler at al., J Biol. Chem. 246:5770 (1971); Yamashita et al. Biochiem. Biophys. Res. Comm. 192:1347 (1993); Su et al., Nucleic Acids Res. 17:9473 (1989) and Pihlajaniemi et al. Proc. Natl. Acad. Sci. USA 84:940 (1987). The identification of motifs was done using the approach described in Example 5 and the algorithms of Examples 6 and 7. TABLE 178 provides the results of the search of these antigens.


Using the quantitative binding assays of Example 4, the peptides are next tested for the ability to bind MHC molecules. The ability of the peptides to suppress proliferative responses in autoreactive T cells is carried out using standard assays for T cell proliferation. For instance, methods as described by Miller et al. Proc. Natl. Acad. Sci. USA, 89:421 (1992) are suitable.


For further study, animal models of autoimmune disease can be used to demonstrate the efficacy of peptides of the invention. For instance, in HLA transgenic mice, autoimmune model diseases can be induced by injection of MBP, PLP or spinal cord homogenate (for MS), collagen (for arthritis). In addition, some mice become spontaneously affected by autoimmune disease (e.g., NOD mice in diabetes). Peptides of the invention are injected into the appropriate animals, to identify preferred peptides.


Example 25
Comparative Treatment of Data Obtained in Different Binding Analyses

HLA class I supermotif and motif analysis of antigens of interest was performed as described herein and in the related applications, noted above. Peptides comprising the appropriate HLA I motif or supermotif were then synthesized and assayed for binding activity. A detailed description of the protocol utilized to measure the binding of peptides to Class I and Class II MHC has been published (Sette et al., Mol. Immunol. 31:813, 1994; Sidney et al., in Current Protocols in Immunology, Margulies, Ed., John Wiley & Sons, New York, Section 18.3, 1998).


Since under these conditions [label]<[HLA] and IC50≧[HLA], the measured IC50 values are reasonable approximations of the true KD values. To allow comparison of the data obtained in different experiments, a relative binding figure is calculated for each peptide by dividing the IC50 of a positive control for inhibition by the IC50 for each tested peptide (typically unlabeled versions of the radiolabeled probe peptide). For inter-experiment comparisons, relative binding values are compiled. These values can subsequently be converted back into IC50 nM values by dividing the IC50 nM of the positive controls for inhibition by the relative binding of the peptide of interest. This method of data compilation has proven to be the most accurate and consistent for comparing peptides that have been tested on different days, or with different lots of purified MHC.


HLA class I supermotif and motif-bearing peptides from HIV regulatory proteins, e.g., nef, rev, vif, tat, and vpr, are shown in TABLE 70, TABLE 71, TABLE 72, TABLE 73, TABLE 74, TABLE 75, TABLE 76, TABLES 77-80, TABLES 81-84, and TABLES 85-86. In these tables, “% conserv” refers to percent conservance, which is the degree to which the sequences are conserved in the strains evaluated to identify the sequences. The “A” designation indicates that the peptide is an analog of the native sequence. In the motif column, the designation “i” refers to individual motif and “s” refers to supermotif.


HLA class I supermotif and motif-bearing peptides from other antigens, e.g., cancer antigens such as CEA, p53, Her2/neu, MART1, MAGE2, MAGE3, tyrosinase, flu, gp100, HBV, HCV, HIV, HPV (including the strain designation), Epstein Barr Virus (EBV), prostate cancer-associated antigens, gliadin, Mycobacterium leprae, Mycobacterium tuberculosis, T. cruzi, Candida antigens, and malaria (Plasmodium falciparum) antigens are shown in TABLE 87, TABLE 88, TABLE 89, TABLE 90, TABLES 91-92, TABLES 93-94, TABLE 95, TABLE 96, TABLES 97-102, TABLES 103-107, TABLES 108-110, TABLES 111-122 and TABLES 123-124.


TABLE 87, TABLE 88 and TABLE 187 show peptides bearing an HLA-A1 supermotif and/or motif.


TABLE 89, TABLE 90, TABLES 91-92, TABLES 93-94 and TABLE 188 show peptides bearing an HLA-A2 supermotif.


TABLE 95, TABLE 96 and TABLE 189 show peptides bearing an HLA-A3 supermotif and/or motif.


TABLES 97-102 and TABLES 103-107 show peptides bearing an HLA-A24 supermotif and/or motif.


TABLES 108-110 and TABLES 111-122 show peptides bearing an HLA-B7 supermotif.


TABLE 123-124 shows peptides bearing an HLA-B44 supermotif.


Peptide binding data for the designated HLA molecules are provided as IC50 values unless otherwise indicated. The “A” designation indicates that the peptide is an analog of the native sequence.


Using the HLA class II supermotif and motifs identified in related applications and as described above, sequences from various pathogens and tumor-related proteins were analyzed for the presence of these motifs. Screening and binding assays was carried out as described in the related applications designated herein.


HLA class II DR supermotif and DR3 motif-bearing peptides from HIV regulatory proteins, e.g., nef, rev, vif, tat, and vpr, are shown in TABLES 125-127 and TABLE 136. The term “% conserv” refers to percent conservance, which is the degree to which the sequences are conserved in the strains evaluated to identify the sequences. In TABLE 136, in the “sequence” column, the core sequence of the motif-bearing peptide is in lower case.


TABLES 128, TABLES 129-130, TABLES 131-132, TABLES 133-134, TABLES 135, and TABLES 136 show HLA class II DR supermotif and DR 3 motif bearing peptides and the antigens from which they are derived. The peptide reference number, sequence, antigen protein/position of the sequence in the antigen, and binding data are shown in the tables. TABLE 129 shows binding data for DRB1*0101, *0301, *0401, *0404, and *0405. TABLE 130 shows binding data for DRB1*0701, *0802, *0901, *1101, *1201, *1302, *1501, DRB3*0101, DRB4*0101, DRB5*0101, and DQB1*0301. TABLE 131 and TABLE 133 provide the peptide reference number sequence and protein antigen/position of sequence in antigen for the peptides. Binding data are provided in TABLE 132 and TABLE 134.


Peptide binding data for the designated HLA molecules are provided as IC50 values unless otherwise indicated. The “A” designation indicates that the peptide is an analog of the native sequence.


Example 26
Quantitative Binding Assays

To verify that motif-containing peptide sequences are indeed capable of binding to the appropriate class I molecules, quantitative binding assays were performed as described in the parent applications. Binding affinities are expressed in reference to standard peptides as described in those applications. In addition, these applications describe algorithms to provide a more exact predictor of binding based upon the effects of different residues at each position of a peptide sequence, in addition to the anchor or conserved residues.


Using isolated MHC molecules prepared as described in Example 2, supra, quantitative binding assays were performed. Briefly, indicated amounts of MHC as isolated above were incubated in 0.05% NP40-PBS with ˜5 nM of radiolabeled peptides in the presence of 1-3 μM β2M and a cocktail of protease inhibitors (final concentrations 1 mM PMSF, 1.3 mM 1.10 Phenanthroline, 73 μM Pepstatin A, 8 mM EDTA, 200 μM N-α-p-tosyl-L-Lysine Chloromethyl ketone). After various times, free and bound peptides were separated by TSK 2000 gel filtration, as described previously in Sette, et al., J. Immunol., 148:844 (1992). Peptides were labeled by the use of the Chloramine T method Buus et al., Science, 235:1352 (1987), which is incorporated herein by reference.


The various candidate HLA binding peptides were radiolabeled and offered (5-10 nM) to 1 μM purified HLA molecules. The HBc 18-27 peptide HLA binding peptide was radiolabeled and offered (5-10 nM) to 1 μM purified HLA A2.1. After two days at 23° C. in presence of a cocktail of protease inhibitors and 1-3 μM purified human β2M, the percent of MHC class I bound radioactivity was measured by size exclusion chromatography, as previously described for class II peptide binding assays in Sette, et al., in Seminars in Immunology, Vol. 3, Gefter, ed. (W.B. Saunders, Philadelphia, 1991), pp 195-202, which is incorporated herein by reference. Using this protocol, high binding (30-95% of standard peptide binding) was detected in all cases in the presence, but not in the absence, of the relevant HLA allele. Also using this protocol, high binding (95%) was detected in all cases in the presence of purified HLA A2.1 molecules.


To explore the specificity of binding, we determined whether the binding was inhibitable by excess unlabeled peptide, and if so, what the 50% inhibitory concentration (IC50%) might be. The rationale for this experiment was threefold. First, such an experiment is crucial in order to demonstrate specificity. Second, a sensitive inhibition assay is the most viable alternative for a high throughput quantitative binding assay. Third, inhibition data subjected to Scatchard analysis can give quantitative estimates of the K of interaction and the fraction of receptor molecules capable of binding ligand (% occupancy).


Results of binding assays described here may be expressed in terms of IC50's. Given the conditions in which our assays are run (i.e., limiting MHC and labeled peptide concentrations), these values approximate KD values. It should be noted that IC50 values can change, often dramatically, if the assay conditions are varied, and depending on the particular reagents used (e.g., Class I preparation, etc.). For example, excessive concentrations of MHC will increase the apparent measured IC50 of a given ligand.


As a specific example to verify that motif-containing peptide sequences are indeed capable of binding to the appropriate class I molecules, specific binding assays were established. HLA-A3.2 molecules were purified from GM3107 EBV cells by affinity chromatography using the GAPA3 mAb (anti-A3) to isolate A3.2. Prior to the step, the lysate was depleted of HLA B and C molecules by repeated passages over a B1.23.2 column (this antibody is B, C specific) generally as described in Example 2, above.


As a radiolabeled probe, the peptide 941.12 (KVFPYALINK (SEQ ID NO:14625)), containing an A3.2 motif, was used. This peptide contains the anchor residues V2 and K10, associated with A3.2-specific binders, described above. A Y residue was inserted at position 5 to allow for radiolodination. Peptides were labeled by the use of the Chloramine T method Buus et al., Science 235:1352 (1987), which is incorporated herein by reference.


A dose range of purified A3.2 was incubated with 10 nM of 941.12 at pH 7.0 and 23° C., in presence of a protease inhibitor cocktail (1 mM PMSF, 1.3 mM 1.10 phenanthroline, 73 μM pepstatin A, 8 mM EDTA, and 200 μM N ap-tosyl-L-lysine chloromethyl ketone (TLCK)), in presence of 1 μM purified human β2 microglobulin. After two days, the % bound radioactivity was measured by gel filtration over TSK 2000 columns as previously described for class II peptide binding assays in Sette et al., in Seminars in Immunology, Vol. 3, Gefter, ed. (W.B. Saunders, Philadelphia, 1991), pp 195-202, which is incorporated herein by reference. (see, FIG. 17). Good binding (in the 60 to 100% range) was observed for A3.2 concentrations ranging between 35 and 300 nM. 30% binding was observed at 15 nM A3.2.


To minimize A3.2 usage and to increase the sensitivity of the assay, a concentration of 5-10 nM A3.2 was selected for further assays. In the experiment shown in FIG. 18, 7 nM A3.2 and an equivalent concentration of radiolabeled 941.12 were incubated using the conditions described above and in the presence of a dose range of three peptides (HBc 18-27 (924.07), a Prostate Specific Antigen peptide (939.01), and HIV nef 73-82 (940.03)). It was found that peptide 940.03 inhibited strongly, with a 50% inhibitory concentration (IC50%) of 22 nM, while a weaker inhibition was observed with peptide 939.01 (IC50% 940 nM). Finally, peptide 924.07 did not show any inhibition up to the 30 μM level. Thus, it is concluded that peptides 940.03 and 939.01 are high and intermediate affinity binders, respectively, while peptide 924.07 is classified as a low affinity or negative binder.


For instance, in analysis of an inhibition curve for the interaction of the peptide HBc 18-27 with A2.1, the IC50% was determined to be 25 nM. Further experiments were conducted to obtain Scatchard plots. For HBc 18-27/A2.1, six different experiments using six independent MHC preparations yielded a KD of 15.5±9.9×10−9 M and occupancy values of 6.2% (±1.4).


Several reports have demonstrated that class I molecules, unlike class II, are highly selective with regard to the size of the peptide epitope that they recognize. The optimal size varies between 8 and 10 residues for different peptides and different class I molecules, although MHC binding peptides as long as 13 residues have been identified. To verify the stringent size requirement, a series of N- and C-terminal truncation/extension analogs of the peptide HBc 18-27 were synthesized and tested for A2.1 binding. Previous studies had demonstrated that the optimal size for CTL recognition of this peptide was the 10-mer HBc18-27 (Sette et al. supra). It was found that removal or addition of a residue at the C terminus of the molecule resulted in a 30 to 100-fold decrease in binding capacity. Further removal or addition of another residue completely obliterated binding. Similarly, at the N-terminus of the molecule, removal or deletion of one residue from the optimal HBc 18-27 peptide completely abrogated A2.1 binding.


Throughout this disclosure, results have been expressed in terms of IC50's. Given the conditions in which the assays are run (i.e., limiting MHC and labeled peptide concentrations), these values approximate KD values. It should be noted that IC50 values can change, often dramatically, if the assay conditions are varied, and depending on the particular reagents used (e.g., Class I preparation, etc.). For example, excessive concentrations of MHC will increase the apparent measured IC50 of a given ligand.


An alternative way of expressing the binding data, to avoid these uncertainties, is as a relative value to a reference peptide. The reference peptide is included in every assay. As a particular assay becomes more, or less, sensitive, the IC50's of the peptides tested may change somewhat. However, the binding relative to the reference peptide will not change. For example, in an assay run under conditions such that the IC50 of the reference peptide increases 10-fold, all IC50 values will also shift approximately ten-fold. Therefore, to avoid ambiguities, the assessment of whether a peptide is a good, intermediate, weak, or negative binder should be based on its IC50, relative to the IC50 of the standard peptide.


The reference peptide for the HLA-A2.1 assays described herein is referred to as 941.01 having a sequence of FLPSDYFPSV (SEQ ID NO:3775). An average IC50 of 5 (nM) was observed under the assay conditions utilized.


Other reference peptides used in the assays include the following: A1CON1 (YLEPAIAKY (SEQ ID NO:14628)), 25 nM for A*0101; HBV core 18-27 F6→Y (FLPSDYFPSV (SEQ ID NO:7110)), 4.6 nM for A*0201; A3CON1 (KVFPYALINK (SEQ ID NO:14625)), 10 nM for A*0301; A3CON1 (KVFPYALINK (SEQ ID NO:14625)), 5.9 nM for A*1101; A24CON1 (AYIDNYNKF (SEQ ID NO:14629)), 12 nM for A82401; A2.1 signal sequence 5-13 L7→Y (APRTLVYLL (SEQ ID NO:3230)) 4.7 nM for B*0701; HIV gp 586-593 Y1>F, Q5>Y (FLKDYQLL (SEQ ID NO:14630)), 14 nM for B*0801; Rat 60S (FRYNGLIHR (SEQ ID NO:3238)), 6.4 nM for B*2705; B35CON2 (FPFKYAAAF (SEQ ID NO:1369)), 4.4 nM B*3503.


If the IC50 of the standard peptide measured in a particular assay is different than that reported in the table then it should be understood that the threshold values used to determine good, intermediate, weak, and negative binders should be modified by a corresponding factor. For example, if in an A2.1 binding assay, the IC50 of the A2.1 standard (941.01) were to be measured as 8 nM instead of 5 nM, then a peptide ligand would be called a good binder only if it had an IC50 of less than 80 nM (i.e., 8 nM×0.1), instead of the usual cut-off value of 50 nM.


The experimental system herein described can be used to test binding of large numbers of synthetic peptides to a variety of different class I specificities. Specific binding assays can be performed as follows.


HLA-A11-Specific Assay


The cell line BVR was used as a source of HLA. The dependency of the binding on MHC concentration in presence or absence of β2M are shown in FIG. 19, while FIG. 20 depicts the dose dependency of the inhibition by excess unlabeled ligand. Finally, FIG. 21 shows a Scatchard analysis experiment. Values of apparent kD of −6 nM and of 10% active receptor were obtained, and were remarkable for their similarity to the values obtained for A2.1 and A3.2. The sequence of the peptide used as a radiolabeled probe (940-06) is AVDLYHFLK (SEQ ID NO:14631).


HLA-A1-Specific Assay


In this case, the EBV cell line Steinlin was used as a source of purified HLA. The same protocol previously applied to purification of other HLA alleles (i.e., depletion of B, C molecules by a B1.23.2 mAb column, followed by purification of A molecules by means of a W632 mAb column) was utilized. On the basis of the pool sequencing data, consensus peptides were synthesized, directly radiolabeled, and tested for HLA binding using the standard protocol (1 mM β2M, 2 days RT incubation in presence of protease inhibitors). A graph illustrating the relationship between % binding and íM input HLA A1 is shown in FIG. 22. From the data, it was concluded that in analogy with what was observed for HLA A2, 3, and 11, as little as 30 nM are sufficient to obtain −10% binding. The sequence of the peptide used as a radiolabeled probe (944.02) is YLEPAIAKY (SEQ ID NO:14629). In the next set of experiments, the specificity of the assay established was verified by its inhabitability by excess unlabeled peptide. The IC50% was measured (FIG. 23) as −20 nM. Further Scatchard analysis (FIG. 24) verified that the apparent KD of the interaction corresponded to 21 nM, with a % of active receptor corresponding to 5.1%.


HLA-A24 Specific Assay


HLA A24 molecules were purified from the KT3 EBV cell line. In this case, two consensus peptides whose sequences were based on the pool sequencing data have been synthesized. Their sequences are: 979-01, AYIDNVYKF (SEQ ID NO:14632) and 979.02, AYIDNYNKF (SEQ ID NO:14629). The results of experiments in which the % bound of these two peptides as a function of input MHC was measured are shown in FIG. 25. In both cases, 10-15% binding was obtained with as little as 20-50 nM MHC. Cold inhibition experiments (FIG. 26), limiting MHC concentrations, revealed that the binding was readily inhibitable by excess unlabeled peptide, with an apparent KD of 30 and 60 nM, respectively. Further Scatchard experiments verified values of 136 nM and 28 nM, respectively. The apparent % of available receptor (active MHC) were 8.3% and 7.4%, respectively (FIG. 13A and FIG. 13B). On the basis of these data, peptide 979.02 was arbitrarily selected as standard label indicator for A24 assays. Furthermore, on the basis of the data herein described, we also conclude that the goal of establishing an A24-specific binding assay has been accomplished. In conclusion, specific assays for the five major HLA alleles have been described.


Example 27
Expansion of HLA A Motifs

Establishing in vitro binding assays allows one to readily quantitate in vitro the binding capacity of various synthetic peptides to the various alleles of interest (HLA A1, A2, A3, A11, and A24). This allows verification of the correctness of the motifs by means of peptides carrying the various HLA A motifs for their capacity to bind purified HLA molecules. Typically, peptides were synthesized with specific HLA motifs embedded in a neutral backbone composed of only alanine residues. In some cases, a K residue was also introduced within the sequence, with the purpose of increasing solubility. The use of such “neutral” poly A backbones, as applied to the case of class II molecules, has been described in detail, for example, by Jardetzky et al., (Jardetzky et al., EMBO J., 9(6):1797, 1990)


For example, in the case of A3.2, a motif has been defined with a hydrophobic residue in position 2 and a positive charge (K) in position 9. Thus, to verify that the presence of these two anchor residues would allow, in the context of a poly A backbone, for A3.2 binding, the poly A analog with the sequence AMAAAAAAK (SEQ ID NO:5229) was synthesized (TABLE 88).


Similarly, other peptides carrying other HLA motifs were also synthesized and tested for HLA binding. It was found that in all cases, the presence of the specific HLA motifs was conducive to binding to the relevant HLA allele, with estimated KD comprised of between 125 and 2.8 nM. In most cases, the binding was also absolutely specific, in that no binding was detected to irrelevant alleles. Only two exceptions to this general rule were observed. Firstly, A3 and A11 peptides crossreacted extensively with each other, perhaps as could have been expected by the fact that the motifs for these two alleles are remarkably similar. Second, some A1 peptides crossreacted, albeit with much lower affinities, on A11 and A3.2.


To further define the structural requirements for the interaction between peptide epitopes and various class I alleles of interest, analogs of 10 residues in length of some of the 9 residue peptides shown in TABLE 88 were synthesized (TABLE 89). These analogs were generated by inserting an additional Ala residue within the poly A backbone, so that the anchor residues are not located in positions 2 and 10 (as opposed to 2 and 9 in the previous table). The results obtained illustrate that motifs of 10 residues are also capable of specifically binding to the relevant class I alleles, albeit with a slightly lower efficiency.


In summary, these data confirm that both 9-mer and 10-mer peptides which contain the appropriate motifs can bind HLA. On the basis of these data, 8-mer or 11-mer peptides should also be capable of binding, even if perhaps with lower affinities.


The data described above show that the presence of certain residues in the anchor positions does allow (at least in a “neutral” poly A backbone) for HLA binding. To investigate to what degree other amino acids (for example, chemically related amino acids) might be tolerated in these crucial anchor positions, analogs of some of the poly A peptides from TABLE 88 were synthesized, in which the residue present in position 2 (or 3) or 9 was varied. The results of this analysis are shown in TABLE 88, TABLE 89, TABLE 90, TABLES 91-92, TABLES 93-94, TABLE 95, and TABLE 96.


In the case of A3.2 (TABLE 90), in position 2, L, M, I, V, S, A, T, and F were found to be preferred (binding ≧0.1 relative to previously defined anchor residues), while C, G, and D were permitted (binding ≧0.01 to 0.1 relative to previously defined anchor residues). The substitution of E, because of its similarity to D, in this position should also be tolerated. In position 9, K, R, and Y were preferred. Because of a similarity in nature, that H and F should also be preferred. No other residue was tolerated in position 9 for A3 binding.


In the case of A11 (TABLES 91-92), the preferred residues in position 2 were L, M, I, V, A, S, T, G, N (L and Q by similarity). Tolerated were C, F, D (and E by similarity). In position 9, K was preferred and R was tolerated. H should also be tolerated by similarity.


In the case of A24 (TABLES 93-94), Y and F were preferred in position 2 (and W by similarity); no other residue was tolerated. In position 9, F, I, and L were preferred (and W and M by extension). No other residue was tolerated.


In the case of A1, three different anchor residues had previously been defined. The results shown in the preceding section show that they act independently of each other (i.e., that two out of three anchors would be sufficient for binding). This is indeed the case. For this reason, analogs containing two anchors were synthesized to define what residues might be preferred or tolerated in each position. The data shown in Table 18 show that in position 2, T, S, and M are preferred, and no other residue is tolerated. In position 3 (TABLE 96), D and E are preferred, and A,S (and T by similarity) are tolerated. Finally, in position 9, only Y is preferred, and no other residue appears to be tolerated (TABLE 96).


Thus, on the basis of the data, it is concluded that peptides carrying any combination of two preferred residues can bind. Peptides containing “imperfect” motifs, i.e., carrying a preferred residue at one position and a tolerated one at the other anchor position, should also be capable of binding, even if with somewhat lower affinity. Using the motifs of this invention for various MHC class I alleles amino acid sequences from various viral and tumor-related proteins were analyzed for the presence of motifs. The results of this motif analysis are shown in TABLES 112-122.


Example 28
Validation of HLA Peptide Binding Motifs with an Unbiased Set of HPV 16 Peptides

Human Papillomaviruses (HPVs) are implicated in the etiology of cervical cancer (Pfister, H. (1974) Biology and biochemistry of papillomaviruses, Rev. Physiol. Biochem., 99:111; zur Hausen, H. (1991). Human papillomaviruses in the pathogenesis of anogenital cancer. Virology. 184:9) and in up to 10% of total mortality due to cancer worldwide (zur Hausen, H. (1991). Viruses in Human Cancers, Science, 254:1167). Cervical cancer is the second most common cause of cancer-related death in females worldwide (Parkin, D. M., Laara, E., and Muir, C. S. (1988), Estimates of the worldwide frequency of sixteen major cancers in (1980), Int. J. Cancer, 41:184). HPV DNA is present in more than 90% of the cervical carcinomas and predominantly of the HPV 16 genotype (Resnick, R. M., Cornelissen, M. T., Wright, D, K., Eichinger, G. H., Fox, H. S., ter Schegget, J., and Manos, M. M. (1990). Detection and typing of human papillomavirus in archival cervical cancer specimens by DNA amplification with consensus primers. J. Natl. Cancer Inst.; Van den Brule, A. J. C., Walboomers, J. M. M., du Maine, M., Kenemans, P., and Meijer, C. J. L. M. (1991). Difference in prevalence of human papillomavirus genotypes in cytomorphologically normal smears is associated with a history of cervical intraepithetal neoplasia, Int. J. Cancer, 48:404). The ability of HPV 16 early region 6 and 7 (E6, E7) open reading frames to in vitro immortalize rodent cells (Yasumoto, S., Burkhardt, A. L., Doniger, J., and DiPaolo, J. A. (1986). Human Papillomaviruses type 16 DNA induced malignant transformation of NIH3T3 cells. J. Virol., 57:572) and human keratinocytes (Pirisi. L., Yasumoto, S., Feller, M., Doniger, J., and DiPaolo, J. A. (1987). Transformation of human fibroblasts and keratinocytes with human papillomavirus type 16 DNA. J. Virol., 61:1061) and to transform human fibroblasts (Smits, H. L., Raadsheer, E., Rood, I., Mehendale, S., Slater, R. M., van der Noordaa, J., and ter Schegget, J. (1988). Induction of anchorage-independent growth of human embryonic fibroblasts with a deletion in the short arm of chromosome 11, J. Virol. 62:4538) suggests direct involvement of HPV 16 in the multi-step process of cervical carcinogenesis.


In general T cell immunity, in particular mediated by cytotoxic T lymphocytes (CTL) is important in the defense against virus-induced tumors (Melief, C. J. (1992). Tumor eradication by adoptive transfer of cytotoxic T lymphocytes, Adv. Cancer Res., 58:143; Melief, C. J., and Kast, W. M. (1992). Lessons from T cell responses to virus induced tumors for cancer eradication in general, Cancer Surv., 13:81). Recently in a mouse model, it was reported that some degree of protection against HPV 16 E7 expressing tumors can be obtained with CTL after immunization with HPV 16 E7 expressing cells (Chen. L., Thomas, E, K., Hu, S. L., Hellstrom, I., and Hellstrom, K. E. (1991). Human papillomavirus type 16 nucleoprotein E7 is a tumor rejection antigen, Proc. Natl. Acad. Sci., 88:110; Chen, L., Ashe, S., Brady, W. A., Hellstrom, I., Hellstrom, K. E., Ledbetter, J. A, McGowan, P., and Linsley, P. S. (1992). Costimulation of Antitumor immunity by the B7 counterreceptor for the T lymphocyte molecules CD28 and CTLA-4. Cell. 71:1093). In vivo protection by CTL was recently shown in mouse models in which synthetic peptides containing CTL epitopes were used for efficient priming of mice against virus infections (Schulz, M., Zinkernagel, R. M., and Hengarter, H. (1991). Peptide-induced antiviral protection by cytotoxic T cells, Proc. Natl. Acad. Sci., USA, 88:991; Kast, W. M., Roux, L., Curren, J., Blom, H. J. J., Voordouw, A. C., Meleon, R. H., Kolakofski, D., and Melief, C. J. M. (1991). Protection against lethal Sendai virus infection by in vivo priming of virus-specific cytotoxic T lymphocytes with an unbound peptide, Proc. Natl. Acad. Sci., USA, 88:2283). Moreover in a mouse model it has now been shown that complete protection against HPV 16 induced tumors can be achieved by peptide vaccination with a CTL epitope derived from the viral oncogene E7.


The HPV 16 E6 and E7 gene products are the most desirable target antigens for vaccination against HPV 16 induced tumors. Both are retained and highly expressed in HPV 16-transformed cancer cells in vivo (Baker, C. J., Phelps, W. C., Lindgren, V., Braun, M. J., Gonda, M. A., and Howley, P. M. [1987]. Structural and transcriptional analysis of human papillomavirus type 16 sequences in cervical carcinoma cell lines, J. Virol., 61:962; Smotkin, D., and Wettstein, F. O. [1986]. Transcription of human papillomavirus type 16 early genes in a cervical cancer and cancer-derived cell line and identification of the E7 protein, Proc. Natl. Acad. Sci., USA, 83:4680) and involved in the induction and maintenance of cellular transformation in vitro (Crook, T., Morgenstern, J. P., Crawford, L., and Banks, L. [1989]. Continued expression of HPV-16 E7 protein is required for maintenance of the transformed phenotype of cells co-transformed by HPV-16 plus EJ ra,. EMBO J., 8:513; Hawley-Nelson, P., Vousden, K. H., Hubbert, N. L., Lowy, D. R., and Schiller, J. T. [1989]. HPV 16 E6 and E7 proteins cooperate to immortalize human foreskin keratinocytes, EMBO J., 8:3905). Dependence of in vitro growth of cell lines derived from cervical cancers on the expression of E6 and E7 emphasizes involvement of these oncogenes in maintenance of the phenotype of cervical carcinoma cell lines (Von Knebel Doeberitz, M, Bauknect, T., Bartch, D., and zur Hausen, H. [1991]. Influence of chromosomal integration on glucocorticoid-regulated transcription of growth-stimulation papillomavirus genes E6 and E7 in cervical carcinoma cells, Proc. Natl. Acad. Sci., USA, 88:1411). To determine the CTL epitopes and potential vaccine candidates of HPV 16 for humans, we screened peptides spanning the HPV 16 E6 and E7 protein sequences for their ability to bind to the most frequent human MHC molecules, namely HLA-A1, A3.2, A11.2 and A24. Combined these five alleles will cover about 90% of the world population (Dupont, B., ed. [1987]. Immunology of HLA Vol. I Histocompatibility Testing, Springer-Verlag, New York).


A complete set of 240 overlapping synthetic peptides of 9 aa length and 8 aa overlap covering the entire HPV 16 E6 and E7 oncogene sequences were synthesized. The peptides were tested for their ability to bind the aforementioned HLA molecules in the binding assay described above. The results of this analysis show the relative affinity of all peptides for the respective HLA alleles and reveal the possible candidate CTL epitopes for use in peptide based vaccines for humans in TABLE 98, TABLE 99, TABLE 100, and TABLE 101.


The results confirm that peptide binding motif described in this invention for the aforementioned HLA alleles predict which peptide of a protein is likely to bind into the groove of a specified HLA molecule. Since we used a large and unbiased set of peptides, the results of the peptide binding analyses were used to evaluate the value of these motifs both for their predictive capacities and the necessity to have particular anchor aa residues on positions 2, (3) and 9 in a peptide.


Peptides. Peptides were generated by solid phase strategies on a multiple peptide synthesizer (Abimed AMS 422) by repeated cycles in which addition of Fmoc protected amino acids to a resin of polystyrene was alternated with a Fmoc-deprotection procedure (Gausepohl, H., Kraft, M., Boulin, Ch., and Frank, R. W. [1990]. Automated multiple peptide synthesis with BOP activation. in Proc. of the 11th American peptide symposium. J. E. Rivier and G. R. Marshall, Ed. ESCOM, Leiden. 1003-1004). The peptides all carrying a COOH group at the C-terminal end, were cleaved from the resin and side chain protective groups were removed by treatment with aqueous TFA. Peptides were analyzed by reversed phase HPLC lyophilized and dissolved at a concentration of 1 mg/ml in phosphate-buffered saline with 3% DMSO (Sigma, St. Louis, Mo. 63175) before use. Once dissolved, the peptides were stored at −70° C. Since cysteine containing peptides are susceptible to (air) oxidation during synthesis and handling, these peptides were synthesized with an alanine instead of a cysteine.


Identification of Peptides from HPV 16 E6 and E7 Proteins that Bind to Different HLA-A Alleles.


A complete set of 240 peptides of 9 aa in length and overlapping by 8 aa, covering the sequences of the entire HPV 16 E6 and E7 proteins, was tested for binding to 5 different HLA-A molecules.


The results of this analysis are depicted in TABLE 98, TABLE 99, TABLE 100, and TABLE 101. TABLE 98 describes the peptides of HPV 16 that bound to HLA-A1 molecules. All peptides were tested. Listed are only peptides yielding ratio values of 0.001. It can be seen that 2 peptides bound with high affinity to this molecule (>0.1), 6 with intermediate affinity (0.1-0.01) and 1 with low affinity (0.01-0.001). Peptides were ranked by ratio value to allow comparison of data obtained in different experiments. To calculate the concentration of a peptide necessary to yield a 50% inhibition dose (IC50) one has to divide the value of the standard IC50 by the ratio. For example, peptide E6-80 has an IC50 of 23 nM (81/3.5).


TABLE 99 describes the peptides that bound to HLA-A3.2 molecules. Seven peptides were identified as high affinity binders, 6 as intermediate affinity binders and 13 as low affinity binders. TABLE 100 describes the peptides that bound to HLA-A11.2 molecules. Six high affinity peptides were identified, 4 intermediate affinity binders and 10 low affinity binders. Two high affinity binding peptides (E6-59 IVYRDGNPY (SEQ ID NO:6071) and E6-80 ISEYRHYAY (SEQ ID NO:6072)) and two weak affinity binding peptides with a Y at the 9th position (E6-42 QQLLRREVY (SEQ ID NO:6022), E6-69 VADKALKFY (SEQ ID NO:6077)) were identified for HLA-A11.2 Considering the high binding strength of the first two peptides and the similarity between the HLA-A11.2 motif and the HLA-A3.2 motif in which Y's are preferred at the 9th aa position, tyrosines should be included at the 9th position in the HLA-A11.2 motif. Comparing TABLE 105 and TABLE 106, it is clear that there is a large overlap of peptides that bound to both A3.2 and A11.2 molecules. Eighteen out of 28 E6 and E7 peptides binding to these two HLA molecules overlapped and only 8 peptides were unique for HLA-A3.2 and 2 peptides unique for HLA-A11.2.


Finally, TABLE 107 describes the peptides that bound to HLA-A24 molecules. Here 2 peptides were identified as high affinity binding peptides, 5 as intermediate affinity binding peptides and 5 as low binding peptides. One high affinity peptide (E6-72 KALKFYSKI (SEQ ID NO:6105)) and one intermediate affinity peptide (E7-49 RAHYNIVTF (SEQ ID NO:6107)) were identified, indicating that an A at the second position should be allowed in the HLA-A24 motif. All these inclusions are indicated in TABLE 102. In analyzing TABLE 69, TABLE 70, TABLE 71, TABLE 72, and TABLE 73, it can be concluded that between 2 and 7 high affinity binding peptides were identified for all of the tested HLA-A molecules. Occasionally some peptides were binding to more alleles. Three peptides (E6-7, E6-37 and E6-79), bound to HLA-A2.1, A3.2 and A11.2. One peptide (E6-38) bound to HLA-A3.2, A11.2 and A24 and two peptides (E6-69 and E6-80) bound to HLA-A1, A3.2 and A11.2. But these crossreactive peptides bound only weakly to one or more of the different HLA molecules. In general, however, it can be concluded that, except for HLA-A3.2 and HLA-A11.2 molecules, almost all HLA molecules bind unique peptides.


Validation of HLA-A Peptide Binding Motifs with an Unbiased Set of HPV 16 E6 and E7 Peptides.


We analyzed how well the motifs for anchor positions described in this invention predicted the binding of a peptide, and also the reverse: how well binding peptides followed the identified motifs. For this, peptides were ranked as high binders, intermediate binders, weak binders, and negative binders and for each peptide the motif prediction based on the anchor motif rules of Table 74 were analyzed. The overall efficiency of the 2, (3), and 9 anchor motifs was then calculated and this is summarized in TABLE 102. It can be concluded that the motifs described above for the different HLA-A molecules are quite accurate. One hundred percent of the HLA-A1, A3.2, and A24 high binders would be predicted as well as 67% of the HLA-11.2. Even for the intermediate binders between 40 and 100% would be predicted depending on the HLA-A molecule analyzed. Furthermore, the percent of weak binding peptides that would be predicted is low and the percent of those peptides that were predicted to bind but actually did not bind is very low for all these alleles.


Analyzed differently, of the 12 peptides predicted to bind to HLA-A1 actually 5 bound with high or intermediate affinity. This indicates that only a few peptides would have to be made to find these potential CTL epitopes. The figures for HLA-A3.2, A11.2, and A24 were 10/32, 7/26, and 4/7, respectively. This implies that the predictive value for all of these alleles is good. Besides a small number of peptides that had not been predicted by the recently described motifs, the (−) in TABLE 104, TABLE 105, TABLE 106, and TABLE 107, a number of peptides that were predicted by the 2, (3) and 9 anchor motifs did not bind, indicating that having the right anchor residues is not always sufficient for binding and implicating that non-anchor residues can make negative contributions to the binding of a peptide.


Example 29
Presence of a Motif is Necessary but not Sufficient for High Affinity Class I Binding

To investigate further how the presence of different motifs might influence the capacity of different peptides to bind to the relevant HLA alleles, the sequences of various potential target molecules were scanned for the presence of motif-containing peptides. The peptides thus identified were synthesized and tested for binding. It was found (TABLE 97) that in the case of A3.2, only 39 (19%) of the 205 peptides bound with high affinity in the 1 to 50 nM range. 22.4% of them bound with intermediate affinities (in the 50 to 500 nM range), while 34.6% bound weakly (in the 500 nM to 50 μM range). Finally, 23.9% of them did not bind at all, at least up to the 50 íM level. In the case of A11, 33 (33%) of the 100 peptides bound with high affinity in the 1 to 50 nM range. 35% of them bound with intermediate affinities (in the 50 nM range), while 24% bound weakly (in the 500 nM to 50 μM range). Finally, 8% of them did not bind at all, at least up to the 50 μM level.


Similar results were also obtained (data not shown) in the case of A1 and A24.


The same type of analyses were also performed in the case of 10-mer peptides carrying either the A3.2, and A11 motifs (TABLE 109 and TABLE 110). It was found that in these cases, the frequency of good binders was even lower (17.5%, and 29.8%, respectively). These data confirm the fact that motif-containing 10-mer peptides can indeed bind, albeit with, in general, reduced affinity.


In summary, the data shown in this section clearly show that the presence of the correct anchor residues is not sufficient per se to allow for good HLA binding. It is thus apparent that the nature of the residues contained in positions other than 2(3) and 9 (or 10) can influence binding. The most likely explanation of this observation is that the presence of certain residues (in positions other than 2 and 9) can negate or increase the binding potential of a peptide determinant.


The data shown in the preceding sections describe how specific binding assays can be used to identify, within motif-containing peptides, peptides that are immunogenic. We also wanted to devise an alternative strategy, namely to derive procedures that would be able to predict, within motif-containing peptides, which peptides might be good or intermediate binders and thereby might be immunogenic. In other experiments not shown intermediate or good binders have been shown to be immunogenic. In particular, to identify residues that have a negative impact on binding an analysis of all positions for A3.2, A11, and all motif-containing peptides, both 9-mers and 10-mers is carried out. In the case of A11, because of the small occurrence of nonbinding peptides, a different cutoff was used such that the analysis compares good and intermediate binders on the one hand to weak and nonbinders on the other.


Example 30
Specificity and Cross-Reactivity of HLA Binding

Peptide sequences capable of binding the most common HLA alleles have been identified in previous studies. However, a large number of monospecific epitopes would be required to provide substantial coverage of all ethnic groups. In contrast, the alternative approach of identifying broadly crossreactive motifs (supermotifs) has the potential of covering a similar proportion of the population using just two or three motifs. TABLE 28 shows a hypothetical population coverage achieved by each of the different motif types or combinations of motif types, using known and predicted motifs.


To explore specificity and cross-reactivity of HLA binding in more detail, a panel of HLA-A and B restricted T cell epitopes was tested for binding in the assays described in Examples 1 & 2, above. It was found (TABLE 26) that the majority of the peptides were good or intermediate binders to the appropriate restriction element. The binding, in general, was allele-specific. Similar data were obtained with a panel of HLA-B naturally processed peptides (TABLE 27), in which it was found that 12 of 12 peptides were good binders to the relevant restriction element. In addition, however, some cross-reactivities were detected, particularly in the case of alleles which had overlapping motifs.


For example, a high degree of cross-reactivity was noted between A3.2 and A11 (shaded areas, TABLE 26). The cross-reactivity seen between B7 and B8 with the B8 epitope 1054.05 can be explained by the fact that this peptide has the motif for both B7 and B8. The B7 motif is proline in position 2 and small hydrophobics at the C-terminal. B8 recognized residues with basic charges (R,K) in positions 3 and 5, and small hydrophobics at the C-terminal. These data demonstrate that 1) in general, for both the A and B isotypes, the binding is rather specific; and 2) occasional cross-reactivities exist and can usually be explained by either shared motifs or the presence within a single peptide of more than one motif.


The data available thus far have defined a set of motifs which are summarized in Table 28. Three motifs are shared by multiple alleles (identified as types C, D, and F in TABLE 28). Alleles of type C have hydrophobic residues at position 2 and at the C-terminus; alleles of type D have hydrophobic residues at position 2, with positively charged residues (R,K) at the C-terminus; and alleles of type F have proline at position 2, with hydrophobic residues at the C-terminus. Coverage of a significant fraction of the population is achieved by identifying peptides which bind to the alleles listed in TABLE 28 for the C, D, and F “supermotifs.”


Example 31
Prediction of Alleles Binding the Major Motif Supermotifs

Further analysis of the crossreactivity observed between A3, A11, A31, and Aw68 was made by assessing the similarities of these HLA molecules in the residues that make up the B and F binding pockets involved in the interactions with position 2 and the C terminal residue of the peptides which bind these molecules. When this analysis was performed, a high degree of similarity between these alleles becomes evident (see, Matsumura, M., et al., Science, 257:927 1992 for a discussion of the structure of the peptide binding pockets in the groove of MHC Class I molecules). TABLES 29 and 30 shows the residues which constitute the F or C-terminal pocket for these alleles. The residues are completely conserved in all four alleles, and experimental data have indicated that each of these alleles recognized basic residues (R,K) at the C-terminus of peptides. B27, an allele which also recognizes basic residues at the C-termini of peptides, differs from A3, A11, A31, and Aw68 by only a single residue, a conservative isoleucine to leucine difference.


These striking similarities can be contrasted with the sequences of HLA molecules which do not share the basic charge C-terminal motif. Further similarities between A3, A11, A31 and Aw68 are also seen in the B pocket (TABLE 31), where they also share overlapping motifs (hydrophobics and threonine).


Remarkable motif similarities are demonstrated by the preference of many HLA-B (B7, B14, B35, B51, B53, and B54) and HLA-C(Cw4, Cw6, and Cw7) alleles for proline in position 2. An analysis of the B pocket of the HLA-B alleles is shown in TABLE 33, and reveals that they all share similar B pockets, having the same or conservatively different (i.e., N/Q) residues in positions 9, 63, 66, and 70. Interestingly, in addition to sharing a motif based on proline in position 2, all of these alleles prefer hydrophobic residues (F of LIV) in position 9. If further alleles could be identified which have motifs fitting the three basic patterns (C, D, and F), it would allow exploitation of crossreactivity using peptides already developed. Crossreactive alleles could be identified by two different approaches. In the first approach, one could establish assays for a large panel of different alleles and empirically determine which motifs fit the various supermotifs. In the second approach, one could attempt to predict a priori crossreactivity based on pocket structure. The analysis discussed above, which compared and contrasted the binding pockets of alleles which share similar B pockets and motifs, or similar F pockets and motifs with alleles which have different motifs, supports the notion that sharing similar pockets will result in the sharing of similar motifs. If this assumption is true, a number of assays for which cell lines are readily available could be explored (TABLE 32). These alleles all have B and F pockets, which suggests that their motifs might fit into one of the motif types defined in TABLE 28.


Example 32
Peptide Binding to B54

To experimentally address the feasibility of increasing allele coverage by a priori selecting alleles which are likely to crossreact, we have examined B54, which is present in about 10% of the Asian population. Sequence analysis of the B pocket of B54 suggested a close similarity to B35, B51, and B53 (TABLE 33), B54 differing from the other alleles fairly conservatively at three positions. Most interestingly, the polar residues at positions 9, 63, and 70, which are invariable amongst Pro2 preferring alleles (i.e., alleles to which peptides comprising the B7-like-supermotif bind) and, we speculate, may be crucial for “proline-ness,” were completely invariant. The F pocket of B54 shares the S, N, L triplet at positions 77, 80, and 81 with B7, B8, and B35, and carries a pair of hydrophobic residues at positions 95 and 116, as do these other B alleles. B7, B8, and B35 all prefer peptides with hydrophobic C-terminals.


The analysis discussed above suggested that B54 might recognize peptides carrying a Pro2-hydrophobic-c-terminal motif (i.e., a B7-like-supermotif). To test this hypothesis, we analyzed whether the B35 binding B35CON2 peptide (Cytel number 1021.05; sequence FPFKYAAAF (SEQ ID NO:1369)) could bind to B54. Indeed, excellent binding was detected, with an estimated Kd in the 5 nM range. Thus, a high affinity ligand was selected for B54 based on B and F pocket structural analysis without any previous knowledge of a specific motif. These data illustrate how it may be possible to select, a priori, alleles which have the potential for extensive crossreactivity and thus cover a large segment of the population.


Example 33
Binding of Peptides to B7-Like Supermotif HLA Alleles

Peptides bearing the B7-like supermotif were tested for binding to purified HLA molecules of some of the alleles sharing the B7-like specificity. The binding assay was performed as described in Example 2. TABLE 35 shows the binding to HLA-B*0701, B*3501, B*3502, B*3503, and B*5401 of a set of peptides reported in the literature to be restricted or naturally bound to various HLA-B alleles.


TABLE 36 shows the binding of a set of 124 9-mer and 124 10-mer B7-like supermotif bearing peptides of various viral and bacterial origin to HLA-B*0701, B*3501, B*5301, and B*5401. In general, immunogenicity is correlated with binding affinity in that peptides which bind MHC with affinities of 500 nM or less show greater immunogenicity.


As shown in TABLE 35 and TABLE 36, there are peptides which are capable of binding to more than one allele, demonstrating that molecules of the defined B7-like supermotif family are indeed capable of binding overlapping sets of peptides. To date, approximately 10 peptides capable of over 25% (at minimum) population coverage, as defined through its binding to any B7-like allele(s), have been identified (Table 106). HBV, HIV, HCV, Mage 2, Mage 3, and P. falciparum are each represented by at least one cross-reactive binder.


The basis for the observed cross-reactivity was examined by first establishing for four alleles, B*0701, B*3501, B*5301, and B*5401, their individual secondary anchor motifs (FIG. 3). From the individual motifs, a B7-like cross reactive motif is comprised of all residues which are positive secondary anchors for at least 2 of the four alleles examined. In its negative aspect, the motif excludes peptides bearing residues at certain positions which are detrimental influences on binding for at least 2 of the four alleles examined. As shown in TABLE 37, the B7-like cross-reactive supermotif allows the improved prediction of peptides which will be capable of binding to 2 or more alleles of the B7-like superfamily.


Example 34
Ex Vivo Induction of Cytotoxic T Lymphocytes (CTL)

Peripheral blood mononuclear cells (PBMC) are isolated from an HLA-typed patient by either venipuncture or apheresis (depending upon the initial amount of CTLp required), and purified by gradient centrifugation using Ficoll-Paque (Pharmacia). Typically, one can obtain one million PBMC for every ml of peripheral blood, or alternatively, a typical apheresis procedure can yield up to a total of 1-10×1010 PBMC.


The isolated and purified PBMC are co-cultured with an appropriate number of antigen presenting cell (APC), previously incubated (“pulsed”) with an appropriate amount of synthetic peptide (containing the HLA binding motif and the sequence of the antigen in question). PBMC are usually incubated at 1-2×106 cells/ml in culture medium such as RPMI-1640 (with autologous serum or plasma) or the serum-free medium AIM-V (Gibco).


APC are usually used at concentrations ranging from 1×104 to 2×105 cells/ml, depending on the type of cell used. Possible sources of APC include: 1) autologous dendritic cells (DC), which are isolated from PBMC and purified as described (Inaba, et al., J. Exp. Med. 166:182 (1987)); and 2) mutant and genetically engineered mammalian cells that express “empty” HLA molecules (which are syngeneic [genetically identical] to the patient's allelic HLA form), such as the, mouse RMA-S cell line or the human T2 cell line. APC containing empty HLA molecules are known to be potent inducers of CTL responses, possibly because the peptide can associate more readily with empty MHC molecules than with MHC molecules which are occupied by other peptides (DeBruijn, et al., Eur. J. Immunol. 21:2963-70 (1991)).


In those cases when the APC used are not autologous, the cells will have to be gamma irradiated with an appropriate dose (using, e.g., radioactive cesium or cobalt) to prevent their proliferation both ex vivo, and when the cells are re-introduced into the patients.


The mixture cultures, containing PBMC, APC and peptide are kept in an appropriate culture vessel such as plastic T-flasks, gas-permeable plastic bags, or roller bottles, at 37° centigrade in a humid air/CO2 incubator. After the activation phase of the culture, which usually occurs during the first 3-5 days, the resulting effector CTL can be further expanded, by the addition of recombinant DNA-derived growth factors such as interleukin-2 (IL-2), interleukin-4 (IL-4), or interleukin-7 (IL-7) to the cultures. An expansion culture can be kept for an additional 5 to 12 days, depending on the numbers of effector CTL required for a particular patient. In addition, expansion cultures may be performed using hollow fiber artificial capillary systems (Cellco), where larger numbers of cells (up to 1×1011) can be maintained.


Before the cells are infused into the patient, they are tested for activity, viability, toxicity and sterility. The cytotoxic activity of the resulting CTL can be determined by a standard 51Cr-release assay (Biddison, W. E. 1991, Current Protocols in Immunology, p′7, 17.1-7.17.5, Ed. J. Coligan et al., J. Wiley and Sons, New York), using target cells that express the appropriate HLA molecule, in the presence and absence of the immunogenic peptide. Viability is determined by the exclusion of trypan blue dye by live cells. Cells are tested for the presence of endotoxin by conventional techniques. Finally, the presence of bacterial or fungal contamination is determined by appropriate microbiological methods (chocolate agar, etc.). Once the cells pass all quality control and safety tests, they are washed and placed in the appropriate infusion solution (Ringer/glucose lactate) and infused intravenously into the patient.


Example 35
Assays for CTL Activity

1. Peptide Synthesis.


Peptide syntheses were carried out by sequential coupling of N-á-Fmoc-protected amino acids on an Applied Biosystems (Foster City, Calif.) 430A peptide synthesizer using standard Fmoc coupling cycles (software version 1.40). All amino acids, reagents, and resins were obtained from Applied Biosystems or Bachem. Solvents were obtained from Burdick & Jackson. Solid-phase synthesis was started from an appropriately substituted Fmoc-amino acid-Sasrin resin. The loading of the starting resin was 0.5-0.7 mmol/g polystyrene, and 0.1 or 0.25 meq were used in each synthesis. A typical reaction cycle proceeded as follows: 1) The N-terminal Fmoc group was removed with 25% piperidine in dimethylformamide (DMF) for 5 minutes, followed by another treatment with 25% piperdine in DMF for 15 minutes. The resin was washed 5 times with DMF. An N-methylpyrolidone (NMP) solution of a 4 to 10 fold excess of a pre-formed 1-hydroxybenzotriazole ester of the appropriate Fmoc-amino acid was added to the resin and the mixture was allowed to react for 30-90 min. The resin was washed with DMF in preparation for the next elongation cycle. The fully protected, resin bound peptide was subjected to a piperidine cycle to remove the terminal Fmoc group. The product was washed with dichloromethane and dried. The resin was then treated with trifluoroacetic acid in the presence of appropriate scavengers [e.g. 5% (v/v) water] for 60 minutes at 20° C. After evaporation of excess trifluoroacetic acid, the crude peptide was washed with dimethyl ether, dissolved in water and lyophilized. The peptides wee purified to >95% homogeneity by reverse-phase HPLC using H2O/CH3CN gradients containing 0.2% TFA modifier on a Vydac, 300 Å pore-size, C-18 preparative column. The purity of the synthetic peptides was assayed on an analytical reverse-phase column, and their composition ascertained by amino acid analysis and/or sequencing. Peptides were routinely dissolved in DMSO at the concentration of 20 mg/ml.


2. Media.


RPMI-1640 containing 10% fetal calf serum (FCS) 2 mM Glutamine, 50 íg/ml Gentamicin and 5×10−5M 2-mercaptoethanol served as culture medium and will be referred to as R10 medium.


RPMI-1640 containing 25 mM Hepes buffer and supplemented with 2% FCS was used as cell washing medium.


3. Rat Concanavalin A Supernatant.


The spleen cells obtained from Lewis rats (Sprague-Dawley) were resuspended at a concentration of 5×106 cells/ml in R10 medium supplemental with 5 μg/ml of ConA in 75 cm2 tissue culture flasks. After 48 hr at 37° C., the supernatants were collected, supplemented with 1% methyl-D-mannoside and filter sterilized (0.45 μm filter). Aliquots were stored frozen at −20° C.


4. LPS-Activated Lymphoblasts.


Murine splenocytes were resuspended at a concentration of 1-1.5×106/ml in R10 medium supplemented with 25 μg/ml LPS and 7 μg/ml dextran sulfate in 75 cm2 tissue culture flasks. After 72 hours at 37° C., the lymphoblasts were collected for use by centrifugation.


5. Peptide Coating of Lymphoblasts.


Coating of the LPS activated lymphoblasts was achieved by incubating 30×106 lymphoblasts with 100 μg of peptide in 1 ml of R10 medium for 1 hr at 37° C. Cells were then washed once and resuspended in R10 medium at the desired concentration for use in in vitro CTL activation.


6. Peptide Coating of Jurkat A2/Kb Cells.


Peptide coating was achieved by incubating 10×106 irradiated (20,000 rads) Jurkat A2.1/Kb cells with 20 μg of peptide in 1 ml of R10 medium for 1 hour at 37° C. Cells were washed three times and resuspended at the required concentration in R10 medium.


7. In Vitro CTL Activation.


One to four weeks after priming spleen cells (5×106 cells/well or 30×106 cells/T25 flask) were concultured at 37° C. with syngeneic, irradiated (3,000 rads), peptide coated lymphoblasts (2×106 cells/well or 10×106 cells/T25 flask) in R10 medium to give a final volume of 2 ml in 24-well plates or 10 ml in T25 flasks.


8. Restimulation of Effector Cells.


Seven to ten days after the initial in vitro activation, described in paragraph 7 above, a portion of the effector cells were restimulated with irradiated (20,000 rads), peptide-coated Jurkat A2/Kb cells (0.2×106 cells/well) in the presence of 3×106 “feeder cells”/well (C57B1/6 irradiated spleen cells) in R10 medium supplemented with 5% rat ConA supernatant to help provide all of the cytokines needed for optimal effector cell growth.


9. Assay for Cytotoxic Activity.


Target cells (3×106) were incubated at 37° C. in the presence of 200 μl of sodium 51Cr chromate. After 60 minutes, cells were washed three times and resuspended in R10 medium. Peptides were added at the required concentration. For the assay, 104 51Cr-labeled target cells wee added to different concentrations of effector cells (final volume of 200 μl) in U-bottom 96-well plates. After a 6-hour incubation period at 37° C., 0.1 ml aliquots of supernatant were removed from each well and radioactivity was determined in a Micromedic automatic gamma counter. The percent specific lysis was determined by the formula: percent specific release=100×(experimental release−spontaneous release)/(maximum release−spontaneous release). Where peptide titrations wee performed, the antigenicity of a given peptide (for comparison purposes) was expressed as the peptide concentration required to induce 40% specific 51Cr release at a given E:T.


Transgenic mice were injected subcutaneously in the base of the tail with an incomplete Freund's adjuvant emulsion containing 50 nM of the putative CTL epitopes containing the A2.1 motifs, and 50 nM of a hepatitis B core T helper epitope. Eight to 20 days later, animals were sacrificed and spleen cells were restimulated in vitro with syngeneic LPS lymphoblasts coated with the putative CTL epitope. A source of IL-2 (rat con A supernatant) was added at day 6 of the assay to a final concentration of 5% and CTL activity was measured on day 7. The capacity of these effector T cells to lyse peptide-coated target cells that express the A2 KB molecule (Jurkat A2 KB) was measured as lytic units. The results are presented in Tables 147 and 148.


The results of this experiment indicate that those peptides having a binding of at least 0.01 are capable of inducing CTL. All of the peptides in TABLES 181 and 182 having a binding of at least about 0.01 would be immunogenic.


Example 36
Algorithms to Identify Immunogenic Peptides

In light of results presented in the examples above, algorithms were developed to provide a more exact predictor of binding based upon the effects of different residues at each position of a peptide sequence, in addition to the anchor or conserved residues. More specifically, we utilize the data bank obtained during the screening of our collection of A1, 3, 11 or 24 motif-containing peptides to develop an algorithm for each particular allele which assigns a score for each amino acid at each position along a peptide. The score for each residue is taken as the ratio of the frequency of that residue in good and intermediate binders to the frequency of occurrence of that residue in nonbinders.


In the present algorithm residues have been grouped by similarity. This avoids the problem encountered with some rare residues, such as tryptophan, where there are too few occurrences to obtain a statistically significant ratio. A listing is made of scores obtained by grouping for each of the twenty amino acids by position for 9-mer peptides containing conserved residues that define their motif (2/9 motifs). A peptide is scored in the algorithm as a product of the scores of each of its residues.


The power of an algorithm to correlate with binding is further underlined by its ability to predict a population of peptides with the highest occurrence of good binders. If one were to rely, for example, solely on the 2/9 motif for predicting 9-mer peptides which bind to a specific MHC allele the large number of peptides containing the motif would be predicted to be good binders. In fact only a relatively small percentage of these peptides are good binders and a somewhat larger percentage are intermediate binders, while a still larger percentage of the peptides predicted by the motif are either weak or nonbinding peptides. In contrast, using the grouped algorithm of this invention a population of peptides are created with a greater percentage of good binders, a still greater percentage of intermediate binders, and a smaller percentage, relative to that predicted by motif-containing peptides, are weak and nonbinders.


The present example of an algorithm uses the ratio of the frequency of occurrence of an amino acid in binders and nonbinders to measure the impact of a particular residue at each position of a peptide. It is immediately apparent to one of ordinary skill in the art that there are alternative ways of creating a similar algorithm. For example, one could use average binding affinity values, or relative binding of single amino acid substitutions in a motif containing peptide with a poly-alanine backbone to generate an algorithm table.


An algorithm using average binding affinity has the advantage of including all of the peptides in the analysis, and not just good/intermediate binders and nonbinders. Moreover, it gives a more quantitative measure of affinity than the simpler group ratio algorithm. We have created such an algorithm by calculating for each amino acid, by position, the average log of binding when that particular residue occurs in our set of motif containing peptides. The algorithm score for a peptide is then taken as the sum of the scores by position for each of its residues.


Example 37
Analysis of the Immunogenicity of CTL and HTL Peptides

Class I and II antigen isolation was carried out as described in the related applications, noted above. Naturally processed peptides were then isolated and sequenced as described there. An allele-specific motif and algorithms were determined and quantitative binding assays were carried out.


Using the motifs identified above for HLA-A2.1 and other allele amino acid sequences from a number of antigens were analyzed for the presence of these motifs. TABLE 2 provides the results of these searches. The letter “J” represents norleucine.


Analyses of CTL and HTL responses against the immunogen, as well as against common recall antigens are commonly used and are known in the art. Assays employed included chromium release, lymphokine secretion and lymphoproliferation assays. Assays useful in these determinations are described in Current Protocols in Immunology, J. E. Coligan, et al., eds., John Wiley & Sons Press (2000), chapters 3, 4, 6, and 7.


In one embodiment, the appropriate antigen-presenting cells are incubated with 10-100 μM of peptide in serum-free media for 4 hours under appropriate culture conditions. The peptide-loaded antigen-presenting cells are then incubated with the responder cell populations in vitro for 7 to 10 days under optimized culture conditions. If screening for MHC class I presented peptides, positive CTL activation can be determined by assaying the cultures for the presence of CTLs that kill radiolabeled target cells, both specific peptide-pulsed targets as well as target cells expressing the endogenously processed form of the relevant virus or tumor antigen from which the peptide sequence was derived. If screening for MHC class II-presented peptides, positive HTL activation can be determined by assaying cultures for cytokine production or proliferation.


In one embodiment, prior to incubation of the stimulator cells with the cells to be activated, i.e., precursor CD8+ cells, an amount of antigenic peptide is added to the stimulator cell culture, of sufficient quantity to become loaded onto the human Class I molecules to be expressed on the surface of the stimulator cells. In the present invention, a sufficient amount of peptide is an amount that will allow about 200, and preferably 200 or more, human Class I MHC molecules loaded with peptide to be expressed on the surface of each stimulator cell. Preferably, the stimulator cells are incubated with >20 μg/ml peptide.


Resting or precursor CD8+ cells are then incubated in culture with the appropriate stimulator cells for a time period sufficient to activate the CD8+ cells. Preferably, the CD8+ cells are activated in an antigen-specific manner. The ratio of resting or precursor CD8+ (effector) cells to stimulator cells may vary from individual to individual and may further depend upon variables such as the amenability of an individual's lymphocytes to culturing for which the within-described treatment modality is used. Preferably, however, the lymphocyte:stimulator cell ratio is in the range of about 30:1 to 300:1. The effector/stimulator culture may be maintained for as long a time as is conditions and the nature and severity of the disease condition or other condition necessary to stimulate a therapeutically useable or effective number of CD8+ cells.


The induction of CTL in vitro requires the specific recognition of peptides that are bound to allele specific MHC class I molecules on APC. The number of specific MHC/peptide complexes per APC is crucial for the stimulation of CTL, particularly in primary immune responses. While small amounts of peptide/MHC complexes per cell are sufficient to render a cell susceptible to lysis by CTL, or to stimulate a secondary CTL response, the successful activation of a CTL precursor (pCTL) during primary response requires a significantly higher number of MHC/peptide complexes. Peptide loading of empty major histocompatability complex molecules on cells allows the induction of primary cytotoxic T lymphocyte responses. Peptide loading of empty major histocompatability complex molecules on cells enables the induction of primary cytotoxic T lymphocyte responses.


Since mutant cell lines do not exist for every human MHC allele, it is advantageous to use a technique to remove endogenous MHC-associated peptides from the surface of APC, followed by loading the resulting empty MHC molecules with the immunogenic peptides of interest. The use of non-transformed (non-tumorigenic), non-infected cells, and preferably, autologous cells of patients as APC is desirable for the design of CTL induction protocols directed towards development of ex vivo CTL therapies. This application discloses methods for stripping the endogenous MHC-associated peptides from the surface of APC followed by the loading of desired peptides.


A stable MHC class I molecule is a trimeric complex formed of the following elements: 1) a peptide usually of 8-10 residues, 2) a transmembrane heavy polymorphic protein chain which bears the peptide-binding site in its α1 and α2 domains, and 3) a non-covalently associated non-polymorphic light chain, β2 microglobulin. Removing the bound peptides and/or dissociating the β2 microglobulin from the complex renders the MHC class I molecules nonfunctional and unstable, resulting in rapid degradation. All MHC class I molecules isolated from PBMCs have endogenous peptides bound to them. Therefore, the first step is to remove all endogenous peptides bound to MHC class I molecules on the APC without causing their degradation before exogenous peptides can be added to then.


Two possible ways to free up MHC class I molecules of bound peptides include lowering the culture temperature from 37° C. to 26° C. overnight to destablize β2 microglobulin and stripping the endogenous peptides from the cell using a mild acid treatment. The methods release previously bound peptides into the extracellular environment allowing new exogenous peptides to bind to the empty class I molecules. The cold-temperature incubation method enables exogenous peptides to bind efficiently to the MHC complex, but requires an overnight incubation at 26° C. which may slow the cell's metabolic rate. It is also likely that cells not actively synthesizing MHC molecules (e.g., resting PBMC) would not produce high amounts of empty surface MHC molecules by the cold temperature procedure.


Harsh acid stripping involves extraction of the peptides with trifluoroacetic acid, pH 2, or acid denaturation of the immunoaffinity purified class I-peptide complexes. These methods are not feasible for CTL induction, since it is important to remove the endogenous peptides while preserving APC viability and an optimal metabolic state which is critical for antigen presentation. Mild acid solutions of pH 3 such as glycine or citrate-phosphate buffers have been used to identify endogenous peptides and to identify tumor associated T cell epitopes. The treatment is especially effective, in that only the MHC class I molecules are destabilized (and associated peptides released), while other surface antigens remain intact, including MHC class II molecules. Most importantly, treatment of cells with the mild acid solutions does not affect the cell's viability or metabolic state. The mild acid treatment is rapid since the stripping of the endogenous peptides occurs in two minutes at 4° C. and the APC is ready to perform its function after the appropriate peptides are loaded. The technique is utilized herein to make peptide-specific APCs for the generation of primary antigen-specific CTL. The resulting APC are efficient in inducing peptide-specific CD8+ CTL.


Activated CD8+ cells may be effectively separated from the stimulator cells using one of a variety of known methods. For example, monoclonal antibodies specific for the stimulator cells, for the peptides loaded onto the stimulator cells, or for the CD8+ cells (or a segment thereof) may be utilized to bind their appropriate complementary ligand. Antibody-tagged molecules may then be extracted from the stimulator-effector cell admixture via appropriate means, e.g., via well-known immunoprecipitation or immunoassay methods.


Effective, cytotoxic amounts of the activated CD8+ cells can vary between in vitro and in vivo uses, as well as with the amount and type of cells that are the ultimate target of these killer cells. The amount will also vary depending on the condition of the patient and should be determined via consideration of all appropriate factors by the practitioner. Preferably, however, about 1×106 to about 1×1012, more preferably about 1×108 to about 1×1011, and even more preferably, about 1×109 to about 1×1010 activated CD8+ cells are utilized for adult humans, compared to about 5×106-5×107 cells used in mice.


Preferably, as discussed above, the activated CD8+ cells are harvested from the cell culture prior to administration of the CD8+ cells to the individual being treated. It is important to note, however, that unlike other present and proposed treatment modalities, the present method uses a cell culture system that is not tumorigenic. Therefore, if complete separation of stimulator cells and activated CD8+ cells is not achieved, there is no inherent danger known to be associated with the administration of a small number of stimulator cells, whereas administration of mammalian tumor-promoting cells may be extremely hazardous.


Methods of re-introducing cellular components are known in the art and include procedures such as those exemplified in U.S. Pat. No. 4,844,893 to Honsik, et al., and U.S. Pat. No. 4,690,915 to Rosenberg. For example, administration of activated CD8+ cells via intravenous infusion is appropriate.


The peptides of the invention can be identified and tested for in vivo immunogenicity using HLA transgenic mice. The utility of HLA transgenic mice for the purpose of epitope identification (Sette et al., J Immunol, 153:5586-92 (1994); Wentworth et al., Int Immunol, 8:651-9 (1996); Engelhard et al., J Immunol, 146:1226-32 (1991); Man et al., Int Immunol, 7:597-605 (1995); Shirai et al., J Immunol, 154:2733-42 (1995)), and vaccine development (Ishioka et al., J Immunol, 162:3915-25 (1999)) has been established. Most of the published reports have investigated the use of HLA A2.1/Kb mice but it should be noted that B*27, and B*3501 mice are also available. Furthermore, HLA A*11/Kb mice (Alexander et al., J. Immunol., 159:4753-61 (1997)), and HLA B7/Kb and HLA A1/Kb mice have also been generated. Data from 38 different potential epitopes was analyzed to determine the level of overlap between the A2.1-restricted CTL repertoire of A2.1/Kb-transgenic mice and A2.1+ humans (Wentworth et al., Eur J Immunol, 26:97-101 (1996)). In both humans and mice, an MHC peptide binding affinity threshold of approximately 500 nM correlates with the capacity of a peptide to elicit a CTL response in vivo. A high level of concordance between the human data in vivo and mouse data in vivo was observed for 85% of the high-binding peptides, 58% of the intermediate binders, and 83% of the low/negative binders. Similar results were also obtained with HLA A11 and HLA B7 transgenic mice (Alexander et al., J Immunol, Vol. 159(10):4753-61 (1997)). Thus, because of the extensive overlap that exists between T cell receptor repertoires of HLA transgenic mouse and human CTLs, transgenic mice are valuable for assessing immunogenicity of the multi-epitope constructs described herein. Peptides binding to MHC class II alleles can be examined using HLA-DR transgenic mice. See, i.e., Taneja V., David C. S., Immunol Rev, 169:67-79 (1999)).


More sensitive techniques such as the ELISPOT assay, intracellular cytokine staining, and tetramer staining have become available in the art to determine lymphocyte antigen responsiveness. It is estimated that these newer methods are 10- to 100-fold more sensitive than the common CTL and HTL assays (Murali-Krishna et al., Immunity, 8:177-87 (1998)), because the traditional methods measure only the subset of T cells that can proliferate in vitro, and may, in fact, be representative of only a fraction of the memory T cell compartment (Ogg G. S., McMichael A. J., Curr Opin Immunol, 10:393-6 (1998)). Specifically in the case of HIV, these techniques have been used to measure antigen-specific CTL responses from patients that would have been undetectable with previous techniques (Ogg et al., Science, 279:2103-6 (1998); Gray et al., J Immunol, 162:1780-8 (1999); Ogg et al., J Virol, 73:9153-60 (1999); Kalams et al., J Virol, 73:6721-8 (1999); Larsson et al., AIDS, 13:767-77 (1999); Come et al., J Acquir Immune Defic Syndr Hum Retrovirol, 20:442-7 (1999)).


The peptides of the present invention and pharmaceutical and vaccine compositions thereof are useful for administration to mammals, particularly humans, to treat and/or prevent viral infection and cancer. Examples of diseases which can be treated using the immunogenic peptides of the invention include prostate cancer, hepatitis B, hepatitis C, AIDS, renal carcinoma, cervical carcinoma, lymphoma, CMV and chondyloma acuminatum. A protective (or prophylatic) vaccine includes one that will protect against future exposure to pathogen or cancer. A therapeutic vaccine includes one that will ameriolate, attenuate, or ablate symptoms or disease state induced by or related to a pathogen or malignancy.


In circumstances in which efficacy of a prophylactic vaccine is primarily correlated with the induction of a long-lasting memory response, restimulation assays can be the most appropriate and sensitive measures to monitor vaccine-induced immunological responses. Conversely, in the case of therapeutic vaccines, the main immunological correlate of activity can be the induction of effector T cell function, most aptly measured by primary assays. Thus, the use of sensitive assays allows for the most appropriate testing strategy for immunological monitoring of vaccine efficacy.


The induction of CTL in vitro requires the specific recognition of peptides that are bound to allele specific MHC class I molecules on APC. The number of specific MHC/peptide complexes per APC is crucial for the stimulation of CTL, particularly in primary immune responses. While small amounts of peptide/MHC complexes per cell are sufficient to render a cell susceptible to lysis by CTL, or to stimulate a secondary CTL response, the successful activation of a CTL precursor (pCTL) during primary response requires a significantly higher number of MHC/peptide complexes. Peptide loading of empty major histocompatability complex molecules on cells allows the induction of primary cytotoxic T lymphocyte responses. Peptide loading of empty major histocompatability complex molecules on cells enables the induction of primary cytotoxic T lymphocyte responses.


Since mutant cell lines do not exist for every human MHC allele, it is advantageous to use a technique to remove endogenous MHC-associated peptides from the surface of APC, followed by loading the resulting empty MHC molecules with the immunogenic peptides of interest. Antigen-presenting cells can be normal cells such as peripheral blood mononuclear cells or dendritic cells (Inaba, et al., J. Exp. Med. 166:182 (1987); Boog, Eur. J. Immunol. 18:219 (1988)). The use of non-transformed (non-tumorigenic), non-infected cells, and preferably, autologous cells of patients as APC is desirable for the design of CTL induction protocols directed towards development of ex vivo CTL therapies. This application discloses methods for stripping the endogenous MHC-associated peptides from the surface of APC followed by the loading of desired peptides.


A stable MHC class I molecule is a trimeric complex formed of the following elements: 1) a peptide usually of 8-10 residues, 2) a transmembrane heavy polymorphic protein chain which bears the peptide-binding site in its α1 and α2 domains, and 3) a non-covalently associated non-polymorphic light chain, β2 microglobulin. Removing the bound peptides and/or dissociating the β2 microglobulin from the complex renders the MHC class I molecules nonfunctional and unstable, resulting in rapid degradation. All MHC class I molecules isolated from PBMCs have endogenous peptides bound to them. Therefore, the first step is to remove all endogenous peptides bound to MHC class I molecules on the APC without causing their degradation before exogenous peptides can be added to them.


Two possible ways to free up MHC class I molecules of bound peptides include lowering the culture temperature from 37° C. to 26° C. overnight to destabilize β2 microglobulin and stripping the endogenous peptides from the cell using a mild acid treatment. The methods release previously bound peptides into the extracellular environment allowing new exogenous peptides to bind to the empty class I molecules. The cold-temperature incubation method enables exogenous peptides to bind efficiently to the MHC complex, but requires an overnight incubation at 26° C. which may slow the cell's metabolic rate. It is also likely that cells not actively synthesizing MHC molecules (e.g., resting PBMC) would not produce high amounts of empty surface MHC molecules by the cold temperature procedure.


Harsh acid stripping involves extraction of the peptides with trifluoroacetic acid, pH 2, or acid denaturation of the immunoaffinity purified class I-peptide complexes. These methods are not feasible for CTL induction, since it is important to remove the endogenous peptides while preserving APC viability and an optimal metabolic state which is critical for antigen presentation. Mild acid solutions of pH 3 such as glycine or citrate-phosphate buffers have been used to identify endogenous peptides and to identify tumor associated T cell epitopes. The treatment is especially effective, in that only the MHC class I molecules are destabilized (and associated peptides released), while other surface antigens remain intact, including MHC class II molecules. Most importantly, treatment of cells with the mild acid solutions do not affect the cell's viability or metabolic state. The mild acid treatment is rapid since the stripping of the endogenous peptides occurs in two minutes at 4° C. and the APC is ready to perform its function after the appropriate peptides are loaded. The technique is utilized herein to make peptide-specific APCs for the generation of primary antigen-specific CTL. The resulting APC are efficient in inducing peptide-specific CD8+ CTL.


Activated CD8+ cells may be effectively separated from the stimulator cells using one of a variety of known methods. For example, monoclonal antibodies specific for the stimulator cells, for the peptides loaded onto the stimulator cells, or for the CD8+ cells (or a segment thereof) may be utilized to bind their appropriate complementary ligand. Antibody-tagged molecules may then be extracted from the stimulator-effector cell admixture via appropriate means, e.g., via well-known immunoprecipitation or immunoassay methods.


Effective, cytotoxic amounts of the activated CD8+ cells can vary between in vitro and in vivo uses, as well as with the amount and type of cells that are the ultimate target of these killer cells. The amount will also vary depending on the condition of the patient and should be determined via consideration of all appropriate factors by the practitioner. Preferably, however, about 1×106 to about 1×1012, more preferably about 1×108 to about 1×1011, and even more preferably, about 1×109 to about 1×1010 activated CD8+ cells are utilized for adult humans, compared to about 5×106-5×107 cells used in mice.


Preferably, as discussed above, the activated CD8+ cells are harvested from the cell culture prior to administration of the CD8+ cells to the individual being treated. It is important to note, however, that unlike other present and proposed treatment modalities, the present method uses a cell culture system that is not tumorigenic. Therefore, if complete separation of stimulator cells and activated CD8+ cells is not achieved, there is no inherent danger known to be associated with the administration of a small number of stimulator cells, whereas administration of mammalian tumor-promoting cells may be extremely hazardous.


Methods of re-introducing cellular components are known in the art and include procedures such as those exemplified in U.S. Pat. No. 4,844,893 to Honsik, et al. and U.S. Pat. No. 4,690,915 to Rosenberg. For example, administration of activated CD8+ cells via intravenous infusion is appropriate.


Example 38
Use of Peptide Epitopes as Diagnostic Agents for Evaluating Immune Responses

In one embodiment of the invention, HLA class I and class II binding peptides can be used as reagents to evaluate an immune response. The evaluated immune response can be induced by any immunogen. For example, the immunogen may result in the production of antigen-specific CTLs or HTLs that recognize the peptide epitope(s) employed as the reagent. Thus, a peptide of the invention mayor may not be used as the immunogen. Assay systems that can be used for such analyses include tetramer-based protocols, staining for intracellular lymphokines, interferon release assays, or ELISPOT assays.


For example, following exposure to a putative immunogen, a peptide of the invention can be used in a tetramer staining assay to assess peripheral blood mononuclear cells for the presence of any antigen-specific CTLs. The HLA-tetrameric complex is used to directly visualize antigen-specific CTLs and thereby determine the frequency of such antigen-specific CTLs in a sample of peripheral blood mononuclear cells (see, e.g., Ogg et al., Science 279:2103-2106, 1998; and Altman et al., Science 174:94-96, 1996).


A tetramer reagent comprising a peptide of the invention is generated as follows: A peptide that binds to an HLA molecule is refolded in the presence of the corresponding HLA heavy chain and P2-microglobulin to generate a trimolecular complex. The complex is biotinylated at the carboxyl terminal end of the HLA heavy chain, at a site that was previously engineered into the protein. Tetramer formation is then induced by adding streptavidin. When fluorescently labeled streptavidin is used, the tetrameric complex is used to stain antigen-specific cells. The labeled cells are then readily identified, e.g., by flow cytometry. Such procedures are used for diagnostic or prognostic purposes; the cells identified by the procedure can be used for therapeutic purposes.


Peptides of the invention are also used as reagents to evaluate immune recall responses. (see, e.g., Bertoni et al., J C/in. Invest. 100:503-513, 1997 and Penna et al., J Exp. Med. 174:1565-1570, 1991). For example, a PBMC sample from an individual expressing a disease-associated antigen (e.g. a tumor-associated antigen such as CEA, p53, MAGE2/3, HER2/neu, or an organism associated with neoplasia such as HPV or HSV) can be analyzed for the presence of antigen-specific CTLs or HTLs using specific peptides. A blood sample containing mononuclear cells may be evaluated by cultivating the PBMCs and stimulating the cells with a peptide of the invention. After an appropriate cultivation period, the expanded cell population may be analyzed, for example, for CTL or for HTL activity.


Thus, the peptides can be used to evaluate the efficacy of a vaccine. PBMCs obtained from a patient vaccinated with an immunogen may be analyzed by methods such as those described herein. The patient is HLA typed, and peptide epitopes that are bound by the HLA molecule(s) present in that patient are selected for analysis. The immunogenicity of the vaccine is indicated by the presence of CTLs and/or HTLs directed to epitopes present in the vaccine.


The peptides of the invention may also be used to make antibodies, using techniques well known in the art (see, e.g. CURRENT PROTOCOLS IN IMMUNOLOGY, Wiley/Greene, NY; and Antibodies A Laboratory Manual Harlow, Harlow and Lane, Cold Spring Harbor Laboratory Press, 1989). Such antibodies are useful as reagents to determine the presence of disease-associated antigens or may be used therapetucially. Antibodies in this category include those that recognize a peptide when bound by an HLA molecule, i.e., antibodies that bind to a peptide-MHC complex.


The immunogenic peptides of this invention may also be used to make monoclonal antibodies. Such antibodies may be useful as potential diagnostic or therapeutic agents.


Epitopes in accordance with the present invention were successfully used to induce an immune response. Immune responses with these epitopes have been induced by administering the epitopes in various forms. The epitopes have been administered as peptides, as nucleic acids, and as viral vectors comprising nucleic acids that encode the epitope(s) of the invention. Upon administration of peptide-based epitope forms, immune responses have been induced by direct loading of an epitope onto an empty HLA molecule that is expressed on a cell, and via internalization of the epitope and processing via the HLA class I pathway; in either event, the HLA molecule expressing the epitope was then able to interact with and induce a CTL response. Peptides can be delivered directly or using such agents as liposomes. They can additionally be delivered using ballistic delivery, in which the peptides are typically in a crystalline form. When DNA is used to induce an immune response, it is administered either as naked DNA, generally in a dose range of approximately 1-5 mg, or via the ballistic “gene gun” delivery, typically in a dose range of approximately 10-100 μg. The DNA can be delivered in a variety of conformations, e.g., linear, circular etc. Various viral vectors have also successfully been used that comprise nucleic acids which encode epitopes in accordance with the invention.


Accordingly compositions in accordance with the invention exist in several forms. Embodiments of each of these composition forms in accordance with the invention have been successfully used to induce an immune response.


One composition in accordance with the invention comprises a plurality of peptides. This plurality or cocktail of peptides is generally admixed with one or more pharmaceutically acceptable excipients. The peptide cocktail can comprise multiple copies of the same peptide or can comprise a mixture of peptides. The peptides can be analogs of naturally occurring epitopes. The peptides can comprise artificial amino acids and/or chemical modifications such as addition of a surface active molecule, e.g., lipidation; acetylation, glycosylation, biotinylation, phosphorylation etc. The peptides can be CTL or HTL epitopes. In a preferred embodiment the peptide cocktail comprises a plurality of different CTL epitopes and at least one HTL epitope. The HTL epitope can be naturally or non-naturally (e.g., PADRE®, Epimmune Inc., San Diego, Calif.). The number of distinct epitopes in an embodiment of the invention is generally a whole unit integer from one through one hundred fifty (e.g., 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, or, 100).


An additional embodiment of a composition in accordance with the invention comprises a polypeptide multi-epitope construct, i.e., a polyepitopic peptide. Polyepitopic peptides in accordance with the invention are prepared by use of technologies well-known in the art. By use of these known technologies, epitopes in accordance with the invention are connected one to another. The polyepitopic peptides can be linear or non-linear, e.g., multivalent. These polyepitopic constructs can comprise artificial amino acids, spacing or spacer amino acids, flanking amino acids, or chemical modifications between adjacent epitope units. The polyepitopic construct can be a heteropolymer or a homopolymer. The polyepitopic constructs generally comprise epitopes in a quantity of any whole unit integer between 2-150 (e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, or, 100). The polyepitopic construct can comprise CTL and/or HTL epitopes. One or more of the epitopes in the construct can be modified, e.g., by addition of a surface active material, e.g. a lipid, or chemically modified, e.g., acetylation, etc. Moreover, bonds in the multiepitopic construct can be other than peptide bonds, e.g., covalent bonds, ester or ether bonds, disulfide bonds, hydrogen bonds, ionic bonds etc.


Alternatively, a composition in accordance with the invention comprises construct which comprises a series, sequence, stretch, etc., of amino acids that have homology to (i.e., corresponds to or is contiguous with) to a native sequence. This stretch of amino acids comprises at least one subsequence of amino acids that, if cleaved or isolated from the longer series of amino acids, functions as an HLA class I or HLA class II epitope in accordance with the invention. In this embodiment, the peptide sequence is modified, so as to become a construct as defined herein, by use of any number of techniques known or to be provided in the art. The polyepitopic constructs can contain homology to a native sequence in any whole unit integer increment from 70-100%, e.g., 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, or, 100 percent.


A further embodiment of a composition in accordance with the invention is an antigen presenting cell that comprises one or more epitopes in accordance with the invention. The antigen presenting cell can be a “professional” antigen presenting cell, such as a dendritic cell. The antigen presenting cell can comprise the epitope of the invention by any means known or to be determined in the art. Such means include pulsing of dendritic cells with one or more individual epitopes or with one or more peptides that comprise multiple epitopes, by nucleic acid administration such as ballistic nucleic acid delivery or by other techniques in the art for administration of nucleic acids, including vector-based, e.g. viral vector, delivery of nucleic acids.


Further embodiments of compositions in accordance with the invention comprise nucleic acids that encode one or more peptides of the invention, or nucleic acids which encode a polyepitopic peptide in accordance with the invention. As appreciated by one of ordinary skill in the art, various nucleic acids compositions will encode the same peptide due to the redundancy of the genetic code. Each of these nucleic acid compositions falls within the scope of the present invention. This embodiment of the invention comprises DNA or RNA, and in certain embodiments a combination of DNA and RNA. It is to be appreciated that any composition comprising nucleic acids that will encode a peptide in accordance with the invention or any other peptide based composition in accordance with the invention, falls within the scope of this invention.


It is to be appreciated that peptide-based forms of the invention (as well as the nucleic acids that encode them) can comprise analogs of epitopes of the invention generated using principles already known, or to be known, in the art. Principles related to analoging are now known in the art, and are disclosed herein; moreover, analoging principles are disclosed in co-pending application serial number U.S. Ser. No. 09/226,775 filed 6 Jan. 1999. Generally the compositions of the invention are isolated or purified.


The peptides may also find use as diagnostic reagents. For example, a peptide of the invention may be used to determine the susceptibility of a particular individual to a treatment regimen which employs the peptide or related peptides, and thus may be helpful in modifying an existing treatment protocol or in determining a prognosis for an affected individual. In addition, the peptides may also be used to predict which individuals will be at substantial risk for developing chronic infection.


To identify peptides of the invention, class I antigen isolation, and isolation and sequencing of naturally processed peptides was carried out as described in the related applications. These peptides were then used to define specific binding motifs for each of the following alleles A3.2, A1, A11, and A24.1. These motifs are described on page 3, above. The motifs described in TABLES 6-9, below, are defined from pool sequencing data of naturally processed peptides as described in the related applications.


Example 39
Ex Vivo Induction of Cytotoxic T Lymphocytes (CTL)

Peripheral blood mononuclear cells (PBMC) are isolated from an HLA-typed patient by either venipuncture or apheresis (depending upon the initial amount of CTLp required), and purified by gradient centrifugation using Ficoll-Paque (Pharmacia). Typically, one can obtain one million PBMC for every ml of peripheral blood, or alternatively, a typical apheresis procedure can yield up to a total of 1-10×1010 PBMC.


The isolated and purified PBMC are co-cultured with an appropriate number of antigen presenting cell (APC), previously incubated (“pulsed”) with an appropriate amount of synthetic peptide (containing the HLA binding motif and the sequence of the antigen in question). PBMC are usually incubated at 1-2×106 cells/ml in culture medium such as RPMI-1640 (with autologous serum or plasma) or the serum-free medium AIM-V (Gibco).


APC are usually used at concentrations ranging from 1×104 to 2×105 cells/ml, depending on the type of cell used. Possible sources of APC include: 1) autologous dendritic cells (DC), which are isolated from PBMC and purified as described (Inaba, et al., J. Exp. Med., 166:182 (1987)); and 2) mutant and genetically engineered mammalian cells that express “empty” HLA molecules (which are syngeneic [genetically identical] to the patient's allelic HLA form), such as the, mouse RMA-S cell line or the human T2 cell line. APC containing empty HLA molecules are known to be potent inducers of CTL responses, possibly because the peptide can associate more readily with empty MHC molecules than with MHC molecules which are occupied by other peptides (DeBruijn, et al., Eur. J. Immunol., 21:2963-2970 (1991)).


In those cases when the APC used are not autologous, the cells will have to be gamma irradiated with an appropriate dose (using, e.g., radioactive cesium or cobalt) to prevent their proliferation both ex vivo, and when the cells are re-introduced into the patients.


The mixture cultures, containing PBMC, APC and peptide are kept in an appropriate culture vessel such as plastic T-flasks, gas-permeable plastic bags, or roller bottles, at 37° centigrade in a humid air/CO2 incubator. After the activation phase of the culture, which usually occurs during the first 3-5 days, the resulting effector CTL can be further expanded, by the addition of recombinant DNA-derived growth factors such as interleukin-2 (IL-2), interleukin-4 (IL-4), or interleukin-7 (IL-7) to the cultures. An expansion culture can be kept for an additional 5 to 12 days, depending on the numbers of effector CTL required for a particular patient. In addition, expansion cultures may be performed using hollow fiber artificial capillary systems (Cellco), where larger numbers of cells (up to 1×1011) can be maintained.


Before the cells are infused into the patient, they are tested for activity, viability, toxicity and sterility. The cytotoxic activity of the resulting CTL can be determined by a standard 51Cr-release assay (Biddison, W. E. 1991, Current Protocols in Immunology, p 7,17.1-7.17.5, Ed. J. Coligan, et al., J. Wiley and Sons, New York), using target cells that express the appropriate HLA molecule, in the presence and absence of the immunogenic peptide. Viability is determined by the exclusion of trypan blue dye by live cells. Cells are tested for the presence of endotoxin by conventional techniques. Finally, the presence of bacterial or fungal contamination is determined by appropriate microbiological methods (chocolate agar, etc.). Once the cells pass all quality control and safety tests, they are washed and placed in the appropriate infusion solution (Ringer/glucose lactate) and infused intravenously into the patient.


Example 40
Preparation of Effective HLA Allele-Specific Antigen Presenting Cells

This example demonstrates the use of cold temperature incubation or acid stripping/peptide loading method to prepare effective HLA-allele-specific antigen presenting cells (APC). The APC were used to sensitize precursor cytotoxic T lymphocytes which led to the development of antigen-specific cytotoxic cells. This was accomplished using either phytohemaglutinin (PHA) T-cell blasts or peripheral blood mononuclear cells (PBMC) or staphylococcus aureus Cowan I (SAC-I) activated PBMC as APC. The results are applicable to other APC and to the other MHC alleles.


The following describes sources for materials used in the following examples:

    • L-Ascorbic acid, Cat #B582, J. T. Baker, Phillipsburg, N.J.
    • Anti-HLA A2 (BB7.2), Cat #HB82, ATCC, Rockville, Md.
    • Anti-HLA DR (LB3.1), from J. Gorga, Children's Hospital, Pittsburgh, Pa.
    • Anti-HLA Alpha chain pan ABC (9.12.1), from R.
    • DeMars, University of Wisconsin, Madison, Wis.
    • Anti-mouse IgG FITC conjugate, Cat #F2883, Sigma, St. Louis, Mo.
    • B2 microglobulin, Cat #MO114, Scripps Labs, San Diego, Calif.
    • BSA Fraction V, Cat #A9418, Sigma, St. Louis, Mo.
    • 50 cc conical centrifuge tubes, Cat #2070, Falcon, Lincoln, Park, N.J.
    • Cryo 1° C. freezing container, Cat #5100-0001, Nalge, Rochester, N.Y.
    • Cryovial, Cat #5000-0012, Nalge, Rochester, N.Y.
    • Dimethyl sulfoxide (DMSO), Cat #D2650, Sigma, St. Louis, Mo.
    • DNAse, Cat #260912, Calbiochem, San Diego, Calif.
    • Dynabeads M-450 goat anti-mouse IgG, Cat #110.06, Dynal, Great Neck, N.Y.
    • EDTA tetrasodium salt, Cat #ED4SS, Sigma, St. Louis, Mo.
    • FACScan, Becton Dickinson, San Jose, Calif.
    • Fetal calf serum (FCS), Cat #3000, Irvine Scientific, Irvine, Calif.
    • Ficoll-Paque, Cat #17-0840-03, Pharmacia, Piscataway, N.J.
    • Gentamicin, Cat #600-5750AD, Gibco, Grand Island, N.Y.
    • L-Glutamine, Cat #9317, Irvine Scientific, Irvine, Calif.
    • GS-6KR centrifuge, Beckman Instruments, Palo Alto, Calif.
    • Human AB serum (HS), Cat #100-112, Gemini Bioproducts, Calabasas, Calif.
    • Human rIL-2, Sandoz, Basel, Switzerland.
    • Human rIL-7, Cat #F1-1587-1, Genzyme, Cambridge, Mass.
    • Isopropanol, Cat #A464-4, Fisher Scientific, Pittsburgh, Pa.
    • MicroCELLector T-150 culture flask for selection of CD4+ cells, Cat #8030, Applied Immune Sciences, Menlo Park, Calif.
    • Micromedic automatic gamma counter, ICN Micromedics Systems, Huntsville, Ala.
    • OKT4 hybridoma supernatant, Cat #CRL 8002, ATCC, Rockville, Md.
    • Paraformaldehyde, Cat #T-353, Fisher, Pittsburgh, Pa.
    • PBS calcium and magnesium free (CMF), Cat #17-516B, BioWhittaker, Walkersville, Md.
    • Peptides used in this study were synthesized at Cytel and described in TABLE 123.
    • Phytohemagglutinin (PHA), Cat #HA-16, Wellcome, Dartford, England.
    • RPMI 1640+Hepes+glutamine, Cat #12-115B, BioWhittaker, Walkersville, Md.
    • RPMI 1640+Hepes+glutamine, Cat #380-24OOAJ,
    • Gibco, Grand Island, N.Y.
    • Sodium chloride (NaCl), Cat #3624-05, J. T. Baker, Phillipsburg, N.J.
    • Sodium (51Cr) chromate, Cat #NEZ 030, NEN, Wilmington, Del.
    • Sodium phosphate monobasic, Cat #S9638, Sigma, St. Louis, Mo.
    • Triton X-100, Cat #X-100, Sigma, St. Louis, Mo.
    • 24 well tissue culture plate, Cat #3047, Falcon, Becton Dickinson, San Jose, Calif.
    • 96 well U-bottomed cluster plate, Cat #3799, Costar, Cambridge, Mass.


Culture Medium.


PHA blasts and CTL inductions were done in RPMI 1640+Hepes+glutamine (Gibco) supplemented with 2 mM L-glutamine (Irvine Scientific), 50 μg/ml gentamicin (Gibco), and 5% heat inactivated pooled human Type AB serum (Gemini Bioproducts) [RPMI/5% HS]. EBV transformed lymphoblastoid cell lines (LCL) were maintained in RPMI 1640+Hepes+glutamine (BioWhittaker) supplemented with L-glutamine and gentamicin as above and 10% heat inactivated fetal calf serum (Irvine Scientific) [RPMI/10% FCS]. Chromium release assays were performed in RPMI/10% FCS.


Cytokines.


Recombinant human interleukin-2 (rIL-2) (Sandoz) was used at a final concentration of 10 U/ml. Recombinant human interleukin-7 (rIL-7) (Genzyme) was used at a final concentration of 10 ng/ml.


Isolation of Peripheral Blood Mononuclear Cells (PBMC).


Whole blood was collected in heparin (10 U/ml) containing syringes and spun in 50 cc conical centrifuge tubes (Falcon) at 1600 rpm (Beckman GS-6KR) 15 min. The plasma layer was then removed and 10 ml of the buffy coat collected with a 10 ml pipette using a circular motion. The buffy coat was mixed thoroughly and diluted with an equal volume of serum free RPMI 1640. The diluted buffy coat was then layered over 20 ml Ficoll-Paque (Pharmacia) in a 50 cc conical tube and centrifuged 400×g for 20 min at room temperature with the brake off. The Ficoll-plasma interface containing the PBMCs was collected using a transfer pipet (two interfaces per 50 cc tube) and washed three times with 50 ml RPMI (1700, 1500, and 1300 rpm for 10 min.


Freezing and Thawing PBMC.


PBMC were frozen at 30×106 cells/ml of 90% FCS+10% DMSO (Sigma), in 1 ml aliquots using cyrovials (Nalge). Cryovials were placed in Cryo 1° C. freezing containers (Nalge) containing isopropanol (Fisher) and placed at −70° C. from 4 hr (minimum) to overnight (maximum). Isopropanol was changed after every 5 uses. Cryovials were transferred to liquid nitrogen for long term storage. PBMC were thawed by continuous shaking in a 37° C. water bath until the last crystal was nearly thawed. Cells were immediately diluted into serum free RPMI medium containing DNAse 30 μg/ml (to avoid clumping) (Calbiochem), and washed twice.


Depletion of Lymphocyte Subpopulations.


CD4 lymphocyte depletion was performed using antibody-coated flasks: MicroCELLector T-150 flasks for the selection of CD4+ cells (Applied Immune Sciences) were washed according to the manufacturer's instructions with 25 ml PBS CMF+1 mM EDTA (Sigma) by swirling flasks for 30 sec followed by incubation for 1 hr at room temperature on a flat surface. Buffer was aspirated and flasks were washed 2 additional times by shaking the flasks for 30 sec and maintaining coverage of the binding surface. To each washed flask, 25 ml culture medium+5% HS were added and incubated for 20 min at room temperature on a flat surface. Media was left in the flask until it was ready to receive the cells. PBMC were thawed in RPMI/5% HS containing 30 μg/ml DNAse, and washed twice. HS in the wash blocks Fc receptors on PBMCS. For one flask a maximum of 12×107 cells were resuspended in 25 ml culture medium. Culture medium was aspirated from the flask and then the cell suspension was gently added to the MicroCELLector. Flasks containing the cells were incubated for 1 hr at room temperature on a flat surface. At the end of the incubation, the flask was gently rocked from side to side for 10 sec to resuspend the nonadherent cells. Nonadherent CD4 depleted cells were harvested, and then flasks were washed twice with PBS CMF to collect the nonadherent cells. Harvested CD4-depleted cells were pelleted by centrifugation and resuspended in complete culture medium (RPMI/5%/HS).


Generation of PHA Blasts.


PBMC were isolated using the standard Ficoll-Paque protocol. Frozen cells were washed twice before use. Cells were cultured at 2×106/ml in RPMI/5% HS containing 1 μg/ml PHA (Wellcome) and 10 U/ml rIL-2. PHA blasts were maintained in culture medium containing 10 U/ml rIL-2 with feeding and splitting as needed. PHA blasts were used as APC on day 6 of culture. Generation of empty class I molecules and peptide loading were only performed by the acid strip method when using these APC.


Acid Stripping/Peptide Loading of PBMC and PHA Blasts.


PBMC were isolated using the Ficoll-Paque protocol. When using frozen cells, PBMC were washed twice before using. PHA blasts were prepared as previously described and washed twice before using. Once cells were prepared, they were washed once in cold sterile 0.9% NaCl (J. T. Baker)+1% BSA. In a 50 cc conical centrifuge tube, the cells were resuspended at 107/ml in cold sterile citrate-phosphate buffer [0-13 M L-ascorbic acid (J. T. Baker), 0.06 M sodium phosphate monobasic (Sigma) pH 3, 1% BSA, 3 μg/ml β2 microglobulin (Scripps Labs)] and incubated for 2 min on ice. Immediately, 5 volumes of cold sterile neutralizing buffer #1 [0.15 M sodium phosphate monobasic pH 7.5, 1% BSA, 3 μg/ml β2 microglobulin, 10 μg/ml peptide] were added, and the cells were pelleted at 1500 rpm, 5 min at 4° C. Cells were resuspended in 1 volume cold sterile neutralizing buffer #2 [PBS CMF, 1% BSA, 30 μg/ml DNAse, 3 μg/ml β2 microglobulin, 40 μg/ml peptide] and incubated for 4 hrs at 20° C. Cells were diluted with culture medium to approximately 5×106/ml and irradiated with 6000 rads. Cells were then centrifuged at 1500 rpm for 5 min at room temperature and resuspended in culture medium. The acid stripped/peptide loaded cells were used immediately in the CTL induction cultures (below).


Induction of Primary CTL Using Acid Stripped/Peptide Loaded Autologous PBMCs or PHA Blasts as Stimulators.


Acid stripping/peptide loading of PBMC and PHA blasts are described above. During the last 4 hr incubation of stimulator cells with peptide, the responder cell population was prepared: Responders were PBMC that were depleted of CD4+ cells (described above). Responder cells were resuspended in culture medium at 3×106/ml. 1 ml of the responder cell suspension was dispensed into each well of a 24-well tissue culture plate (Falcon, Becton Dickinson). The plates were placed in the incubator at 37° C., 5% CO2 until the stimulator population was ready. Once irradiated, stimulator APC were resuspended in culture medium containing 20 ng/ml rIL-7 at 106/m1 for the PBMC, or at 3×105/ml for the PHA blasts. 1 ml of stimulator cell suspension was added per well to the plates containing the responders. On day 7 after induction, a 100 μl culture medium containing 200 ng/ml rIL-7 was added to each well (20 ng/well rIL-7 final). On day 10 after induction, 100 μl of culture medium containing 200 U/ml rIL-2 was added to each well (20 U/well rIL-2 final).


Antigen Restimulation of CTL.


On day 12-14 after the induction, the primary CTL were restimulated with peptide using adherent APC. Autologous PBMC were thawed and washed as described above. Cells were irradiated at 6000 rads. Cells were pelleted and resuspended in culture medium at 4×106/ml. 1 ml of cell suspension was added to each well of a 24-well tissue culture plate, and incubated for 2 hrs at 37° C., 5% CO2. Non-adherent cells were removed by washing each well three times with serum free RPMI. After this step, a 0.5 ml culture medium containing 3 μg/ml β2 microglobulin and 20 μg/ml total peptide was added to each well. APC were incubated for 2 hrs at 37° C., under 5% CO2 with the peptide and B2 microglobulin. Wells were aspirated and 1 ml of responder cells at 1.5×106/ml in culture medium was added to each well. After 2 days, 1 ml of culture medium containing 20 U/ml rIL-2 was added to each well.


Cytotoxicity Chromium Release Assay.


Seven days following restimulation of primary induction, the cytotoxic activity of the cultures was assessed.


a. Effector Cell Preparation:


The responders, which at this stage are renamed “effectors”, were centrifuged and resuspended at 107/ml in RPMI/10% FCS. Three-fold serial dilutions of effectors were performed to yield effector to target ratios of 100:1, 33:1, 11:1, and 3:1. Effector cells were aliquoted at 100 μl/well on 96 well U-bottomed cluster plates (Costar), in duplicate.


b. Target Cell Preparation:


Approximately 16-20 hrs prior to the assay, target cells were resuspended at 3×105/ml in RPMI/10% FCS in the presence or absence of 3 μg/ml β2 microglobulin and 10 μg/ml total peptide. After preincubation, target cells were centrifuged and pellets were resuspended in 200 μl (300 μCi) sodium (51Cr) chromate (NEN). Cells were incubated at 37° C. for 1 hr with agitation. Labeled target cells were washed 3 times with RPMI/10% FCS.


c. Setting Up the Assays:


Target cell concentration was adjusted to 105/ml in RPMI/10% FCS and 100 μl aliquots were added to each well containing responders. K562 cells (cold targets, to block NK, and LAK activity) were washed and resuspended in RPMI/10% FCS at 107/ml. Aliquots of 20 μl were added per well, yielding a 20:1 of cold K562 target:labeled target. For the determination of the spontaneous 51Cr release, 100 μl/well of RPMI/10% FCS were added to 100 μl/well of labeled target cells, and 20 μl/well of K562. For maximum 51Cr release, 100 μl 1% Triton X-100 (Sigma) in PBS CMF, was added to the 100 μl/well labelled target cells, and 20 μl/well K562. Plates were centrifuged for 2 min at 1200 rpm to accelerate cell conjugate formation. Assays were incubated for 5 hr at 37° C., 5% C02. Assays were harvested by centrifuging plates for 5 min at 1200 rpm and collecting 100 μl/well of supernatant. Standard gamma counting techniques were used to determine percent specific lysis (Micromedic automatic gamma counter, 0.5 min per tube).


Cultured Cell Lines.


JY, a HLA A2.1 expressing human EBV-transformed B-cell line, was grown in RPMI/10% FCS. K562, a NK cell sensitive erythroblastoma line was grown in RPMI/10% FCS. K562 was used to reduce background killing by NK and LAK cells in the chromium release assays.


Peptides.


The peptides used in these studies were synthesized at Cytel and their sequences are described in TABLE 123. Peptides were routinely diluted in 100% DMSO at 20 mg/ml, aliquoted, and stored at −20° C.


FACS Analysis.


Approximately 106 cells were used for each antibody that was to be tested. Cells were washed twice with PBS CNU+0.1% BSA. To each sample, 100 μl PBS CMF+0.1% BSA+primary antibody at 2 μg/ml (BB7.2, ATCC) or (9.12.1, Inserm-CNRS, Marseille, France) or (LB3.1, Children's Hospital Pittsburgh) were added. A negative control was always included. Cells were incubated on ice for 20 min and washed twice with PBS CMF+0.1% BSA. Cells were resuspended in 100 μl anti-mouse IgG FITC conjugate (Sigma), diluted 1:50 in PBS CMF+0.1% BSA, and incubated 20 min on ice. Cells were washed twice with PBS CMF+0.1% BSA, and resuspended in PBS for FACScan (Becton Dickinson) analysis. When it was necessary to postpone analysis to the subsequent days, the cells were fixed with PBS/1% paraformaldehyde (Fisher) and analyzed within one week.


Binding Assays Using Intact Cells and Radiolabelled Peptide.


JY cells were treated with citrate-phosphate buffer and neutralizing buffer #1 as described above. JY control cells were left untreated in tissue culture media. After treatment both cell populations were washed twice with serum free RPMI and loaded with 125I-radiolabelled 941.01 (HBc15-27) peptide (standard chloramine T iodination). To determine binding specificity, 2×106 cells were resuspended in 200 μl neutralizing buffer #2 (described above) containing 1251-941.01 (105 cpms)+/−100 μg unlabelled 941.01. Cells were incubated for 4 hrs at 20° C. and washed twice with serum free RPMI to remove free peptide. Cells were resuspended in 200 μl of serum free RPMI. In a microfuge tube the cell suspension was layered over an 800 μl FCS and pelleted by centrifugation for 5 sec. Supernatants were aspirated and the radioactivity remaining in the pellet was measured (Micromedic automatic gamma counter, 1 min per tube).


Example 41
Class I MHC Molecule Peptide Stripping/Loading by Mild Acid Treatment

Mild acid solutions of pH 3 such as glycine or citrate-phosphate buffers have been used by various groups to identify endogenous peptides and to identify tumor associated T cell epitopes. The treatment is unique in that only the MHC class I molecules are destabilized (and peptides released), while all other surface antigens remain intact including MHC class II molecules. Most importantly, treatment of cells with the mild acid solutions of this example do not affect the cell's viability or metabolic state. The mild acid treatment is rapid since the stripping of endogenous peptides occurs in two minutes at 4° C. and the APC is ready to perform its function after the appropriate peptides are loaded. In this example we utilized the technique to make peptide specific APCs for the generation of primary antigen-specific CTL. The resulting APC were efficient in inducing peptide-specific CD8+ CTL.


Measurements by FACS Analysis.


PHA-induced T-cell blasts were acid stripped/peptide loaded according to the methods described in Example 15. The resulting cells were stained for FACS analysis using anti-HLA-A2 (BB7.2) and anti-HLA alpha chain-specific (9.12.1) monoclonal antibodies. Controls for this experiment included the same cell population which was not treated at pH 3 (but treated with PBS buffer at pH 7.2), and with cells treated with citrate-phosphate buffer (to strip the MHC) but neutralized in the absence of β2 microglobulin and peptide. The results presented in FIG. 28, indicate that treatment of these cells with the citrate-phosphate (pH 3) buffer significantly reduced (10-fold) the reactivity of the cells toward both anti-HLA class I antibodies alone (anti-HLA-A2 and the alpha chain specific), but not towards a monoclonal antibody specific for class II MHC molecules (anti-HLA-DR). Most importantly, neutralization of the acid-stripped cells in the presence of B2 microglobulin and peptide resulted in preservation of a significant amount of class I MHC antibody-reactive sites, with only a 2.5-fold decrease in fluorescence intensity. Importantly, the acid-treated cells remained viable, as measured by trypan blue exclusion and forward/lateral FACS scatter analysis. Similar results were obtained using EBV-transformed B cell lines, fresh (or frozen) PBMC and other peptides (which bind to either HLA-A2.1 or HLA-A1) (data not shown).


Binding of Radiolabeled Peptides to Empty MHC Molecules.


To determine the efficiency of peptide loading using the cold temperature incubation or acid stripping/peptide loading protocol, JY cells (an HLA-A2.1 EBV-transformed B cell line) were preincubated at 26° C. overnight or acid-stripped to remove the endogenous MHC-associated peptides and the loading of exogenous peptide was determined using a 125I-radiolabelled HLA-A2.1 binding peptide. The specificity of this reaction was determined by measuring the inhibition of labelled peptide binding using a cold peptide of the same sequence. Results presented in TABLES 123-124 demonstrate that acid-treatment of the cells increased significantly (approximately 10-fold) the amount of labeled peptide binding to the JY cells. Furthermore, the binding of labelled peptide was completely blocked by the addition of the cold peptide, demonstrating specific binding (data not shown).


In Vitro Induction of Primary Antigen-Specific CTL Using Acid Stripped/Peptide Loaded APCS.


Additional critical parameters for the induction of primary CTL using both the cold temperature incubation and acid strip protocol are: 1) enrichment of CD8+ T-cells in the responder cell population (or depletion of CD4+ T-cells), 2) addition of rIL-7 to the CTL induction cultures from day 0, and 3) restimulation of the cultures with antigen on day 12-14 using autologous adherent cells pulsed with peptide.


Example 42
Screening Peptides to Identify CTL Epitopes

In order to identify CTL epitopes, CTL was stimulated by SAC-I activated PBMCs as APC. Cold temperature expression of the MHC in which class 1 β2 microglobulin complex is unstable was utilized in addition to acid stripping to generate PBMC APC.


Complete Culture Medium.


The tissue culture medium used in this study consisted of RPMI 1640 with Hepes and L-glutamine (Gibco) supplemented with 2 mM L-glutamine (Irvine Scientific), 0.5 mM sodium pyruvate (Gibco), 100 U/100 ug/ml penicillin/streptomycin (Irvine), and 5% heat-inactivated Human Serum Type AB (RPMI/5% HS; Gemini Bioproducts). Culture media used in the growth of EBV-transformed lines contained 10% heat-inactivated fetal calf serum (RPMI/10% FCS, Irvine) instead of human serum.


Cytokines.


Recombinant human Interleukin-2 (rIL-2) and Interleukin-4 (rIL-4) were obtained from Sandoz and used at a final concentration of 10 U/ml and 10 ng/ml, respectively. Human interferon-γ (IFN-γ) and recombinant human Interleukin-7 (rIL-7) were obtained from Genzyme and used at 20 U/ml and 10 ng/ml, respectively.


Peptides.


Peptides were synthesized at Cytel and are described in TABLES 123-124. Peptides were routinely diluted in 100% DMSO at 20 mg/ml, aliquoted, and stored at −70° C. until use.


Cell Lines.


JY, Steinlin, EHM, BVR, and KT3 are homozygous human EBV-transformed B cell lines expressing HLA A2.1, A1, A3, A11, and A24, respectively. They are grown in RPMI/10% FCS. K562, an NK cell sensitive, erythoblastoma line grown in RPMI/10% FCS, was used for reduction of background killing in CTL assays. Melanoma cell lines either expressing the MAGE antigen, mel 397 and mel 938, or not expressing the MAGE antigen; mel 888, were also grown in RPMI/10% FCS.


Isolation of Peripheral Blood Mononuclear Cells (PBMCs).


Whole blood was collected into heparin containing syringes and spun in 50 cc tubes at 1600 RPM (Beckman GS-6KR) for 15 minutes. The plasma layer was then removed and 10 ml of buffy coat was collected with a pipette using a circular motion. The buffy coat was mixed well and diluted with an equal volume of RPMI. The buffy coat (30 ml) was then layered on 20 ml of Ficoll-Paque (Pharmacia) and centrifuged at 1850 RPM (400×g) for 20 minutes, 25° C., with the brake off. The interface between the ficoll and the plasma containing the PBMCs was recovered with a transfer pipet (two interfaces per 50 ml tube) and washed three times with 50 ml of RPMI (1700, 1500, and 1300 RPM for 10 minutes). Cells were resuspended in 10-20 ml of culture medium, counted, and adjusted to the appropriate concentration.


Freezing PBMCs.


30 million cells/tube (90% FCS/10% DMSO; Sigma) were inserted into a Nalgene Cryo 1° C. Freezing Container containing isopropanol (Fisher) and placed at −70° C. from 4 hrs (minimum) to overnight (maximum). The isopropanol was changed every five times. Tubes were transferred to liquid nitrogen for long term storage. To thaw, PBMCs were continuously shaken in a 37° C. water bath until the last crystal was almost thawed (tubes were not allowed to sit in the water bath or at room temperature for any period of time). Cells were diluted into serum-free RPMI containing 30 μg/ml DNase to prevent clumping by dead cell DNA and washed twice.


Induction of Primary CTL Using SAC-I Activated PBMCs as APCs


a. Preparation of APCs:


PBMCs were purified using the standard Ficoll-Paque protocol and resuspended at 1×106/ml in RPMI/5% FCS containing 0.005% Pansorbin cells (SAC-I cells expressing Protein A; Calbiochem), 20 μg/ml Immunobeads (Rabbit anti-Human IgM; Biorad), and 20 ng/ml of human rIL-4. Two ml of cells per well were plated in a 24-well plate (Falcon, Becton Dickinson) and cultured at 37° C. After 3 days, the medium was removed and the cells were washed three times followed by addition of RPMI/10% HS. The cells were used after culturing for an additional 2 days in RPMI/10% HS.


b. Expression of Empty Class I Molecules on the Surface of APCs and Peptide loading of APCs.


1. Cold temperature incubation:

    • a. Expression of empty MHC in APCs: The APCs were adjusted to a concentration of 2×106/ml in complete culture medium containing 10 ng/ml rIL-4, 20 U/ml human IFN-γ, and 3 μg/ml β2 microglobulin (β2m; Scripps Lab). The cells were then incubated overnight at 26° C. in the presence of 5% CO2. It should be noted that these cells only express a fraction of Class I molecules in the empty state (˜10%).
    • b. Peptide loading of APC stimulator cells: Empty Class I expressing APCs were washed 1-2 times with serum free RPMI (+L-glutamine and Hepes) and resuspended at 1×107 in serum-free RPMI containing 50 μg/ml total of the peptide pool (i.e., 16.7 μg/ml of each peptide in a pool of three; 25 μg/ml of each peptide in a pool of two; 50 μg/ml of individual peptide), 30 μg/ml DNAse, and 3 μg/ml β2m. Following a 4 hour incubation at 20° C., the cells were irradiated at 6100 rads (5×106/ml; 25 million cells/tube), washed and adjusted to the appropriate concentration for addition to the induction culture (see below).


2. Acid stripping: This was used as an alternative method for generating empty MHC on the surface of the APCs. The SAC-I activated PBMCs were washed once in cold 0.9% sodium chloride (J. T. Baker) containing 1% BSA. The cells were resuspended at 107/ml in cold citrate-phosphate buffer (0.13M L-ascorbic acid [J. T. Baker], 0.06M sodium phosphate monobasic [Sigma], pH3) containing 1% BSA and 3 μg/ml β2m and incubated on ice. After 2 minutes, 5 volumes of cold 0.15M sodium phosphate monobasic buffer, pH7.5, containing 1% BSA, 3 μg/ml β2m, and 10 μg/ml peptide [neutralizing buffer #1] was added and the cells centrifuged at 1500 RPM for 5 minutes at 4° C. The cells were resuspended in 1 ml of cold PBS containing 1% BSA, 30 μg/ml DNase, 3 μg/ml β2 microglobulin, and 50 μg/m1 peptide [neutralizing buffer #2] and incubated for 4 hours at 20° C. As above, subsequent to the four hour incubation at 20° C., the cells were irradiated at 6100 rads (5×106/ml; 25 million cells/tube), washed, then adjusted to the appropriate concentration for addition to the induction culture (see below).


c. Preparation of the CD4+ Depleted PBMC Responder Cell Population (Depletion of Lymphocyte Sub-Populations Using AIS Flasks).


AIS MicroCellector T-150 flasks (specific for the depletion of CD4+ T cells; Menlo Park, Calif.) were primed by adding 25 ml of PBS/1 mM EDTA, swirling for 30 seconds so that all surfaces were moistened, and then incubating with the binding surface down at room temperature for 1 hour. Following this incubation, flasks were shaken vigorously for 30 seconds, washed 1 time with PBS/EDTA, 2 additional times with PBS and then incubated with 25 ml of culture medium for 15 minutes. PBMCs were thawed in serum-free RPMI (+L-glutamine+Hepes) containing 30 μg/ml DNAse, washed once, and incubated for 15 minutes in culture medium. Following aspiration of culture medium from the flasks, up to 180 million PBMCs were added in 25 ml of culture medium containing 30 μg/ml DNAse. After 1 hour at room temperature, the flasks were rocked gently for 10 seconds to resuspend the nonadherent cells. The nonadherent cell suspension containing the CD8+ T cells was collected and the flasks were washed 2 times with PBS. The CD4+ T cell depleted PBMCs were centrifuged and counted for addition to the induction culture. The CD4+ and CD8+ phenotype of the CD4+ depleted cell population was determined by FACS analysis (see below). In general, this technique resulted in a two-fold enrichment for CD8+ T cells with an average of approximately 40-50% CD8+ T cells and 15-20% remaining CD4+ T cells following depletion of CD4+ T cells. Depletion of CD4+ T cells can also be accomplished by antibody and complement or antibody coated magnetic beads (Dynabeads). Depletion of CD4+ T cells served the purpose of enriching CTLp and removing cells which would complete for cell nutrients and may interfere with CTLp expansion.


d. Induction of Primary CTL.


During the 4 hour peptide loading of the stimulator APCs, CD4+ depleted PBMC to be used as the responder population were prepared utilizing AIS flasks for selection of CD8+ T cells through the depletion of CD4+ T cells (above). The responder cells were plated at 3×106/ml in a 1 ml volume (24 well plate) and placed at 37° C. until the peptide loaded stimulator APCs were prepared. The irradiated, peptide loaded APCs were washed 1 time in serum-free RPMI (+L-glutamine and Hepes), adjusted to 1×106/m1 in complete medium, and plated into a 24 well plate at 1 ml/plate: For PBMC, 1×106 stimulator cells (1 ml volume) were plated into the wells containing the responder cells; For SAC-I activated PBMC and PHA blasts, 1 ml of 3×105/ml stimulator cells were plated in each well. A final concentration of 10 μg/ml of additional peptide was added in addition to 10 ng/ml final concentration of rIL-7 (2 ml total volume). On day 7 an additional 10 μg/ml rIL-7 was added to the culture and 10 U/ml rIL-2 was added every 3 days thereafter. On day 12, the cultures were restimulated with peptide pulsed adherent cells and tested for cytolytic activity 7 days later (below).


Protocol for Restimulation of Primary CTL Using Adherent APC.


PBMCs were thawed into serum-free RPMI (+L-glutamine and Hepes) containing 30 μg/ml DNAse, washed 2 times, and adjusted to 5×106/ml in culture medium containing DNAse. PBMCs (25 million cells/tube in 5 ml) were irradiated at 6100R. After 1 wash, the PBMCs were resuspended in culture medium and adjusted to 4×106/ml. 1 ml of irradiated PBMCs was added per well of a 24-well plate. The PBMC were incubated for 2 hours at 37° C., washed 3 times to remove non-adherent cells, and cultured in medium containing 20 μg/ml total peptide and 3 μg/ml β2 microglobulin added in a 0.5 ml volume and again incubated for 2 hours at 37° C. The peptide was aspirated and 1.5×106 responder cells resuspended in culture medium were added in a 1 ml volume. After 2 days, 1 ml of culture medium containing 20 U/ml rIL-2 was added.


FACS Analysis.


One million cells/tube were centrifuged, resuspended in 100 μl/tube PBS/0.1% BSA/0.02% sodium azide (Sigma) plus 10 μl/tube directly conjugated antibody (Becton Dickinson), and incubated on ice 15-20 minutes. Cells were then washed 2 times with PBS/0.1% BSA/0.02% sodium azide and resuspended in PBS to analyze on FACScan (Beckton Dickinson). When it was not possible to analyze samples within 1-2 days, cells were fixed with PBS containing 1% paraformaldehyde (Fisher) and analyzed within one week.


Cytotoxicity Assay


a. Target Cell Preparation.


Approximately 16-20 hours prior to the CTL assay, target cells (Class I matched EBV-transformed lines) were washed once and resuspended in a 10 ml volume at 3×105/ml in RPMI/5% FCS in the presence or absence of 10 μg/ml total peptide.


b. Labeling of Target Cells:


Target cells were centrifuged and resuspended in 200 μl/tube sodium 51Cr chromate (NEN), then incubated at 37° C. for 1 hour on a shaker. Targets were washed 3 times (10 ml/wash) with RPMI/10% FCS and resuspended in 10 ml (to determine the efficiency of labelling, 50 μl/target was counted on the Micromedic automatic gamma counter).


c. CTL Assay.


Target cells were adjusted to 2×105/ml and 50 μl of the cell culture was added to each well of a U-bottomed 96-well plate (Costar Corp.) for a final concentration of 1×104/well. K562 cells were washed once, resuspended at 4×106/ml, and 50 μl/well was added for a final concentration of 2×105/well (ratio of cold K562 to target was 20:1). Responder cells were washed once, resuspended at 9×106/ml, and three fold serial dilutions were performed for effector to target ratios of 90:1, 30:1, 10:1, and 3:1. Responder cells were added in a volume of 100 μl in duplicate wells. For spontaneous release, 50 μl/well of labelled target cells, 50 μl/well K562, and 100 μl/well of medium was added. For maximum release, 50 μl/well target, 50 μl/well K562, and 100 μl/well of 0.1% Triton-X100 (Sigma) was added. Plates were centrifuged for 5 minutes at 1200 RPM. Following a 5 hour incubation at 37° C., plates were centrifuged again for 5 minutes at 1200 RPM, and 100 μl/well of supernatant was collected. Standard gamma counting techniques (Micromedic automatic gamma counter; 0.5 minutes/tube) were used to determine the percent specific lysis according to the formula: % specific lysis=cpm experimental−cpm spontaneous release/cpm maximum release−cpm spontaneous release×100. A cytotoxicity assay (CTL assay) was considered positive if the lysis by CTL of targets sentized with a specific peptide at the two highest effector to target (E:T) ratios was 15% greater than lysis of control targets (i.e., target cells without peptide). A cytotoxicity assay (CTL assay) was considered borderline if the lysis by CTL of targets sensitized with a specific peptide at the two highest effector to target (E:T ratios was 6% greater than lysis of control targets (i.e., target cells without peptide).


d. Results.


Of the peptides that bind to the indicated alleles, 9 of the 49 MAGE peptides, 10 of the 45 HIV peptides, 3 of the 25 HCV peptides, and 2 of the 20 HBV peptides tested to date induced primary CTL in vitro. Representative graphs illustrating CTL responses to various immunogenic peptides are shown for MAGE (FIG. 35), HIV (FIG. 36), HCV (FIG. 37), and HBV (FIG. 38). The CTL induction data are summarized in TABLE 123-124 which lists the immunogenic peptides which bind to the appropriate MHC and induce primary CTL in vitro. Indicated is the peptide's sequence, corresponding antigen and HLA allele to which it binds. Results shown in FIG. 33 illustrate lysis of peptide sensitized targets and endogenous targets following stimulation with SAC-I activated PBMCs loaded with a MAGE 3 peptide, 1044.07 by the cold temperature and incubation technique. FIG. 34 shows a comparison of the acid strip loading technique (Panel a) with the cold temperature incubation technique (panel b).


Example 43
Analog Peptides with Substitutions at Primary and Secondary Anchor Positions and Effects on A24 Binding

A model poly alanine 9-mer peptide containing the A24-allele specific motif of Y in position 2 and F in position 9 was used to evaluate the possibility that there are other residues that can serve as primary anchors for peptide binding to HLA-A24 molecules. It was found that in position 2 not only Y, but also F, M, and possibly W, were accepted. The acceptability of W at position 2 was confirmed by data in this Example. At the C-termini of 9 or amino acid ligands, F and W were most preferred, but also L and I were accepted. From these results, it was concluded that A24 binding of any peptide which carries a tolerated residue in position 2 or the C-terminal position (for example, M in position 2) should be increased by creating an analog peptide by replacing the acceptable residue with a more canonical anchor.


The results of further experiments describing the prominent role of amino acids which were not primary anchors as determinants of A24 binding capacity have been determined (see, e.g., Kondo, et al, J. Immunol. 155:4307 (1995)). Thus, an overall A24 binding data was compiled, and for each position the relative average binding affinity of peptides carrying particular residues was calculated. Based on this calculation, preferred and deleterious residues were identified; these are shown in FIG. 44.


Secondary Residues of 9-mer Peptides and A24 Binding.


In the case of 9-mer peptides it was found, for example, that peptides carrying G or negatively charged residues (D, E) at position 1 tended to bind poorly, with an average affinity 10-fold lower than the average affinity of a sample panel of 141 different 9-mer peptides analyzed. By contrast, peptides carrying aromatic residues (F, Y, W) at position 1 bound very well with an average affinity 11.8-fold higher than the overall average. Peptides with positively charged residues (R, K, M in position one also tended to bind well, with average affinity 4.6-fold higher than the overall average.


Negative effects on A24 binding capacity were also detected when certain residues were present at several other positions: D or E at positions 3 and 6, G at positions 4 and 7, positive charges (K, R, H) at position 6, A at position 8, P at position 5, and amides (Q and N) at positions 5 and 8. Conversely, it was found that aromatic (Y, F, W) residues favored A24 binding when found at position 7 or 8, and small hydrogen bonding residues such as (S, T, C) had a positive effect when present at position 4.


Thus, it was found that every single position along the 9-mer sequence can influence A24 binding. It was also interesting that hydrophobic residues (F, W, Y, L, I, V, and M) were never associated with poor binding.


10-mer Peptides and A24 Binding.


A similar analysis was also performed with 10-mer peptides. Analogous to the preceding section concerning 9-mers, several secondary effects were also discerned when analogs were prepared of 10 mer peptides.


As was the case for 9-mer peptides, negative residues (D, E) in position 3 and 6 were associated with poor binding. In general, however, the map of secondary effects for 10-mers was quite distinct from that of 9-mers. For example, P, in the case of 9-mer peptides, was not associated with significantly increased binding at any position and was even associated with decreased binding at position 5. However, for 10-mers, P was associated with increased binding capacity when found at positions 4, 5, or 7 of 10-mer peptide ligands.


In 10-mer peptides, position 5 appears to be most important in terms of secondary effects, with (besides the already mentioned P) Y, F, and W associated with good A24 binding and R, H, and K associated with poor binding capacity. The presence of A at positions 7 and 9, and amide (Q, N) residues at positions 4 and 8 were also associated with poor binding capacity. Thus, in accordance with the principles for preparing peptide analogs disclosed herein, this information provides guidance for the preparation of 9-mer and 10-mer analogs of peptides that bind HLA A24 molecules.


Example 44
Immunogenicity of HPV Peptides in A2.1 Transgenic Mice

A group of 14 HPV peptides, including 9 potential epitopes plus 3 low binding and one non-binding peptides as controls was screened for immunogenicity in HLA-A2.1 transgenic mice using the methods described in Example 10. To test the immunogenic potential of the peptides, HLA A2.1 transgenic mice were injected with 50 ig/mouse of each HPV peptide together with 140 μg/mouse of helper peptide (HBV core 128-140 (TPPAYRPPNAPIL (SEQ ID NO:14633)). The peptides were injected in the base of the tail in a 1:1 emulsion IFA. Three mice per group were used. As a positive control, the HBV polymerase 561-570 peptide, which induced a strong CTL response in previous experiments, was utilized.


Based on these results (TABLE 179), four unrelated peptides were considered to be the most immunogenic: TLGIVCPI (SEQ ID NO:12084), LLMGTLGIV (SEQ ID NO:12330), YMLDLQPETT (SEQ ID NO:12305), and TIHDIILECV (SEQ ID NO:12310). TLGIVCPI (SEQ ID NO:12084) and YMLDLQPETT (SEQ ID NO:12305) were found to be good HLA-A2.1 binders, while LLMGTLGIV and TIHDIILECV were found to be intermediate binders in previous binding assays.


Mixtures of Selected HPV Epitopes

A combination of CTL peptides and a helper peptide were tested for the ability to provide an increased immune response. The four single peptides were injected separately in order to compare their immunogenicity to injections containing only the two good binders or only the two intermediate binders. In addition all four peptide were injected together. To further evaluate the immunogenicity of a combination of peptides with different binding affinity decreases, another control was introduced in this experiment. A mixture of the two good binders was injected in a different site than the mixture of the two intermediate binders into the base of the tail of the same mouse. All groups of CTL epitopes were injected together with the HBVc helper epitope, with the exception of two groups in which all four HPV coinjected with two different doses of a PADRE helper peptide (aKXVAAWTLKAAa, where a is d-alanine and X is cyclohexylalanine) either 1 μg or 0.05 μg per mouse.


All four peptides induced a strong CTL response when injected alone and tested using target cells labeled with the appropriate peptide (TABLE 180). TLGIVCPI (SEQ ID NO:12330) proved to be the strongest epitope, an observation confirming the results described above. When mixtures of all four peptides were injected and the responses were stimulated in vitro and tested with target cells pulsed with each single peptide, all combinations showed a strong CTL response. No significant difference was observed when the two helper epitopes were compared. This might in part be due to the fact that the highest dose of PADRE used in this experiment was 140-fold lower than the one for the HBV helper peptide.


Injection of mixtures of the two good binders together or the two intermediate binders resulted in a very low CTL response in both cases even though the single peptides were highly effective. These results, however, are due to a very low number of cell recovery after splenocyte culture of 6 days and are therefore regarded as preliminary.


TABLE 176 provides the results of searches of the following antigens cERB2, EBNA1, HBA, HCV, HIV, HPV, MAGE, p53, and PSA. Only peptides with binding affinity of at least 1% as compared to the standard peptide is shown in the far right column. The column labeled “Pos.” indicates that position in the antigenic protein at which the sequence occurs.


TABLE 177 also provides the results of these searches. Binding affinities are expressed as percentage of binding compared to standard peptide in the assays as described in Example 5.


Example 45
Effects of Secondary Anchor Residues on A1 Binding

An analysis similar to that described above for A24 was also described for peptides that bear a motif correlated to binding to the HLA-A*0101 allele molecules. Briefly, previous studies have defined two different peptide binding motifs specific for HLA-A*0101: A motif defining anchors at position 2 and the C-terminus, and a motif with anchors at position 3 and the C-terminus. Such motifs for binding to the same HLA allele are referred to as “submotifs.”


Thus, 9-mer and 10-mer maps of secondary interactions were derived for both A*0101 submotifs. To derive such maps of secondary interactions, the relevant A*0101 binding data of peptide sets corresponding to each of the two motifs were compiled. For each position, the relative average binding affinity of peptides carrying each particular residue was calculated. To compensate for the low occurrence of certain residues, and to obtain a more significant sampling, amino acids carrying chemically similar side chains were combined, as suggested by Ruppert et al., supra.


The results obtained by this type of analysis for 9-mer peptides are shown in FIG. 42A and FIG. 42B for the 2-9 and 3-9 motifs, respectively; diagrams illustrating the secondary effects detected by this analysis are also shown as FIG. 42C and FIG. 42D (for the 2-9 and 3-9 motifs, respectively). Increases or decreases in average affinity greater than four-fold are defined as significant, as described herein, and were used to determine preferred or deleterious residues.


In general, for most positions binding capacity was affected, either negatively or positively, by the presence of particular residue types. For example, in the case of the 2-9 motif, it was found that peptides carrying either D or E at position 1 bound poorly to A*0101 molecules, with an average relative binding capacity (ARBC) of 0.20. Conversely, peptides carrying aromatic residues (Y, F, or W) at the same position (position 1) bound with an affinity, on average, four-fold higher (ARBC 4-0) than the overall average binding capacity of the entire peptide set.


Inspection of the diagrams reveals some interesting features of peptide binding to A*0101. First, as noted above, the anchors at positions 2 and 3 act synergistically with each other. The affinity of peptides carrying the M, S or T anchors in position 2 is dramatically increased by the presence of D or E in 3 (and to a lesser extent by A). Conversely, the affinity of peptides carrying the D or E anchors at position 3 was dramatically increased by the presence of S, T, and M (but also other hydrophobic or short chain molecules such as L, V, I, C and A) at position 2.


The degree to which peptides bearing either the 9-mer or 10-mer motifs differ in binding to the A*0101 HLA molecule is revealed by examining other positions. Comparing the values in FIG. 42A and FIG. 42B, it is clear that there are numerous examples where residues neutral in the context of one motif had positive or negative effects in the context of the other motif. At position one, for example, in the 2-9 motif G and aromatic (Y, F, and W) residues are preferred (ARBC>4.0), A and positively charged (R, H, and K) residues are relatively neutral (ARBCs between 4.0 and 0.25), and negatively charged (D and E) residues are deleterious (ARBC <0.25). In the case of peptides carrying the 3-9 motif, a different pattern is noted for position one and, with the exception of G, which is still preferred, the preferences are shuffled. Positively charged residues at position one have a significant positive influence on peptide binding (ARBC of 8.3), negatively charged and aromatic residues are neutral (ARBCs of 1.3 and 0.61, respectively), and A is deleterious (ARBC of 0.15). Similar types of modulation are observed at each position along the motif.


Overall, the shifts in secondary anchor preference from motif to motif are set forth in the summary diagrams shown in FIG. 42A, FIG. 42B, FIG. 42C, and FIG. 42D. In this context, it can be seen that, with the lone exception of the shared preference for G in position one, and excluding the position 2 and 3 co-anchors, the extended motifs of the two A*0101 9-mer motifs are in fact completely different. Thus, in a quantitative sense, the two 9-mer motifs have only one secondary effect out of 27 (3.7%) in common. The degree to which these A*0101 motifs differ is in striking contrast to the multiple similarities noted between the extended motifs of A24, A*0201, and A3 molecules (Kondo, et al., supra, where it was observed that between 3 and 5 (13-26%) secondary effects were shared between any two extended motifs.


Effects of Secondary Residues on A1 Binding for 10-mer Peptides.


Analogous to what was described in the section above for 9-mer ligands, secondary anchor residues and secondary effects were also defined for the 2-10 and 3-10 submotifs for peptides that bind to HLA A1 molecules. The results of these analyses are presented in FIG. 43A and FIG. 43B, FIG. 43C, and FIG. 43D. Once again, it appeared the anchors present in position 2 and 3 could act synergistically with each other. The presence of D, E (and to a much lesser extent A, Q and N) in position 3, in the context of the 2-10 motif, and of hydrophobic (L, I, V, M) or short chain (S, T, C) residues in position 2, in the context of the 3-10 submotif, were associated with significant increases in average binding affinity.


Comparison of the two 10-mer motifs at positions other than 2, 3 and the C-termini indicates that, as was the case with 9-mer peptides, modulation in secondary anchor specificity occurs dependent on what the primary anchor residues are. For example, at position 7, A and S, T, and C are preferred in the 2-10 motif, but are neutral in the 3-10 motif. Conversely, G is preferred in the 3-10 motif, but is neutral in the 2-10 motif. However, it is also evident that, in contrast to the 9-mer motifs, these differences observed in 10-mers are much less striking. In fact, the two 10-mer motifs share a number of preferences. For example, Y, F, and W in positions 1 and 5, A in 4, P in 7, and G in 8 had positive effects for both motifs. Similarly, R, H, and K in 8 were deleterious in both 10-mer motifs (FIGS. 5c and 5d). In total, the two 10-mer motifs shared 6 secondary effects out of 25 (24%).


In accordance with the principles for preparing peptide analogs disclosed herein, this information provides guidance for the preparation of 9-mer and 10-mer peptides that bind to HLA A1 molecules.


These example and equivalents thereof will become more apparent to those skilled in the art in light of the present disclosure and the accompanying claims. It should be understood, however, that the examples are designed for the purpose of illustration only and not limiting of the scope of the invention in any way. All patents and publications cited herein are fully incorporated by reference herein in their entirety.














TABLE 2








SEQ







ID




Peptide
AA
Sequence
NO
Source
A*0201




















17.0317
9
LQIGNIISI
1
Flu.24
0.0130


38.0103
9
NLSLSCHAA
2
CEA.432
0.0110


1233.11
9
YLSGANLNV
3
CEA.605V9
0.0690


1295.03
9
SMPPPGTRV
4
p53.149M2
0.0290


1295.04
9
SLPPPGTRV
5
p53.149L2
0.0410


1317.24
9
KTCPVQLWV
6
p53.139
0.0069


1323.02
9
KLLPENNVV
7
p53.24V9
0.0130


1323.04
9
ALNKMFBQV
8
p53.129B7V9
0.0260


1323.06
9
KLBPVQLWV
9
p53.139L2B3
0.1100


1323.08
9
BLTIHYNYV
10
p53.229B1L2V9
0.0430


1323.18
10
LLPPQHLIRV
11
p53.188L2
0.0061


1323.29
11
YMCNSSCMGGM
12
p53.236
0.0075


1323.31
11
YLCNSSCMGGV
13
p53.236L2V11
0.2300


1323.34
11
KLYQGSYGFRV
14
p53.101L2V11
0.0620


1324.07
9
CQLAKTCPV
15
p53.135
0.0240


1325.01
9
RLPEAAPPV
16
p53.65L2
0.0640


1325.02
9
GLAPPQHLV
17
p53.187V9
0.0130


1325.04
9
KMAELVHFL
18
MAGE3.112M2
0.2100


1325.05
9
KLAELVHFL
19
MAGE3.112L2
0.2500


1326.01
9
CLLAKTCPV
20
p53.135L2
0.0400


1326.02
9
KLSQHMTEV
21
p53.164L2
0.0410


1326.04
9
ELAPVVAPV
22
p53.68L2V9
0.0860


1326.06
10
QLAKTCPVQV
23
p53.136
0.0320


1326.08
9
HLTEVVRRV
24
p53.168L2
0.0180


1329.01
11
KTYQGSYGFRL
25

0.0028


1329.03
10
VVVPYEPPEV
26
p53.216
0.0081


1329.14
9
BQLAKTBPV
27
p53.135B1B7
0.0490


1329.15
9
BLLAKTBPV
28
p53.135B1L2B7
0.1100


1330.01
9
QIIGYVIGT
29
CEA.78
0.0160


1330.02
9
QLIGYVIGV
30
CEA.78L2V9
0.5300


1330.05
9
YVCGIQNSV
31
CEA.569
0.0510


1330.06
9
YLCGIQNSV
32
CEA.569L2
0.1000


1330.07
9
ATVGIMIGV
33
CEA.687
0.1400


1330.08
9
ALVGIMIGV
34
CEA.687L2
0.5000


1330.09
10
VLYGPDDPTI
35
CEA.411
0.0170


1330.10
10
VLYGPDDPTV
36
CEA.411V10
0.0310


1331.02
9
DLMLSPDDV
37
p53.42V9



1331.03
9
ALMLSPDDI
38
p53.42A1



1331.04
9
ALMLSPDDV
39
p53.42A1V9



1331.05
9
DLMLSPADI
40
p53.42A7



1331.06
9
DLMLSPADV
41
p53.42A7V9



1331.07
9
DLMLSPDAI
42
p53.42A8



1331.08
9
DLMLSPDAV
43
p53.42A8V9



38.0007
9
AILTFGSFV
44
KSHV.89
0.0850


38.0009
9
HLRDFALAV
45
KSHV.106
0.0183


38.0015
9
ALLGSIALL
46
KSHV.155
0.0470


38.0018
9
ALLATILAA
47
KSHV.161
0.0490


38.0019
9
LLATILAAV
48
KSHV.162
0.1600


38.0022
9
RLFADELAA
49
KSHV.14
0.0150


38.0024
9
YLSKCTLAV
50
KSHV.65
0.2000


38.0026
9
LVYHIYSKI
51
KSHV.153
0.0457


38.0029
9
SMYLCILSA
52
KSHV.208
0.0250


38.0030
9
YLCILSALV
53
KSHV.210
0.3500


38.0033
9
VMFSYLQSL
54
KSHV.268
0.5000


38.0035
9
RLHVYAYSA
55
KSHV.285
0.0270


38.0039
9
GLQTLGAFV
56
KSHV.98
0.0110


38.0040
9
FVEEQMTWA
57
KSHV.105
0.0380


38.0041
9
QMTWAQTVV
58
KSHV.109
0.0110


38.0042
9
IILDTAIFV
59
KSHV.130
0.6800


38.0043
9
AIFVCNAFV
60
KSHV.135
0.0910


38.0046
9
AMGNRLVEA
61
KSHV.172
0.0200


38.0047
9
RLVEACNLL
62
KSHV.176
0.0180


38.0059
9
TLSIVTFSL
63
KSHV.198
0.2200


38.0063
9
KLSVLLLEV
64
KSHV.292
0.1400


38.0064
9
LLLEVNRSV
65
KSHV.296
0.0270


38.0068
9
FVSSPTLPV
66
KSHV.78
0.0350


38.0070
9
AMLVLLAEI
67
KSHV.281
0.0820


38.0075
9
QMARLAWEA
68
KSHV.1116
0.0990


38.0131
10
VLALEGIFMA
69
KSHV.10
0.0730


38.0132
10
YLYHPLLSPI
70
KSHV.27
0.1400


38.0134
10
SLFEAMLANV
71
KSHV.49
0.9500


38.0135
10
STTGINQLGL
72
KSHV.62
0.0710


38.0137
10
LAILTFGSFV
73
KSHV.88
0.0160


38.0139
10
ALLGSIALLA
74
KSHV.155
0.0360


38.0141
10
ALLATILAAV
75
KSHV.161
0.1100


38.0142
10
LLATILAAVA
76
KSHV.162
0.0110


38.0143
10
RLFADELAAL
77
KSHV.14
0.1800


38.0148
10
YLSKCTLAVL
78
KSHV.65
0.0300


38.0150
10
LLVYHIYSKI
79
KSHV.152
0.0130


38.0151
10
SMYLCILSAL
80
KSHV.208
0.0360


38.0153
10
HLHRQMLSFV
81
KSHV.68
0.0160


38.0163
10
LLCGKTGAFL
82
KSHV.167
0.0100


38.0164
10
ETLSIVTFSL
83
KSHV.197
0.0180


39.0063
9
VMCTYSPPL
84
mp53.119
1.4000


39.0065
9
KLFCQLAKT
85
mp53.129
0.0160


39.0067
9
ATPPAGSRV
86
mp53.146
0.0130


39.0133
10
FLQSGTAKSV
87
mp53.110
0.0180


39.0169
10
CMDRGLTVFV
88
KSHV.311
0.0120


39.0170
10
VLLNWWRWRL
89
KSHV.327
0.1500


40.0070
9
GVFTGLTHI
90
HCV.1565
0.0110


40.0072
9
QMWKCLIRL
91
HCV.1611
0.0620


40.0074
9
IMTCMSADL
92
HCV.1650
0.0121


40.0076
9
ALAAYCLST
93
HCV.1674
0.2500


40.0080
9
VLSGKPAII
94
HCV.1692
0.0150


40.0082
9
FISGIQYLA
95
HCV.1773
0.1000


40.0134
10
YIMTCMSADL
96
HCV.1649
0.0300


40.0137
10
AIASLMAFTA
97
HCV.1791
0.0580


40.0138
10
GLAGAAIGSV
98
HCV.1838
0.0320


41.0058
8
MIGVLVGV
99
CEA.692
0.0120


41.0061
9
VLPLAYISL
100
TRP1
0.0110


41.0062
9
SLGCIFFPL
101
TRP1
0.9700


41.0063
9
PLAYISLFL
102
TRP1
0.0220


41.0065
9
LMLFYQVWA
103
TRP1
0.0270


41.0071
9
NLSIYNYFV
104
TRP1
0.2300


41.0072
9
NISVYNYFV
105
TRP1
0.0600


41.0075
9
FVWTHYYSV
106
TRP1
1.5000


41.0077
9
FLTWHRYHL
107
TRP1
0.5500


41.0078
9
LTWHRYHLL
108
TRP1
0.1600


41.0082
9
MLQEPSFSL
109
TRP1
0.6900


41.0083
9
SLPYWNFAT
110
TRP1
0.0110


41.0088
9
RLPEPQDVA
111
TRP1
0.0180


41.0090
9
VTQCLEVRV
112
TRP1
0.0160


41.0096
9
LLHTFTDAV
113
TRP1
0.2700


41.0100
9
NMVPFWPPV
114
TRP1
0.6200


41.0104
9
AVVGALLLV
115
TRP1
0.0210


41.0105
9
AVVAALLLV
116
TRP1
0.0390


41.0108
9
LLVAAIFGV
117
TRP1
1.9000


41.0112
9
SMDEANQPL
118
TRP1
0.0770


41.0114
9
VLPLAYISV
119
TRP1
0.1100


41.0115
9
SLGCIFFPV
120
TRP1
3.2000


41.0116
9
PLAYISLFV
121
TRP1
0.0310


41.0117
9
LLLFQQARV
122
TRP1
0.1100


41.0118
9
LMLFYQVWV
123
TRP1
2.4000


41.0119
9
LLPSSGPGV
124
TRP1
0.3700


41.0121
9
NLSIYNYFV
125
TRP1
0.9700


41.0122
9
NLSVYNYFV
126
TRP1
0.8700


41.0123
9
FLWTHYYSV
127
TRP1
5.6000


41.0124
9
SLKKTFLGV
128
TRP1
0.0224


41.0125
9
FLTWHRYHV
129
TRP1
0.3800


41.0129
9
MLQEPSFSV
130
TRP1
1.6000


41.0130
9
SLPYWNFAV
131
TRP1
0.5700


41.0131
9
ALGKNVCDV
132
TRP1
0.0160


41.0132
9
SLLISPNSV
133
TRP1
0.1300


41.0133
9
SLFSQWRVV
134
TRP1
0.0740


41.0134
9
TLGTLCNSV
135
TRP1
0.0330


41.0136
9
RLPEPQDVV
136
TRP1
0.1000


41.0137
9
VLQCLEVRV
137
TRP1
0.0360


41.0138
9
SLNSFRNTV
138
TRP1
0.0140


41.0139
9
SLDSFRNTV
139
TRP1
0.0440


41.0141
9
FLNGTGGQV
140
TRP1
0.0220


41.0142
9
VLLHTFTDV
141
TRP1
0.0180


41.0145
9
ALVGALLLV
142
TRP1
0.2600


41.0146
9
ALVAALLLV
143
TRP1
0.5800


41.0147
9
LLVALIFGV
144
TRP1
1.0000


41.0148
9
YLIRARRSV
145
TRP1
0.0170


41.0149
9
SMDEANQPV
146
TRP1
0.1600


41.0151
10
SLGCIFFPLL
147
TRP1
0.1800


41.0157
10
GMCCPDLSPV
148
TRP1
0.0950


41.0160
10
AACNQKILTV
149
TRP1
0.0120


41.0162
10
FLTWHRYHLL
150
TRP1
0.0830


41.0166
10
SLHNLAHLFL
151
TRP1
0.3900


41.0174
10
LLLVAAIFGV
152
TRP1
0.3000


41.0177
10
LLVAAIFGVA
153
TRP1
0.0820


41.0178
10
ALIFGTASYL
154
TRP1
0.0230


41.0180
10
SMDEANQPLL
155
TRP1
0.0250


41.0181
10
LLTDQYQCYA
156
TRP1
0.0320


41.0183
10
SLGCIFFPLV
157
TRP1
0.3200


41.0186
10
FLMLFYQVWV
158
TRP1
0.8100


41.0189
10
ALCDQRVLIV
159
TRP1
0.0530


41.0190
10
ALCNQKILTV
160
TRP1
0.0770


41.0191
10
FLTWHRYHLV
161
TRP1
0.0510


41.0197
10
SLHNLAHLFV
162
TRP1
0.5000


41.0198
10
NLAHLFLNGV
163
TRP1
0.4100


41.0199
10
NMVPFWPPVV
164
TRP1
0.2800


41.0201
10
ILVVAALLLV
165
TRP1
0.0190


41.0203
10
LLVALIFGTV
166
TRP1
0.1200


41.0205
10
ALIFGTASYV
167
TRP1
0.0900


41.0206
10
SMDEANQPLV
168
TRP1
0.0350


41.0207
10
LLTDQYQCYV
169
TRP1
0.2100


41.0212
11
LLIQNIIQNDT
170
CEA.107
0.0140


41.0214
11
IIQNDTGFYTL
171
CEA.112
0.0130


41.0221
11
TLFNVTRNDTA
172
CEA.201
0.0110


41.0235
11
LTLLSVTRNDV
173
CEA.378
0.0150


41.0243
11
GLYTCQANNSA
174
CEA.473
0.0290


41.0268
11
ATVGIMIGVLV
175
CEA.687
0.0160


44.0075
11
GLVPPQHLIRV
176
mp53.184.V3
0.0370


44.0087
11
GLAPPVHLIRV
177
mp53.184.V6
0.0330


44.0092
11
GLAPPEHLIRV
178
mp53.184.E6
0.1600


1227.10
9
ILIGVLVGV
179
CEA.691.L2
0.2300


1234.26
10
YLIMVKCWMV
180
Her2/
0.3800






neu.952.L2V10



1295.06
9
LLGRDSFEV
181
mp53.261
0.2000


1319.01
9
FMYSDFHFI
182
Flu.RRP2.446
0.4400


1319.06
9
NMLSTVLGV
183
Flu.RRP2.446
0.1700


1319.14
9
SLENFRAYV
184
Flu.RRP2.446
0.0430


1325.06

KMAELVHFV
185
Mage3.112
0.1900


1325.07

KLAELVHFV
186
Mage3.112
0.3500


1334.01

VLIQRNPQV
187
Her2/neu.153.V9
0.0910


1334.02

VLLGVVFGV
188
Her2/
2.1000






neu.665.L2V9



1334.03

SLISAVVGV
189
Her2/
0.7000






neu.653.L2V9



1334.04

YMIMVKBWMI
190
Her2/neu.952.B7
0.2700


1334.05

YLIMVKBWMV
191
Her2/
0.6900






neu.952.L2B7V10



1334.06

KLWEELSVV
192
Mage3.220.L2V9
0.4500


1334.08

AMBRWGLLV
193
Her2/
0.1400






neu.5.M2B3V9



1345.01
9
IJIGVLVGV
194
CEA.691.J2
0.0570


1345.02
9
ATVGIJIGV
195
CEA.687.J6
0.1595


1345.03
9
SJPPPGTRV
196
p53.149.72
0.0545


1345.04
10
LVFGIELJEV
197
MAGE3.160.J8
0.7650


918.12
8
ILGFVFTL
198
Flu.M1.59
0.7900


1095.22
9
KIFGSLAFL
199
Her2/neu



1090.01
10
YLQLVFGIEV
200
MAGE2



1126.01
9
MMNDQLMFL
201
PSM



1126.02
10
ALVLAGGFFL
202
PSM



1126.03
9
WLCAGALVL
203
PSM



1126.05
9
MVFELANSI
204
PSM



1126.06
10
RMMNDQLMFL
205
PSM



1126.09
9
LVLAGGFFL
206
PSM



1126.10
9
VLAGGFFLL
207
PSM



1126.12
9
LLHETDSAV
208
PSM



1126.14
9
LMYSLVHNL
209
PSM



1126.16
10
QLMFLERAFI
210
PSM



1126.17
9
LMFLERAFI
211
PSM



1126.20
10
KLGSGNDFEV
212
PSM



1129.01
10
LLQERGVAYI
213
PSM



1129.04
10
GMPEGDLVYV
214
PSM



1129.05
10
FLDELKAENI
215
PSM



1129.08
9
ALFDIESKV
216
PSM



1129.10
10
GLPSIPVHPI
217
PSM
















TABLE 3







HLA-DR motifs









Anchor residues of HLA-DR core motifs











p1
p4
p6





DR supertype
L, I, V, M, F, W, Y

L, I, V, M, S, T, P,





C, A


DR3 a
L, I, V, M, F, Y
D, E



DR3 b
L, I, V, M, F, Y, A
D, E, N, Q, S, T
K, R, H
















TABLE 4







ANTIBODY REAGENTS











anti-HLA
Name








HLA-A1
12/18




HLA-A3
GAPA3
(ATCC, HB122)



HLA-11, 24.1
A11.1M
(ATCC, HB164)



HLA-A, B, C
W6/32
(ATCC, HB95)



monomorphic
B9.12.1
(INSERM-CNRS)



HLA-B, C
B.1.23.2
(INSERM-CNRS)



monomorphic

















TABLE 5







Murine Class I Motifs









Anchor residues of mouse class I motifs











Allele
p2
p3
p5
C terminus





Db


N
L, I, V, M


Dd
G
P

L, V, I


Kb


YF
L, I, V, M


Kd
YF


L, I, V, M


Kk
ED


L, I, M, V, A


Ld
P


L, I, M, V, F,






W, Y
















TABLE 6







Summary











HLA-A3, 2 Allele-Specific Motif



Position
Conserved Residues














1




2
V, L, M



3
Y, D



4




5




6




7
I



8
Q, N



9
K



10
K

















TABLE 7







Summary











HLA-A1 Allele-Specific Motif



Position
Conserved Residues














1




2
S, T



3
D, E



4
P



5




6




7
L



8




9
Y



10
K

















TABLE 8







Summary











HLA-A11 Allele-Specific Motif



Position
Conserved Residues














1




2
T, V



3
M, F



4




5




6




7




8
Q



9
K



10
K

















TABLE 9







Summary











HLA-A24.1 Allele-Specific Motif



Position
Conserved Residues














1




2
Y



3
I, M



4
D, E, G, K, P



5
L, M, N



6
V



7
N, V



8
A, E, K, Q, S



9
F, L



10
F, A



























TABLE 10







SEQ










Peptide
Sequence
ID NO
AA
Organism
Protein
Position
Analog
A*0101
A*2902
A*3002

























83.0155
AYGPGPGKF
218
9
Artificial sequence
Consensus

A

44854
3.2


1420.37
AEIPYLAKY
219
9
Artificial sequence
pool consensus

A


144


21.0009
AADAAAAKY
220
9
Artificial sequence


PolyA
20




1428.08
AYSSWMYSY
221
9
EBV
EBNA3
176



4.9


26.0044
LAEKTMKEY
222
9
FluA
POL2
16

174




26.0076
GTYDYWAGY
223
9
Gonorrhea



141




26.0277
LSVHSIQNDY
224
10
Gonorrhea



279




26.0279
DTGQCPELVY
225
10
Gonorrhea



129




1448.01
DLLDTASALY
226
10
HBV
Core
419


74
37


1142.09
WFHISCLTF
227
9
HBV
NUC
102

85324
95
75094


83.0105
LSLDVSAAFY
228
10
HBV
pol
426

267
12
7.1


83.0106
LSGPGPGAFY
229
10
HBV
pol
426
A
25
1383
6.6


83.0107
LSLGPGPGFY
230
10
HBV
pol
426
A
21
132
8.2


83.0108
LSLDGPGPGY
231
10
HBV
pol
426
A
266
274
181


83.0109
KTYGRKLHLY
232
10
HBV
pol
1098

171
27
1.5


83.0110
KTGPGPGHLY
233
10
HBV
pol
1098
A
29
192
1.3


83.0111
KTYGPGPGLY
234
10
HBV
pal
1098
A
5.7
227
0.96


83.0112
KTYGGPGPGY
235
10
HBV
pol
1098
A
282
228
1.7


83.0128
KYTSFPWL
236
8
HBV
pol
745


>172413
346


1448.04
FAAPFTQCGY
237
10
HBV
pol
631


461
1364


1448.07
SYQHFRKLLL
238
10
HBV
POL
4

>83333
28
3768


1448.08
LYSHPIILGF
239
10
HBV
POL
492

3166
109
1116


1448.03
MSTTDLEAY
240
9
HBV
X
103


2565
396


83.0152
MYVGGPGPGVF
241
11
HCV
E1
275
A

89
2870


83.0126
VMGSSYGF
242
8
HCV
NS5
2639


145
41967


1448.06
EVDGVRLHRY
243
10
HCV
NS5
2129


14940
113


73.0002
RTEILDLWVY
244
10
HIV
NEF
182
A
99
10204
315


73.0003
RQDILDLWVY
245
10
HIV
NEF
182
A
8995
13928
95


73.0005
RTDILDLWVY
246
10
HIV
NEF
182
A
85
13424
360


73.0007
YTDGPGIRY
247
9
HIV
NEF
207
A
11
562
7911


73.0012
ATELHPEYY
248
9
HIV
NEF
322
A
43
6608
1734


73.0027
DLWVYHTQGYY
249
11
HIV
NEF
188
A
5880
852
16


73.0032
WVYHTQGYY
250
9
HIV
NEF
191
A
703
215
5.6


73.0391
FFLKEKGGF
251
9
HIV
NEF
116
A

3015
141


73.0422
LYVYHTQGY
252
9
HIV
NEF
190
A

216
258


73.0037
ITKILYQSNPY
253
11
HIV
REV
20
A
>10060
64908
298


73.0039
KTLYQSNPY
254
9
HIV
REV
22
A
6912
1703
35


73.0044
PVDPNLEPY
255
9
HIV
TAT
3
A
195
13193
7121


66.0004
STVKHHMY
256
8
HIV
VIF
23
A
8132
1760
68


78.0019
LSKISEYRHY
257
10
HPV
E6
70

14306
55190
186


78.0243
ISEYRHYNY
258
9
HPV
E6
73

25
1329
32


78.0359
RFHNIRGRW
259
9
HPV
E6
131

52917
18
58


78.0365
RFLSKISEY
260
9
HPV
E6
68

>40322
34623
23


78.0366
RFHNISGRW
261
9
HPV
E6
124

48564
174
37


83.0113
TLEKLTNTGLY
262
11
HPV
E6
89

23
991
92


83.0114
TLGPGPGTGLY
263
11
HPV
E6
89
A
350
1320
7.4


83.0115
TLEGPGPGGLY
264
11
HPV
E6
89
A
11
2320
40


83.0116
TLEKGPGPGLY
265
11
HPV
E6
89
A
13
2036
40


83.0117
TLEKLGPGPGY
266
11
HPV
E6
89
A
269
4473
1962


86.0001
TLEKLTNTGLY
267
11
HPV
E6
89

77
5500
154


86.0003
TLEKITNTELY
268
11
HPV
E6
89

17
8402
3897


86.0041
PYGVCIMCLRF
269
11
HPV
E6
59


69
43722


86.0052
ITDIILECVY
270
10
HPV
E6
30
A
1.8
7660
505


86.0053
YSDISEYRHY
271
10
HPV
E6
77
A
3.8
1350
514


86.0054
LTDIEITCVY
272
10
HPV
E6
25
A
12
540
80


86.0055
YSDIRELRHY
273
10
HPV
E6
72
A
14
1137
740


86.0056
ELSSALEIPY
274
10
HPV
E6
14

171
6031
4472


86.0057
ETSSALEIPY
275
10
HPV
E6
14
A
19
12026
7144


86.0058
ELDSALEIPY
276
10
HPV
E6
14
A
38
82189
38284


86.0059
YTKVSEFRWY
277
10
HPV
E6
70
A
276
3308
420


86.0060
YSDVSEFRWY
278
10
HPV
E6
70
A
3.9
1842
1026


86.0061
LTDVSIACVY
279
10
HPV
E6
25
A
2.9
764
72


86.0062
FTSRIRELRY
280
10
HPV
E6
71
A
4.4
77
50


86.0063
YSDIRELRYY
281
10
HPV
E6
72
A
9.4
733
456


86.0064
LTDLRLSCVY
282
10
HPV
E6
26
A
45
1783
613


86.0065
FTSKVRKYRY
283
10
HPV
E6
72
A
64
6677
52


86.0066
YSDVRKYRYY
284
10
HPV
E6
73
A
19
849
794


86.0114
FYSKVSEFRF
285
10
HPV
E6
69
A

79
18453


86.0116
FYSRIRELRF
286
10
HPV
E6
71
A

83
12598


86.0117
PYAVCRVCLF
287
10
HPV
E6
62
A

407
5226


86.0161
ITEYRHYNY
289
9
HPV
E6
73
A
114
625
418


86.0162
ISDYRHYNY
289
9
HPV
E6
73
A
16
45
455


86.0165
ITEYRHYQY
290
9
HPV
E6
73
A
90
1030
526


86.0166
ISDYRHYQY
291
9
HPV
E6
73
A
13
37
382


86.0167
LTDLLIRCY
292
9
HPV
E6
99
A
13
6857
5515


86.0168
KTDQRSEVY
293
9
HPV
E6
35
A
84
200429
1174


86.0316
AYRDLCIVY
294
9
HPV
E6
53
A

7117
66


86.0319
KYYSKISEY
295
9
HPV
E6
75
A

702
1.3


86.0320
KFYSKISEF
296
9
HPV
E6
75
A

73339
306


86.0322
RYHNIRGRW
297
9
HPV
E6
131
A

122644
15


86.0323
REHNIRGRF
298
9
HPV
E6
131
A

346
0.69


86.0325
AYKDLFVVY
299
9
HPV
E6
48
A

639
1.3


86.0328
LFVVYRDSF
300
9
HPV
E6
52
A

919
18


86.0329
RYHNIAGHY
301
9
HPV
E6
126
A

138
0.93


86.0330
RFHNIAGHF
302
9
HPV
E6
126
A

635
1.4


86.0331
VYGTTLEKF
303
9
HPV
E6
83
A

75267
220


86.0332
AYADLTVVY
304
9
HPV
E6
46
A

136
9.3


86.0333
AFADLTVVF
305
9
HPV
E6
46
A

779
137


86.0334
RYLSKISEY
306
9
HPV
E6
68
A

4247
1.1


86.0336
RYHNISGRW
307
9
HPV
E6
124
A

104884
13


86.0337
AYKDLCIVY
308
9
HPV
E6
48
A

5205
29


86.0341
RYHSIAGQY
309
9
HPV
E6
126
A

544
1.4


86.0342
RFHSIAGQF
310
9
HPV
E6
126
A

481
1.2


86.0343
KYLFTDLRI
311
9
HPV
E6
44
A

78575
339


86.0344
KFLFTDLRF
312
9
HPV
E6
44
A

44
152


86.0345
LYTDLRIVY
313
9
HPV
E6
46
A

4.8
2.1


86.0346
LFTDLRIVF
314
9
HPV
E6
46
A

164
2649


86.0348
RFLSKISEF
315
9
HPV
E6
68
A

40103
201


86.0349
EYRHYQYSF
316
9
HPV
E6
75
A

13707
430


86.0350
RYHNIMGRW
317
9
HPV
E6
124
A

106990
7.1


86.0351
RFHNIMGRF
318
9
HPV
E6
124
A

174
1.3


86.0354
NFACTELKF
319
9
HPV
E6
47
A

46
6826


86.0355
PYAVCRVCF
320
9
HPV
E6
62
A

5602
316


86.0356
LYYSKVRKY
321
9
HPV
E6
71
A

1452
28


86.0359
VYADLRIVY
322
9
HPV
E6
46
A

8.2
8.3


86.0360
VFADLRIVF
323
9
HPV
E6
46
A

87
24062


86.0361
NYSLYGDTF
324
9
HPV
E6
80
A

20945
64


86.0362
RFHNISGRF
325
9
HPV
E6
124
A

572
2.8


86.0371
FTDLTIVY
326
8
HPV
E6
47

16
1275
39043


86.0376
FTDLRIVY
327
8
HPV
E6
47

26
813
8060


1202.02
TLEKLTNTGLY
328
11
HPV
E6
89

174




1511.20
LTDIEITCVY
329
10
HPV
E6
25
A
33




1511.22
LTDVSIACVY
330
10
HPV
E6
25
A
57




1511.23
ITDIILECVY
331
10
HPV
E6
30

187




1511.25
KTDQRSEVY
332
9
HPV
E6
35

41




1511.27
FTDLTIVY
333
8
HPV
E6
47

34




1511.30
YSDIRELRYY
334
10
HPV
E6
72
A
20




1511.33
YTKVSEFRWY
335
10
HPV
E6
70
A
204




1511.35
FTSRIRELRY
336
10
HPV
E6
71
A
25




1511.37
FTSKVRKYRY
337
10
HPV
E6
72
A
37




1511.39
ISDYRHYNY
338
9
HPV
E6
73
A
28




1511.40
ISEYRHYQY
339
9
HPV
E6
73

40




1511.41
ISDYRHYQY
340
9
HPV
E6
73
A
28




1511.42
EYRHYCYSLY
341
10
HPV
E6
82

125
198
3.7


1511.43
EYRHYNYSLY
342
10
HPV
E6
75

111027
956
12


1511.45
LTDLLIRCY
343
9
HPV
E6
99

64




1511.55
ETRHYCYSLY
344
10
HPV
E6
82
A
43
755
10


1511.56
EYDHYCYSLY
345
10
HPV
E6
82
A
110081
799
77


1511.57
KTRYYDYSVY
346
10
HPV
E6
78
A
2957
87841
0.71


1511.58
KYDYYDYSVY
347
10
HPV
E6
78
A
186339
5749
11


1511.59
ETRHYNYSLY
348
10
HPV
E6
75
A
445
5464
29


1511.60
EYDHYNYSLY
349
10
HPV
E6
75
A
11251
777
93


86.0004
PTLKEYVLDLY
350
11
HPV
E7
6

195
805
408


86.0067
HTDTPTLHEY
351
10
HPV
E7
2
A
20
1509
54


86.0068
RTETPTLQDY
352
10
HPV
E7
2
A
11
1987
239


86.0069
ETDPVDLLCY
353
10
HPV
E7
20
A
6.4
4110
52640


86.0070
QTEQATSNYY
354
10
HPV
E7
46
A
11
9576
500


86.0071
ATDNYYIVTY
355
10
HPV
E7
50
A
7.4
1918
65


86.0169
LTEYVLDLY
356
9
HPV
E7
8
A
6.0
941
81


86.0170
QTEQATSNY
357
9
HPV
E7
46
A
14
119081
3247


86.0171
RQAKQHTCY
358
9
HPV
E7
51

>135135
155246
108


86.0172
RTAKQHTCY
359
9
HPV
E7
51
A
5647
130343
346


1511.46
HTDTPTLHEY
360
10
HPV
E7
2
A
30




1511.48
RTETPTLQDY
361
10
HPV
E7
2
A
40




1511.49
PTLKEYVLDLY
362
11
HPV
E7
6

426




1511.51
LTEYVLDLY
363
9
HPV
E7
8
A
8.0




1511.52
QAEQATSNY
364
9
HPV
E7
46

132




1511.53
ATSNYYIVTY
365
10
HPV
E7
50

428




1511.54
ATDNYYIVTY
366
10
HPV
E7
50
A
19




1428.07
RVLPPNWKY
367
9
Human
40s riboprot S13
132



3.0


1428.06
RLAHEVGWKY
368
10
Human
60s ribo prot L13A
139



3.8


1428.04
AYKKQFSQY
369
9
Human
60s ribo prot L5
217



5.3


57.0007
AADNPPAQY
370
9
Human
CEA
261
A
9.2




83.0119
RSGPGPGNVLY
371
11
Human
CEA
225
A
172
11270
6.3


83.0120
RSDGPGPGVLY
372
11
Human
CEA
225
A
12
13162
12


83.0121
RSDSGPGPGLY
373
11
Human
CEA
225
A
3.3
11856
4.2


83.0122
RSDSVGPGPGY
374
11
Human
CEA
225
A
23
31193
33


1428.09
SLFVSNHAY
375
9
Human
fructose
355



1.1







biphosphatealdolase







1216.01
RWGLLLALL
376
9
Human
Her2/neu
8


61253
300


83.0124
YTGPGPGVY
377
9
Human
Jchain
102
A
2.7
2015
6.4


83.0125
YTAGPGPGY
378
9
Human
Jchain
102
A
7.0
28
755


83.0099
TQDLVQEKY
379
9
Human
MAGE1
240

57
33304
3796


83.0100
TQGPGPGKY
380
9
Human
MAGE1
240
A
4192
36746
3.2


83.0101
TQDGPGPGY
381
9
Human
MAGE1
240
A
381
37093
541


83.0103
EVGPGPGLY
382
9
Human
MAGE3
161
A
50
18183
45


83.0104
EVDGPGPGY
383
9
Human
MAGE3
161
A
29
25775
5766


83.0141
IYGPGPGLIF
384
10
Human
MAGE3
195
A

58
6845


1428.05
RISGVDRYY
385
9
Human
NADH
53



3.0







ubiqoxidoreductase







1404.35
IMVLSFLF
386
8
Pf
CSP
427


111
30000


1489.22
ALFQEYQCY
387
9
Pf
CSP
18

>42016
149
1032


98.0003
LSEYYDXDIY
388
10
Pf

347

11
1647
489


98.0014
FQAAESNERY
389
10
Pf

13

8958
1780
372


98.0015
ELEASISGKY
390
10
Pf

81

142
21934
463


98.0016
FVSSIFISFY
391
10
Pf

255

118
22
84


98.0047
KVSDEIWNY
392
9
Pf

182

435
230
1.9


98.0059
IMNHLMTLY
393
9
Pf

38

150
1.7
1.8


98.0060
LIENELMNY
394
9
Pf

149

412
3936
169


98.0061
NVDQQNDMY
395
9
Pf

182

47
22173
79057


98.0062
SSFFMNRFY
396
9
Pf

309

239
36
7.5


98.0097
QAAESNERY
397
9
Pf

14

353
24281
3011


98.0098
LEASISGKY
398
9
Pf

82

57792
17824
87


98.0099
NLALLYGEY
399
9
Pf

188

275
138
102


98.0100
SSPLFNNFY
400
9
Pf

14

117
389
73


98.0102
QNADKNFLY
401
9
Pf

145

3811
24
663


98.0103
VSSIFISFY
402
9
Pf

256

144
1800
55


98.0193
SYKSSKRDKF
403
10
Pf

225


12594
88


98.0196
RYQDPQNYEL
404
10
Pf

21


79717
189


98.0197
DFFLKSKFNI
405
10
Pf

3


47714
491


98.0237
NYMKIMNHL
406
9
Pf

34


45443
110


98.0238
TYKKKNNHI
407
9
Pf

264


21642
162


98.0241
SFFMNRFYI
408
9
Pf

310


200
1022


98.0242
FYITTRYKY
409
9
Pf

316


9.6
7.5


98.0243
KYINFINFI
410
9
Pf

328


25475
55


98.0290
TWKPTIFLL
411
9
Pf

135


21155
306


98.0292
KYNYFIHFF
412
9
Pf

216


319
2.7


98.0294
HFFTWGTMF
413
9
Pf

222


4.0
220


98.0299
RMTSLKNEL
414
9
Pf

61


40270
14


98.0300
YYNNFNNNY
415
9
Pf

77


19
34


F020.02
GTDEXRNXY
416
9
Unknown
Naturally processed

A
0.67




F029.01
ETDXXXDRSEY
417
11
Unknown
Naturally processed

A
2.0




F029.02
FTDVNSXXRY
418
10
Unknown
Naturally processed

A
0.20




F029.05
VXDPYNXKY
419
9
Unknown
Naturally processed

A
2.3




F029.06
VADKVHXMY
420
9
Unknown
Naturally processed

A
2.4




F029.07
ETXXPDWSY
421
9
Unknown
Naturally processed

A
11




F029.08
XTHNXVDXY
422
9
Unknown
Naturally processed

A
1.4






















TABLE 11





Peptide
AA
Sequence
SEQ ID NO
Source
A*0301
A*1101





















28.0719
10
ILEQWVAGRK
423
HDV.nuc.16
0.0170
0.0012


28.0727
10
LSAGGKNLSK
424
HDV.nuc.115
0.0097
0.0150


1259.02
11
STDTVDTVLEK
425
Flu.HA.29
0.0001
0.0670


1259.04
9
GIAPLQLGK
426
Flu.HA.63
0.6100
0.2000


1259.06
10
VTAACSHAGK
427
Flu.HA.149
0.0380
0.0490


1259.08
9
GIHHPSNSK
428
Flu.HA.195
0.1300
0.0140


1259.10
10
RMNYYWTLLK
429
Flu.HA.243
2.5000
2.3000


1259.12
11
ITNKVNSVIEK
430
Flu.HA.392
0.0200
0.0670


1259.13
11
KMNIQFTAVGK
431
Flu.HA.402
0.0280
0.0092


1259.14
9
NIQFTAVGK
432
Flu.HA.404
0.0017
0.0330


1259.16
11
AVGKEFNKLEK
433
Flu.HA.409
0.0210
0.0460


1259.19
11
KVKSQLKNNAK
434
Flu.HA.465
0.0470
0.0031


1259.20
11
SVRNGTYDYPK
435
Flu.HA.495
0.0410
0.1400


1259.21
9
SIIPSGPLK
436
Flu.VMT1.13
0.7800
8.8000


1259.25
10
RMVLASTTAK
437
Flu.VMT1.178
0.5500
0.0350


1259.26
9
MVLASTTAK
438
Flu.VMT1.179
1.7000
1.4000


1259.28
10
RMGVQMQRFK
439
Flu.VMT1.243
0.1000
0.0059


1259.33
10
ATEIRASVGK
440
Flu.VNUC.22
0.1400
0.3000


1259.37
11
TMVMELVRMIK
441
Flu.VNUC.188
0.0890
0.0310


1259.43
10
RVLSFIKGTK
442
Flu.VNUC.342
0.8000
0.0830


F119.01
9
MSLQRQFLR
443
ORF3P
0.2000
0.7200


F119.02
9
LLGPGRPYR
444
TRP.197
0.0190
0.0091


F119.03
9
LLGPGRPYK
445
TRP.197K9
2.2000
0.6800


34.0019
8
RVYPELPK
446
CEA.139
0.0130
0.0440


34.0020
8
TVSAELPK
447
CEA.495
0.0037
0.0320


34.0021
8
TVYAEPPK
448
CEA.317
0.0160
0.0220


34.0029
8
TINYTLWR
449
MAGE2.74
0.0140
0.0550


34.0030
8
LVHFLLLK
450
MAGE2.116
0.0290
0.1500


34.0031
8
SVFAHPRK
451
MAGE2.237
0.1410
0.0810


34.0043
8
KVLHHMVK
452
MAGE3.285
0.0580
0.0190


34.0050
8
RVCACPGR
453
p53.273
0.3500
0.0490


34.0051
8
KMFCQLAK
454
p53.132
0.3800
0.3600


34.0062
8
RAHSSHLK
455
p53.363
0.5500
0.0071


34.0148
9
FVSNLATGR
456
CEA.656
0.0019
0.0490


34.0152
9
RLQLSNGNK
457
CEA.546
0.0250
0.0110


34.0153
9
RINGIPQQK
458
CEA.628
0.0400
0.0780


34.0154
9
KIRKYTMRK
459
HER2/neu.681
0.0620
0.0055


34.0155
9
LVHFLLLKK
460
MAGE2.116
0.5220
1.4000


34.0156
9
SMLEVFEGK
461
MAGE2.226
0.0950
1.6000


34.0157
9
SSFSTTINK
462
MAGE2.69
0.1600
2.0000


34.0158
9
TSYVKVLHK
463
MAGE2.281
0.5300
0.1500


34.0159
9
VIFSKASEK
464
MAGE2.149
0.4900
0.0530


34.0160
9
GSVVGNWQK
465
MAGE3.130
0.0040
0.2060


34.0161
9
SSLPTTMNK
466
MAGE3.69
0.6180
0.7100


34.0162
9
SVLEVFEGK
467
MAGE3.226
0.1330
0.9000


34.0171
9
SSBMGGMNK
468
p53.240
0.5440
1.1000


34.0172
9
SSCMGGMNK
469
p53.240
0.0090
0.0490


34.0211
10
RTLTLFNVTK
470
CEA.554
0.2200
1.3000


34.0212
10
TISPLNTSYK
471
CEA.241
0.1800
0.0330


34.0214
10
STTINYTLWK
472
MAGE2.72
0.0870
0.6500


34.0215
10
ASSLPTTMNK
473
MAGE3.68
0.0420
0.0270


34.0225
10
KTYQGSYGFK
474
p53.101
0.4900
0.4200


34.0226
10
VVRRBPHHEK
475
p53.172
0.1800
0.2100


34.0228
10
GLAPPQHLIK
476
p53.187
0.0570
0.0160


34.0229
10
NSSCMGGMNK
477
p53.239
0.0071
0.0290


34.0230
10
SSBMGGMNRK
478
p53.240
0.0420
0.1600


34.0232
10
RVCACPGRDK
479
p53.273
0.0190
0.0250


34.0295
11
KTITVSAELPK
480
CEA.492
0.3600
0.1600


34.0296
11
TTITVYAEPPK
481
CEA.314
0.0200
0.0280


34.0298
11
PTISPSYTYYR
482
CEA.418
(0.0002)
0.1300


34.0301
11
GLLGDNQVMPK
483
MAGE2.188
0.0780
0.0047


34.0306
11
MVELVHFLLLK
484
MAGE2.113
0.0200
0.0120


34.0308
11
FSTTINYTLWR
485
MAGE2.71
0.0110
0.0170


34.0311
11
GLLGDNQIMPK
486
MAGE3.188
0.1300
0.0570


34.0317
11
RLGFLHSGTAK
487
p53.110
0.0430
0.0001


34.0318
11
ALNKMFCQLAK
488
p53.129
0.4400
0.0420


34.0323
11
RVCACPGRDRR
489
p53.273
0.0290
0.0290


34.0324
11
LSQETFSDLWK
490
p53.14
(0.0009)
0.0470


34.0328
11
RAHSSHLKSKK
491
p53.363
0.0270
0.0038


34.0329
11
VTCTYSPALNK
492
p53.122
0.0700
0.1200


34.0330
11
GTRVRAMAIYK
493
p53.154
1.1000
0.3300


34.0332
11
STSRHKKLMFK
494
p53.376
0.3100
0.1300


40.0107
9
LAARNVLVK
495
Her2/neu.846
0.0580
0.0285


40.0109
9
MALESILRR
496
Her2/neu.889
0.0034
0.0237


40.0145
10
ISWLGLRSLR
497
Her2/neu.450
0.0410
0.0027


40.0147
10
GSGAFGTVYK
498
Her2/neu.727
0.0660
0.1300


40.0153
10
ASPLDSTFYR
499
Her2/neu.997
0.0003
0.0670



















TABLE 12





Peptide
Sequence
SEQ ID NO
Source


















40.0013
SPGLSAGI
500
CEA.680I8


40.0022
KPYDGIPA
501
Her2/neu.921


40.0023
KPYDGIPI
502
Her2/neu.921I8


40.005
APRMPEAA
503
p53.63


40.0051
APRMPEAI
504
p53.63I8


40.0055
APAAPTPI
505
p53.76I8


40.0057
APTPAAPI
506
p53.79I8


40.0059
TPAAPAPI
507
p53.81I8


40.0061
APAPAPSI
508
p53.84I8


40.0062
SPALNKMF
509
p53.127


40.0063
SPALNKMI
510
p53.127I8


40.0117
SPSAPPHRI
511
CEA.3I9


40.0119
PPHRWCIPI
512
CEA.7I9


40.012
GPAYSGREI
513
CEA.92


40.0156
MPNQAQMRILI
514
Her2/neu.706I10


40.0157
MPYGCLLDHVI
515
Her2/neu.801I10


40.0161
APPHRWCIPW
516
CEA.6


40.0162
APPHRWCIPI
517
CEA.6I10


40.0163
IPWQRLLLTA
518
CEA.13


40.0164
IPWQRLLLTI
519
CEA.13I10


40.0166
LPQHLFGYSI
520
CEA.58I10


40.0201
RPRFRELVSEF
521
Her2/neu.966


40.0202
RPRFRELVSEI
522
Her2/neu.966I11


40.0205
PPSPREGPLPA
523
Her2/neu.1149


40.0206
PPSPREGPLPI
524
Her2/neu.1149I11


40.0207
GPLPAARPAGA
525
Her2/neu.1155


40.0208
GPLPAARPAGI
526
Her2/neu.1155I11


40.0231
APAPAAPTPAA
527
p53.74


40.0232
APAPAAPTPAI
528
p53.74I11


40.0233
APAAPTPAAPA
529
p53.76


40.0234
APAAPTPAAPI
530
p53.76I11


45.0003
IPWQRLLI
531
CEA.13.I8


45.0004
LPQHLFGI
532
CEA.58.I8


45.0007
RPGVNLSI
533
CEA.428.I8


45.001
IPQQHTQI
534
CEA.632.I8


45.0011
TPNNNGTI
535
CEA.646.I8


45.0016
CPLHNQEI
536
Her2/neu.315.I8


45.0017
KPCARVCI
537
Her2/neu.336.I8


45.0019
WPDSLPDI
538
Her2/neu.415.I8


45.0023
SPYVSRLI
539
Her2/neu.779.I8


45.0024
VPIKWMAI
540
Her2/neu.884.I8


45.0026
RPRFRELI
541
Her2/neu.966.I8


45.0028
APGAGGMI
542
Her2/neu.1036.I8


45.0031
SPGKNGVI
543
Her2/neu.1174.I8


45.0037
SPQGASSI
544
MAGE3.64.I8


45.0038
YPLWSQSI
545
MAGE3.77.I8


45.0044
SPLPSQAI
546
p53.33.I8


45.0046
MPEAAPPI
547
p53.66.I8


45.0047
APAPSWPI
548
p53.86.I8


45.0051
KPVEDKDAI
549
CEA.155.I9


45.0054
IPQQHTQVI
550
CEA.632.I9


45.006
APPVAPAPI
551
p53.70.I9


45.0062
APAAPTPAI
552
p53.76.I9


45.0064
PPGTRVRAI
553
p53.152.I9


45.0065
APPQHLIRI
554
p53.189.I9


45.0071
IPQQHTQVLI
555
CEA.632.I10


45.0072
SPGLSAGATI
556
CEA.680.I10


45.0073
SPMCKGSRCI
557
Her2/neu.196.I10


45.0074
MPNPEGRYTI
558
Her2/neu.282.I10


45.0076
CPLHNQEVTI
559
Her2/neu.315.I10


45.0079
KPDLSYMPII
560
Her2/neu.605.I10


45.008
TPSGAMPNQI
561
Her2/neu.701.I10


45.0084
GPASPLDSTI
562
Her2/neu.995.I10


45.0091
APPVAPAPAI
563
p53.70.I10


45.0092
APAPAAPTPI
564
p53.74.I10


45.0093
APTPAAPAPI
565
p53.79.I10


45.0094
APSWPLSSSI
566
p53.88.I10


45.0103
APTISPLNTSI
567
CEA.239.I11


45.0108
SPSYTYYRPGI
568
CEA.421.I11


45.0117
CPSGVKPDLSI
569
Her2/neu.600.I11


45.0118
SPLTSIISAVI
570
Her2/neu.649.I11


45.0119
IPDGENVKIPI
571
Her2/neu.740.I11


45.0124
SPLDSTFYRSI
572
Her2/neu.998.I11


45.0128
LPAARPAGATI
573
Her2/neu.1157.I11


45.0134
HPRKLLMQDLI
574
MAGE2.241.I11


45.0135
GPRALIETSYI
575
MAGE2.274.I11


45.0139
GPRALVETSYI
576
MAGE3.274.I11


45.014
APRMPEAAPPI
577
p53.63.I11


45.0141
VPSQKTYQGSI
578
p53.97.I11


1145.1
FPHCLAFAY
579
HBV POL 541 analog


1145.09
FPVCLAFSY
580
HBV POL 541 analog


26.057
YPALMPLYACI
581
HBV.pol.645




























TABLE 13







SEQ














ID



Posi-








Peptide
Sequence
NO
AA
Organism
Protein
tion
Analog
A*0201
A*0202
A*0203
A*0206
A*6802



























33.0067
FPFKYAAAV
582
9
Artificial


A




92






sequence










953.02
AMAKAAAAV
583
9
Artificial


PolyA
181
196
6.7
1485
177






sequence










953.10
AMAKAAAAL
584
9
Artificial


PolyA
413
123
3.7
18500
320






sequence










953.18
AMAKAAAAT
585
9
Artificial


PolyA
15143
12413
84
37000
>26666.67






sequence










953.25
AXAKAAAAL
586
9
Artificial


PolyA
>50000
469
3300
37000
>11428.57






sequence










1.0684
FVYGGSKTSL
587
10
EBNA

508

296






83.0004
ILGPGPGL
588
8
Flu
M1
59
A
672
45
530
1262
56099


F198.10
GILGFVFTL
589
9
Flu
M1
58

1.0
10
236
2.1
1395


6.0091
GLIYNRMGAV
590
10
Flu A
M1
129

317






27.0267
VLMEWLKTRPI
591
11
Flu A
M1
41

464






70.0088
FLPSDYFPSV
592
10
HBV
Core
18
A
8.5
3.3
3.2
2.2
276


83.0030
FLGPGPGPSV
593
10
HBV
core
18
A
17
0.80
2.5
55
286


83.0031
FLPGPGPGSV
594
10
HBV
core
18
A
98
18
4.0
665
332


83.0032
FLPSGPGPGV
595
10
HBV
core
18
A
21
1.2
3.4
64
40


83.0006
WLGPGPGFV
596
9
HBV
env
335
A
171
4.1
2.2
530
293


83.0007
WLSGPGPGV
597
9
HBV
env
335
A
220
2.5
12
885
24


1369.01
GVLGWSPQV
598
9
HBV
env
62
A
22
157
389
28
9428


1369.13
PVLPIFFCV
599
9
HBV
env
377
A
8.7
3136
14286
22
1814


1369.14
VVQAGFFLV
600
9
HBV
env
177
A
440
79
2503
81
617


70.0094
FLLAQFTSAI
601
10
HBV
Pol
503

65
1.9
4.8
148
533


83.0015
YLLTLWKAGI
602
10
HBV
pol
147

20
19
20
40
1388


83.0016
YLGPGPGAGI
603
10
HBV
pol
147
A
161
1.0
4.2
548
315


83.0017
YLLGPGPGGI
604
10
HBV
pol
147
A
180
12
3.3
89
2064


83.0018
YLLTGPGPGI
605
10
HBV
pol
147
A
42
15
59
60
5678


1369.02
HVYSHPIIV
606
9
HBV
pol
1076
A
150
1923
14
1199
123


1369.03
FVLSLGIHV
607
9
HBV
pol
562
A
45
399
2817
131
112


1369.15
YVDDVVLGV
608
9
HBV
pol
538
A
18
14
70
16
354


1369.26
IVRGTSFVYV
609
10
HBV
pol
773
A
50000
5301
69
5398
1217


83.0012
SLGPGPGIAV
610
10
HBV
env
814
A
1131
5.3
11
917
281


83.0013
SLLGPGPGAV
611
10
HBV
env
814
A
95
17
2.6
642
795


83.0014
SLLNGPGPGV
612
10
HBV
env
814
A
65
3.8
14
63
45


1505.10
KITPLCVTL
613
9
HIV
Env
134
A
461
36
528
59
883


1505.11
KLTPLCVTM
614
9
HIV
Env
134
A
340
3.6
143
197
6288


1505.12
KLTPLCVPL
615
9
HIV
Env
134
A
15
0.25
297
135
67


1505.13
KLTPLCVSL
616
9
HIV
Env
134
A
67
2.4
240
16
5947


1505.14
KLTPLCITL
617
9
HIV
Env
134
A
1.7
0.27
23
1.7
9155


1505.15
QLTPLCVTL
618
9
HIV
Env
134
A
64
1.5
57
368
933


1505.16
KLTPRCVTL
619
9
HIV
Env
134
A
597
150
20
1554
>63492.06


1505.17
ELTPLCVTL
620
9
HIV
Env
134
A
7190
38
231
1919
32


1505.18
QMTFLCVQM
621
9
HIV
Env
134
A
3153
40
1127
232
1297


1505.19
KMTFLCVQM
622
9
HIV
Env
134
A
1793
22
525
100
8744


1505.20
KLTPLCVAL
623
9
HIV
Env
134
A
209
2.3
54
11
13009


1505.21
KLTPFCVTL
624
9
HIV
Env
134
A
87
0.37
28
78
11814


1211.08
SLYNTVATL
625
9
HIV
GAG
77

290
6573
68
37000
20000


1500.24
VLAEAMSQT
626
9
HIV
Gag
386
A
290
2.2
0.65
236
447


1500.25
VLAEAMSQA
627
9
HIV
Gag
386
A
24
1.1
0.30
9.6
271


1500.26
VLAEAMSQI
628
9
HIV
Gag
386
A
71
0.15
0.87
70
207


1500.27
ILAEAMSQV
629
9
HIV
Gag
386
A
38
1.1
1.1
101
34


1500.28
VLAEAMSKV
630
9
HIV
Gag
386
A
230
1.8
1.4
93
329


1500.29
VLAEAMSHA
631
9
HIV
Gag
386
A
149
1.7
1.2
121
431


1500.30
ILAEAMSQA
632
9
HIV
Gag
386
A
29
1.0
1.1
8.6
253


1500.31
VLAEAMSRA
633
9
HIV
Gag
386
A
127
0.88
1.0
20
229


1500.32
VLAEAMATA
634
9
HIV
Gag
386
A
6.7
1.4
0.73
8.6
33


1500.33
ILAEAMASA
635
9
HIV
Gag
386
A
22
0.72
0.82
6.8
343


1505.01
MTHNPPIPV
636
9
HIV
Gag
271
A
167
119
1.4
158
1.4


1505.02
MTNNPPVPV
637
9
HIV
Gag
271
A
86
18
0.42
287
309


1505.03
MTSNPPIPV
638
9
HIV
Gag
271
A
53
16
0.39
250
3.8


1505.04
MTSNPPVPV
639
9
HIV
Gag
271
A
22
29
0.80
81
1.1


1505.05
MTSDPPIPV
640
9
HIV
Gag
271
A
107
13
0.45
587
2.5


1505.06
MTGNPPIPV
641
9
HIV
Gag
271
A
125
11
0.74
79
7.8


1505.07
MTGNPPVPV
642
9
HIV
Gag
271
A
2021
158
23
35
0.84


1505.08
MTGNPAIPV
641
9
HIV
Gag
271
A
1200
24
10
213
0.48


1505.09
MTGNPSIPV
644
9
HIV
Gag
271
A
16
1.1
0.43
257
0.57


1505.22
MTANPPVPV
645
9
HIV
Gag
271
A
20
5.0
0.62
134
4.0


F200.01
SLYNTVATL
646
9
hiv
gag
77

367
79
19
15072
247113


11.0056
QAHCNISRA
647
9
HIV
gp160
332

338






66.0006
FLKEKGGV
648
8
HIV
NEF
117
A
13327
653
267
>14341.09
>19464.72


73.0056
GLGAVSRDL
649
9
HIV
NEF
45
A
18679
436
1733
>10393.26
>16666.67


73.0062
GLITSSNTA
650
9
HIV
NEF
62
A
5800
102
64
7865
>14311.27


73.0073
ALEEEEVGFPV
651
11
HIV
NEF
83
A
2420
487
15744
2988
>13793.1


73.0103
FLKEKGGLEGV
652
11
HIV
NEF
117
A
322
3.5
6.8
739
1252


73.0105
FLKEKGGLDGV
653
11
HIV
NEF
117
A
332
3.7
11
3207
3807


73.0107
GLIYSKKRQEV
654
11
HIV
NEF
173
A
8971
57
152
>8564.81
>14260.25


73.0109
LLYSKKRQEI
655
10
HIV
NEF
174
A
80687
382
152
>9438.78
>15686.27


73.0112
LLYSKKRQEIL
656
11
HIV
NEF
174
A
>38167.94
282
1569
>8564.81
>14260.25


73.0117
RLDILDLWV
657
9
HIV
NEF
182
A
43
615
1639
2635
>17777.78


73.0120
EILDLWVYHV
658
10
HIV
NEF
185
A
496
569
1865
2229
163


73.0122
ILDLWVYHV
659
9
HIV
NEF
186
A
17
30
156
145
7414


73.0124
ILDLWVYNV
660
9
HIV
NEF
186
A
40
30
201
135
5814


73.0126
WLNYTPGPGT
661
10
HIV
NEF
204
A
547
124
231
>31623.93
11808


73.0127
WQNYTPGPGV
662
10
HIV
NEF
204
A
1175
114
230
223
11993


73.0129
WLNYTPGPGI
663
10
HIV
NEF
204
A
135
4.6
46
>31623.93
1196


73.0132
YLPGPGIRYPL
664
11
HIV
NEF
207
A
1026
20
1583
3497
782


73.0133
YTPGPGIRYPV
665
11
HIV
NEF
207
A
7764
1985
11126
1112
9.2


73.0138
LLFGWCFKL
666
9
HIV
NEF
221
A
18
4.1
198
340
1084


73.0139
LTFGWCFKV
667
9
HIV
NEF
221
A
15
33
1168
187
9.7


73.0141
LLFGWCFKLV
668
10
HIV
NEF
221
A
658
84
114
1669
3276


1146.03
FGVRPQVPL
669
9
HIV
nef
84
A




321


1146.04
FTVRPQVPL
670
9
HIV
nef
84
A




13


1146.05
FSVRPQVPL
671
9
HIV
nef
84
A




52


F198.13
YLKEPVHGV
672
9
HIV
pol
476
A
54
0.65
1.9
212
63


F198.14
FLKEPVHGV
673
9
HIV
pol
476

44
0.28
1.9
140
135


73.0147
PVPLQLPPV
674
9
HIV
REV
74
A
10047
>7337.88
12595
81
>15625


73.0152
LQLPPLERV
675
9
HIV
REV
77
A
7951
7705
13517
203
1786


73.0157
LLLPPLERLTL
676
11
HIV
REV
77
A
34
2607
9010
45
>12779.55


73.0158
LQLPPLERLTV
677
11
HIV
REV
77
A
159
4545
6270
52
>61068.7


66.0009
ILWQVDRM
678
8
HIV
VIF
9
A
1745
67
2998
11332
>19464.72


66.0012
KLGSLQYL
679
8
HIV
VIF
146
A
1862
14
298
9010
>19464.72


66.0013
KVGSLQYV
680
8
HIV
VIF
146
A
1650
441
703
1904
17480


1491.73
TLHDLCQAV
681
9
HPV
E6
11
A
331
17
15
10585
2809


83.0008
TLQDIVLHL
682
9
HPV
E7
7

22
4.4
46
781
5088


83.0009
TLGPGPGHL
683
9
HPV
E7
7
A
14974
35
66
12144
27910


83.0010
TLQGPGPGL
684
9
HPV
E7
7
A
6248
62
951
9121
3809


1491.57
TLSFVCPWCV
685
10
HPV
E7
94
A
786
123
370
4357
388


1481.25
TLSFVCPWCA
686
10
HPV18
E7
93

1611
221
521
27321
13228


1481.46
RTLHDLCQA
687
9
HPV33
E6
10

8121
34
678
96
61604


1481.47
TLHDLCQAL
688
9
HPV33
E6
11

1404
2.7
40
2182
70390


1350.01
YLSGADLNL
689
9
Human
CEA
605
A
36
4.9
9.2
1605
51227


F198.18
YLEPGPVTA
690
9
Human
gp100
280

466
10
27
20720
>470588.24


F198.24
LLDGTATLRL
691
10
Human
gp100
457

180
1.9
201
841
>421052.63


1499.01
KVYGLSAFV
692
9
Human
Her2/
369
A
33
1.8
11
69
110







neu









F198.01
IISAVVAIL
693
9
Human
Her2/
654
A
1127
8.0
45
1440
148







neu









F198.02
ILSAVVGIL
694
9
Human
Her2/
654
A
1464
1.9
21
2539
11854







neu









F198.03
IISAVVGFL
695
9
Human
Her2/
654
A
747
1.0
4.8
234
77







neu









F198.04
IISAVVGIV
696
9
Human
Her2/
654
A
712
15
20
958
390







neu









F198.06
KISAVVGIL
697
9
Human
Her2/
369
A
6238
42
60
1752
4952







neu









F198.07
KISAVVGIL
698
9
Human
Her2/
369
A
3957
38
34
1539
6659







neu









F198.08
KIFASVAIL
699
9
Human
Her2/
369
A
1062
16
21
1068
363







neu









F198.20
ELVSEFSRV
700
9
Human
Her2/
971
A
8178
969
53
197
23







neu









60.0180
VLVHPQWVV
701
9
Human
Kalli-
53
A
464
65
1988
3224
14606







krein2









63.0105
VLVHPQWVLTV
702
11
Human
Kalli-
53
A
11
1.7
3.0
13
3288







krein2









63.0109
DLMLLRLSEPV
703
11
Human
Kalli-
120
A
69
66
32
118
2078







krein2









63.0128
PLVCNGVLQGV
704
11
Human
Kalli-
216
A
91
424
36
212
3532







krein2









1419.11
VLVHPQWVLTV
705
11
Human
Kalli-
53
A
11
1.5
16
31
8889







krein2









1419.17
PLVCNGVLQGV
706
11
Human
Kalli-
216
A
26
126
19
264
4211







krein2









83.0020
QLGPGPGLMEV
707
11
Human
MAGE3
159
A
194
9.4
29
481
648


83.0021
QLVGPGPGMEV
708
11
Human
MAGE3
159
A
865
17
19
919
223


83.0022
QLVFGPGPGEV
709
11
Human
MAGE3
159
A
2944
106
50
4067
447


83.0023
QLVFGGPGPGV
710
11
Human
MAGE3
159
A
2153
96
242
3207
1318


F063.58
ALGIGILTV
711
9
Human
MART1
27
A
11






F063.59
AMGIGILTV
712
9
Human
MART1
27
A
15






83.0001
LLWQPIPV
713
8
Human
PAP
136

137
2445
9.9
4251
32939


83.0002
LLGPGPGV
714
8
Human
PAP
136
A
25
49
123
93
5620


83.0024
VLAKELKFVTL
715
11
Human
PAP
30

1298
23
194
5170
15664


83.0025
VLGPGPGFVTL
716
11
Human
PAP
30
A
1528
13
63
4766
42136


83.0026
VLAGPGPGVTL
717
11
Human
PAP
30
A
1118
2.4
94
7200
2645


83.0027
VLAKGPGPGTL
718
11
Human
PAP
30
A
11256
26
344
11450
>170212.77


83.0028
VLAKEGPGPGL
719
11
Human
PAP
30
A
1890
6.9
37
59024
50993


1389.03
TLMSAMTNV
720
9
Human
PAP
112
A
636
14
35
2188
484


1389.06
ILYSAHDTTV
721
10
Human
PAP
384
A
397
1.1
13
1480
6285


1389.07
IVYSAHDTTV
722
10
Human
PAP
284
A
7643
91
627
356
737


1418.24
VTAKELKFV
723
9
Human
PAP
30
A
7143
2688
40
137
26667


1418.26
ITYSAHDTTV
724
10
Human
PAP
284
A
4167
115
238
154
82


1419.50
SLSLGFLFV
725
9
Human
PAP


77
25
21
93
26667


1419.52
SLSLGFLFLV
726
10
Human
PAP


1.9
3.9
17
42
348


1419.58
LLALFPPEGV
727
10
Human
PAP


5.0
0.73
1.6
148
163


1419.59
LVALFPPEGV
728
10
Human
PAP


156
17
4.8
463
28


1419.61
ALFPPEGVSV
729
10
Human
PAP


15
1.1
18
119
4444


1419.62
GLHGQDLFGV
730
10
Human
PAP


12
2.3
3.1
18
>80000


1419.64
LLPPYASCHV
731
10
Human
PAP


88
15
16
97
5333


1419.69
LLWQPIPVHV
732
10
Human
PAP


25
1.8
18
285
62


1389.10
MLLRLSEPV
733
9
Human
PSA
118
A
47
29
48
689
433


1389.14
ALGTTCYV
734
8
Human
PSA
143
A
93
6.7
12
292
28284


99.0001
VLRLFVCFLI
735
10
Pf

2

2744
2112
299
68226
45639


99.0002
FLIFHFFLFL
736
10
Pf

9

161
174
2087
288
475


99.0003
LIFHFFLFLL
737
10
Pf

10

200
1468
3167
1562
460


99.0004
FLFLLYILFL
738
10
Pf

15

2834
172
2012
2113
8248


99.0005
RLPVICSFLV
739
10
Pf

32

12
2.5
33
19
9176


99.0006
VICSFLVFLV
740
10
Pf

35

167
415
2916
197
1949


99.0007
FLVFLVFSNV
741
10
Pf

39

269
212
35
232
5393


99.0012
MMIMIKFMGV
742
10
Pf

62

123
19
25
109
39


99.0053
FLLYILFLV
743
9
Pf

17

346
279
3091
1801
6981


99.0054
VICSFLVFL
744
9
Pf

35

184
19
2331
236
4800


99.0055
ATYGIIVPV
745
9
Pf

159

3.2
2.0
2.8
5.0
21


99.0067
KIYKIIIWI
746
9
Pf

9

157
1179
638
101
2198


99.0068
YMIKKLLKI
747
9
Pf

23

105
4.6
4.7
93
63127


99.0069
LMTLYQIQV
748
9
Pf

42

14
1.6
20
615
1276


99.0070
FMGVIYIMI
749
9
Pf

68

13
2.1
26
98
14501


99.0072
FMNRFYITT
750
9
Pf

312

101
18
13
996
6543


99.0113
YQDPQNYEL
751
9
Pf

22

79
18
441
52
166775


99.0114
KTWKPTIFL
752
9
Pf

134

135
1242
7487
76
3617


99.0115
LLNESNIFL
753
9
Pf

142

43
2.5
24
143
4484


99.0116
FIHFFTWGT
754
9
Pf

220

80
4.7
64
60
383


99.0117
VLFLQMMNV
755
9
Pf

180

31
1.8
2.7
9.5
323


99.0118
NQMIFVSSI
756
9
Pf

251

250
21
3.6
14
198


99.0119
MIFVSSIFI
757
9
Pf

253

85
18
83
114
5.2


99.0120
SIFISFYLI
758
9
Pf

258

289
35
1416
43
18


99.0121
RLFEESLGI
759
9
Pf

293

26
1.9
5.5
68
418


F198.11
ALWGFFPVL
760
9
Un-
A2

A
3.6
0.74
3.7
15
1503






known
alloepi-














tope









F096.13
SVYDFFVWL
761
9

TRP2
180

36
169
226
10
0.86


F198.12
FAPGFFPYL
762
9




48
0.85
44
2.3
7.6


F198.22
QLFEDKYAL
763
9




646
1.8
380
2009
2982


F198.23
MLLSVPLLL
764
9




9.0
79
41
8.4
24607




























TABLE 14







SEQ














ID




Ana-







Peptide
Sequence
NO
AA
Organism
Protein
Position
log
A*0301
A*1101
A*3101
A*3301
A*6801



























4.0060
ALNAAAAAK
765
9
Artificial


Poly
74
21
10954
>72500
80000






sequence










4.0075
ALAAGAAAK
766
9
Artificial


Poly
19
37









sequence










4.0080
ALQAAAAAK
767
9
Artificial


Poly
57
65
51962
>72500
>80000






sequence










83.0057
STGPGPGVVRR
768
11
HBV
core
141
A
18695
367
95
5983
5.8


83.0058
STLGPGPGVRR
769
11
HBV
core
141
A
892
19
42
670
3.8


83.0059
STLPGPGPGRR
770
11
HBV
core
141
A
297
19
61
1893
25


83.0060
STLPEGPGPGR
771
11
HBV
core
141
A
325
26
28
822
30


1489.32
QAGFFLLTR
772
9
HBV
ENV
179

10138
1678
302
182
5.3


1489.36
RVHFASPLH
773
9
HBV
POL
818

12
60
572
>122881.36
7620


1489.41
AAYAAQGYK
774
9
HCV
II
1247

18
18
1175
14074
34


1489.44
KSKFGYGAK
775
9
HCV
II
2551

36
596
116
>122881.36
>7626.31


1489.45
PAAYAAQGYK
776
10
HCV
II
1246

950
456
20314
>110687.02
666


1489.39
RMYVGGVEH
777
9
HCV
IV
635

3.8
274
162
>122881.36
>28776.98


1489.43
SQLSAPSLK
778
9
HCV
IV
2209

306
25
1276
>122881.36
3845


13.0091
TSCGNTLTCY
779
10
HCV
NS5
2740

>36666.67
5.0





83.0052
VTGPGPGPVWK
780
11
HIV
env
48
A
2900
24
12964
>102836.88
425


83.0053
VTVGPGPGVWK
781
11
HIV
env
48
A
174
2.7
2731
75360
21


83.0054
VTVYGPGPGWK
782
11
HIV
env
48
A
1151
18
>8995.5
>102836.88
206


83.0055
VTVYYGPGPGK
783
11
HIV
env
48
A
310
24
9720
101830
30


66.0063
PVRPQVPLR
784
9
HIV
NEF
95

>10901.88
16112
332
3439
7012


73.0168
HGAITSSNTK
785
10
HIV
NEF
61
A
2837
344
>16143.5
>22924.9
1235


73.0184
AVDLSFFLK
786
9
HIV
NEF
111
A
226
23
6207
>27831.09
4038


73.0192
DVSHFLKEK
787
9
HIV
NEF
113
A
>9298.39
5645
>17839.44
232
135


73.0206
GVLDGLIYSK
788
10
HIV
NEF
124
A
1080
21
6007
>25151.78
831


73.0208
GVDGLIYSK
789
9
HIV
NEF
125
A
10089
47
>17664.38
>29652.35
5100


73.0219
EILDLWVYK
790
9
HIV
NEF
185
A
1032
64
>5774.78
288
93


73.0222
ILDLWVYK
791
8
HIV
NEF
186
A
1265
320
13680
30096
12092


73.0243
RVPLTFGWCFK
792
11
HIV
NEF
216
A
69
30
102
26651
571


73.0354
QVYTPGPGTR
793
10
HIV
NEF
205
A
1249
852
1764
3334
273


83.0062
AVGPGPGLK
794
9
HIV
nef
84
A
18
3.6
128
75754
444


83.0063
AVDGPGPGK
795
9
HIV
nef
84
A
179
19
36837
>112403.1
2132


83.0044
QMGPGPGNFK
796
10
HIV
pol
1432
A
49
22
2682
100771
63


83.0045
QMAGPGPGFK
797
10
HIV
pol
1432
A
9.4
6.2
667
4784
30


83.0046
QMAVGPGPGK
798
10
HIV
pol
1432
A
33
16
5961
86676
22


83.0048
TVGPGPGPEK
799
10
HIV
pol
935
A
115
17
10140
98177
23


83.0049
TVQGPGPGEK
800
10
HIV
pol
935
A
218
3.4
9874
103379
195


83.0050
TVQPGPGPGK
801
10
HIV
pol
935
A
41
2.5
1335
68584
28


1500.01
VAHUGGQLK
802
10
HIV
Pol
98
A
2593
151
46875
51222
123


1500.02
VTVIUGGQLK
803
10
HIV
Pol
98
A
296
61
24385
104757
147


1500.03
VTIKVGGQLK
804
10
HIV
Pol
98
A
188
59
6061
47647
127


1500.04
VTIRIGGQLK
805
10
HIV
Pol
98
A
51
14
4458
65764
25


1500.05
VTVRIGGQLK
806
10
HIV
Pol
98
A
226
15
5380
40344
49


1500.06
VTVKVGGQLK
807
10
HIV
Pol
98
A
206
54
21484
46182
104


1500.07
VTIRVGGQLK
808
10
HIV
Pol
98
A
43
13
3591
86086
28


1500.08
VTVRVGGQLK
809
10
HIV
Pol
98
A
216
19
8238
>72319.2
141


1500.09
VTVKIGGQLR
810
10
HIV
Pol
98
A
19185
194
417
3833
52


1500.12
VTIRIGGQLR
811
10
HIV
Pol
98
A
3192
23
61
1352
16


1500.13
VITICLGGQ1R
812
10
HIV
Pol
98
A
43252
219
590
12965
104


1500.14
VSIKVGGQIK
813
10
HIV
Pol
98
A
1921
86
57069
>72319.2
2026


1500.15
VSIRVGGQIK
814
10
HIV
Pol
98
A
642
91
50677
>61702.13
1960


1500.17
VTVKIEGQLK
815
10
HIV
Pol
98
A
647
23
4616
64604
30


1500.18
VTIKIEGQLK
816
10
HIV
Pol
98
A
361
69
5077
58024
27


1500.19
VTVICIEGQLR
817
10
HIV
Pol
98
A
35612
143
394
4057
146


1500.20
VSIRVGGQTK
818
10
HIV
Pol
98
A
341
21
29949
38958
290


1500.21
VSIRVGGQTR
819
10
HIV
Pol
98
A
18531
241
466
8595
288


1500.22
VTVRIGGMQK
820
10
HIV
Pol
98
A
54
13
2583
44425
155


1500.23
ITVICIGKEVR
821
10
HIV
Pol
98
A
>69182.39
12904
5057
24985
154


73.0263
GTRQARRNK
822
9
HIV
REV
36
A
67
749
9713
45966
59708


73.0265
GTRQARRNRK
823
10
HIV
REV
36
A
100
634
3800
>42335.77
7788


73.0267
GTRQARRNRRIC
824
11
HIV
REV
36
A
404
2596
7774
>24308.47
9104


73.0269
GTRQTRKNK
825
9
HIV
REV
37
A
198
3104
13373
>29713.11
18657


73.0271
GTRQTRKNRK
826
10
HIV
REV
37
A
129
1082
2485
60183
5998


73.0273
GIRQTRICNIIRK
827
11
HIV
REV
37
A
478
4184
4008
>24308.47
>17167.38


73.0363
RVRRRRWRAR
828
10
HIV
REV
43
A
2443
>16759.78
265
3758
>36866.36


73.0369
KVRRRRWRAR
829
10
HIV
REV
43
A
327
>20905.92
342
3243
15501


66.0028
LTISYGRK
830
8
HIV
TAT
46
A
988
708
27068
38162
482


66.0055
KTLGISYGR
831
9
HIV
TAT
44
A
53
9.8
21
502
36


66.0060
LTISYGRICK
832
9
HIV
TAT
46
A
584
69
13918
59654
63


66.0061
GTSYGRICKR
833
9
HIV
TAT
47
A
9965
5916
225
21588
5778


66.0062
GTGISYGRK
834
9
HIV
TAT
45
A
480
77
58102
>43740.57
7407


66.0073
KTLGISYGRK
835
10
HIV
TAT
44
A
36
79
841
42378
1629


66.0075
LTISYGRICKR
836
10
HIV
TAT
46
A
7161
1229
71
2515
33


66.0090
KTLGISYGRKK
837
11
HIV
TAT
44
A
52
285
91
23401
647


73.0306
TVCNNCYCK
838
9
HIV
TAT
23
A
9920
267
8793
28481
876


73.0310
LVISYGRKKRR
839
11
HIV
TAT
46
A
>11702.13
8669
562
267
4662


73.0314
ISYGRKKRRQK
840
11
HIV
TAT
48
A
48
2807
3147
>20000
4428


73.0331
ETGPSGQPCK
841
10
HIV
TAT
101
A
>14569.54
3501
>22500
>17813.27
50


73.0333
KVGPGGYPRR
842
10
HIV
TAT
101
A
2268
487
250
7904
721


73.0334
KAGPGGYPRK
843
10
HIV
TAT
101
A
62
43
10734
>17813.27
5555


73.0336
KVGPGGYPRRK
844
11
HIV
TAT
101
A
70
87
775
>5063.73
921


73.0338
AVPGGYPRR
845
9
HIV
TAT
102
A
3012
1215
1349
3453
109


73.0344
AVPGGYPRRK
846
10
HIV
TAT
102
A
819
60
39974
>5570.5
846


66.0057
KVGSLQYLK
847
9
HIV
VIF
146
A
482
70
2104
>43740.57
4200


66.0033
ETVRHFPR
848
8
HIV
VPR
29
A
>13513.51
4183
1000
81
86


78.0048
AACHKCIDFY
849
10
HPV
E6
63

18824
261
20643
>116465.86
32548


78.0051
LLIRCLRCQK
850
10
HPV
E6
101

437
170
6612
28936
78


78.0059
KISEYRHYNY
851
10
HPV
E6
72

42
112
1426
35341
25077


78.0068
AVCRVCLLFY
852
10
HPV
E6
64

77
21
1978
4520
1302


78.0103
FAFTDLTIVY
853
10
HPV
E6
45

40343
21161
42065
131202
346


78.0115
FAFADLTVVY
854
10
HPV
E6
45

18592
5866
23676
26768
402


78.0116
RFLSKISEYR
855
10
HPV
E6
68

1640
18468
33
436
172


78.0117
ILIRCIICQR
856
10
HPV
E6
99

8550
5012
377
2480
537


86.0005
RTAMFQDPQER
857
11
HPV
E6
5

1478
103
49
3459
19


86.0006
AMFQDPQERPR
858
11
HPV
E6
7

1718
886
45
1787
1478


86.0007
MFQDPQERPRK
859
11
HPV
E6
8

15493
8571
604
419
16729


86.0009
DLLIRCINCQK
860
11
HPV
E6
105

2923
935
4884
29
263


86.0011
RFEDPTRRPYK
861
11
HPV
E6
3

169
432
53
1758
7338


86.0012
ELTEVFEFAFK
862
11
HPV
E6
40

8966
582
25205
1733
15


86.0013
GLYNLLIRCLR
863
11
HPV
E6
97

1268
1568
250
401
1624


86.0014
NLLIRCLRCQK
864
11
HPV
E6
100

1565
854
3140
397
1480


86.0015
EVLEESVHEIR
865
11
HPV
E6
17

>45643.15
>20202.02
31037
212
240


86.0017
EVYKFLFTDLR
866
11
HPV
E6
41

31240
602
759
4.3
11


86.0018
FLFTDLRIVYR
867
11
HPV
E6
45

672
227
58
21
1.4


86.0020
EVLEIPLIDLR
868
11
HPV
E6
20

>47008.55
16638
36427
72
27


86.0021
DLRLSCVYCKK
869
11
HPV
E6
28

3644
1907
17023
109
3002


86.0022
EVYNFACTELK
870
11
HPV
E6
44

1622
117
484
5.9
2.7


86.0023
RVCLLFYSKVR
871
11
HPV
E6
67

771
190
221
1061
1267


86.0024
LLFYSKVRKYR
872
11
HPV
E6
70

28
94
7.0
11
15


86.0025
QLCDLLIRCYR
873
11
HPV
E6
98

1240
700
450
106
489


86.0387
TLEQTVKK
874
8
HPV
E6
87

4766
203
>100000
>75324.68
21400


88.0001
ATRDLCIVYR
875
10
HPV
E6
53
A
237
156
4.7
44
28


88.0002
AFRDLCIVYK
876
10
HPV
E6
53
A
31
15
10
132
57


88.0003
ATCDKCLKFY
877
10
HPV
E6
68
A
194
17
491
18080
4562


88.0004
AVCDKCLKFR
878
10
HPV
E6
68
A
77
15
11
45
34


88.0005
KLYSKISEYR
879
10
HPV
E6
75
A
5.4
168
6.4
28
91


88.0006
KFYSKISEYK
880
10
HPV
E6
75
A
7.6
674
27
329
208


88.0007
KFSEYRHYCY
881
10
HPV
E6
79
A
5092
7485
308
49397
14571


88.0008
KISEYRHYCR
882
10
HPV
E6
79
A
486
688
25
833
1488


88.0009
LFIRCINCQK
883
10
HPV
E6
106
A
2880
702
52
42
56


88.0010
LLIRCINCQR
884
10
HPV
E6
106
A
2818
686
30
50
14


88.0011
KVRFHNIRGR
885
10
HPV
E6
129
A
39
8632
27
4500
3979


88.0012
KQRFHNIRGK
886
10
HPV
E6
129
A
55
1953
573
35208
22879


88.0013
WFGRCMSCCR
887
10
HPV
E6
139
A
16071
10690
288
98
303


88.0014
WTGRCMSCCK
888
10
HPV
E6
139
A
6687
841
6496
15191
118


88.0015
MTCCRSSRTR
889
10
HPV
E6
144
A
3825
933
410
601
2.2


88.0016
MSCCRSSRTK
890
10
HPV
E6
144
A
352
169
2333
6916
12


88.0017
STCRSSRTRR
891
10
HPV
E6
145
A
2989
118
152
1020
312


88.0018
SCCRSSRTRK
892
10
HPV
E6
145
A
326
3272
5592
20916
8777


88.0020
DIEITCVYCR
893
10
HPV
E6
27
A
2014
826
3780
448
422


88.0021
FTFKDLFVVY
894
10
HPV
E6
47
A
14364
1208
10757
2725
62


88.0022
FAFKDLFVVK
895
10
HPV
E6
47
A
783
71
525
1066
3.6


88.0023
AVKDLFVVYR
896
10
HPV
E6
48
A
1728
91
3.1
9.1
3.3


88.0024
AFKDLFVVYK
897
10
HPV
E6
48
A
3256
211
32
93
576


88.0026
FVVYRDSIPK
898
10
HPV
E6
53
A
265
81
6216
146
30


88.0027
DTIPHAACHK
899
10
HPV
E6
58
A
2366
701
1763
9.3
23


88.0028
DSIPHAACHR
900
10
HPV
E6
58
A
2772
853
357
2.2
27


88.0029
KFIDFYSRIR
901
10
HPV
E6
67
A
8891
9008
3.3
677
2551


88.0031
DTVYGDTLEK
902
10
HPV
E6
83
A
50
15
28754
55090
31


88.0032
DSVYGDTLER
903
10
HPV
E6
83
A
292
23
485
891
28


88.0033
LFIRCLRCQK
904
10
HPV
E6
101
A
3390
1533
218
77
200


88.0034
LLIRCLRCQR
905
10
HPV
E6
101
A
3360
1396
28
75
13


88.0035
RVHNIAGHYR
906
10
HPV
E6
126
A
30
21
22
114
18


88.0036
RFHNIAGHYK
907
10
HPV
E6
126
A
25
22
2.6
80
23


88.0037
RTQCHSCCNR
908
10
HPV
E6
135
A
338
20
22
132
161


88.0038
RGQCHSCCNK
909
10
HPV
E6
135
A
6135
113
425
37669
20340


88.0039
ATTDLTIVYR
910
10
HPV
E6
46
A
247
10
34
1739
14


88.0040
AFTDLTIVYK
911
10
HPV
E6
46
A
701
112
3952
9380
215


88.0041
RLYSKVSEFR
912
10
HPV
E6
68
A
6.4
131
24
690
73


88.0042
RFYSKVSEFK
913
10
HPV
E6
68
A
27
521
30
4452
547


88.0043
KFSEFRWYRY
914
10
HPV
E6
72
A
4750
1595
34
856
12811


88.0044
KVSEFRWYRR
915
10
HPV
E6
72
A
266
16
2.8
159
30


88.0045
YFVYGTTLEK
916
10
HPV
E6
81
A
204
62
2167
15740
53


88.0046
YSVYGTTLER
917
10
HPV
E6
81
A
430
96
2136
6903
19


88.0048
GTTLEKLTNR
918
10
HPV
E6
85
A
3604
1720
382
706
2946


88.0049
LVIRCITCQR
919
10
HPV
E6
99
A
2222
255
54
135
14


88.0050
LLIRCITCQK
920
10
HPV
E6
99
A
291
120
3009
2165
40


88.0051
WVGRCIACWR
921
10
HPV
E6
132
A
6227
1391
85
13
9.7


88.0052
WTGRCIACWK
922
10
HPV
E6
132
A
2633
55
3078
169
24


88.0053
RTIACWRRPR
923
10
HPV
E6
135
A
40
63
3.2
95
51


88.0054
RCIACWRRPK
924
10
HPV
E6
135
A
1535
1476
292
176
1655


88.0055
AVADLTVVYR
925
10
HPV
E6
46
A
489
11
31
892
7.3


88.0056
AFADLTVVYK
926
10
HPV
E6
46
A
2365
107
1113
13557
50


88.0057
RVLSKISEYR
927
10
HPV
E6
68
A
34
84
24
197
136


88.0058
RFLSKISEYK
928
10
HPV
E6
68
A
31
287
42
10237
112


88.0059
KFSEYRHYNY
929
10
HPV
E6
72
A
5819
5521
286
18351
1798


88.0060
KISEYRHYNR
930
10
HPV
E6
72
A
58
140
17
161
1579


88.0061
ITIRCIICQR
931
10
HPV
E6
99
A
488
93
50
123
12


88.0062
ILIRCIICQK
932
10
HPV
E6
99
A
192
78
1383
1423
165


88.0063
WVGRCAACWR
933
10
HPV
E6
132
A
2757
3973
360
24
19


88.0064
WAGRCAACWK
934
10
HPV
E6
132
A
4662
583
23311
1491
50


88.0065
CFACWRSRRR
935
10
HPV
E6
136
A
23542
7164
578
165
10206


88.0067
DTSIACVYCK
936
10
HPV
E6
27
A
2936
89
5385
1968
216


88.0068
DVSIACVYCR
937
10
HPV
E6
27
A
2814
217
406
487
658


88.0070
CVYCKATLEK
938
10
HPV
E6
32
A
418
653
5307
17928
862


88.0071
RFEVYQFAFK
939
10
HPV
E6
41
A
38
611
179
2867
2443


88.0072
RTEVYQFAFR
940
10
HPV
E6
41
A
217
78
12
142
147


88.0073
AVKDLCIVYR
941
10
HPV
E6
48
A
841
66
7.3
8.0
6.5


88.0074
AFKDLCIVYK
942
10
HPV
E6
48
A
856
47
39
263
378


88.0075
ATCHKCIDFY
943
10
HPV
E6
63
A
133
7.4
1164
12691
1386


88.0076
AACHKCIDFK
944
10
HPV
E6
63
A
118
20
437
53733
414


88.0077
NLVYGETLEK
945
10
HPV
E6
83
A
846
143
761
121
87


88.0078
NSVYGETLER
946
10
HPV
E6
83
A
150
25
163
1333
18


88.0079
LSIRCLRCQK
947
10
HPV
E6
101
A
245
14
100
1135
17


88.0080
LLIRCLRCQY
948
10
HPV
E6
101
A
727
452
2894
2430
254


88.0081
RVHSIAGQYR
949
10
HPV
E6
126
A
31
34
7.6
812
28


88.0082
RFHSIAGQYK
950
10
HPV
E6
126
A
17
43
1.3
629
83


88.0083
LVTDLRIVYR
951
10
HPV
E6
46
A
3869
648
20
150
6.8


88.0084
LFTDLRIVYK
952
10
HPV
E6
46
A
628
263
258
149
277


88.0085
CTMCLRFLSK
953
10
HPV
E6
63
A
1002
226
6274
3945
429


88.0086
CIMCLRFLSR
954
10
HPV
E6
63
A
41
101
167
83
155


88.0087
RLLSKISEYR
955
10
HPV
E6
68
A
5.2
662
7.7
108
21


88.0088
RFLSKISEYY
956
10
HPV
E6
68
A
1702
25535
14
41096
3999


88.0089
SFYGKTLEER
957
10
HPV
E6
82
A
642
205
17
66
42


88.0090
SLYGKTLEEK
958
10
HPV
E6
82
A
7.9
6.8
1044
6516
29


88.0091
WFGRCSECWR
959
10
HPV
E6
132
A
1788
1569
20
5.5
26


88.0092
WTGRCSECWK
960
10
HPV
E6
132
A
2492
26
3323
720
22


88.0093
AFCRVCLLFY
961
10
HPV
E6
64
A
509
272
1777
1202
173


88.0094
AVCRVCLLFR
962
10
HPV
E6
64
A
20
1.8
2.1
64
21


88.0095
CFLFYSKVRK
963
10
HPV
E6
69
A
125
96
81
315
172


88.0096
CLLFYSKVRR
964
10
HPV
E6
69
A
417
204
159
386
242


88.0097
LVYSKVRKYR
965
10
HPV
E6
71
A
320
619
17
49
31


88.0098
LFYSKVRKYK
966
10
HPV
E6
71
A
680
2582
18
30
1976


88.0099
GTTLESITKK
967
10
HPV
E6
88
A
622
108
85182
132509
10147


88.0103
WVGSCLGCWR
968
10
HPV
E6
135
A
48682
5520
20
15
9.3


88.0104
WTGSCLGCWK
969
10
HPV
E6
135
A
7705
6.9
18344
2980
3.7


88.0105
VVADLRIVYR
970
10
HPV
E6
46
A
513
18
41
101
16


88.0106
VFADLRIVYK
971
10
HPV
E6
46
A
2086
127
402
200
273


88.0107
RTLSKISEYR
972
10
HPV
E6
68
A
77
100
52
189
133


88.0108
RLLSKISEYK
973
10
HPV
E6
68
A
15
65
158
40019
429


88.0109
KVSEYRHYNY
974
10
HPV
E6
72
A
349
110
1791
70859
3498


88.0110
KISEYRHYNK
975
10
HPV
E6
72
A
29
18
397
24827
15565


88.0111
IVIRCIICQR
976
10
HPV
E6
99
A
984
217
52
529
28


88.0113
WLGRCAVCWR
977
10
HPV
E6
132
A
2330
3002
356
40
112


88.0114
WTGRCAVCWK
978
10
HPV
E6
132
A
1261
131
4176
3403
29


88.0241
YVVCDKCLK
979
9
HPV
E6
67
A
3282
643
8.5
165
1289


88.0242
YAVCDKCLR
980
9
HPV
E6
67
A
458
194
4261
26582
16034


88.0243
SVCRSSRTR
981
9
HPV
E6
145
A
323
97
249
547
17


88.0244
SCCRSSRTK
982
9
HPV
E6
145
A
21
3.9
51
5227
4.2


88.0245
SLPHAACHK
983
9
HPV
E6
59
A
32
66
219
1186
654


88.0246
SIPHAACHR
984
9
HPV
E6
59
A
1053
352
236
253
181


88.0249
FVDLTIVYR
985
9
HPV
E6
47
A
29674
5312
2384
430
138


88.0250
FTDLTIVYK
986
9
HPV
E6
47
A
557
16
24170
18477
143


88.0251
SFYGTTLEK
987
9
HPV
E6
82
A
34
15
517
3385
498


88.0252
SVYGTTLER
988
9
HPV
E6
82
A
28
6.4
133
454
21


88.0253
TFLEKLTNK
989
9
HPV
E6
86
A
6839
815
451
148
918


88.0254
TTLEKLTNR
990
9
HPV
E6
86
A
1993
817
42
37
101


88.0255
ETNPFGICK
991
9
HPV
E6
56
A
9585
100
29103
804
14


88.0256
EGNPFGICR
992
9
HPV
E6
56
A
11467
10372
5123
344
82


88.0258
NTLEQTVKR
993
9
HPV
E6
86
A
20380
1151
2273
18
8.6


88.0259
ALCWRSRRR
994
9
HPV
E6
137
A
959
9748
72
1289
7416


88.0260
AACWRSRRK
995
9
HPV
E6
137
A
75
770
3022
45341
12877


88.0262
VSIACVYCR
996
9
HPV
E6
28
A
3236
143
42
1347
185


88.0264
SIACVYCKK
997
9
HPV
E6
29
A
271
83
9114
19632
96


88.0265
ILYRDCIAY
998
9
HPV
E6
54
A
261
1832
53232
44670
>19607.84


88.0266
IVYRDCIAR
999
9
HPV
E6
54
A
465
106
27
325
64


88.0267
CTAYAACHK
1000
9
HPV
E6
59
A
726
196
2956
771
167


88.0268
CIAYAACHR
1001
9
HPV
E6
59
A
3625
1905
502
115
262


88.0269
SFYGETLEK
1002
9
HPV
E6
84
A
288
108
947
885
1074


88.0270
SVYGETLER
1003
9
HPV
E6
84
A
44
11
235
160
17


88.0272
LIRCLRCQR
1004
9
HPV
E6
102
A
21335
12648
695
810
200


88.0273
RTQCVQCKK
1005
9
HPV
E6
27
A
234
20
127
8147
3066


88.0274
RLQCVQCKR
1006
9
HPV
E6
27
A
2535
6081
65
1829
11479


88.0275
KFLEERVKK
1007
9
HPV
E6
86
A
5344
2229
30
9740
17674


88.0276
KTLEERVKR
1008
9
HPV
E6
86
A
1957
159
37
1360
17685


88.0277
NVMGRWTGR
1009
9
HPV
E6
127
A
3884
794
40
18
20


88.0278
NIMGRWTGK
1010
9
HPV
E6
127
A
52
54
3274
86
173


88.0279
LTYRDDFPY
1011
9
HPV
E6
55
A
8265
82
>71146.25
20186
1529


88.0280
LVYRDDFPK
1012
9
HPV
E6
55
A
317
13
3009
1970
130


88.0281
RFCLLFYSK
1013
9
HPV
E6
67
A
1156
484
83
450
232


88.0282
RVCLLFYSR
1014
9
HPV
E6
67
A
439
111
51
2176
689


88.0283
LTFYSKVRK
1015
9
HPV
E6
70
A
3.8
8.0
87
3382
13


88.0284
LLFYSKVRR
1016
9
HPV
E6
70
A
56
73
38
276
11


88.0288
ATLESITKR
1017
9
HPV
E6
89
A
1437
16
100
851
188


88.0289
KVLCDLLIR
1018
9
HPV
E6
97
A
363
169
66
5896
9053


88.0290
KQLCDLLIK
1019
9
HPV
E6
97
A
226
65
340
46426
11897


88.0291
TFVHEIELK
1020
9
HPV
E6
21
A
4431
217
8412
4130
172


88.0292
TSVHEIELR
1021
9
HPV
E6
21
A
>64327.49
872
1039
5948
12


88.0293
YTFVFADLR
1022
9
HPV
E6
43
A
3633
8.1
20
6.6
2.9


88.0295
DFLEQTLKK
1023
9
HPV
E6
86
A
>57591.62
18809
34365
174
14376


88.0296
DTLEQTLKR
1024
9
HPV
E6
86
A
31347
12909
38127
9.2
110


88.0297
LVRCIICQR
1025
9
HPV
E6
100
A
677
358
59
109
201


88.0298
LIRCIICQK
1026
9
HPV
E6
100
A
445
252
639
834
285


88.0299
RVAVCWRPR
1027
9
HPV
E6
135
A
5.3
8.5
7.0
102
33


88.0300
RCAVCWRPK
1028
9
HPV
E6
135
A
285
340
382
131
1297


88.0301
AFCWRPRRR
1029
9
HPV
E6
137
A
273
17907
60
75
1087


88.0302
AVCWRPRRK
1030
9
HPV
E6
137
A
34
101
263
7950
1810


78.0306
LSFVCPWCA
1031
9
HPV
E7
94

38337
10864
4289
4603
341


86.0026
TFCCKCDSTLR
1032
11
HPV
E7
56

21772
8043
332
91
260


86.0030
LVVESSADDLR
1033
11
HPV
E7
74

>47008.55
2170
26410
5624
28


86.0031
TLQVVCPGCAR
1034
11
HPV
E7
88

20997
1395
67
63
147


86.0032
YLIHVPCCECK
1035
11
HPV
E7
59

1748
1534
33044
8066
177


86.0033
FVVQLDIQSTK
1036
11
HPV
E7
70

3682
853
48593
31350
2.7


86.0390
HTCNTTVR
1037
8
HPV
E7
59

4862
1792
726
4490
25


88.0115
GLVCPICSQK
1038
10
HPV
E7
88
A
428
814
45293
70317
3568


88.0117
GFNHQHLPAR
1039
10
HPV
E7
43
A
>46610.17
27889
173
5572
34617


88.0118
GVNHQHLPAK
1040
10
HPV
E7
43
A
42
11
3337
76239
9347


88.0119
NVVTFCCQCK
1041
10
HPV
E7
53
A
790
303
4757
87
13


88.0120
NIVTFCCQCR
1042
10
HPV
E7
53
A
1507
1070
2731
766
93


88.0122
GVSHAQLPAK
1043
10
HPV
E7
44
A
42
12
36011
>74935.4
20590


88.0124
LIHVPCCECR
1044
10
HPV
E7
60
A
5326
5925
385
387
228


88.0303
AVLQDIVLH
1045
9
HPV
E7
6
A
1922
101
6307
25776
27035


88.0304
ATLQDIVLK
1046
9
HPV
E7
6
A
37
8.6
65
17121
3231


88.0306
GVNHQHLPK
1047
9
HPV
E7
43
A
26
7.7
353
15615
1192


88.0307
HVMLCMCCK
1048
9
HPV
E7
59
A
282
79
772
825
99


88.0308
HTMLCMCCR
1049
9
HPV
E7
59
A
405
92
11
14
24


88.0310
LSFVCPWCR
1050
9
HPV
E7
94
A
31676
200
47
231
152


88.0312
AQPATADYK
1051
9
HPV
E7
45
A
3500
109
10413
58871
24173


88.0313
VVHAQLPAR
1052
9
HPV
E7
45
A
423
127
3.4
12
201


88.0314
VSHAQLPAK
1053
9
HPV
E7
45
A
378
9.5
46
1401
13502


88.0317
QLARQAKQH
1054
9
HPV
E7
48
A
8423
6862
945
1665
243


88.0320
KQHTCYLIR
1055
9
HPV
E7
54
A
135
213
13
2275
12177


88.0321
VTLDIQSTK
1056
9
HPV
E7
72
A
78
13
2046
1954
237


88.0322
VQLDIQSTR
1057
9
HPV
E7
72
A
15105
2917
162
4588
10341


83.0038
SLGPGPGTK
1058
9
Human
MAGE1
96
A
7.8
5.8
4392
152133
3517


83.0039
SLFGPGPGK
1059
9
Human
MAGE1
96
A
3.4
2.3
1085
82275
36


83.0034
LVGPGPGK
1060
8
Human
MAGE2
116
A
1004
291
23907
>125541.13
598


83.0035
KMFLQLAK
1061
8
Human
p53
132

45
62
677
>125541.13
8384


83.0036
KMGPGPGK
1062
8
Human
p53
132
A
84
242
1144
106362
4156


1489.51
KQENWYSLKK
1063
10
Pf
CSP
58

608
178
6327
>136150.23
4794


83.0041
GVGPGPGLK
1064
9
Pf
LSA1
105
A
47
4.0
1367
>111538.46
3972


83.0042
GVSGPGPGK
1065
9
Pf
LSA1
105
A
13
5.8
>11221.95
>111538.46
209


99.0198
FLLYILFLVK
1066
10
Pf

17

446
1431
54496
3254
2266


99.0199
LVFSNVLCFR
1067
10
Pf

43

120
19
33
19
7.7


99.0202
SSFDIKSEVK
1068
10
Pf

116

1900
19
19829
70344
31


99.0206
TLYQIQVMKR
1069
10
Pf

44

361
164
397
558
90


99.0207
KQVQMMIMIK
1070
10
Pf

58

264
112
4627
1231
2247


99.0208
GVIYIMIISK
1071
10
Pf

70

777
18
18811
1567
1134


99.0209
ELFDKDTFFK
1072
10
Pf

158

144
109
3676
13
3.6


99.0235
ALERLLSLKK
1073
10
Pf

50

147
822
33559
18255
22391


99.0236
KILIKIPVTK
1074
10
Pf

109

13
60
1661
24992
19571


99.0237
RLPLLPKTWK
1075
10
Pf

128

11
67
340
11392
2889


99.0239
SQVSNSDSYK
1076
10
Pf

161

1656
83
24559
>17448.86
1384


99.0240
QQNQESKIMK
1077
10
Pf

197

3469
77
28120
>17448.86
21310


99.0241
IIALLIIPPK
1078
10
Pf

249

30
5.3
23822
8426
82


99.0243
SSPLFNNFYK
1079
10
Pf

14

100
0.7
1608
1728
6.3


99.0244
FLYLLNKKNK
1080
10
Pf

151

177
475
4313
780
155


99.0245
LQMMNVNLQK
1081
10
Pf

183

25
7.2
435
1113
320


99.0246
LTNHLINTPK
1082
10
Pf

195

11
5.9
62
373
10


99.0247
IFISFYLINK
1083
10
Pf

259

1987
1056
462
394
363


99.0248
RLFEESLGIR
1084
10
Pf

293

64
1096
297
788
409


99.0303
LLYILFLVK
1085
9
Pf

18

13
207
90687
13261
5545


99.0304
KSMLKELIK
1086
9
Pf

129

189
151
450
>46548.96
>37037.04


99.0305
PVLTSLFNK
1087
9
Pf

166

1949
25
5107
18271
29928


99.0317
KTMNNYMIK
1088
9
Pf

18

17
5.5
24
12743
29


99.0318
LFDKDTFFK
1089
9
Pf

159

931
167
5706
1189
101


99.0319
YLFNQHIKK
1090
9
Pf

287

14
7.8
4919
7974
14


99.0320
MQSSFFMNR
1091
9
Pf

307

13
1.1
29
75
3.8


99.0321
RFYITTRYK
1092
9
Pf

315

1.9
67
15
98
17468


99.0322
TTRYKYLNK
1093
9
Pf

319

117
848
416
652
2565


99.0359
AVIFTPIYY
1094
9
Pf

34

25
9.5
42321
10068
1352


99.0360
ALERLLSLK
1095
9
Pf

50

233
369
3433
12786
13708


99.0361
SISGKYDIK
1096
9
Pf

85

2086
50
28249
12437
1745


99.0363
EQRLPLLPK
1097
9
Pf

126

1088
765
423
987
1911


99.0365
IALLIIPPK
1098
9
Pf

250

1241
108
2926
1404
1965


99.0366
PVVCSMEYK
1099
9
Pf

270

1940
80
330791
22608
414


99.0367
VVCSMEYKK
1100
9
Pf

271

443
54
891
14328
167


99.0368
FSYDLRLNK
1101
9
Pf

308

29
4.9
461
1264
15


99.0369
HLNEPIGFK
1102
9
Pf

323

2.3
1.3
183
97
2.8


99.0370
PLFNNFYKR
1103
9
Pf

16

2635
1890
520
1258
132


99.0371
YQNFQNADK
1104
9
Pf

141

2712
177
44698
>18447.84
19830


99.0372
QMMNVNLQK
1105
9
Pf

184

20
7.0
504
6649
243


99.0373
AVSEIQNNK
1106
9
Pf

222

25
11
1429
25449
14


99.0374
GTMYILLKK
1107
9
Pf

236

2.2
1.2
29
8453
3.1


99.0375
FISFYLINK
1108
9
Pf

260

19
9.0
2192
1456
18


99.0376
YLINKHWQR
1109
9
Pf

264

1034
676
4.4
7.7
3.7


99.0377
ALKISQLQK
1110
9
Pf

273

15
96
3203
23800
>54794.52


99.0378
KINSNFLLK
1111
9
Pf

282

17
6.4
68
47740
2737


F020.05
AAMXDPTTFK
1112
10
Un-
Naturally

A
50
7.2









known
processed









F029.10
GTMTTSXYK
1113
9
Un-
Naturally

A
4.0
4.5









known
processed









F029.12
SXXPAXFQK
1114
9
Un-
Naturally

A
14
2.0









known
processed









F029.13
ATAGDGXXEXRK
1115
12
Un-
Naturally

A
184
19









known
processed



























TABLE 15







SEQ











Peptide
Sequence
ID NO
AA
Organism
Protein
Position
Analog
A*2402
A*2301
A*2902
A*3002


























83.0155
AYGPGPGKF
1116
9
Artificial
Consensus

A
2.4
9.7
44854
3.2






sequence









83.0156
AYIGPGPGF
1117
9
Artificial
Consensus

A
217
12
15887
5728






sequence









996.07
AYAAAAAAL
1118
9
Artificial


Poly
443









sequence









1428.08
AYSSWMYSY
1119
9
EBV
EBNA3
176


21

4.9


1448.01
DLLDTASALY
1120
10
HBV
Core
419



74
37


1142.09
WFHISCLTF
1121
9
HBV
NUC
102

204
11
95
75094


83.0128
KYTSFPWL
1122
8
HBV
pol
745

208
177
>172413.79
346


1448.04
FAAPFTQCGY
1123
10
HBV
pol
631



461
1364


1448.07
SYQHFRKLLL
1124
10
HBV
POL
4

418
39
28
3768


1448.08
LYSHPIILGF
1125
10
HBV
POL
492

2.6
5.4
109
1116


1448.03
MSTTDLEAY
1126
9
HBV
X
103



2565
396


83.0149
MYVGDLCGSVF
1127
11
HCV
E1
275

26
0.91
612
1460


83.0150
MYGPGPGGSVF
1128
11
HCV
E1
275
A
35
5.4
48442
31980


83.0151
MYVGPGPGSVF
1129
11
HCV
E1
275
A
35
4.4
1527
28177


83.0152
MYVGGPGPGVF
1130
11
HCV
E1
275
A
381
85
89
2870


83.0153
MYVGDGPGPGF
1131
11
HCV
E1
275
A
90
11
8656
39608


83.0126
VMGSSYGF
1132
8
HCV
NS5
2639

36
159
145
41967


1448.06
EVDGVRLHRY
1133
10
HCV
NS5
2129



14940
113


73.0375
KYSKSSIVGW
1134
10
HIV
NEF
4
A
4061
491
>69444.44
>34482.76


73.0376
KWSKSSIVGF
1135
10
HIV
NEF
4
A
1674
84
>56179.78
30367


73.0391
FFLKEKGGF
1136
9
HIV
NEF
116
A
3456
655
3015
141


73.0393
IYSKKRQEF
1137
9
HIV
NEF
175
A
306
421
29353
727


73.0395
IYSKKRQEIF
1138
10
HIV
NEF
175
A
238
360
>131578.95
21001


73.0397
LYVYHTQGYF
1139
10
HIV
NEF
190
A
38
23
1696
1222


73.0400
VYHTQGYFPDF
1140
11
HIV
NEF
192
A
149
68
14923
>22556.39


73.0406
RYPLTFGW
1141
8
HIV
NEF
216

127
3836
13889
6251


73.0407
RYPLTFGF
1142
8
HIV
NEF
216
A
3.3
6.4
9704
6328


73.0411
RFPLTFGF
1143
8
HIV
NEF
216
A
178
124
12759
13472


73.0413
TYGWCFKL
1144
8
HIV
NEF
222
A
2181
333
25658
>8042.9


73.0414
TFGWCFKF
1145
8
HIV
NEF
222
A
3424
462
4449
>10135.14


73.0422
LYVYHTQGY
1146
9
HIV
NEF
190
A
7140
6088
216
258


73.0425
NYTPDPGIRF
1147
10
HIV
NEF
206
A
483
37
8334
>9646.3


73.0430
QYPPLERLTL
1148
10
HIV
REV
78
A
211
22
>11520.74
>9646.3


73.0431
QLPPLERLTF
1149
10
HIV
REV
78
A
2507
338
>37313.43
>36585.37


66.0082
KYGSLQYLAL
1150
10
HIV
VIF
146
A
2800
147
>69444.44
6957


78.0019
LSKISEYRHY
1151
10
HPV
E6
70

>93023.26
>23671.5
55190
186


78.0243
ISEYRHYNY
1152
9
HPV
E6
73

125794
>23557.69
1329
32


78.0359
RFHNIRGRW
1153
9
HPV
E6
131

53237
11416
18
58


78.0365
RFLSKISEY
1154
9
HPV
E6
68

472
121
34623
23


78.0366
RFHNISGRW
1155
9
HPV
E6
124

>80536.91
22871
174
37


86.0034
VYDFAFRDLCI
1156
11
HPV
E6
49

44
8.9
62242
35724


86.0035
PYAVCDKCLKF
1157
11
HPV
E6
66

99
8.1
118249
>60000


86.0036
QYNKPLCDLLI
1158
11
HPV
E6
98

303
36
>166666.67
6680


86.0037
PFGICKLCLRF
1159
11
HPV
E6
59

137
19
1249
32803


86.0038
VYQFAFKDLCI
1160
11
HPV
E6
44

30
1.9
49276
3477


86.0039
AYAACHKCIDF
1161
11
HPV
E6
61

91
14
1264
4699


86.0040
VYKFLFTDLRI
1162
11
HPV
E6
42

37
14
30216
1865


86.0041
PYGVCIMCLRF
1163
11
HPV
E6
59

380
100
69
43722


86.0042
PYAVCRVCLLF
1164
11
HPV
E6
62

226
150
2711
53351


86.0043
VYDFVFADLRI
1165
11
HPV
E6
42

47
8.0
8904
7585


86.0112
QYNKPLCDLF
1166
10
HPV
E6
98
A
115
21
7658
525


86.0113
VYEFAFKDLF
1167
10
HPV
E6
44
A
15
1.7
1973
2038


86.0114
FYSKVSEFRF
1168
10
HPV
E6
69
A
7.1
2.2
79
18453


86.0115
VYREGNPFGF
1169
10
HPV
E6
53
A
197
91
11120
21947


86.0116
FYSRIRELRF
1170
10
HPV
E6
71
A
11
1.6
83
12598


86.0117
PYAVCRVCLF
1171
10
HPV
E6
62
A
12
4.5
407
5226


86.0118
FYSKVRKYRF
1172
10
HPV
E6
72
A
18
13
3042
1232


86.0119
LYGDTLEQTF
1173
10
HPV
E6
83
A
91
24
40871
42025


86.0315
VYDFAFRDF
1174
9
HPV
E6
49
A
9.6
19
47381
8490


86.0316
AYRDLCIVY
1175
9
HPV
E6
53
A
2094
1479
7117
66


86.0317
AFRDLCIVF
1176
9
HPV
E6
53
A
1005
369
6722
3305


86.0318
PYAVCDKCF
1177
9
HPV
E6
66
A
216
183
122025
9884


86.0319
KYYSKISEY
1178
9
HPV
E6
75
A
10951
2165
702
1.3


86.0320
KFYSKISEF
1179
9
HPV
E6
75
A
174
138
73339
306


86.0321
CYSLYGTTF
1180
9
HPV
E6
87
A
28
11
2088
7823


86.0322
RYHNIRGRW
1181
9
HPV
E6
131
A
145
14
122644
15


86.0323
RFHNIRGRF
1182
9
HPV
E6
131
A
29
2.4
346
0.69


86.0324
VYCKTVLEF
1183
9
HPV
E6
33
A
50
4.7
610
1139


86.0325
AYKDLFVVY
1184
9
HPV
E6
48
A
1549
905
639
1.3


86.0326
AFKDLFVVF
1185
9
HPV
E6
48
A
294
6.8
3051
829


86.0327
LYVVYRDSI
1186
9
HPV
E6
52
A
982
242
148359
3483


86.0328
LFVVYRDSF
1187
9
HPV
E6
52
A
268
134
919
18


86.0329
RYHNIAGHY
1188
9
HPV
E6
126
A
1227
195
138
0.93


86.0330
RFHNIAGHF
1189
9
HPV
E6
126
A
37
17
635
1.4


86.0331
VYGTTLEKF
1190
9
HPV
E6
83
A
19
13
75267
220


86.0332
AYADLTVVY
1191
9
HPV
E6
46
A
369
1384
136
9.3


86.0333
AFADLTVVF
1192
9
HPV
E6
46
A
203
30
779
137


86.0334
RYLSKISEY
1193
9
HPV
E6
68
A
142
98
4247
1.1


86.0335
NYSVYGNTF
1194
9
HPV
E6
80
A
28
29
9121
2559


86.0336
RYHNISGRW
1195
9
HPV
E6
124
A
47
15
104884
13


86.0337
AYKDLCIVY
1196
9
HPV
E6
48
A
33798
3036
5205
29


86.0338
AFKDLCIVF
1197
9
HPV
E6
48
A
284
16
5846
2305


86.0339
AYAACHKCF
1198
9
HPV
E6
61
A
200
159
10972
3393


86.0340
VYGETLEKF
1199
9
HPV
E6
85
A
45
14
91902
20009


86.0341
RYHSIAGQY
1200
9
HPV
E6
126
A
3170
1904
544
1.4


86.0342
RFHSIAGQF
1201
9
HPV
E6
126
A
28
2.9
481
1.2


86.0343
KYLFTDLRI
1202
9
HPV
E6
44
A
108
1.9
78575
339


86.0344
KFLFTDLRF
1203
9
HPV
E6
44
A
12
0.74
44
152


86.0345
LYTDLRIVY
1204
9
HPV
E6
46
A
1986
1216
4.8
2.1


86.0346
LFTDLRIVF
1205
9
HPV
E6
46
A
169
2.6
164
2649


86.0347
PYGVCIMCF
1206
9
HPV
E6
59
A
190
147
144402
38850


86.0348
RFLSKISEF
1207
9
HPV
E6
68
A
58
2.5
40103
201


86.0349
EYRHYQYSF
1208
9
HPV
E6
75
A
21
2.3
13707
430


86.0350
RYHNIMGRW
1209
9
HPV
E6
124
A
29
12
106990
7.1


86.0351
RFHNIMGRF
1210
9
HPV
E6
124
A
39
2.6
174
1.3


86.0352
VYNFACTEF
1211
9
HPV
E6
45
A
14
2.1
774
784


86.0353
NYACTELKL
1212
9
HPV
E6
47
A
1741
131
77844
49107


86.0354
NFACTELKF
1213
9
HPV
E6
47
A
211
13
46
6826


86.0355
PYAVCRVCF
1214
9
HPV
E6
62
A
429
257
5602
316


86.0356
LYYSKVRKY
1215
9
HPV
E6
71
A
21942
2735
1452
28


86.0357
LFYSKVRKF
1216
9
HPV
E6
71
A
2008
277
11172
632


86.0358
VYDFVFADF
1217
9
HPV
E6
42
A
9.9
2.2
1230
3961


86.0359
VYADLRIVY
1218
9
HPV
E6
46
A
28
122
8.2
8.3


86.0360
VFADLRIVF
1219
9
HPV
E6
46
A
23
2.5
87
24062


86.0361
NYSLYGDTF
1220
9
HPV
E6
80
A
6.4
142
20945
64


86.0362
RFHNISGRF
1221
9
HPV
E6
124
A
34
5.5
572
2.8


86.0363
LYNLLIRCF
1222
9
HPV
E6
98
A
47
15
17958
2255


86.0392
FYSKVSEF
1223
8
HPV
E6
69

21
18
3774
66667


86.0393
VYREGNPF
1224
8
HPV
E6
53

554
147
10001
65970


1090.64
VFEFAFKDLF
1225
10
HPV
E6
44

400





1511.42
EYRHYCYSLY
1226
10
HPV
E6
82



198
3.7


1511.43
EYRHYNYSLY
1227
10
HPV
E6
75



956
12


1511.55
ETRHYCYSLY
1228
10
HPV
E6
82
A


755
10


1511.56
EYDHYCYSLY
1229
10
HPV
E6
82
A


799
77


1511.57
KTRYYDYSVY
1230
10
HPV
E6
78
A


87841
0.71


1511.58
KYDYYDYSVY
1231
10
HPV
E6
78
A


5749
11


1511.59
ETRHYNYSLY
1232
10
HPV
E6
75
A


5464
29


1511.60
EYDHYNYSLY
1233
10
HPV
E6
75
A


777
93


86.0120
TYCCKCDSTL
1234
10
HPV
E7
56
A
206
30
145803
16588


86.0121
TFCCKCDSTF
1235
10
HPV
E7
56
A
25
14
501
1167


86.0122
TYCHSCDSTF
1236
10
HPV
E7
58
A
14
2.9
5236
3580


86.0123
CYTCGTTVRF
1237
10
HPV
E7
59
A
41
18
7744
38331


86.0364
LYPEPTDLF
1238
9
HPV
E7
15
A
38
17
1150
30732


86.0365
NYYIVTCCF
1239
9
HPV
E7
52
A
27
12
2675
8398


86.0395
LFLNTLSF
1240
8
HPV
E7
89

587
104
1013
118217


86.0396
LFLSTLSF
1241
8
HPV
E7
90

2283
160
1034
>75000


1428.07
RVLPPNWKY
1242
9
Human
40s ribo prot S13
132


>49000

3.0


1428.06
RLAHEVGWKY
1243
10
Human
60s ribo prot L13A
139


4631

3.8


1428.04
AYKKQFSQY
1244
9
Human
60s ribo prot L5
217


10669

5.3


1428.01
KTKDIVNGL
1245
9
Human
Factin capping
235


>49000

164







protein








1428.09
SLFVSNHAY
1246
9
Human
fructose
355


30295

1.1







biphosphate








83.0145
TYGPGPGSLSF
1247
11
Human
Her2/neu
63
A
7.1
1.7
9853
47246


83.0146
TYLGPGPGLSF
1248
11
Human
Her2/neu
63
A
23
0.65
600
26889


83.0147
TYLPGPGPGSF
1249
11
Human
Her2/neu
63
A
8.8
2.2
56183
7275


83.0148
TYLPTGPGPGF
1250
11
Human
Her2/neu
63
A
39
8.6
56574
32985


1216.01
RWGLLLALL
1251
9
Human
Her2/neu
8

106
100
61253
300


1216.02
PYVSRLLGI
1252
9
Human
Her2/neu
780

11
18
200160
65465


1216.09
TYLPTNASL
1253
9
Human
Her2/neu
63

141
7.8
106153
8244


83.0141
IYGPGPGLIF
1254
10
Human
MAGE3
195
A
7.4
8.0
58
6845


83.0142
IYPGPGPGIF
1255
10
Human
MAGE3
195
A
58
12
18659
17959


83.0143
IYPKGPGPGF
1256
10
Human
MAGE3
195
A
7.5
4.9
53603
61283


1428.05
RISGVDRYY
1257
9
Human
NADH ubiqoxidore
53


>49000

3.0


F185.01
LYSACFWWL
1258
9
Human
OA1
194

28





F185.02
LYSACFWWF
1259
9
Human
OA1
194
A
28





83.0136
TYSVSFDSLF
1260
10
Human
PSM
624

10
12
521
5218


83.0137
TYGPGPGSLF
1261
10
Human
PSM
624
A
3.9
8.7
7228
10871


83.0138
TYSGPGPGLF
1262
10
Human
PSM
624
A
50
92
7726
3461


83.0139
TYSVGPGPGF
1263
10
Human
PSM
624
A
332
340
120913
55200


83.0133
AYPNVSAKI
1264
9

Lysteria

listeriolysin
196

14
45
56905
4456


83.0134
AYGPGPGKI
1265
9

Lysteria

listeriolysin
196
A
36
169
>156250
5427


1404.35
IMVLSFLF
1266
8
Pf
CSP
427

469
7.5
111
30000


1404.48
YYGKQENW
1267
8
Pf
CSP
55

85
951
>50000
>30000


1404.66
VFNVVNSSI
1268
9
Pf
CSP
416

403
35
24001
15737


1489.22
ALFQEYQCY
1269
9
Pf
CSP
18



149
1032


1404.90
LYNTEKGRHPF
1270
11
Pf
EXP
100

175
1947
>50000
>30000


1404.47
YFILVNLL
1271
8
Pf
LSA
10

96
82
4050
30000


1404.55
KFFDKDKEL
1272
9
Pf
LSA
76

269
>49000
>50000
3012


1404.56
KFIKSLFHI
1273
9
Pf
LSA
1876

4.1
2.0
>50000
3495


1404.79
YFILVNLLIF
1274
10
Pf
LSA
10

577
12
764
3388


1404.84
FYFILVNLLIF
1275
11
Pf
LSA
9

599
50
902
9826


1404.92
SFYFILVNLLI
1276
11
Pf
LSA
8

229
35
3066
2096


1404.65
VFLIFFDLF
1277
9
Pf
SSP2
13

40
12
1510
13554


1404.89
LYLLMDCSGSI
1278
11
Pf
SSP2
49

154
10
5893
1469


98.0047
KVSDEIWNY
1279
9
Pf

182

52169
>11980.44
230
1.9


98.0193
SYKSSKRDKF
1280
10
Pf

225

256
797
12594
88


98.0196
RYQDPQNYEL
1281
10
Pf

21

212
124
79717
189


98.0197
DFFLKSKFNI
1282
10
Pf

3

1648
304
47714
491


98.0217
IFHFFLFLL
1283
9
Pf

11

208
80
1405
837


98.0221
VFLVFSNVL
1284
9
Pf

41

26
4.9
33675
37689


98.0222
TYGIIVPVL
1285
9
Pf

160

248
20
30056
1519


98.0237
NYMKIMNHL
1286
9
Pf

34

16
1.7
45443
110


98.0238
TYKKKNNHI
1287
9
Pf

264

30
81
21642
162


98.0239
VYYNILIVL
1288
9
Pf

277

265
52
>192307.69
1127


98.0240
LYYLFNQHI
1289
9
Pf

285

33
1.4
20130
11035


98.0241
SFFMNRFYI
1290
9
Pf

310

172
11
200
1022


98.0242
FYITTRYKY
1291
9
Pf

316

350
11
9.6
7.5


98.0243
KYINFINFI
1292
9
Pf

328

11
0.72
25475
55


98.0245
KYEALIKLL
1293
9
Pf

380

2856
484
17296
16098


98.0288
IYYFDGNSW
1294
9
Pf

40

80
6.1
3101
3025


98.0289
VYRHCEYIL
1295
9
Pf

94

2200
64
117851
3326


98.0290
TWKPTIFLL
1296
9
Pf

135

148
11
21155
306


98.0291
SYKVNCINF
1297
9
Pf

168

27
15
2535
572


98.0292
KYNYFIHFF
1298
9
Pf

216

2.5
0.49
319
2.7


98.0293
NYFIHFFTW
1299
9
Pf

218

9.3
1.3
9774
3020


98.0294
HFFTWGTMF
1300
9
Pf

222

83
5.7
4.0
220


98.0295
MFVPKYFEL
1301
9
Pf

229

266
11
2560
8560


98.0296
IYTIIQDQL
1302
9
Pf

295

72
45
>37313.43
14124


98.0297
FFLKSKFNI
1303
9
Pf

4

1434
49
43105
>83333.33


98.0299
RMTSLKNEL
1304
9
Pf

61

12711
1807
40270
14


98.0300
YYNNFNNNY
1305
9
Pf

77

817
126
19
34


98.0301
YYNKSTEKL
1306
9
Pf

87

109
106
55636
21751


98.0302
EYEPTANLL
1307
9
Pf

109

127
44
>37313.43
>26086.96


F029.14
VYXKHPVSX
1308
9
Unknown
Naturally processed

A
4.3





F029.16
TYGNXTVTV
1309
9
Unknown
Naturally processed

A
26





F029.18
KYPDRVVPX
1310
9
Unknown
Naturally processed

A
224





F029.23
VYVXSXVTX
1311
9
Unknown
Naturally processed

A
5.3





F029.24
DAQXXXNTX
1312
9
Unknown
Naturally processed

A
5.9





83.0130
KYQAVTTTL
1313
9
Unknown
Tumor p198
197

22
16
>156250
625


83.0131
KYGPGPGTTTL
1314
11
Unknown
Tumor p198
197
A
103
130
9180
7056


83.0132
KYQGPGPGTTL
1315
11
Unknown
Tumor p198
197
A
543
438
74453
5999




























TABLE 16







SEQ












Peptide
Sequence
ID NO
AA
Organism
Protein
Position
Analog
B*0702
B*3501
B*5101
B*5301
B*5401



























83.0093
APGPGPGLL
1316
9
Artificial
Consensus

A
299
7481
1614
18117
15613






sequence










83.0094
APRGPGPGL
1317
9
Artificial
Consensus

A
4.9
974
633
19779
1120






sequence










1196.01
QPRAPIRPI
1318
9
EBNA

881

6770
>72000
>55000
12
>100000


1196.04
YPLHEQHGM
1319
9
EBNA

458

>55000
20785
>55000
10
>100000


1489.62
CPTVQASKL
1320
9
HBV
NUC
14

3247
645
448
1861
21643


83.0066
SPTYKAFL
1321
8
HBV
pol
659

109
31169
4665
54879
58651


83.0067
SPGPGPGL
1322
8
HBV
pol
659
A
173
2337
3535
25607
53272


83.0076
TPAGPGPGVF
1323
10
HBV
pol
354
A
334
374
296
2629
351


83.0077
TPARGPGPGF
1324
10
HBV
pol
354
A
144
1678
2418
2742
31768


1489.64
TPTGWGLAI
1325
9
HBV
POL
691

76
5145
103
1343
172


1489.63
APCNFFTSA
1326
9
HBV
X
146

43
8087
1045
>22409.64
0.61


1292.06
GPGHKARVI
1327
9
HIV
GAG
390
A
1686
>72000
>55000
2.2
>50000


66.0094
RPQVPLRPMTI
1328
11
HIV
NEF
98
A
47009
>18997.36
8081
21518
129


73.0439
FPVRPQVPI
1329
9
HIV
NEF
94
A
94
124
39
222
9.1


73.0441
RPQVPLRPI
1330
9
HIV
NEF
98
A
367
>23225.81
>9001.64
85335
1215


73.0443
RPQVPLRPMTI
1331
11
HIV
NEF
98
A
140
10455
5045
21538
>15128.59


73.0459
YPLTFGWCI
1332
9
HIV
NEF
217
A
54283
1378
153
154
79


73.0461
FPLTFGWCI
1333
9
HIV
NEF
217
A
47951
164
63
36
14


73.0463
FPLTFGWCFKI
1334
11
HIV
NEF
217
A
52567
4991
590
188
105


83.0071
FPVRPQVPL
1335
9
HIV
nef
94

17
3.8
18
49
21


83.0072
FPGPGPGPL
1336
9
HIV
nef
94
A
1584
426
2330
21036
29900


83.0073
FPVGPGPGL
1337
9
HIV
nef
94
A
106
14
138
32
246


1292.05
GPKVKQWPI
1338
9
HIV
POL
197
A
5500
>72000
>55000
2.3
>50000


73.0471
LPPLERLTI
1339
9
HIV
REV
79
A
24398
13399
359
2624
11243


78.0396
CPEEKQRHL
1340
9
HPV
E6
118

10
>52554.74
>35483.87
>109411.76
>76923.08


83.0065
VPGPGPGL
1341
8
Human
Her2/neu
884
A
1517
447
537
4094
46405


83.0088
RPGPGPGVSEF
1342
11
Human
Her2/neu
966
A
119
18115
16774
20988
3360


83.0089
RPRGPGPGSEF
1343
11
Human
Her2/neu
966
A
11
24871
>14824.8
19336
2745


83.0090
RPRFGPGPGEF
1344
11
Human
Her2/neu
966
A
14
>30901.29
>14824.8
76844
15470


83.0091
RPRFRGPGPGF
1345
11
Human
Her2/neu
966
A
9.7
>30901.29
>14824.8
49682
60095


83.0083
APGPGPGAAPA
1346
11
Human
p53
76
A
1112
1252
1317
4366
361


83.0084
APAGPGPGAPA
1347
11
Human
p53
76
A
161
>28915.66
11947
>39743.59
43


83.0085
APAAGPGPGPA
1348
11
Human
p53
76
A
173
12845
12470
28574
204


83.0086
APAAPGPGPGA
1349
11
Human
p53
76
A
811
3484
15814
>39240.51
158


83.0068
RPRGDNFAV
1350
9
Pf
SSP2
305

12
20386
1681
>46268.66
212


83.0069
RPGPGPGAV
1351
9
Pf
SSP2
305
A
23
48487
2899
>46268.66
1891


83.0070
RPRGPGPGV
1352
9
Pf
SSP2
305
A
11
2368
52
34831
47


83.0078
APRTVALTAL
1353
10
Unknown
Naturally


12
4351
14601
61596
16804







procesed









83.0079
APGPGPGTAL
1354
10
Unknown
Naturally

A
81
16315
16462
>43661.97
35965







procesed









83.0080
APRGPGPGAL
1355
10
Unknown
Naturally

A
11
23381
12732
>43661.97
1665







procesed









83.0081
APRTGPGPGL
1356
10
Unknown
Naturally

A
15
1414
1559
22012
2043







procesed









F029.04
XVXDNATEY
1357
9
Unknown
Naturally

A
>55000
444


>100000







procesed









1143.05
LGFVFTLTV
1358
9
unknown



849
>72000
27500
>93000
464





























TABLE 17





Peptide
Sequence
SEQ ID NO
 AA 
Organism
Protein
 Position 
 Analog 
B*1801
B*4001
B*4002
B*4402
B*4403
B*4501




























1420.32
SEAAYAKKI
1359
9
Artificial sequence
pool consensus

A
8609
308
129
1685
61
287


1420.33
GEFPYKAAA
1360
9
Artificial sequence
pool consensus

A
286
170
3.9
746
2537
11


1420.34
SEAPYKAIL
1361
9
Artificial sequence
pool consensus

A
2258
29
8.8
440
170
262


1420.35
SEAPKYAIL
1362
9
Artificial sequence
pool consensus

A
2263
113
7.8
762
2260
479


1420.36
AEFKYIAAV
1363
9
Artificial sequence
pool consensus

A
48
2.8
6.5
28
21
4.9


1420.37
AEIPYLAKY
1364
9
Artificial sequence
pool consensus

A
116
7258
3159
44
30
668


1420.38
AEIPKLAYF
1365
9
Artificial sequence
pool consensus

A
1641
57
5.6
229
57
608


33.0053
FPFDYAAAF
1366
9
Artificial sequence


A
141







33.0055
FPFKYKAAF
1367
9
Artificial sequence


A
155







33.0056
FPFKYAKAF
1368
9
Artificial sequence


A
86







33.0059
FPFKYAAAF
1369
9
Artificial sequence


A
16







33.0060
FAFKYAAAF
1370
9
Artificial sequence


A
95







33.0064
FQFKYAAAF
1371
9
Artificial sequence


A
22







33.0065
FDFKYAAAF
1372
9
Artificial sequence


A
187







1420.09
SENDRYRLL
1373
9
EBV
BZLF1
209
A
18281
271
23
183
164
1073


1420.08
IEDPPYNSL
1374
9
EBV
lmp2
200
A
35457
16
688
15833
40075
18697


1420.29
YEANGNLI
1375
8
Flu
HA
259
A
191
7.9
7.0
516
3085
10342


1420.23
YEDLRVLSF
1376
9
Flu
NP
338
A
20
67
71
24
212
18697


1420.30
SDYEGRLI
1377
8
Flu
NP
50

>24800
27150
86
851
228
10469


1420.24
GEISPYPSL
1378
9
Flu
NS1
158
A
19361
24
1.8
3564
293
115


1479.23
MDIDPYKEF
1379
9
HBV
NUC
30

169477
3700
382
21744
1949
2615


1479.14
LDKGIKPY
1380
8
HBV
POL
125

>100000
17884
468
>43192.49
19311
23609


1420.01
ADLMGYIPL
1381
9
HCV
core
131

>7616.71
959
4.7
>21395.35
10292
>49000


1420.07
LDPYARVAI
1382
9
HCV
NS5b
2663
A
>24409.45
>88888.89
372
>41628.96
>39766.08
>49000


72.0527
AENLWVTVY
1383
9
HIV
gp120
1

155
1053
547
522
284
200


72.0528
KENLWVTVY
1384
9
HIV
gp120
1
A
184
2738
373
308
306
6215


72.0530
AEKLWVTVY
1385
9
HIV
gp120
1
A
286
18278
306
168
287
219


72.0531
AENKWVTVY
1386
9
HIV
gp120
1
A
781
11303
534
294
540
297


72.0532
AENLKVTVY
1387
9
HIV
gp120
1
A
138
7746
1075
253
487
9624


72.0533
AENLWKTVY
1388
9
HIV
gp120
1
A
913
850
406
139
383
245


72.0534
AENLWVKVY
1389
9
HIV
gp120
1
A
2735
1482
1696
708
105
132


72.0535
AENLWVTKY
1390
9
HIV
gp120
1
A
511
1010
1998
355
1064
201


72.0536
AENLWVTVK
1391
9
HIV
gp120
1
A
29464
853
2004
6305
2133
186


72.0537
FENLWVTVY
1392
9
HIV
gp120
1
A
59
943
1336
4179
1312
21403


72.0538
VENLWVTVY
1393
9
HIV
gp120
1
A
25
5499
5586
13454
4856
15654


72.0539
PENLWVTVY
1394
9
HIV
gp120
1
A
190
>72727.27
>154545.45
>167272.73
>425000
>49000


72.0540
NENLWVTVY
1395
9
HIV
gp120
1
A
38
>72727.27
11774
453
224
1668


72.0541
DENLWVTVY
1396
9
HIV
gp120
1
A
26
>72727.27
41098
4589
988
49000


72.0542
TENLWVTVY
1397
9
HIV
gp120
1
A
14
14040
1415
291
364
5296


72.0543
YENLWVTVY
1398
9
HIV
gp120
1
A
29
552
324
640
369
10701


72.0558
ATNLWVIVY
1399
9
HIV
gp120
1
A
17615
487
>154545.45
8912
>43037.97
>49000


72.0562
AEFLWVTVY
1400
9
HIV
gp120
1
A
131
183
240
1013
156
472


72.0563
AEVLWVTVY
1401
9
HIV
gp120
1
A
142
1549
436
1520
390
1244


72.0564
AEPLWVTVY
1402
9
HIV
gp120
1
A
310
1727
2484
1322
96
1384


72.0565
AEDLWVTVY
1403
9
HIV
gp120
1
A
354
423
3521
2329
469
1845


72.0566
AENLWVTVY
1404
9
HIV
gp120
1

122
1581
552
308
132
301


72.0567
AETLWVTVY
1405
9
HIV
gp120
1
A
199
1052
198
501
221
774


72.0568
AENFWVTVY
1406
9
HIV
gp120
1
A
182
1394
542
171
268
289


72.0569
AENVWVTVY
1407
9
HIV
gp120
1
A
262
2238
386
1112
744
737


72.0570
AENPWVTVY
1408
9
HIV
gp120
1
A
27
843
224
18
53
202


72.0571
AENDWVTVY
1409
9
HIV
gp120
1
A
324
954
742
96
165
365


72.0572
AENNWVTVY
1410
9
HIV
gp120
1
A
167
1161
357
214
162
99


72.0573
AENTWVTVY
1411
9
HIV
gp120
1
A
213
1451
1793
386
166
442


72.0574
AENLFVTVY
1412
9
HIV
gp120
1
A
29
970
334
357
125
232


72.0575
AENLVVTVY
1413
9
HIV
gp120
1
A
62
876
1344
1030
203
718


72.0576
AENLPVTVY
1414
9
HIV
gp120
1
A
20
205
566
356
126
246


72.0577
AENLDVTVY
1415
9
HIV
gp120
1
A
517
220
12081
673
340
1291


72.0578
AENLNVTVY
1416
9
HIV
gp120
1
A
198
564
3544
447
358
2445


72.0579
AENLTVTVY
1417
9
HIV
gp120
1
A
153
689
1269
327
208
793


72.0580
AENLWFTVY
1418
9
HIV
gp120
1
A
360
699
668
227
62
90


72.0581
AENLWLTVY
1419
9
HIV
gp120
1
A
666
1702
884
647
226
227


72.0582
AENLWPTVY
1420
9
HIV
gp120
1
A
661
690
688
157
50
116


72.0583
AENLWDTVY
1421
9
HIV
gp120
1
A
775
1145
2090
414
68
263


72.0584
AENLWNTVY
1422
9
HIV
gp120
1
A
336
1338
957
66
81
257


72.0585
AENLWTTVY
1423
9
HIV
gp120
1
A
196
246
625
51
50
118


72.0586
AENLWVFVY
1424
9
HIV
gp120
1
A
242
857
375
348
310
237


72.0587
AENLWVVVY
1425
9
HIV
gp120
1
A
326
2728
1688
599
632
468


72.0588
AENLWVPVY
1426
9
HIV
gp120
1
A
303
175
183
96
47
106


72.0589
AENLWVDVY
1427
9
HIV
gp120
1
A
415
700
3440
334
92
242


72.0590
AENLWVNVY
1428
9
HIV
gp120
1
A
317
1156
952
159
76
266


72.0591
AENLWVSVY
1429
9
HIV
gp120
1
A
232
1251
1347
351
178
292


72.0592
AENLWVTFY
1430
9
HIV
gp120
1
A
1299
1201
295
124
222
347


72.0593
AENLWVTLY
1431
9
HIV
gp120
1
A
392
463
731
199
119
349


72.0594
AENLWVTPY
1432
9
HIV
gp120
1
A
41
274
189
127
44
122


72.0595
AENLWVTDY
1433
9
HIV
gp120
1
A
1001
930
1208
191
103
328


72.0596
AENLWVTNY
1434
9
HIV
gp120
1
A
730
865
948
149
74
215


72.0597
AENLWVTTY
1435
9
HIV
gp120
1
A
28
280
191
37
26
48


72.0598
AENLWVTVA
1436
9
HIV
gp120
1
A
9689
557
4.8
1543
296
9.1


72.0599
AENLWVTVC
1437
9
HIV
gp120
1
A
178026
157
1425
5593
2267
146


72.0601
AENLWVTVE
1438
9
HIV
gp120
1
A
>258333.33
3888
1362
8910
2573
246


72.0602
AENLWVTVF
1439
9
HIV
gp120
1
A
365
162
20
346
162
262


72.0603
AENLWVTVG
1440
9
HIV
gp120
1
A
39743
861
47
1812
245
35


72.0604
AENLWVTVH
1441
9
HIV
gp120
1
A
16516
493
151
966
387
120


72.0605
AENLWVTVI
1442
9
HIV
gp120
1
A
11224
14
7.3
237
88
54


72.0606
AENLWVTVL
1443
9
HIV
gp120
1
A
6198
14
13
68
208
114


72.0607
AENLWVTVM
1444
9
HIV
gp120
1
A
508
13
6.1
195
35
50


72.0608
AENLWVTVN
1445
9
HIV
gp120
1
A
129167
6701
481
2623
414
169


72.0609
AENLWVTVP
1446
9
HIV
gp120
1
A
38441
9711
339
7715
2473
187


72.0610
AENLWVTVQ
1447
9
HIV
gp120
1
A
49640
522
85
1223
188
100


72.0611
AENLWVTVR
1448
9
HIV
gp120
1
A
32979
1246
1744
4857
1474
233


72.0612
AENLWVTVS
1449
9
HIV
gp120
1
A
25726
2163
103
4221
417
34


72.0613
AENLWVTVT
1450
9
HIV
gp120
1
A
12331
947
7.8
2696
343
10


72.0614
AENLWVTVV
1451
9
HIV
gp120
1
A
10709
84
19
5757
1432
35


72.0615
AENLWVTVW
1452
9
HIV
gp120
1
A
22610
1304
135
423
324
204


1420.20
AENLWVTVY
1453
9
HIV
gp120
1

51
1358
90
66
43
68


1420.21
AENLYVTVF
1454
9
HIV
gp120
1
A
61
17
3.1
39
47
69


73.0510
TEPAAVGVGAV
1455
11
HIV
NEF
33

>8115.18
930
391
1938
459
8235


73.0511
AEPAAEGV
1456
8
HIV
NEF
34

>8115.18
2070
2675
>22604.42
402
6590


73.0512
AEPAAEGVGA
1457
10
HIV
NEF
34

>8115.18
4116
1655
>22604.42
>11447.81
104


73.0513
AEPAAEGVGAV
1458
11
HIV
NEF
34

>8611.11
20364
242
>23896.1
>11447.81
1499


73.0515
QEEEEVGFPV
1459
10
HIV
NEF
84

>8611.11
13117
2596
15203
>11447.81
86


73.0516
EEEEVGFPV
1460
9
HIV
NEF
86

3691
3340
417
7440
10313
37


73.0517
EEEVGFPV
1461
8
HIV
NEF
87

427
9578
2605
6372
>10461.54
227


73.0518
EEVGFPVRPQV
1462
11
HIV
NEF
88

>22794.12
9905
108
23777
6553
808


73.0519
DEEVGFPV
1463
8
HIV
NEF
89

7.1
>32000
4260
9305
>10461.54
916


73.0522
KEKGGLDGL
1464
9
HIV
NEF
120

>22794.12
55
174
>81415.93
>10461.54
9926


73.0523
KEKGGLDGLI
1465
10
HIV
NEF
120

>22794.12
843
233
14726
3626
9986


73.0525
QEILDLWV
1466
8
HIV
NEF
184

>22794.12
142
1717
>81415.93
5919
5504


73.0526
QEILDLWVY
1467
9
HIV
NEF
184

52
740
4522
264
172
6261


64.0048
AETFYVDGA
1468
9
HIV
POL
629

>6709.96
21630
1923
>21198.16
6924
38


78.0217
EEKPRTLHDL
1469
10
HPV
E6
6

>81578.95
36208
34027
15236
30010
419


78.0425
NEILIRCII
1470
9
HPV
E6
97

5672
291
59
2722
258
3248


78.0426
QEKKRHVDL
1471
9
HPV
E6
113

7.3
15984
63093
443
211
12613


9002.0021
AEGKEVLL
1472
8
Human
CEA
46

11455
1311
5303
17268
129
14165


9002.0025
QELFIPNI
1473
8
Human
CEA
282

127
5815
147
752
8.5
1319


9002.0028
QELFISNI
1474
8
Human
CEA
460

889
6396
1175
2282
70
1172


9002.0029
TEKNSGLY
1475
8
Human
CEA
468

211
9851
7117
1868
605
10248


9002.0030
AELPKPSI
1476
8
Human
CEA
498

7423
6697
131
1164
19
2608


9002.0031
PEAQNTTY
1477
8
Human
CEA
525

149
2594
2437
2204
76
3255


9002.0055
IESTPFNVA
1478
9
Human
CEA
38

69
1234
66
18749
0.97
15


9002.0056
AEGKEVLLL
1479
9
Human
CEA
46

1080
72
147
178
1.7
199


9002.0057
EEATGQFRV
1480
9
Human
CEA
132

805
5563
470
1691
95
18


9002.0058
VEDKDAVAF
1481
9
Human
CEA
157

94
121
1583
1661
1443
21204


9002.0059
CEPETQDAT
1482
9
Human
CEA
167

4009
3646
410
23421
50
97


9002.0060
PETQDATYL
1483
9
Human
CEA
169

9473
1240
33745
>34586.47
301
13430


9002.0061
CETQNPVSA
1484
9
Human
CEA
215

73
7016
261
20023
10.0
15


9002.0062
QELFIPNIT
1485
9
Human
CEA
282

125
4361
172
1217
3.0
18


9002.0063
AEPPKPFIT
1486
9
Human
CEA
320

12850
7067
7170
>34586.47
232
1813


9002.0064
VEDEDAVAL
1487
9
Human
CEA
335

840
11
2665
30667
51
27810


9002.0065
CEPEIQNTT
1488
9
Human
CEA
345

6889
5709
3081
31834
120
2732


9002.0066
PEIQNTTYL
1489
9
Human
CEA
347

923
138
2786
16816
231
1825


9002.0067
YECGIQNEL
1490
9
Human
CEA
391

82
71
53
452
5.3
855


9002.0068
QELFISNIT
1491
9
Human
CEA
460

530
6571
58
2334
3.9
80


9002.0069
TEKNSGLYT
1492
9
Human
CEA
468

1113
7522
3195
10097
101
1963


9002.0158
AEGKEVLLLV
1493
10
Human
CEA
46

5135
1019
408
479
8.6
994


9002.0159
KEVLLLVHNL
1494
10
Human
CEA
49

893
3.1
4.4
414
2.3
2512


9002.0160
GERVDGNRQI
1495
10
Human
CEA
70

9395
1933
369
3900
13
19464


9002.0161
REIIYPNASL
1496
10
Human
CEA
98

741
2.3
7.5
374
1.7
954


9002.0162
NEEATGQFRV
1497
10
Human
CEA
131

998
29086
22678
4365
471
405


9002.0163
EEATGQFRVY
1498
10
Human
CEA
132

64
>33333.33
55956
29
1041
1374


9002.0167
GENLNLSCHA
1499
10
Human
CEA
252

14373
1341
357
8610
5.3
271


9002.0168
QELFIPNITV
1500
10
Human
CEA
282

81
121
27
93
2.6
14


9002.0170
CEPEIQNTTY
1501
10
Human
CEA
345

1459
>10322.58
35697
49
14596
43739


9002.0171
PEIQNTTYLW
1502
10
Human
CEA
347

819
3301
9423
13
6173
10011


9002.0172
CEPEAQNTTY
1503
10
Human
CEA
523

9525
>12903.23
>48571.43
61
>4268.68
17330


9002.0173
PEAQNTTYLW
1504
10
Human
CEA
525

17082
>9248.55
>12592.59
27
21243
>28654.97


9002.0257
MESPSAPPHRW
1505
11
Human
CEA
1

12
943
1915
5.3
41
359


9002.0258
IESTPFNVAEG
1506
11
Human
CEA
38

87
1074
352
89
8.7
84


9002.0259
GERVDGNRQII
1507
11
Human
CEA
70

764
278
18
871
1.3
27084


9002.0260
REIIYPNASLL
1508
11
Human
CEA
98

1788
2.4
12
57
0.38
1777


9002.0261
NEEATGQFRVY
1509
11
Human
CEA
131

7.7
3252
999
9.6
69
3986


9002.0262
CEPETQDATYL
1510
11
Human
CEA
167

831
311
3388
398
807
62150


9002.0264
GENLNLSCHAA
1511
11
Human
CEA
252

7838
4557
63
1907
9.0
32


9002.0265
CEPEIQNTTYL
1512
11
Human
CEA
345

129
287
1603
1245
60
11981


9002.0266
PEIQNTTYLWW
1513
11
Human
CEA
347

172
749
1045
17
227
1365


9002.0267
YECGIQNELSV
1514
11
Human
CEA
391

9.2
33
26
1714
0.46
155


9002.0268
NELSVDHSDPV
1515
11
Human
CEA
397

49
2554
1128
1615
38
78


9002.0269
CEPEAQNTTYL
1516
11
Human
CEA
523

962
2184
11723
3419
131
2450


9002.0270
PEAQNTTYLWW
1517
11
Human
CEA
525

147
2096
3090
121
79
2005


9002.0336
PEIQNTTYLWWV
1518
12
Human
CEA
347

644
1808
1539
481
93
994


9002.0337
PEAQNTTYLWWV
1519
12
Human
CEA
525

20
1694
646
5.1

3.3


9002.0356
CEPEIQNTTYLWW
1520
13
Human
CEA
345

84
858
3168
7.9
409
1243


1420.25
AEMGKGSFKY
1521
10
Human
elong. Factor Tu 
48

1618
6427
3820
112
90
305


9002.0003
SEDCQSL
1522
7
Human
Her2/neu
209

18245
2691
14258
8248
431
19225


9002.0004
REVRAVT
1523
7
Human
Her2/neu
351

8564
3136
725
31615
29
23544


9002.0005
FETLEEI
1524
7
Human
Her2/neu
400

1518
7621
2110
42991
69
67957


9002.0007
TELVEPL
1525
7
Human
Her2/neu
694

162
14164
1258
8854
66
>148484.85


9002.0010
SECRPRF
1526
7
Human
Her2/neu
963

926
18181
1157
852
48
8856


9002.0032
PETHLDML
1527
8
Human
Her2/neu
39

1954
8387
6118
>17523.81
83
20257


9002.0033
QEVQGYVL
1528
8
Human
Her2/neu
78

3.4
28
5.0
1210
0.92
33


9002.0034
RELQLRSL
1529
8
Human
Her2/neu
138

42
49
5.9
2025
0.62
1372


9002.0035
CELHCPAL
1530
8
Human
Hea/neu
264

150
871
259
4361
39
30089


9002.0036
LEEITGYL
1531
8
Human
Her2/neu
403

242
830
1805
5913
403
35502


9002.0037
EEITGYLY
1532
8
Human
Her2/neu
404

20
5713
1223
11
83
238


9002.0038
DECVGEGL
1533
8
Human
Her2/neu
502

49
4864
481
938
34
14244


9002.0039
AEQRASPL
1534
8
Human
Her2/neu
644

16
73
13
211
0.38
120


9002.0040
KEILDEAY
1535
8
Human
Her2/neu
765

82
921
430
1081
74
2646


9002.0041
EEAPRSPL
1536
8
Human
Her2/neu
1068

1191
3489
1611
1593
171
1926


9002.0042
SEDPTVPL
1537
8
Human
Her2/neu
1113

103
71
161
12267
2.0
308


9002.0072
MELAALCRW
1538
9
Human
Her2/neu
1

7.0
4833
138
16
9.9
1183


9002.0073
QEVQGYVLI
1539
9
Human
Her2/neu
78

77
206
39
30
0.50
96


9002.0074
FEDNYALAV
1540
9
Human
Her2/neu
108

12
34
5.1
13470
0.17
131


9002.0075
RELQLRSLT
1541
9
Human
Her2/neu
138

638
316
13
465
0.20
162


9002.0076
TEILKGGVL
1542
9
Human
Her2/neu
146

125
30
14
1377
0.28
2480


9002.0077
HEQCAAGCT
1543
9
Human
Her2/neu
237

1995
42164
7377
19048
178
2974


9002.0078
CELHCPALV
1544
9
Human
Her2/neu
264

136
4805
319
2308
52
1110


9002.0079
FESMPNPEG
1545
9
Human
Her2/neu
279

6068
30237
59
16458
14
155


9002.0081
QEVTAEDGT
1546
9
Human
Her2/neu
320

5207
31081
3122
7886
66
1843


9002.0082
CEKCSKPCA
1547
9
Human
Her2/neu
331

3740
27386
2703
19957
342
8007


9002.0083
MEHLREVRA
1548
9
Human
Her2/neu
347

233
44754
386
38
3.2
19


9002.0084
REVRAVTSA
1549
9
Human
Her2/neu
351

626
427
0.71
3160
0.18
9.3


9002.0085
QEFAGCKKI
1550
9
Human
Her2/neu
362

1120
736
131
81
44
2684


9002.0090
EEITGYLYI
1551
9
Human
Her2/neu
404

86
906
916
12
121
94


9002.0091
RELGSGLAL
1552
9
Human
Her2/neu
459

359
3.7
0.85
457
0.97
2262


9002.0094
GEGLACHQL
1553
9
Human
Her2/neu
506

13766
187
88
112
11
340


9002.0095
QECVEECRV
1554
9
Human
Her2/neu
538

15799
8755
1664
7150
210
4542


9002.0096
VEECRVLQG
1555
9
Human
Her2/neu
541

1528
8947
7622
14202
305
20142


9002.0097
EECRVLQGL
1556
9
Human
Her2/neu
542

890
7076
2029
717
434
1185


9002.0098
AEQRASPLT
1551
9
Human
Her2/neu
644

346
874
183
103
1.8
10


9002.0099
QETELVEPL
1558
9
Human
Her2/neu
692

12
62
85
681
3.5
1232


9002.0100
VEPLTPSGA
1559
9
Human
Her2/neu
697

7321
>9638.55
11
8516
191
17037


9002.0101
TELRKVKVL
1560
9
Human
Her2/neu
718

1514
4698
54
2128
2.5
14147


9002.0102
GENVKIPVA
1561
9
Human
Her2/neu
743

10755
14510
7.5
20309
2.7
7.0


9002.0103
KEILDEAYV
1562
9
Human
Her2/neu
765

1358
62
146
6466
8.4
42


9002.0104
DEAYVMAGV
1563
9
Human
Her2/neu
769

58
5327
1245
8006
138
161


9002.0105
DETEYHADG
1564
9
Human
Her2/neu
873

159
>11940.3
>65384.62
>24403.18
1397
13353


9002.0106
LESILRRRF
1565
9
Human
Her2/neu
891

29
>11940.3
3475
4.7
101
12918


9002.0107
GERLPQPPI
1566
9
Human
Her2/neu
938

62
71
15
63
1.1
15


9002.0108
LEDDDMGDL
1567
9
Human
Her2/neu
1009

191
556
351
947
900
6251


9002.0109
EEYLVPQQG
1568
9
Human
Her2/neu
1021

66
10344
136
651
126
131


9002.0110
EEEAPRSPL
1569
9
Human
Her2/neu
1067

902
4490
2881
342
362
307


9002.0111
EEAPRSPLA
1570
9
Human
Her2/neu
1068

486
10707
4900
180
294
4.5


9002.0112
SEGAGSDVF
1571
9
Human
Her2/neu
1078

74
5627
6525
69
192
6960


9002.0113
PEYVNQPDV
1572
9
Human
Her2/neu
1137

831
3437
1581
1109
48
2536


9002.0114
PEYLTPQGG
1573
9
Human
Her2/neu
1194

1456
18951
13860
6532
284
18990


9002.0115
PERGAPPST
1574
9
Human
Her2/neu
1228

385
4744
7679
1116
178
7767


9002.0116
AENPEYLGL
1575
9
Human
Her2/neu
1243

17
81
271
44
2.5
155


9002.0174
MELAALCRWG
1576
10
Human
Her2/neu
1

102
8684
1840
5.7
135
408


9002.0175
LELTYLPTNA
1577
10
Human
Her2/neu
60

332
325
10.4
6428
3.1
24


9002.0176
QEVQGYVLIA
1578
10
Human
Her2/neu
78

61
772
64
1871
15
11


9002.0177
FEDNYALAVL
1512
10
Human
Her2/neu
108

321
6.2
48
2844
3.8
3095


9002.0178
TEILKGGVLI
1580
10
Human
Her2/neu
146

1021
241
294
24
21
7600


9002.0179
GESSEDCQSL
1581
10
Human
Her2/neu
206

138636
8.1
23
427
5.1
2491


9002.0180
SEDCQSLTRT
1582
10
Human
Her2/neu
209

335
8550
11529
518
2857
4726


9002.0182
CELHCPALVT
1583
10
Human
Her2/neu
264

80
>9248.55
65
933
18
477


9002.0183
MEHLREVRAV
1584
10
Human
Her2/neu
347

72
20684
160
180
13
140


9002.0184
QEFAGCKKIF
1585
10
Human
Her2/neu
362

53
3686
12
4.0
3.6
115


9002.0186
FETLEEITGY
1586
10
Human
Her2/neu
400

671
53363
36302
262
1679
>28488.37


9002.0187
LEEITGYLYI
1587
10
Human
Her2/neu
403

143
914
2996
222
143
1488


9002.0188
RELGSGLALI
1588
10
Human
Her2/neu
459

4810
22
4.4
32
0.78
173


9002.0189
PEDECVGEGL
1589
10
Human
Her2/neu
500

1257
278
257
6331
49
24019


9002.0190
QECVEECRVL
1590
10
Human
Her2/neu
538

315
444
399
606
22
2863


9002.0191
VEECRVLQGL
1591
10
Human
Her2/neu
541

270
227
5815
237
189
16094


9002.0192
REYVNARHCL
1592
10
Human
Her2/neu
552

1327
39
4.8
106
0.97
126


9002.0193
PECQPQNGSV
1593
10
Human
Her2/neu
565

7962
35957
20374
12964
472
>28488.37


9002.0195
EEGACQPCPI
1594
10
Human
Her2/neu
619

119
40113
340
52
80
401


9002.0196
QETELVEPLT
1595
10
Human
Her2/neu
692

15
293
338
1619
13
288


9002.0197
VEPLTPSGAM
1596
10
Human
Her2/neu
697

4649
1667
584
4368
108
20167


9002.0198
KETELRKVKV
1597
10
Human
Her2/neu
716

11925
26700
68
2936
4.5
1603


9002.0199
TELRKVKVLG
1598
10
Human
Her2/neu
718

721
20312
601
3650
14
12816


9002.0200
GENVKIPVAI
1599
10
Human
Her2/neu
743

563
314
28
230
6.7
198


9002.0201
KEILDEAYVM
1600
10
Human
Her2/neu
765

0.14
10
153
35
7.5
234


9002.0202
DEAYVMAGVG
1601
10
Human
Her2/neu
769

122
203
154
4033
4102
218


9002.0203
DETEYHADGG
1602
10
Human
Her2/neu
873

613
45291
16801
3891
269
29025


9002.0204
TEYHADGGKV
1603
10
Human
Her2/neu
875

239
5246
2003
2911
15
1571


9002.0205
LESILRRRFT
1604
10
Human
Her2/neu
891

82
28476
1189
34
87
2251


9002.0206
REIPDLLEKG
1605
10
Human
Her2/neu
929

649
4493
814
1270
13
1977


9002.0207
SECRPRFREL
1606
10
Human
Her2/neu
963

80
307
18
11
0.20
25


9002.0208
RELVSEFSRM
1607
10
Human
Her2/neu
970

9.1
28
4.3
33
0.12
1726


9002.0209
NEDLGPASPL
1608
10
Human
Her2/neu
991

107
281
150
40
6.0
231


9002.0211
AEEYLVPQQG
1609
10
Human
Her2/neu
1020

723
66699
24424
417
479
127


9002.0212
EEYLVPQQGF
1610
10
Human
Her2/neu
1021

2.1
26569
2551
6.9
11
73


9002.0213
SEEEAPRSPL
1611
10
Human
Her2/neu
1066

151
155
217
37
8.4
84


9002.0214
EEEAPRSPLA
1612
10
Human
Her2/neu
1067

6611
49549
38943
425
960
14


9002.0215
SETDGYVAPL
1613
10
Human
Her2/neu
1122

94
214
184
386
2.4
302


9002.0218
PERGAPPSTF
1614
10
Human
Her2/neu
1228

1062
14884
3437
6871
208
15700


9002.0219
PEYLGLDVPV
1615
10
Human
Her2/neu
1246

613
352
35
1371
1.7
610


9002.0271
MELAALCRWGL
1616
11
Human
Her2/neu
1

6.4
24
30
17
0.92
116


9002.0272
PETHLDMLRHL
1617
11
Human
Her2/neu
39

1322
700
2971
11534
70
4329


9002.0273
RELQLRSLTEI
1618
11
Human
Her2/neu
138

261
2.8
3.7
125
0.99
269


9002.0274
GESSEDCQSLT
1619
11
Human
Her2/neu
206

742
48
180
14386
40
2158


9002.0275
SEDCQSLTRTV
1620
11
Human
Her2/neu
209

101
4322
311
943
21
10


9002.0276
CELHCPALVTY
1621
11
Human
Her2/neu
264

12
3469
3198
140
89
2779


9002.0277
FESMPNPEGRY
1622
11
Human
Her2/neu
279

74
3666
3533
59
70
1394


9002.0278
CEKCSKPCARV
1623
11
Human
Her2/neu
331

1167
4103
2079
9594
101
1561


9002.0279
MEHLREVRAVT
1624
11
Human
Her2/neu
347

1064
3614
2207
795
111
74


9002.0280
REVRAVTSANI
1625
11
Human
Her2/neu
351

4491
17
30
1680
1.8
421


9002.0281
QEFAGCKKIFG
1626
11
Human
Her2/neu
362

211
314
477
37
2.1
138


9002.0282
FETLEEITGYL
1627
11
Human
Her2/neu
400

133
78
649
7490
42
2200


9002.0283
EEITGYLYISA
1628
11
Human
Her2/neu
404

0.94
1440
52
4.5
2.1
0.9


9002.0285
GEGLACHQLCA
1629
11
Human
Her2/neu
506

62
39
97
159
2.7
196


9002.0287
DEEGACQPCPI
1630
11
Human
Her2/neu
618

451
5517
7293
968
438
1323


9002.0288
AEQRASPLTSI
1631
11
Human
Her2/neu
644

467
19
58
5.1
2.5
11


9002.0289
TELVEPLTPSG
1632
11
Human
Her2/neu
694

601
2978
3703
>21052.63
269
14079


9002.0290
KETELRKVKVL
1633
11
Human
Her2/neu
716

9529
2973
1868
7136
71
12237


9002.0291
KEILDEAYVMA
1634
11
Human
Her2/neu
765

731
252
95
11514
64
123


9002.0292
LEDVRLVHRDL
1635
11
Human
Her2/neu
836

729
325
641
818
59
2382


9002.0293
WELMTFGAKPY
1636
11
Human
Her2/neu
913

13
509
778
24
75
1216


9002.0294
GERLPQPPICT
1637
11
Human
Her2/neu
938

12486
24270
23
9094
3.9
15


9002.0295
SECRPRFRELV
1638
11
Human
Her2/neu
963

1996
3673
121
927
18
118


9002.0296
RELVSEFSRMA
1639
11
Human
Her2/neu
970

168
389
143
2613
3.5
32


9002.0297
AEEYLVPQQGF
1640
11
Human
Her2/neu
1020

125
584
1831
21
99
268


9002.0298
EEYLVPQQGFF
1641
11
Human
Her2Jneu
1021

94
4291
1695
78
168
154


9002.0299
SEEEAPRSPLA
1642
11
Human
Her2/neu
1066

1318
3604
5110
8550
158
27


9002.0300
SEGAGSDVFDG
1643
11
Human
Her2/neu
1078

928
3751
5695
374
286
3008


9002.0301
SETDGYVAPLT
1644
11
Human
Her2/neu
1122

66
125
224
1225
2.2
45


9002.0302
REGPLPAARPA
1645
11
Human
Her2/neu
1153

157
543
78
32906
4.2
347


9002.0303
VENPEYLTPQG
1646
11
Human
Her2/neu
1191

8386
56393
42593
17337
11
4188


9002.0304
PEYLTPQGGAA
1647
11
Human
Her2/neu
1194

1724
41026
200
>17829.46
354
1382


9002.0305
AENPEYLGLDV
1648
11
Human
Her2/neu
1243

11934
28
139
69
3.0
24


9002.0338
LELTYLPTNASL
1649
12
Human
Her2/neu
60

12
25
102
386
6.8
11


9002.0339
RELQLRSLTEIL
1650
12
Human
Her2/neu
138

5954
151
600
3778
1.1
1371


9002.0340
PEGRYTFGASCV
1651
12
Human
Her2/neu
285

4071
2.9
4.4
778

116


9002.0341
LEEITGYLYISA
1652
12
Human
Her2/neu
403

209
28
31
263
18
694


9002.0342
EEITGYLYISAW
1653
12
Human
Her2/neu
404

746
478
1800
252

1492


9002.0343
PEADQCVACAHY
1654
12
Human
Her2/neu
579

901
4050
5127
213

463


9002.0344
TELVEPLTPSGA
1655
12
Human
Her2/neu
694

236
2059
59
2132

206


9002.0345
TEYHADGGKVPI
1656
12
Human
Her2/neu
875

680
22
4.4
2177

61


9002.0346
GERLPQPPICTI
1657
12
Human
Her2/neu
938

17769
162
3.9
292

2.5


9002.0347
AEEYLVPQQGFF
1658
12
Human
Her2/neu
1020

144
228
45
16

13


9002.0357
PEGRYTFGASCVT
1659
13
Human
Her2/neu
285

5228
3793
737
1419
267
673


9002.0358
CEKCSKPCARVCY
1660
13
Human
Her2/neu
331

701
>53333.33
406
302
44
1315


9002.0359
MEHLREVRAVTSA
1661
13
Human
Her2/neu
347

70
669
72
144
18
12


9002.0361
DECVGEGLACHQL
1662
13
Human
Her2/neu
502

464
2635
3668
2544
212
2063


9002.0362
PECQPQNGSVTCF
1663
13
Human
Her2/neu
565

6293
381
5338
3564
375
>22374.43


9002.0363
RENTSPKANKEIL
1664
13
Human
Her2/neu
756

7750
3.7
77
>2540.03
3.9
1510


9002.0364
REIPDLLEKGERL
1665
13
Human
Her2/neu
929

7636
40
136
3050
16
2710


9002.0365
SEFSRMARDPQRF
1666
13
Human
Her2/neu
974

61
350
57
23
12
247


9002.0366
SEGAGSDVFDGDL
1667
13
Human
Her2/neu
1078

5172
45
2059
1303
711
2458


1420.10
GEFGGYGSV
1668
9
Human
Histactranf
127
A
307
112
6.4
2335
534
40


9001.0074
LWQLNGRLEYTLKI 
1669
15
Human
IFN-B
21
A




0.11



9002.0012
SEFQAAI
1670
7
Human
MAGE2
103

181
6830
779
2660
33
9597


9002.0013
SEYLQLV
1671
7
Human
MAGE2
155

1375
7777
658
733
21
930


9002.0014
WEELSML
1672
7
Human
MAGE2
222

1288
781
740
>28482.97
151
82009


9002.0017
GEPHISY
1673
7
Human
MAGE2
295

8833
12272
6716
36116
272
>33333.33


9002.0043
LEARGEAL
1674
8
Human
MAGE2
16

163
99
65
29495
2.9
31463


9002.0044
QEEEGPRM
1675
8
Human
MAGE2
90

298
11598
1608
19255
118
6730


9002.0045
EEEGPRMF
1676
8
Human
MAGE2
91

723
12281
32093
2406
213
943


9002.0046
VELVHFLL
1677
8
Human
MAGE2
114

5.0
69
31
3322
1.2
2427


9002.0047
AEMLESVL
1678
8
Human
MAGE2
133

968
14
31
327
0.88.
302


9002.0048
SEYLQLVF
1679
8
Human
MAGE2
155

0.97
765
6.0
284
0.70
122


9002.0049
EEKIWEEL
1680
8
Human
MAGE2
218

753
9084
2599
98976
104
171


9002.0118
LEARGEALG
1681
9
Human
MAGE2
16

155
1161
3006
11018
24
2688


9002.0119
GEALGLVGA
1682
9
Human
MAGE2
20

9529
2832
34
6134
2.2
17


9002.0120
QEEEGPRMF
1683
9
Human
MAGE2
90

414
918
7747
237
409
2171


9002.0122
VELVHFLLL
1684
9
Human
MAGE2
114

71
79
31
579
3.1
1129


9002.0123
REPVTKAEM
1685
9
Human
MAGE2
127

60
373
284
896
4.5
832


9002.0124
SEYLQLVFG
1686
9
Human
MAGE2
155

18
8890
421
271
19
113


9002.0127
PEEKIWEEL
1687
9
Human
MAGE2
217

577
19449
3908
1029
235
17345


9002.0129
EELSMLEVF
1688
9
Human
MAGE2
223

1.4
16436
252
22
2.8
1013


9002.0130
FEGREDSVF
1689
9
Human
MAGE2
231

9.8
2366
348
221
13
3339


9002.0131
YEFLWGPRA
1690
9
Human
MAGE2
269

5.3
249
5.2
2355
1.1
241


9002.0220
EEGLEARGEA
1691
10
Human
MAGE2
13

1077
3434
3227
216
302
30


9002.0221
LEARGEALGL
1692
10
Human
MAGE2
16

81
184
277
2275
4.1
964.


9002.0222
VEVTLGEVPA
1693
10
Human
MAGE2
46

14
371
31
3801
0.52
15


9002.0223
EEGPRMFPDL
1694
10
Human
MAGE2
92

128
4438
486
95
13
42


9002.0224
REPVTKAEML
1695
10
Human
MAGE2
127

88
23
264
84
41
917


9002.0225
SEYLQLVFGI
1696
10
Human
MAGE2
155

2.2
20
6.1
3.7
0.84
4.4


9002.0226
VEVVPISHLY
1697
10
Human
MAGE2
167

20
11522
4385
13
1225
4885


9002.0227
EEKIWEELSM
1698
10
Human
MAGE2
218

17
21450
477
46
19
107


9002.0228
WEELSMLEVF
1699
10
Human
MAGE2
222

0.14
463
30
15
15
290


9002.0229
FEGREDSVFA
1700
10
Human
MAGE2
231

178
>10062.89
4775
6879
192
503


9002.0230
QENYLEYRQV
1701
10
Human
MAGE2
252

118
493
102
17
16
27


9002.0231
YEFLWGPRAL
1702
10
Human
MAGE2
269


8.5
0.97
130
0.72
753


9002.0232
GEPHISYPPL
1703
10
Human
MAGE2
295

2612
7.0
2.9
1200
0.71
380


9002.0307
EEGLEARGEAL
1704
11
Human
MAGE2
13

179
300
578
2630
19
1812


9002.0308
LEARGEALGLV
1705
11
Human
MAGE2
16

158
198
345
>17829.46
13
1912


9002.0309
GEALGLVGAQA
1706
11
Human
MAGE2
20

877
4293
52
3575
1.4
28


9002.0310
EEQQTASSSST
1707
11
Human
MAGE2
34

752
4040
41162
5910
1552
134


9002.0311
VEVTLGEVPAA
1708
11
Human
MAGE2
46

124
25216
919
>23469.39
44
1583


9002.0313
EEEGPRMFPDL
1709
11
Human
MAGE2
91

1011
2646
3470
3273
131
209


9002.0314
SEFQAAISRKM
1710
11
Human
MAGE2
103

7.0
345
107
88
1.2
161


9002.0315
VELVHFLLLKY
1711
11
Human
MAGE2
114

52
550
294
1551
49
1790


9002.0316
LESVLRNCQDF
1712
11
Human
MAGE2
136

64
5409
3458
209
76
15241


9002.0317
VEVVPISHLYI
1713
11
Human
MAGE2
167

97
135
146
335
7.2
3788


9002.0318
IEGDCAPEEKI
1714
11
Human
MAGE2
211

844
27827
32058
2627
486
183


9002.0320
EEKIWEELSML
1715
11
Human
MAGE2
218

1641
4978
20625
1862
375
181


9002.0321
EELSMLEVFEG
1716
11
Human
MAGE2
223

1.5
24061
294
4.6
23
163


9002.0322
LEVFEGREDSV
1717
11
Human
MAGE2
228

639
2624
367
>21296.3
46
29449


9002.0323
YEFLWGPRALI
1718
11
Human
MAGE2
269

5.2
4.1
2.8
92
0.59
450


9002.0348
EEQQTASSSSTL
1719
12
Human
MAGE2
34

7259
166
526
57
981
15


9002.0349
QEEEGPRMFPDL
1720
12
Human
MAGE2
90

3595
394
1330
1643
120



9002.0350
SEFQAAISRKMV
1721
12
Human
MAGE2
103

43
161
29
25
21



9002.0351
LESVLRNCQDFF
1722
12
Human
MAGE2
136

56
55
356
184
24
1993


9002.0352
VEVVPISHLYIL
1723
12
Human
MAGE2
167

266
3.4
16
486
4.0
1182


9002.0367
EEGLEARGEALGL
1724
13
Human
MAGE2
13

10416
1769
5143
196
118
1673


9002.0368
LEARGEALGLVGA
1725
13
Human
MAGE2
16

347
20
48
2575
2.2
116


9002.0369
LESEFQAAISRKM
1726
13
Human
MAGE2
101

49
310
72
242
14
22


9002.0370
REPVTKAEMLESV
1727
13
Human
MAGE2
127

5531
337
411
4546
21
1507


9002.0371
SEYLQLVFGIEVV
1728
13
Human
MAGE2
155

9.7
23
4.5
144
5.4
6.6


9002.0372
IEVVEVVPISHLY
1729
13
Human
MAGE2
164

79
162
245
52
125
106


9002.0373
VEVVPISHLYILV
1730
13
Human
MAGE2
167

92
93
47
270
51
112


69.0079
MEVDPIGHLY
1731
10
Human
MAGE3
167

13
209
334
13
28
228


9002.0050
EEEGPSTF
1732
8
Human
MAGE3
91

216
1008
435
3933
27
1819


9002.0051
AELVHFLL
1733
8
Human
MAGE3
114

120
71
6.8
1074
0.16
452


9002.0052
FEGREDSI
1734
8
Human
MAGE3
231

927
718
127
7708
13
2291


9002.0133
QEAASSSST
1735
9
Human
MAGE3
36

1422
23469
1480
9593
41
110


9002.0136
AELVHFLLL
1736
9
Human
MAGE3
114

160
25
3.1
33
0.94
141


9002.0137
AEMLGSVVG
1737
9
Human
MAGE3
133

96
1899
109
27
1.6
11


9002.0141
EELSVLEVF
1738
9
Human
MAGE3
223

7.3
10215
3314
61
12
2120


9002.0142
FEGREDSIL
1739
9
Human
MAGE3
231

1091
51
439
1925
11
>27071.82


9002.0233
QEAASSSSTL
1740
10
Human
MAGE3
36

171
49
47
56
13
287


9002.0234
EEGPSTFPDL
1741
10
Human
MAGE3
92

158
655
591
198
127
128


9002.0235
IELMEVDPIG
1742
10
Human
MAGE3
164

194
6592
5325
222
>16306.95
7604


9002.0236
MEVDPIGHLY
1743
10
Human
MAGE3
167

15
617
625
11
99
169


9002.0237
EEKIWEELSV
1744
10
Human
MAGE3
218

73
8947
79
396
17
17


9002.0238
WEELSVLEVF
1745
10
Human
MAGE3
222

1.7
75
37
14
13
1701


9002.0239
FEGREDSILG
1746
10
Human
MAGE3
231

229
940
4361
8534
172
20261


9002.0324
EEEGPSTFPDL
1747
11
Human
MAGE3
91

935
431
2120
2685
102
158


9002.0325
AELVHFLLLKY
1748
11
Human
MAGE3
114

153
32
39
178
1.6
670


9002.0326
MEVDPIGHLYI
1749
11
Human
MAGE3
167

9.8
34
16
64
0.91
95


9002.0327
REGDCAPEEKI
1750
11
Human
MAGE3
211

973
2418
830
4038
42
146


9002.0328
EEKIWEELSVL
1751
11
Human
MAGE3
218

133
152
1255
1416
58
218


9002.0329
LEVFEGREDSI
1752
11
Human
MAGE3
228

4745
206
512
20963
69
>31012.66


9002.0020
RERFEMF
1753
7
Human
p53
335

180
4079 .
1907
25488
108
20048


9002.0053
LEDSSGNL
1754
8
Human
p53
257

17736
782
362
42791
211
15946


9002.0054
GEYFTLQI
1755
8
Human
p53
325

7774
112
60
3511
1.0
261


9002.0145
VEPPLSQET
1756
9
Human
p53
10

8302
17052
20808
3186
236
29270


9002.0146
PENNVLSPL
1757
9
Human
p53
27

1150
1261
718
11174
8.8
>27071.82


9002.0148
DEAPRMPEA
1758
9
Human
p53
61

84
9092
4577
6448
98
10.0


9002.0149
HERCSDSDG
1759
9
Human
p53
179

1118
2367
38636
19328
208
13390


9002.0150
VEGNLRVEY
1760
9
Human
p53
197

832
12752
67730
142
2583
39059


9002.0151
VEYLDDRNT
1761
9
Human
p53
203

1442
36833
35854
10071
157
13503


9002.0153
LEDSSGNLL
1762
9
Human
p53
257

1140
43
2771
4656
43
26134


9002.0155
RELNEALEL
1763
9
Human
p53
342

3000
15
30
525
1.1
3337


9002.0156
NEALELKDA
1764
9
Human
p53
345

1925
3887
27585
4270
1582
129


9002.0157
LELKDAQAG
1765
9
Human
p53
348

451
18706
3659
17293
30
1989


9002.0240
MEEPQSDPSV
1766
10
Human
p53
1

12157
3802
16536
1927
816
175


9002.0241
VEPPLSQETF
1767
10
Human
p53
10

814
>37209.3
21732
406
525
>24019.61


9002.0242
QETFSDLWKL
1768
10
Human
p53
16

736
199
255
39
14
901


9002.0243
IEQWFTEDPG
1769
10
Human
p53
50

151
1250
2114
5595
142
197


9002.0244
DEAPRMPEAA
1770
10
Human
p53
61

121
3941
8444
2594
1037
100


9002.0246
HERCSDSDGL
1771
10
Human
p53
179

139
171
61
1468
6.0
1723


9002.0247
VEGNLRVEYL
1772
10
Human
p53
197

104
481
2565
1963
22
15189


9002.0248
VEYLDDRNTF
1773
10
Human
p53
203

0.94
501
37
32
1.4
3601


9002.0249
PEVGSDCTTI
1774
10
Human
p53
223

611
4552
248
2293
2046
22487


9002.0250
LEDSSGNLLG
1775
10
Human
p53
257

103
531
697
7905
153
19256


9002.0251
FEVRVCACPG
1776
10
Human
p53
270

64
2043
4.9
180
0.76
1872


9002.0252
TEEENLRKKG
1777
10
Human
p53
284

74966
>37209.3
11858
>23589.74
315
30635


9002.0253
GEPHHELPPG
1778
10
Human
p53
293

108
3323
1888
11728
4.4
20


9002.0254
GEYFTLQIRG
1779
10
Human
p53
325

108
88
19
2452
3.9
157


9002.0255
RERFEMFREL
1780
10
Human
p53
335

83
29
17
17
0.34
422


9002.0256
FEMFRELNEA
1781
10
Human
p53
338

127
3207
223
952
2.0
208


9002.0330
QETFSDLWKLL
1782
11
Human
p53
16

4158
3366
740
631
168
1218


9002.0331
HERCSDSDGLA
1783
11
Human
p53
179

1408
4879
1915
>20956.72
96
186


9002.0332
YEPPEVGSDCT
1784
11
Human
p53
220

16872
4529
125
13349
12712
16034


9002.0333
HELPPGSTKRA
1785
11
Human
p53
297

6034
3974
3255
47077
189
1472


9002.0334
FEMFRELNEAL
1786
11
Human
p53
338

475
17
8.8
748
1.1
1352


9002.0335
NEALELKDAQA
1787
11
Human
p53
345

742
6235
5071
>20956.72
949
53


9002.0353
TEDPGPDEAPRM
1788
12
Human
p53
55

888
327
893
2053
161
1676


9002.0355
GEPHHELPPGST
1789
12
Human
p53
293

6822
24342
4631
6581
252
169


9002.0374
DEAPRMPEAAPPV
1790
13
Human
p53
61

427
>48484.85
7258
>2762.76
1376
19


9002.0375
YEPPEVGSDCTTI
1791
13
Human
p53
220

8796
2699
1540
>2740.54
253
>20000


1420.11
RERRDNYV
1792
8
Human
unknown


>73809.52
71554
62
>67647.06
>34517.77
34648


1420.12
SEIDLILGY
1793
9
Human
unknown


3.0
285
140
4.8
8.5
397


1420.13
AEIPTRVNY
1794
9
Human
unknown


1691
7826
5443
333
23
1286


1420.14
AEMGKFKFSY
1795
10
Human
unknown


1517
2941
622
146
28
283


1420.15
DEIGVIDLY
1796
9
Human
unknown


11
>114285.71
>77272.73
707
212
>49000


1420.16
AEMGKFKYSF
1797
10
Human
unknown

A
155
113
3.8
18
31
186


1420.17
SEAIHTFQY
1798
9
Human
unknown


25
2895
1802
18
16
1078


1420.18
SEAIYTFQF
1799
9
Human
unknown

A
5.7
967
39
4.8
20
293


1420.19
AEGIVTGQY
1800
9
Human
unknown


7176
6462
1528
255
12
418


1420.26
HETTYNSI
1801
8
Mouse
beta actin
275
A
1644
251
336
616
23959
6608


1420.28
GELSYLNV
1802
8
Mouse
cathepsin D
255

>24800
4856
100
19013
23735
784


1420.27
YEDTGKTI
1803
8
Mouse
p40 phox RNA
245

13997
794
83
7911
2177
49000


1420.31
YENDIEKK1
1804
9
Pf
CSP
375

30992
1156
145
1725
371
49000


























TABLE 18







SEQ










Peptide
Sequence
ID NO
AA
Organism
Protein
Position
Analog
DQB1*0301
DQB1*0302
DQB1*0201

























702.02
AAAKAAAAAAYAA
1805
13
Artificial


A
424








sequence








736.02
(44)YAAAAAAKAAA
1806
13
Artificial


A
26








sequence








760.15
AAFAAAKTAAAFA
1807
13
Artificial


A
49








sequence








760.16
YAAFAAAKTAAAFA
1808
14
Artificial


A
36








sequence








Sandoz 362
YAAFAAAKTAAAFA
1809
14
Artificial



39








sequence








594.09
AHAAHAAHAAHAAHAA
1810
16
HA


A
58




9001.0003
VLERYLLEAKEAENI
1811
15
Human
EPO
11

10932
309
5389


9001.0009
VPDTKVNFYAWKRME
1812
15
Human
EPO
41

730
>46666.67
>147058.82


9001.0011
WKRMEVGQQAVEVWQ
1813
15
Human
EPO
51

13666
12146
159


9001.0012
VGQQAVEVWQGLALL
1814
15
Human
EPO
56

1807
4407
838


9001.0013
VEVWQGLALLSEAVL
1815
15
Human
EPO
61

19
14
98


9001.0014
GLALLSEAVLRGQAL
1816
15
Human
EPO
66

107
16963
6742


9001.0015
SEAVLRGQALLVNSS
1817
15
Human
EPO
71

55
36395
9755


9001.0016
RGQALLVNSSQPWEP
1818
15
Human
EPO
76

302
14393
13362


9001.0019
LQLHVDKAVSGLRSL
1819
15
Human
EPO
91

88
7842
7590


9001.0024
KEAISPPDAASAAPL
1820
15
Human
EPO
116

458
960
7287


9001.0025
PPDAASAAPLRTITA
1821
15
Human
EPO
121

20
3869
3631


9001.0026
SAAPLRTITADTFRK
1822
15
Human
EPO
126

301
>46666.67
1100


9001.0035
EAENITTGTAEHTSL
1823
15
Human
EPO
21
A
316
8300



9000.0002
RLFDNASLRAHRLHQ
1824
15
Human
Growth hormone
8

996
>36206.9
11766


9000.0004
QLAFDTYQEFEEAYI
1825
15
Human
Growth hormone
22

>89285.71
673
35


9000.0012
ISLLLIQSWLEPVQF
1826
15
Human
Growth hormone
78

>89285.71
562
5234


9000.0015
NSLVYGASDSNVYDL
1827
15
Human
Growth hormone
99

14164
8337
731


9000.0016
SDSNVYDLLKDLEEG
1828
15
Human
Growth hormone
106

>89285.71
4136
503


1533.07
KIFGSLAFLPESFDGDPA
1829
18
Human
Her2/neu
369

320




9001.0045
CLKDRRNFDIPEEIK
1830
15
Human
IFN-B
31

19365
208
774


9001.0048
QLQQFQKEDAAVTIY
1831
15
Human
IFN-B
46

26205
579
2145


9001.0049
QKEDAAVTIYEMLQN
1832
15
Human
IFN-B
51

515
153
1685


9001.0054
STGWNETIVENLLAN
1833
15
Human
IFN-B
76

47081
5041
322


9001.0055
ETIVENLLANVYHQR
1834
15
Human
IFN-B
81

>92592.59
>75000
344


9001.0066
KEDSHCAWTIVRVEI
1835
15
Human
IFN-B
136

4102
2123
465


9001.0070
MSYNLLGFLQRSSNT
1836
15
Human
IFN-B
1
A
724
>51219.51



9000.0048
QHLCGSHLVEALYLV
1837
15
Human
Insulin beta chain
4

2553
8413
359


9000.0049
GSHLVEALYLVCGER
1838
15
Human
Insulin beta chain
8

>89285.71
2491
677


9000.0071
GSDLVEALYLVCGER
1839
15
Human
Insulin beta chain
8
A
>89285.71
806



9000.0074
VEALYLVCGERGFLY
1840
15
Human
Insulin beta chain
12
A
27334
514



9000.0075
VEALYLVTGERGFFY
1841
15
Human
Insulin beta chain
12
A
20021
564



1518.01
IDVWLGGLAENFLPY
1842
15
Human
thyroid perox
632

204
138
13


1518.02
IDVWLGGLAYNFLPY
1843
15
Human
thyroid perox
632
A
85
358
63


1518.03
IDVWLGGLALNFLPY
1844
15
Human
thyroid perox
632
A
49
457
52


1518.04
IDVWLGGLASNFLPY
1845
15
Human
thyroid perox
632
A
175
1251
40


1518.05
IDVWLGGLAKNFLPY
1846
15
Human
thyroid perox
632
A
170
10247
>4166.67


1518.06
IDVWLGGLADNFLPY
1847
15
Human
thyroid perox
632
A
296
1762
12


1518.07
IDVYLGGLAENFLPY
1848
15
Human
thyroid perox
632
A
161
186
30


1518.08
IDVLLGGLAENFLPY
1849
15
Human
thyroid perox
632
A
166
437
27


1518.09
IDVYLGGLAENFLPY
1850
15
Human
thyroid perox
632
A
188
277
48


1518.10
IDVKLGGLAENFLPY
1851
15
Human
thyroid perox
632
A
724
5511
41


1518.11
IDVDLGGLAENFLPY
1852
15
Human
thyroid perox
632
A
218
73
17


1518.12
IDVWLGGLAENYLPY
1853
15
Human
thyroid perox
632
A
223
110
19


1518.13
IDVWLGGLAENVLPY
1854
15
Human
thyroid perox
632
A
84
82
15


1518.14
IDVWLGGLAENSLPY
1855
15
Human
thyroid perox
632
A
116
125
25


1518.15
IDVWLGGLAENKLPY
1856
15
Human
thyroid perox
632
A
353
5189
51


1518.16
IDVWLGGLAENDLPY
1857
15
Human
thyroid perox
632
A
240
60
22


1518.17
IYVWLGGLAENFLPY
1858
15
Human
thyroid perox
632
A
170
237
13


1518.18
ILVWLGGLAENFLPY
1859
15
Human
thyroid perox
632
A
216
147
10.0


1518.19
ISVWLGGLAENFLPY
1860
15
Human
thyroid perox
632
A
132
286
18


1518.20
IKVWLGGLAENFLPY
1861
15
Human
thyroid perox
632
A
180
220
37


1518.21
IEVWLGGLAENFLPY
1862
15
Human
thyroid perox
632
A
158
145
23


1518.22
IDVWLGGLAENFLPF
1863
15
Human
thyroid perox
632
A
111
177
3.6


1518.23
IDVWLGGLAENFLPL
1864
15
Human
thyroid perox
632
A
182
114
17


1518.24
IDVWLGGLAENFLPS
1865
15
Human
thyroid perox
632
A
134
249
27


1518.25
IDVWLGGLAENFLPK
1866
15
Human
thyroid perox
632
A
261
231
23


1518.26
IDVWLGGLAENFLPD
1867
15
Human
thyroid perox
632
A
115
91
20


1518.27
IDVWLGGLAENFYPY
1868
15
Human
thyroid perox
632
A
324
203
37


1518.28
IDVWLGGLAENFVPY
1869
15
Human
thyroid perox
632
A
346
272
12


1518.29
IDVWLGGLAENFSPY
1870
15
Human
thyroid perox
632
A
131
193
47


1518.30
IDVWLGGLAENFKPY
1871
15
Human
thyroid perox
632
A
195
262
310


1518.31
IDVWLGGLAENFDPY
1872
15
Human
thyroid perox
632
A
364
90
32


1518.32
IDVWLGGLAEYFLPY
1873
15
Human
thyroid perox
632
A
151
88
14


1518.33
IDVWLGGLAELFLPY
1874
15
Human
thyroid perox
632
A
107
81
22


1518.34
IDVWLGGLAESFLPY
1875
15
Human
thyroid perox
632
A
60
64
49


1518.35
IDVWLGGLAEKFLPY
1876
15
Human
thyroid perox
632
A
68
112
66


1518.36
IDVWLGGLAEDFLPY
1877
15
Human
thyroid perox
632
A
357
120
23


1518.37
IDVWLGGLAEQFLPY
1878
15
Human
thyroid perox
632
A
167
123
9.7


1518.38
IDVWLGGLYENFLPY
1879
15
Human
thyroid perox
632
A
912
697
6.4


1518.39
IDVWLGGLLENFLPY
1880
15
Human
thyroid perox
632
A
810
1734
58


1518.40
IDVWLGGLSENFLPY
1881
15
Human
thyroid perox
632
A
242
1348
37


1518.41
IDVWLGGLKENFLPY
1882
15
Human
thyroid perox
632
A
15907
>2800
25


1518.42
IDVWLGGLDENFLPY
1883
15
Human
thyroid perox
632
A
>19230.77
637
18


1518.43
IDVWLGGYAENFLPY
1884
15
Human
thyroid perox
632
A
900
492
39


1518.44
IDVWLGGVAENFLPY
1885
15
Human
thyroid perox
632
A
982
327
75


1518.45
IDVWLGGVAENFLPY
1886
15
Human
thyroid perox
632
A
427
755
166


1518.46
IDVWLGGKAENFLPY
1887
15
Human
thyroid perox
632
A
517
633
398


1518.47
IDVWLGGDAENFLPY
1888
15
Human
thyroid perox
632
A
11114
2074
11


1518.48
IDVWLGYLAENFLPY
1889
15
Human
thyroid perox
632
A
15215
1121
31


1518.49
IDVWLGLLAENFLPY
1890
15
Human
thyroid perox
632
A
2986
180
39


1518.50
IDVWLGSLAENFLPY
1891
15
Human
thyroid perox
632
A
654
278
72


1518.51
IDVWLGKLAENFLPY
1892
15
Human
thyroid perox
632
A
2333
20023
81


1518.52
IDVWLGDLAENFLPY
1893
15
Human
thyroid perox
632
A
>44642.86
370
18


1518.53
IDVWLYGLAENFLPY
1894
15
Human
thyroid perox
632
A
2171
442
18


1518.54
IDVWLLGLAENFLPY
1895
15
Human
thyroid perox
632
A
4903
455
47


1518.55
IDVWLGSLAENFLPY
1896
15
Human
thyroid perox
632
A
3043
373
98


1518.56
IDVWLKGLAENFLPY
1897
15
Human
thyroid perox
632
A
41667
1115
55


1518.57
IDVWLDGLAENFLPY
1898
15
Human
thyroid perox
632
A
13325
357
43


1518.58
IDVWYGGLAENFLPY
1899
15
Human
thyroid perox
632
A
375
224
43


1518.59
IDVWVGGLAENFLPY
1900
15
Human
thyroid perox
632
A
128
158
14


1518.60
IDVWSGGLAENFLPY
1901
15
Human
thyroid perox
632
A
451
128
15


1518.61
IDVWKGGLAENFLPY
1902
15
Human
thyroid perox
632
A
256
346
41


1518.62
IDVWDGGLAENFLPY
1903
15
Human
thyroid perox
632
A
2086
299
112


1518.63
IDYWLGGLAENFLPY
1904
15
Human
thyroid perox
632
A
503
342
49


1518.64
IDLWLGGLAENFLPY
1905
15
Human
thyroid perox
632
A
1292
661
25


1518.65
IDSWLGGLAENFLPY
1906
15
Human
thyroid perox
632
A
508
276
35


1518.66
IDKWLGGLAENFLPY
1907
15
Human
thyroid perox
632
A
579
534
62


1518.67
IDDWLGGLAENFLPY
1908
15
Human
thyroid perox
632
A
219
101
85


1518.68
IDVWLGGLAENFLYY
1909
15
Human
thyroid perox
632
A
341
387
154


1518.69
IDVWLGGLAENFLLY
1910
15
Human
thyroid perox
632
A
649
491
52


1518.70
IDVWLGGLAENFLSY
1911
15
Human
thyroid perox
632
A
425
676
54


1518.71
IDVWLGGLAENFLKY
1912
15
Human
thyroid perox
632
A
2266
995
111


1518.72
IDVWLGGLAENFLDY
1913
15
Human
thyroid perox
632
A
371
149
49


1518.73
YDVWLGGLAENFLPY
1914
15
Human
thyroid perox
632
A
482
214
59


1518.74
LDVWLGGLAENFLPY
1915
15
Human
thyroid perox
632
A
180
216
29


1518.75
SDVWLGGLAENFLPY
1916
15
Human
thyroid perox
632
A
154
232
19


1518.76
KDVWLGGLAENFLPY
1917
15
Human
thyroid perox
632
A
348
254
54


1518.77
DDVWLGGLAENFLPY
1918
15
Human
thyroid perox
632
A
241
158
48




























TABLE 19









SEQ














ID




Ana-







Peptide
Sequence
NO
AA
Organism
Protein
Position
log
DRB1*0101
DRB1*0301
DRB1*0401
DRB1*0404
DRB1*0405





724.01
AC-NPTKHKWEAAHVAEQLAA
1919
18
A2
MHC derived
Un-




>900000
500000








known








631.02
DDYVKQYTKQYTKQNTLKK
1920
19
Artificial sequence



50000

160
500000



702.02
AAAKAAAAAAYAA
1921
13
Artificial sequence


A
833
>900000
229
500000



702.08
AC-AAAKAAAAAAYAA
1922
13
Artificial sequence


A
625

348




702.17
(20)AYA(20)A(20)A(20)K(20)A(20)
1923
13
Artificial sequence


A
50000

250
500000



730.08
AC-AAAKATAAAAYAA
1924
13
Artificial sequence


A
50000

381




730.09
AC-AAAKAAAAAAFAA
1925
13
Artificial sequence


A
50000

421




730.12
AC-AAAKATAAAA(10)AA
1926
13
Artificial sequence


A
5000

444
500000



730.14
AC-AAAKATAAAA(23)AA
1927
13
Artificial sequence


A
1250

286
25000



730.15
AAKAAAAAAA(10)AA
1928
13
Artificial sequence


A
2500

>888.89




736.03
AAYAAAATAKAAA
1929
13
Artificial sequence


A
3.9

0.54
2778



736.08
AALAAAAAAKAAA
1930
13
Artificial sequence


A
1.9

12
152



736.11
AAEAAAATAKAAA
1931
13
Artificial sequence


A
2500

667
500000



736.13
AAYJJAAAAKAAA
1932
13
Artificial sequence


A
50000

533
500000



736.16
AAYAAAAJJKAAA
1933
13
Artificial sequence


A
1250

308
500000



760.04
AFLRAAAAAAFAA
1934
13
Artificial sequence


A
50000

400
500000



760.06
AFLRQAAAAAFAAY
1935
14
Artificial sequence


A
2500

1000
25000



760.15
AAFAAAKTAAAFA
1936
13
Artificial sequence


A
1.3
1063
0.19
6.2



760.16
YAAFAAAKTAAAFA
1937
14
Artificial sequence


A
0.74

0.13
5.0



760.21
AALKATAAAAAAA
1938
13
Artificial sequence


A
50000

800
500000



782.03
YAR(15)ASQTTLKAKT
1939
14
Artificial sequence



1.5

0.46
5.2



782.05
YARF(33)QTTLKAKT
1940
14
Artificial sequence



50000

889
16667



784.03
PKYFKQRILKFAT
1941
13
Artificial sequence


A
1667

400
1042



784.11
PKYFKQGFLKGAT
1942
13
Artificial sequence


A
50000

800
500000



784.14
PKYGKQIDLKGAT
1943
13
Artificial sequence


A
50000

444
500000



787.01
AAFFFFFGGGGGA
1944
13
Artificial sequence



50000

800
500000



787.02
AADFFFFFFFFDA
1945
13
Artificial sequence



1250

286
500000



787.12
AAKGIKIGFGIFA
1946
13
Artificial sequence



50000

471
500000



787.17
AAFIFIGGGKIKA
1947
13
Artificial sequence



50000

195
500000



787.18
AAKIFIGFFIDGA
1948
13
Artificial sequence



1250

200
25000



787.21
AAFIGFGKIKFIA
1949
13
Artificial sequence



50000

242
500000



787.22
AAKIGFGIKIGFA
1950
13
Artificial sequence



50000

889
500000



787.27
AAFKIGKFGIFFA
1951
13
Artificial sequence



50000

615
500000



787.32
AADDDDDDDDDDA
1952
13
Artificial sequence



50000

667
500000



787.35
(43)AAIGFFFFKKGIA
1953
14
Artificial sequence



50000

258
500000



787.37
(43)AAFFGIFKIGKFA
1954
14
Artificial sequence



50000

381
500000



787.38
(43)AADFGIFIDFIIA
1955
14
Artificial sequence



50000

235
500000



787.39
(43)AAIGGIFIFKKDA
1956
14
Artificial sequence



50000

800
500000



787.53
(43)AAFIGFGKIKFIA
1957
13
Artificial sequence



50000

1000
500000



787.54
(43)AAKIGFGIKIGFA
1958
13
Artificial sequence



50000

1000
500000



787.59
(43)AAFKIGKFGIFFA
1959
13
Artificial sequence



50000

276
500000



789.02
AAAKAAAAAAAAF
1960
13
Artificial sequence



>1666.67

>347.83
12500



789.03
AAAKAAAAAAAFA
1961
13
Artificial sequence



50000

727
500000



789.04
AAAKAAAAAAFAA
1962
13
Artificial sequence



50000

235
25000



789.06
AAAKAAAAFAAAA
1963
13
Artificial sequence



50000

533
500000



789.14
FAAAAAAAAAAAA
1964
13
Artificial sequence



1667

200
8333



789.15
AAAAAAAAAAAAN
1965
13
Artificial sequence



50000

500
500000



789.16
AAAAAAAAAAANA
1966
13
Artificial sequence



50000

1000
500000



789.24
AAANAAAAAAAAA
1967
13
Artificial sequence



50000

615
500000



789.28
AAAAAAAAAAAAS
1968
13
Artificial sequence



50000

533
500000



789.35
AAAAASAAAAAAA
1969
13
Artificial sequence



50000

235
500000



789.39
ASAAAAAAAAAAA
1970
13
Artificial sequence



50000

364
500000



803.03
AFAAAKTAA
1971
9
Artificial sequence



50000

571
500000



805.01
YARFLALTTLRARA
1972
14
Artificial sequence


A
0.98

0.28
3.4



820.01
YAR(15A)SQTTLKAKT
1973
14
Artificial sequence


A
2.4

0.78
5.2



820.02
YAR(15A)RQTTLKAAA
1974
14
Artificial sequence


A
1.6

0.35
3.8



820.03
(15A)RQTTLKAAA
1975
11
Artificial sequence


A
4.2

0.31
4.3



820.04
(16A)RQTTLKAAA
1976
11
Artificial sequence


A
455

1.3
37



824.22
(46)AAKTAAAFA
1977
10
Artificial sequence



5000

571
1852



824.38
(39)AAAATKAAA
1978
10
Artificial sequence



3333

727
500000



824.46
(52)AAAATKAAAA
1979
11
Artificial sequence



2000

242
2632



824.54
(55)AAAATKAAAA
1980
11
Artificial sequence



2500

667
5556



838.01
A(14)AAAKTAAA
1981
10
Artificial sequence



39

0.45
54



839.03
AA(14)A(35)ATKAAAA
1982
12
Artificial sequence



50000

>500
500000



839.16
AA(14)AA(36)TKAAAA
1983
12
Artificial sequence



50000

667
25000



851.11
AFAAAKTAA(72)
1984
10
Artificial sequence



5000

533
500000



862.04
(49)AAAKT(64)AAA
1985
10
Artificial sequence



50000

667
500000



862.05
(49)AAAKTA(64)AA
1986
10
Artificial sequence



50000

533
500000



1463.18
HQAISPRTLNGPGPGSPAIF
1987
20
Artificial sequence



1555
728464
12089
2056
3107


Sandoz 362
YAAFAAAKTAAAFA
1988
14
Artificial sequence



1.9

0.82
7.0



541.18
TEGRCLHYTVDKSKPK
1989
16
Bee Venom

103

1667

200
500000



221.01
AWVAWRNRCK
1990
0
Chicken
HEL
107

50000

667
500000



AP18
IVSDGNGMNAWVAWRNRC
1991
18
Chicken
HEL
98

1250
18371
1000
8333



857.04
PHHTALRQAILSWGELMTLA
1992
20
DPw4 binder



1250

166
1773



510.01
WMYYHGQRHSDEHHH
1993
15
EBV
LMP
183

50000
>900000
727
500000



510.33
YIVMSDWTGGA
1994
15
EBV
LMP
41

50000
13416
222
500000



594.09
AHAAHAAHAAHAAHAA
1995
16
HA


A
263

80000
500000



F116.01
MDIDPYKEFGATVELLSFLPSDFFP
1996
25
HBV
core
1

1563

170




799.06
GMLPVCPLIPGSSTTSTGP
1997
19
HBV
env
102

1250
>900000
400
1220



800.02
LGFFPDHQLDPAFRANT
1998
17
HBV
env
11

1667
12027
333
2941



F197.06
GYKVLVLNPSV
1999
11
HCV
NS3
1248

16
72407
27
2116
145


F197.05
LMAFTAAVTS
2000
10
HCV
NS4
1790

2511
>73952.34
321
20577
627


F197.01
TFALWRVSAEEY
2001
12
HCV
NS5
2079

>5279.83
88348
342
569
72


F197.02
ALWRVSAEEY
2002
10
HCV
NS5
2081

>6337.14
>76595.74
6543
6669
>35315.99


F197.03
EEYVEIRQVGDFH
2003
13
HCV
NS5
2088

>1957.71
74884
>5365.53
11627
26


F193.01
VGGVYLLPRRGPRLGV
2004
16
HCV



177
236639
22323
12756
2764


F193.02
VGGAYLLPRRGPRLGV
2005
16
HCV


A
131
308534
26164
125056
>12230.45


F193.03
VGGVALLPRRGPRLGV
2006
16
HCV


A
849
326288
48233
23669
>12230.45


F193.04
VGGVYALPRRGPRLGV
2007
16
HCV


A
134
348950
25750
30504
>12230.45


F193.05
VGGVYLAPRRGPRLGV
2008
16
HCV


A
746
202660
33672
>116550.12
>12230.45


F193.06
VGGVYLLARRGPRLGV
2009
16
HCV


A
60
23276
485
4396
2199


F193.07
VGGVYLLPARGPRLGV
2010
16
HCV


A
12
68070
3644
3213
4579


F193.08
VGGVYLLRRAGPRLGV
2011
16
HCV


A
202
39751
12252
32330
6432


F193.09
GAPLGGAARALAHGV
2012
15
HCV



690
3145
10408
19762
>13044.97


F193.10
GAALGGAARALAHGV
2013
15
HCV


A
1081
26944
21362
60600
>13044.97


F193.12
GAPLAGAARALAHGV
2014
15
HCV


A
588
2983
39885
19692
>13044.97


F193.13
GAPLGAAARALAHGV
2015
15
HCV


A
226
17703
10255
52041
>13044.97


F193.14
GAPLGGLARALAHGV
2016
15
HCV


A
537
351525
13941
6564
>13044.97


F193.15
GAPLGGALRALAHGV
2017
15
HCV


A
68
>486486.49
14977
977
1271


F193.16
GAPLGGAAAALAHGV
2018
15
HCV


A
147
82088
5472
1272
>3365.21


F193.17
GAPLGGAARLLAHGV
2019
15
HCV


A
398
22959
14984
21017
>3365.21


F193.18
GAPLGGAARAAAHGV
2020
15
HCV


A
797
377964
25279
>110132.16
>3365.21


F193.20
GAPLGGAARALAAGV
2021
15
HCV


A
541
23298
11270
16747
>3365.21


1453.03
FPDWQNYTPGPGTRF
2022
15
HIV
NEF
200

13766
>223880.6
23394
>109170.31
>10101.01


1453.06
RFPLTFGWCFKLVPV
2023
15
HIV
NEF
216

5913
406579
316
21384
121


1453.09
RQDILDLWVYHTQGY
2024
15
HIV
NEF
182

2390
98327
1202
1624
1136


1453.10
RQEILDLWVYHTQGF
2025
15
HIV
NEF
182

1050
10530
5928
1414
3362


1453.12
LSHFLKEKGGLEGLI
2026
15
HIV
NEF
114

537
>340909.09
2442
86814
2114


1453.13
LSFFLKEKGGLDGLI
2027
15
HIV
NEF
114

172
>340909.09
1275
>109170.31
983


1453.33
LEPWNHPGSQPKTACT
2028
16
HIV
TAT
11

>33557.05
>328467.15
>33333.33
>96525.1
>8232.24


1453.40
QVCFITKGLGISYGR
2029
15
HIV
TAT
38

114
166744
1529
1391
295


1453.42
QLCFLKKGLGISYGR
2030
15
HIV
TAT
38

185
158381
4436
1613
443


190.11
PPEESFRFGEEKTTPS
2031
16
HIV1
gp
81

>2500
>900000
267
500000



85.0002
CIVYRDGNPYAVCDK
2032
15
HPV
E6
58

8464

147
1084
3473


85.0003
HYCYSLYGTTLEQQY
2033
15
HPV
E6
85

546

1127
9713
76


85.0004
CYSLYGTTLEQQYNK
2034
15
HPV
E6
87

1086

1317
2836
71


85.0007
NTSLQDIEITCVYCK
2035
15
HPV
E6
22

>12106.54

10930
6143
4584


85.0008
VFEFAFKDLFVVYRD
2036
15
HPV
E6
44

6716

1059
2156
120


85.0009
EFAFKDLFVVYRDSI
2037
15
HPV
E6
46

8944

2220
11721
33


85.0010
DLFVVYRDSIPHAAC
2038
15
HPV
E6
51

1186

82
218
3591


85.0011
FVVYRDSIPHAACHK
2039
15
HPV
E6
53

587
200
10
87
704


85.0012
NTGLYNLLIRCLRCQ
2040
15
HPV
E6
95

127
13429
686
358
258


85.0013
IRCLRCQKPLNPAEK
2041
15
HPV
E6
103

7240

6334
8464
1229


85.0014
PRKLHELSSALEIPY
2042
15
HPV
E6
9

156
16146
5276
694
80


85.0015
EIPYDELRLNCVYCK
2043
15
HPV
E6
20

3299

15532
11292
7321


85.0017
TEVLDFAFTDLTIVY
2044
15
HPV
E6
40

2073
1542
185
1083
871


85.0018
VLDFAFTDLTIVYRD
2045
15
HPV
E6
42

354
30
313
6061
721


85.0019
DFAFTDLTIVYRDDT
2046
15
HPV
E6
44

463
23
80
3373
40


85.0020
TIVYRDDTPHGVCTK
2047
15
HPV
E6
51

3798

22
1269
>9753.59


85.0021
WYRYSVYGTTLEKLT
2048
15
HPV
E6
78

163
26561
249
3448
8.5


85.0023
ETTIHNIELQCVECK
2049
15
HPV
E6
20

3623

1996
3327
6561


85.0024
SEVYDFAFADLTVVY
2050
15
HPV
E6
40

31
2996
260
2180
101


85.0025
VYDFAFADLTVVYRE
2051
15
HPV
E6
42

173

119
5281
133


85.0026
DFAFADLTVVYREGN
2052
15
HPV
E6
44

3293

141
4948
60


85.0027
TVVYREGNPFGICKL
2053
15
HPV
E6
51

168

121
1833
>13089.91


85.0028
GNPFGICKLCLRFLS
2054
15
HPV
E6
57

189

1227
2073
377


85.0029
NYSVYGNTLEQTVKK
2055
15
HPV
E6
80

14059

1933
91506
822


85.0030
KKPLNEILIRCIICQ
2056
15
HPV
E6
93

1363

315
1070
347


85.0031
NEILIRCIICQRPLC
2057
15
HPV
E6
97

7945

11739
23082
7704


85.0032
IRCIICQRPLCPQEK
2058
15
HPV
E6
101

7549

5960
23092
2973


85.0035
CIVYRDCIAYAACHIC
2059
15
HPV
E6
53

1166

928
8560
3973


85.0038
NTELYNLLIRCLRCQ
2060
15
HPV
E6
95

1108

1366
1293
873


85.0039
IRCLRCQKPLNPAEK
2061
15
HPV
E6
103

7012

6668
9890
8982


85.0040
REVYKFLFTDLRIVY
2062
15
HPV
E6
40

8.7
23
112
738
52


85.0041
RIVYRDNNPYGVCIM
2063
15
HPV
E6
51

524
325
20
432
2307


85.0042
NNPYGVCIMCLRFLS
2064
15
HPV
E6
57

1075

1378
2522
454


85.0043
EERVKKPLSEITIRC
2065
15
HPV
E6
89

1286

11896
9772
1470


85.0044
IRCIICQTPLCPEEK
2066
15
HPV
E6
101

10847

12270
3812
1407


85.0046
EIPLIDLRLSCVYCK
2067
15
HPV
E6
23

7610

1876
5012
336


85.0047
SCVYCKKELTRAEVY
2068
15
HPV
E6
32

6466

2411
7510
465


85.0049
VCLLFYSKVRKYRYY
2069
15
HPV
E6
68

960
276
286
987
73


85.0050
YYDYSVYGATLESIT
2070
15
HPV
E6
81

1008

186
9855
230


85.0052
IRCYRCQSPLTPEEK
2071
15
HPV
E6
104

10947

13358
83166
10327


85.0053
VYDFVFADLRIVYRD
2072
15
HPV
E6
42

98
2.2
475
5856
717


85.0054
DFVFADLRIVYRDGN
2073
15
HPV
E6
44

6699

867
7197
133


85.0055
RIVYRDGNPFAVCKV
2074
15
HPV
E6
51

116
144
19
209
1812


85.0056
GNPFAVCKVCLRLLS
2075
15
HPV
E6
57

134
3805
322
522
56


85.0058
KKCLNEILIRCIICQ
2076
15
HPV
E6
93

9357

424
1229
365


85.0059
NEILIRCIICQRPLC
2077
15
HPV
E6
97

10992

14069
9339
4621


85.0102
RTAMFQDPQERPRKL
2078
15
HPV
E6
5

9372
154
28192
39014
7977


85.0110
LFVVYRDSIPHAACH
2079
15
HPV
E6
52

131
62
3.0
24
690


85.0114
LTIVYRDDTPHGVCT
2080
15
HPV
E6
50

>15384.62
187
23
203
>8593.4


85.0123
LCIVYRDCIAYAACH
2081
15
HPV
E6
52

996
1855
357
1293
628


85.0128
YKFLFTDLRIVYRDN
2082
15
HPV
E6
43

109
8.8
292
256
91


85.0132
YNFACTELKLVYRDD
2083
15
HPV
E6
46

7522
346
1976
4246
3147


85.0133
LKLVYRDDFPYAVCR
2084
15
HPV
E6
53

778
237
123
9269
830


85.0138
YDFVFADLRIVYRDG
2085
15
HPV
E6
43

1160
13
1914
3264
829


85.0139
LRIVYRDGNPFAVCK
2086
15
HPV
E6
50

142
181
16
25
557


85.0061
HEYMLDLQPETTDLY
2087
15
HPV
E7
9

1377

222
3997
2291


85.0062
TLRLCVQSTHVDIRT
2088
15
HPV
E7
64

1517

11996
8650
169


85.0063
IRTLEDLLMGTLGIV
2089
15
HPV
E7
76

16
5211
95
43
61


85.0064
LEDLLMGTLGIVCPI
2090
15
HPV
E7
79

104

1136
353
1116


85.0065
DLLMGTLGIVCPICS
2091
15
HPV
E7
81

966

1324
984
639


85.0066
KATLQDIVLHLEPQN
2092
15
HPV
E7
5

1204

1987
811
1173


85.0067
IDGVNHQHLPARRAE
2093
15
HPV
E7
41

1060

34272
165545
>16971.86


85.0068
LRAFQQLFLNTLSFV
2094
15
HPV
E7
83

1.5
648
7.4
13
8.3


85.0069
FQQLFLNTLSFVCPW
2095
15
HPV
E7
86

118
1321
134
1585
222


85.0070
QDYVLDLQPEATDLH
2096
15
HPV
E7
9

13441

253
45281
5585


85.0072
DIRILQELLMGSFGI
2097
15
HPV
E7
75

88
3252
166
290
552


85.0073
IRILQELLMGSFGIV
2098
15
HPV
E7
76

67
31840
724
710
1208


85.0074
ELLMGSFGIVCPNCS
2099
15
HPV
E7
81

628

1078
8518
1853


85.0075
KEYVLDLYPEPTDLY
2100
15
HPV
E7
9

5949

131
89674
391


85.0076
LRTIQQLLMGTVNIV
2101
15
HPV
E7
76

13
23182
108
208
179


85.0077
IQQLLMGTVNIVCPT
2102
15
HPV
E7
79

71
93701
107
483
624


85.0078
QLLMGTVNIVCPTCA
2103
15
HPV
E7
81

1192

2874
10062
4688


85.0079
RETLQEIVLHLEPQN
2104
15
HPV
E7
5

1592

2941
6583
829


85.0081
LRTLQQLFLSTLSFV
2105
15
HPV
E7
84

8.3
801
18
18
9.0


85.0082
LQQLFLSTLSFVCPW
2106
15
HPV
E7
87

121
2045
113
754
94


85.0083
KDYILDLQPETTDLH
2107
15
HPV
E7
9

6409

1022
30309
2771


85.0084
LRTLQQMLLGTLQVV
2108
15
HPV
E7
78

80
>3750000
437
644
79


85.0085
LQQMLLGTLQVVCPG
2109
15
HPV
E7
81

168

1496
631
1068


85.0086
QMLLGTLQVVCPGCA
2110
15
HPV
E7
83

957

2773
425
3074


85.0087
VPTLQDVVLELTPQT
2111
15
HPV
E7
5

16056

214
4764
5409


85.0088
LQDVVLELTPQTEID
2112
15
HPV
E7
8

1487

101
1094
417


85.0089
QDVVLELTPQTEIDL
2113
15
HPV
E7
9

1269

83
1537
53


85.0090
CKFVVQLDIQSTKED
2114
15
HPV
E7
68

1251

196
1642
374


85.0091
VVQLDIQSTKEDLRV
2115
15
HPV
E7
71

1060

11122
8625
46


85.0092
DLRVVQQLLMGALTV
2116
15
HPV
E7
82

8.4
25971
325
89
84


85.0093
LRVVQQLLMGALTVT
2117
15
HPV
E7
83

5.7
21650
115
28
85


85.0094
VQQLLMGALTVTCPL
2118
15
HPV
E7
86

10
34257
239
614
116


85.0095
QQLLMGALTVTCPLC
2119
15
HPV
E7
87

75

1142
1286
201


85.0096
QLLMGALTVTCPLCA
2120
15
HPV
E7
88

54
>3750000
595
870
1019


85.0097
REYILDLHPEPTDLF
2121
15
HPV
E7
9

154

132
9957
354


85.0098
TCCYTCGTTVRLCIN
2122
15
HPV
E7
57

1230
19884
719
2269
132


85.0099
VRTLQQLLMGTCTIV
2123
15
HPV
E7
77

36
32360
322
39
114


85.0100
LQQLLMGTCTIVCPS
2124
15
HPV
E7
80

197

1147
483
522


85.0145
MLDLQPETTDLYCYE
2125
15
HPV
E7
12

10076
720
1913
12241
4249


85.0157
VLDLYPEPTDLYCYE
2126
15
HPV
E7
12

11201
121
203
2193
212


85.0167
LREYILDLHPEPTDL
2127
15
HPV
E7
8

134
891
23
9235
968


530.12
HIEFTPTRTDTYACRV
2128
16
Human
B2-μglobulin
67

50000
30000
667
10000



58.0015
LWWVNNESLPVSPRL
2129
15
Human
CEA
177
A

315





843.01
YEEYVRFDSDVGE
2130
13
Human
DAB and CD4


50000

400
500000








peptide









843.02
EEYVRFDSDVGE
2131
12
Human
DRB and CD4


50000

216
500000








peptide









9001.0001
APPRLICDSRVLERY
2132
15
Human
EPO
1

1374
6.3
9735
5794
7141


9001.0002
ICDSRVLERYLLEAK
2133
15
Human
EPO
6

2758
236
1984
10984
11016


9001.0003
VLERYLLEAKEAENI
2134
15
Human
EPO
11

933
59010
2598
12139
5019


9001.0007
EHCSLNENITVPDTK
2135
15
Human
EPO
31

9837
27481
2294
28297
1205


9001.0008
NENITVPDTKVNFYA
2136
15
Human
EPO
36

>24154.59
4.8
>21390.37
7612
>18572.83


9001.0009
VPDTKVNFYAWKRME
2137
15
Human
EPO
41

2764
259
1742
4131
1328


9001.0010
VNFYAWKRMEVGQQA
2138
15
Human
EPO
46

193
2871
10
291
15


9001.0011
WKRMEVGQQAVEVWQ
2139
15
Human
EPO
51

62
514
24
2591
94


9001.0012
VGQQAVEVWQGLALL
2140
15
Human
EPO
56

161
>1.74081.24
10294
6283
923


9001.0013
VEVWQGLALLSEAVL
2141
15
Human
EPO
61

86
13293
1310
1357
79


9001.0014
GLALLSEAVLRGQAL
2142
15
Human
EPO
66

83
816
11
21
1435


9001.0015
SEAVLRGQALLVNSS
2143
15
Human
EPO
71

11
70855
2064
4207
17446


9001.0016
RGQALLVNSSQPWEP
2144
15
Human
EPO
76

1118
93874
1697
1168
3434


9001.0017
LVNSSQPWEPLQLHV
2145
15
Human
EPO
81

2178
26138
>21505.38
13031
19689


9001.0018
QPWEPLQLHVDKAVS
2146
15
Human
EPO
86

11567
4862
1296
6135
1111


9001.0019
LQLHVDKAVSGLRSL
2147
15
Human
EPO
91

192
22
9.7
44
13571


9001.0020
DKAVSGLRSLTTLLR
2148
15
Human
EPO
96

13
4331
1014
25
247


9001.0021
GLRSLTTLLRALGAQ
2149
15
Human
EPO
101

8.5
2345
24
9.2
30


9001.0022
TTLLRALGAQKEAIS
2150
15
Human
EPO
106

19
107164
339
199
103


9001.0023
ALGAQKEAISPPDAA
2151
15
Human
EPO
111

194
>204081.63
>21505.38
93062
13015


9001.0024
KEAISPPDAASAAPL
2152
15
Human
EPO
116

15531
48560
6590
4389
28755


9001.0025
PPDAASAAPLRTITA
2153
15
Human
EPO
121

309
14900
566
68
1555


9001.0026
SAAPLRTITADTFRK
2154
15
Human
EPO
126

1166
1262
1185
261
1456


9001.0027
RTITADTFRKLFRVY
2155
15
Human
EPO
131

148
139
1042
928
1957


9001.0028
DTFRKLFRVYSNFLR
2156
15
Human
EPO
136

12
6946
70
104
93


9001.0029
LFRVYSNFLRGKLKL
2157
15
Human
EPO
141

43
6156
643
1816
1275


9001.0030
SNFLRGKLKLYTGEA
2158
15
Human
EPO
146

143
9583
2883
2375
7182


9001.0031
KLKLYTGEACRTGDR
2159
15
Human
EPO
152

122
18435
5964
3505
36294


9001.0032
APPRLITDSRVLERY
2160
15
Human
EPO
1
A
10144
15
6680
3168
7765


9001.0033
ITDSRVLERYLLEAK
2161
15
Human
EPO
6
A
1571
6501
1303
1990
13339


9001.0037
EHTSLNENITVPDTK
2162
15
Human
EPO
31
A
43921
33635
12379
2769
1245


9001.0038
KLKLYTGEATRTGDR
2163
15
Human
EPO
152
A
178
118459
15
3230
1426


1416.01
PQPFRPQQPYPQ
2164
12
Human
gliadin









1416.02
PFRPQQPYPQ
2165
10
Human
gliadin









1416.05
PQPFRPQQPYP
2166
11
Human
gliadin









1416.07
PQPFRPQQP
2167
9
Human
gliadin









1416.08
KQPFRPQQPYPQ
2168
12
Human
gliadin









1416.09
PKPFRPQQPYPQ
2169
12
Human
gliadin









1416.12
PQPFKPQQPYPQ
2170
12
Human
gliadin









1416.13
PQPFRKQQPYPQ
2171
12
Human
gliadin









1416.15
PQPFRPQKPYPQ
2172
12
Human
gliadin









1416.17
PQPFRPQQPKPQ
2173
12
Human
gliadin









1416.18
PQPFRPQQPYKQ
2174
12
Human
gliadin









1416.19
PQPFRPQQPYPK
2175
12
Human
gliadin









1416.20
QFLGQQQPFPPQ
2176
12
Human
gliadin









1416.21
FLGQQQPFPPQ
2177
11
Human
gliadin









1416.22
LGQQQPFPPQ
2178
10
Human
gliadin









1416.24
QFLGQQQPFPP
2179
11
Human
gliadin









1416.26
QFLGQQQPF
2180
9
Human
gliadin









1416.27
IRNLALQTLPAMCNVY
2181
16
Human
gliadin









1416.28
NLALQTLPAMCNVY
2182
14
Human
gliadin









1416.29
LALQTLPAMCNVY
2183
13
Human
gliadin









1416.31
IRNLALQTLPAM
2184
12
Human
gliadin









1416.32
IRNLALQTLP
2185
10
Human
gliadin









F160.05
EGDAFELTVSCQGGLPK
2186
17
Human
gp100
506



572
3578



F167.02
ESTGMTPEKVPVSEVMGT
2187
18
Human
gp100
370

>50000
>47368.42
510
>71428.57



9000.0001
FPTIPLSRLFDNASL
2188
15
Human
Growth hormone
1

8071
114611
228
22
7210


9000.0002
RLFDNASLRAHRLHQ
2189
15
Human
Growth hormone
8

89
97
77
2043
10328


9000.0003
LRAHRLHQLAFDTYQ
2190
15
Human
Growth hormone
15

162
15603
5076
2197
10139


9000.0004
QLAFDTYQEFEEAYI
2191
15
Human
Growth hormone
22

>20491.8
7981
>10738.26
33446
5399


9000.0005
QEFEEAYIPKEQKYS
2192
15
Human
Growth hormone
29

>20491.8
>171755.73
>21276.6
>88339.22
395


9000.0006
IPKEQKYSFLQNPQT
2193
15
Human
Growth hormone
36

128
49978
217
3633
9.0


9000.0007
SFLQNPQTSLCFSES
2194
15
Human
Growth hormone
43

595
8617
6376
16880
>25832.77


9000.0008
TSLCFSESIPTPSNR
2195
15
Human
Growth hormone
50

604
182762
48
229
852


9000.0010
REETQQKSNLELLRI
2196
15
Human
Growth hormone
64

8921
91054
9341
1324
1433


9000.0011
SNLELLRISLLLIQS
2197
15
Human
Growth hormone
71

72
43487
621
189
379


9000.0012
ISLLLIQSWLEPVQF
2198
15
Human
Growth hormone
78

184
27922
885
177
0.86


9000.0013
SWLEPVQFLRSVFAN
2199
15
Human
Growth hormone
85

11
167103
1128
152
883


9000.0014
FLRSVFANSLVYGAS
2200
15
Human
Growth hormone
92

4.3
15221
6.7
43
59


9000.0015
NSLVYGASDSNVYDL
2201
15
Human
Growth hormone
99

7313
81158
190
1585
1055


9000.0016
SDSNVYDLLKDLEEG
2202
15
Human
Growth hormone
106

24369
54982
11032
>25680.53
95


9000.0018
GIQTLMGRLEDGSPR
2203
15
Human
Growth hormone
120

98
>55900.62
11914
2458
3745


9000.0019
RLEDGSPRTGQIFKQ
2204
15
Human
Growth hormone
127

15693
76675
7906
1729
22125


9000.0020
RTGQIFKQTYSKFDT
2205
15
Human
Growth hormone
134

1555
20341
1680
1831
40


9000.0021
QTYSKFDTNSHNDDA
2206
15
Human
Growth hormone
141

17352
>55900.62
97
11218
78


9000.0022
TNSHNDDALLKNYGL
2207
15
Human
Growth hormone
148

16457
26397
20308
>25680.53
16329


9000.0023
ALLKNYGLLYCFRKD
2208
15
Human
Growth hormone
155

137
9819
446
1286
551


9000.0025
DMDKVETFLRIVQCR
2209
15
Human
Growth hormone
169

1277
4813
867
1135
622


9000.0026
FLRIVQCRSVEGSCGF
2210
16
Human
Growth hormone
176

106
33536
185
164
191


9000.0027
FPTIPLSRLFDNAML
2211
15
Human
Growth hormone
1
A
6923
46707
9458
175
923


9000.0028
RLFDNAMLRAHRLHQ
2212
15
Human
Growth hormone
8
A
2.3
27
6289
1520
4247


9000.0029
QLAFDTYQEFEQNPQ
2213
15
Human
Growth hormone
22
A
>17985.61
7851
28586
47399
4843


9000.0031
SFLQNPQTSLCCFRK
2214
15
Human
Growth hormone
43
A
106
1829
671
1816
1230


9000.0033
SNLELLRICLLLIQS
2215
15
Human
Growth hormone
71
A
731
61913
1526
2303
1112


9000.0034
ICLLLIQSWLEPVQF
2216
15
Human
Growth hormone
78
A
8511
50874
11303
5708
71


9000.0035
NSLVYGASDSNIYDL
2217
15
Human
Growth hormone
99
A
13068
>51428.57
240
3683
1229


9000.0036
SDSNIYDLLKDLEEG
2218
15
Human
Growth hormone
106
A
>17985.61
124500
17458
25922
137


9000.0037
DKVETFLRIVQCCGF
2219
15
Human
Growth hormone
169
A
953
18325
1158
259
397


9000.0038
SFLQNPQTSLTFSES
2220
15
Human
Growth hormone
43
A
1191
2395
7780
15527
9558


9000.0039
TSLTFSESIPTPSNR
2221
15
Human
Growth hormone
50
A
182
17425
18
98
686


9000.0040
ALLKNYGLLYTFRKD
2222
15
Human
Growth hormone
155
A
19
5982
160
266
303


9000.0041
LLYTFRKDMDKVETF
2223
15
Human
Growth hormone
162
A
>17985.61
23871
10623
17771
1133


9000.0042
DMDKVETFLRIVQTR
2224
15
Human
Growth hormone
169
A
1111
11194
2030
133
454


9000.0043
FLRIVQTRSVEGSTGF
2225
16
Human
Growth hormone
176
A
6.4
3944
11
16
99


1533.01
HLDMLRHLYQGCQVV
2226
15
Human
Her2/neu
42

304
37552
9417
2741
3593


1533.03
RLRIVRGTQLFEDNYAL
2227
17
Human
Her2/neu
98

4.8
11287
8389
2929
1024


1533.04
GVGSPYVSRLLGICL
2228
15
Human
Her2/neu
776

19
167949
1570
49
4156


1533.06
TLERPKTLSPGKNGV
2229
15
Human
Her2/neu
1166

10103
134367
>22471.91
103285
>28592.93


1533.07
KIFGSLAFLPESFDGDPA
2230
18
Human
Her2/neu
369

597
74162
1195
1897
37


1533.08
ELVSEFSRMARDPQ
2231
14
Human
Her2/neu
971

201
1026
120
4882
15120


F196.02
GEALSTLVLNRLKVG
2232
15
Human
HSP60
280

719
11783
3045
305
14802


F196.04
AYVLLSEKKISSIQS
2233
15
Human
HSP60
242

78
136
943
359
9471


F196.06
VASLLTTAEVVVTEI
2234
15
Human
HSP60
535

604
136308
7431
810
6517


F196.07
KCEFQDAYVILLSEKK
2235
16
Human
HSP60
236

14
5791
73
943
351


F196.10
ALSTLVLNRLKVGLQ
2236
15
Human
HSP60
282

49
153
517
31
2167


9001.0039
MSYNLLGFLQRSSNC
2237
15
Human
IFN-B
1

115
156715
366
1584
788


9001.0040
LGFLQRSSNCQCQKL
2238
15
Human
IFN-B
6

437
112406
120
401
827


9001.0041
RSSNCQCQKLLWQLN
2239
15
Human
IFN-B
11

9665
>191897.65
1046
2987
12652


9001.0042
QCQKLLWQLNGRLEY
2240
15
Human
IFN-B
16

181
133472
360
460
1004


9001.0043
LWQLNGRLEYCLKDR
2241
15
Human
IFN-B
21

1108
2356
816
8882
1024


9001.0044
GRLEYCLKDRRNFDI
2242
15
Human
IFN-B
26

9854
853
918
4155
3238


9001.0046
RNFDIPEEIKQLQQF
2243
15
Human
IFN-B
36

6969
26262
18107
5375
>114457.83


9001.0047
PEEIKQLQQFQKEDA
2244
15
Human
IFN-B
41

1026
40154
1618
618
7875


9001.0048
QLQQFQKEDAAVTIY
2245
15
Human
IFN-B
46

85
17383
231
27473
1121


9001.0049
QKEDAAVTIYEMLQN
2246
15
Human
IFN-B
51

8376
>156521.74
9437
75877
785


9001.0050
AVTIYEMLQNIFAIF
2247
15
Human
IFN-B
56

17
23730
101
808
163


9001.0051
EMLQNIFAIFRQDSS
2248
15
Human
IFN-B
61

395
9544
685
689
456


9001.0052
IFAIFRQDSSSTGWN
2249
15
Human
IFN-B
66

132
402
9.6
71
118


9001.0053
RQDSSSTGWNETIVE
2250
15
Human
IFN-B
71

>102040.82
38681
4637
184507
40847


9001.0054
STGWNETIVENLLAN
2251
15
Human
IFN-B
76

21407
>156521.74
1755
10422
7060


9001.0055
ETIVENLLANVYHQR
2252
15
Human
IFN-B
81

659
40053
789
802
326


9001.0056
NLLANVYHQRNHLKT
2253
15
Human
IFN-B
86

152
40328
1039
1440
1492


9001.0057
VYHQRNHLKTVLEEK
2254
15
Human
IFN-B
91

617
3135
7757
76003
153


9001.0060
LEKEDFTRGKRMSSL
2255
15
Human
IFN-B
106

21965
50733
>20887.73
93968
5694


9001.0061
FTRGKRMSSLHLKRY
2256
15
Human
IFN-B
111

13
3302
1013
970
484


9001.0062
RMSSLHLKRYYGRIL
2257
15
Human
IFN-B
116

275
2181
993
4793
34


9001.0063
HLKRYYGRILHYLKA
2258
15
Human
IFN-B
121

26
3709
135
666
86


9001.0064
YGRILHYLKAKEDSH
2259
15
Human
IFN-B
126

30
42429
2343
917
23


9001.0065
HYLKAKEDSHCAWTI
2260
15
Human
IFN-B
131

1128
34758
2064
12153
3701


9001.0066
KEDSHCAWTIVRVEI
2261
15
Human
IFN-B
136

4835
>46656.3
353
1090
74


9001.0067
CAWTIVRVEILRNFY
2262
15
Human
IFN-B
141

66
3561
158
640
135


9001.0068
VRVEILRNFYVINRL
2263
15
Human
IFN-B
146

1.8
429
140
47
18


9001.0069
RNFYVINRLTGYLRN
2264
15
Human
IFN-B
152

1.7
2199
219
4618
182


9001.0070
MSYNLLGFLQRSSNT
2265
15
Human
IFN-B
1
A
25
107838
1152
813
433


9001.0071
LGFLQRSSNTQTQKL
2266
15
Human
IFN-B
6
A
142
26455
18
211
1068


9001.0072
RSSNTQTQKLLWQLN
2267
15
Human
IFN-B
11
A
10515
44338
2139
15497
12590


9001.0073
QTQKLLWQLNGRLEY
2268
15
Human
IFN-B
16
A
32
3555
55
35283
86


9001.0074
LWQLNGRLEYTLKDR
2269
15
Human
IFN-B
21
A
698
511
757
16171
94


9001.0075
GRLEYTLKDRRNFDI
2270
15
Human
IFN-B
26
A
7252
30
3228
97035
1379


9001.0077
HYLKAKEDSHTAWTI
2271
15
Human
IFN-B
131
A
232
70237
553
10677
15067


9001.0078
KEDSHTAWTIVRVEI
2272
15
Human
IFN-B
136
A
1909
44754
746
2178
302


9001.0079
TAWTIVRVEILRNFY
2273
15
Human
IFN-B
141
A
7.8
2997
44
84
115


9001.0080
LGFLQRSSNCQSQKL
2274
15
Human
IFN-B
6
A
192
4888
8.1
93
228


9001.0081
RSSNCQSQKLLWQLN
2275
15
Human
IFN-B
11
A
2050
57946
595
16721
4010


9001.0082
QSQKLLWQLNGRLEY
2276
15
Human
IFN-B
16
A
127
33374
84
741
55


9000.0044
GIVEQCCTSICSLYQ
2277
15
Human
Insulin alpha
1

11123
777105
10911
2995
17793







chain









9000.0046
TSICSLYQLENYCN
2278
14
Human
Insulin alpha
8

11391
>154109.59
20462
3791
12457







chain









9000.0053
GILEQCCTSICSLYQ
2279
15
Human
Insulin alpha
1
A
11025
>187500
14862
5106
15983







chain









9000.0054
GIVEQTTTSITSLYQ
2280
15
Human
Insulin alpha
1
A
6354
107486
121
115
818







chain









9000.0055
EQTTTSITSLYQLEN
2281
15
Human
Insulin alpha
4
A
18953
>143769.97
170
258
272







chain









9000.0056
TSICSLYQLENYCG
2282
14
Human
Insulin alpha
8
A
1125
202253
8841
1986
1089







chain









9000.0057
TSITSLYQLENYTN
2283
14
Human
Insulin alpha
8
A
1253
81293
1468
138
851







chain









9000.0058
TSITSLYQLENYTG
2284
14
Human
Insulin alpha
8
A
1132
96727
1628
129
115







chain









9000.0059
GIVEQCCCGSHLVEA
2285
15
Human
Insulin alpha-beta

A
10043
>74750.83
19904
2892
6626


9000.0060
SLYQLENYCCGERGF
2286
15
Human
Insulin alpha-beta

A
3568
54469
7313
1527
2356


9000.0064
CCTSICSLYQLENYCC
2287
16
Human
Insulin alpha-beta

A
11655
71239
8383
1604
629


9000.0065
GSHLVEALYLVCCN
2288
14
Human
Insulin alpha-beta

A
194
>59681.7
-2280
11512
2509


9000.0066
CCGSHLVEALYLVCC
2289
15
Human
Insulin alpha-beta

A
880
>55693.07
10081
20487
5230


9000.0047
FVNQHLCGSHLVEAL
2290
15
Human
Insulin beta chain
1

583
>187500
19209
39746
>20663.4


9000.0048
QHLCGSHLVEALYLV
2291
15
Human
Insulin beta chain
4

170
48557
12954
4303
9825


9000.0049
GSHLVEALYLVCGER
2292
15
Human
Insulin beta chain
8

525
>187500
8292
1603
4609


9000.0050
VEALYLVCGERGFFY
2293
15
Human
Insulin beta chain
12

76
17558
209
124
1044


9000.0051
YLVCGERGFFYTPKT
2294
15
Human
Insulin beta chain
16

11063
37210
1439
22980
730


9000.0067
FVNQHLCGSDLVEAL
2295
15
Human
Insulin beta chain
1
A
117
>74750.83
19154
36693
14913


9000.0068
FVNQHLTGSHLVEAL
2296
15
Human
Insulin beta chain
1
A
9.2
67240
858
14916
1065


9000.0070
QHLTGSHLVEALYLV
2297
15
Human
Insulin beta chain
4
A
9.3
50338
>16096.58
3952
7423


9000.0072
GSHLVEALYLVTGER
2298
15
Human
Insulin beta chain
8
A
645
>176470.59
15781
1693
14443


9000.0073
VEALYLVCGERGSFY
2299
15
Human
Insulin beta chain
12
A
88
9972
833
194
6108


9000.0074
VEALYLVCGERGFLY
2300
15
Human
Insulin beta chain
12
A
14
11587
167
31
1027


9000.0075
VEALYLVTGERGFFY
2301
15
Human
Insulin beta chain
12
A
9.9
2011
60
23
2342


9000.0077
YLVCGERGFLYTPKT
2302
15
Human
Insulin beta chain
16
A
155
2033
>20460.36
>38550.5
>30134.81


9000.0078
YLVCGERGFFYTDKT
2303
15
Human
Insulin beta chain
16
A
17260
11790
>20460.36
>38550.5
>30134.81


9000.0079
YLVCGERGFFYTKPT
2304
15
Human
Insulin beta chain
16
A
3207
42139
>20460.36
>38550.5
>30134.81


9000.0080
YLVTGERGFFYTPKT
2305
15
Human
Insulin beta chain
16
A
779
517
>20460.36
>38550.5
30457


9000.0081
YLVTGERGFFYTDKT
2306
15
Human
Insulin beta chain
16
A
3259
7326
>20460.36
>38550.5
>30134.81


9000.0082
YLVTGERGFFYTKPT
2307
15
Human
Insulin beta chain
16
A
1152
4801
>20460.36
>38550.5
>30134.81


9000.0083
VCGERGFFYTPKTRR
2308
15
Human
Insulin beta chain
18
A
9622
1989
>20460.36
>38550.5
>15103.34


9000.0085
VTGERGFFYTPKTRR
2309
15
Human
Insulin beta chain
18
A
18906
3018
7226
147000
13417


68.0001
MWDLVLSIALSVGCT
2310
15
Human
Kallikrein2
1

205

1846




68.0002
DLVLSIALSVGCTGA
2311
15
Human
Kallikrein2
3

1197

13038




68.0003
HPQWVLTAAHCLKKN
2312
15
Human
Kallikrein2
56

22
1103
875




68.0004
QWVLTAAHCLKKNSQ
2313
15
Human
Kallikrein2
58

895

>40000




68.0005
GQRVPVSHSFPHPLY
2314
15
Human
Kallikrein2
87

1563

>40000




68.0006
RVPVSHSFPHPLYNM
2315
15
Human
Kallikrein2
89

67

>16000




68.0007
PHPLYNMSLLKHQSL
2316
15
Human
Kallikrein2
97

19079

819




68.0008
HPLYNMSLLKHQSLR
2317
15
Human
Kallikrein2
98

232
13007
499




68.0009
NMSLLKHQSLRPDED
2318
15
Human
Kallikrein2
102

3131

>40000




68.0010
SHDLMLLRLSEPAKI
2319
15
Human
Kallikrein2
118

56
2396
2244




68.0011
HDLMLLRLSEPAKIT
2320
15
Human
Kallikrein2
119

16
1406
3063




68.0015
PEEFLRPRSLQCVSL
2321
15
Human
Kallikrein2
162

2001

>26666.67




68.0016
PRSLQCVSLHLLSND
2322
15
Human
Kallikrein2
168

1111

16000




68.0017
NGVLQGITSWGPEPC
2323
15
Human
Kallikrein2
220

1093

8433




68.0018
KPAVYTKVVHYRKWI
2324
15
Human
Kallikrein2
239

5000

1433




68.0140
LHLLSNDMCARAYSE
2325
15
Human
Kallikrein2
176

2104
938
4277




58.0114
VGNWQYFFPVIFSKA
2326
15
Human
MAGE3
140

37

4.1




F160.12
ESEFQAALSRKVAKL
2327
15
Human
MAGE6
102



579
29617



F160.28
IGHLYIFATCLGLSYDGL
2328
18
Human
MAGE6
172



>816.33
12199



F160.30
VGNWQYFFPVIFSKASDSLQLVFGIELMEVD
2329
31
Human
MAGE6
140



654
3846



F160.06
PAYEKLSAEQSPPPY
2330
15
Human
MART1
102



479
>250000



F160.08
RNGYRALMDKSLHVGTQCALTRR
2331
23
Human
MART1
51



512
5779



613.01
FFKNIVTFFKNIVT
2332
14
Human
MBP

A
50000

>666.67
500000



825.08
YKSAHKGFKGVDAQGTLSKI
2333
20
Human
MBP
134

70
>900000
889
25000



825.09
VDAQGTLSKIFKLGGRDSRS
2334
20
Human
MBP
144

25
1383
1600
314



825.10
AC-ASQKRPSQRHGSKYLATAST
2335
23
Human
MBP
1

50000
>900000
889
25000



F006.15
ENPVVHFFKNIVTPR
2336
15
Human
MBP
85








F006.21
ENPVVAFFKNIVTPR
2337
15
Human
MBP
85
SAAS







F006.22
ENPVVHAFKNIVTPR
2338
15
Human
MBP
85
SAAS







F006.24
ENPVVHFFANIVTPR
2339
15
Human
MBP
85
SAAS







F006.30
ENPVVHFFKNIVTPA
2340
15
Human
MBP
85
SAAS







F006.31
NPVVHFFKNIVT
2341
12
Human
MBP
86








F006.321
HFFKNIVTPRTPPY
2342
14
Human
MBP
90








F006.34
NPVVHFFKNIVTPR
2343
14
Human
MBP
86








F189.01
LPVPGVLLKEFTVSGNILTI
2344
20
Human
NY-ESO-1
116

57
15058
14
12
12


F189.02
WITQCFLPVFLAQPPSGQRR
2345
20
Human
NY-ESO-1
161

679
25534
88
2804
216


F189.03
DHRQLQLSISSCLQQLSLLM
2346
20
Human
NY-ESO-1
141

1356
42666
1322
210
725


F189.04
YLAMPFATPMEAELARRSLA
2347
20
Human
NY-ESO-1
91

46
46591
266
814
405


68.0019
AAPLLLARAASLSLG
2348
15
Human
PAP
3

6.8
35410
139




68.0020
APLLLARAASLSLGF
2349
15
Human
PAP
4

8.4
56250
202




68.0021
PLLLARAASLSLGFL
2350
15
Human
PAP
5

10
>81818.18
521




68.0022
SLSLGFLFLLFFWLD
2351
15
Human
PAP
13

11417

4711




68.0023
LLFFWLDRSVLAKEL
2352
15
Human
PAP
21

2.9
6.3
2.6




68.0024
DRSVLAKELKFVTLV
2353
15
Human
PAP
27

705

569




68.0025
AKELKFVTLVFRHGD
2354
15
Human
PAP
32

787
30000
783




68.0026
RSPIDTFPTDPIKES
2355
15
Human
PAP
47

>50000

13095




68.0028
FGQLTQLGMEQHYEL
2356
15
Human
PAP
67

2259

3210




68.0030
DRTLMSAMTNLAALF
2357
15
Human
PAP
110

97
64286
13




68.0031
MSAMTNLAALFPPEG
2358
15
Human
PAP
114

1757

700




68.0032
MTNLAALFPPEGVSI
2359
15
Human
PAP
117

24

>40000




68.0033
PEGVSIWNPILLWQP
2360
15
Human
PAP
126

111

1778




68.0034
GVSIWNPILLWQPIP
2361
15
Human
PAP
128

44
56250
10328




68.0035
WNPILLWQPIPVHTV
2362
15
Human
PAP
132

208
>81818.18
695




68.0036
NPILLWQPIPVHTVP
2363
15
Human
PAP
133

31
>81818.18
206




68.0037
PILLWQPIPVHTVPL
2364
15
Human
PAP
134

44
>81818.18
258




68.0038
ILLWQPIPVHTVPLS
2365
15
Human
PAP
135

45
>81818.18
170




68.0039
WQPIPVHTVPLSEDQ
2366
15
Human
PAP
138

6386

>26666.67




68.0040
LSGLHGQDLFGIWSK
2367
15
Human
PAP
194

148

>26666.67




68.0041
YDPLYCESVHNFTLP
2368
15
Human
PAP
210

1597
16625
8889




68.0042
LPSWATEDTMTKLRE
2369
15
Human
PAP
223

20274

973




68.0043
LRELSELSLLSLYGI
2370
15
Human
PAP
235

655

371




68.0044
LSELSLLSLYGIHKQ
2371
15
Human
PAP
238

482
>81818.18
1549




68.0045
LSLLSLYGIHKQKEK
2372
15
Human
PAP
241

656
>81818.18
4444




68.0046
KSRLQGGVLVNEILN
2373
15
Human
PAP
255

362

>26666.67




68.0047
GGVLVNEILNHMKRA
2374
15
Human
PAP
260

2165
700
359




68.0048
IPSYKKLIMYSAHDT
2375
15
Human
PAP
277

9.9
9728
510




68.0049
YKKLIMYSAHDTTVS
2376
15
Human
PAP
280

17
22678
207




68.0050
LIMYSAHDTTVSGLQ
2377
15
Human
PAP
283

4496

24




68.0051
DTTVSGLQMALDVYN
2378
15
Human
PAP
290

171

4424




68.0052
ALDVYNGLLPPYASC
2379
15
Human
PAP
299

18

485




68.0053
LDVYNGLLPPYASCH
2380
15
Human
PAP
300

15

348




68.0054
YNGLLPPYASCHLTE
2381
15
Human
PAP
303

42

6189




68.0056
FAELVGPVIPQDWST
2382
15
Human
PAP
356

12

4690




68.0147
TVPLSEDQLLYLPFR
2383
15
Human
PAP
145

4012
332
10755




68.0153
LTELYFEKGEYFVEM
2384
15
Human
PAP
315

2249
592
8051




68.0156
GPVIPQDWSTECMTT
2385
15
Human
PAP
361


52098





868.01
QAHSLERVCHCLGKWLGHPDK
2386
21
Human
PLP
130

50000

667
500000



F025.03
WITCQSIAFPSKTSASIGSL
2387
20
Human
PLP
181


17308
22




F025.05
QKGRGYRGQHQAHSLERVCH
2388
20
Human
PLP
121


>47368.42
88




F025.08
AATYNFAVLKLMGRGTKF
2389
18
Human
PLP
260


>52941.18
533




F050.01
VATGLCFFGVALFCGCGHEA
2390
20
Human
PLP
21


>112500
351




K-09
FLYGALLLAEGFYTTGAVRQ
2391
20
Human
PLP
81








K-18
SAVPVYIYFNTWITCQSIAF
2392
20
Human
PLP
171








68.0058
TLSVTWIGAAPLILS
2393
15
Human
PSA
5

3.1
>81818.18
7273




68.0059
SVTWIGAAPLILSRI
2394
15
Human
PSA
7

4.1
>81818.18
3152




68.0060
VTWIGAAPLILSRIV
2395
15
Human
PSA
8

8.1
>81818.18
8000




68.0061
SQPWQVLVASRGRAV
2396
15
Human
PSA
31

66
>81818.18
7628




68.0062
GRAVCGGVLVHPQWV
2397
15
Human
PSA
42

386

>26666.67




68.0063
GVLVHPQWVLTAAHC
2398
15
Human
PSA
48

87
21320
67




68.0064
HPQWVLTAAHCIRNK
2399
15
Human
PSA
52

13
3632
1621




68.0065
QWVLTAAHCIRNKSV
2400
15
Human
PSA
54

50

19403




68.0066
AHCIRNKSVILLGRH
2401
15
Human
PSA
60

578
29704
69




68.0067
SVILLGRHSLFHPED
2402
15
Human
PSA
67

717
1400
12649




68.0068
VILLGRHSLFHPEDT
2403
15
Human
PSA
68

273
8744
8208




68.0069
GQVFQVSHSFPHPLY
2404
15
Human
PSA
83

288
45000
8.2




68.0070
VFQVSHSFPHPLYDM
2405
15
Human
PSA
85

16
>75000
25




68.0071
PHPLYDMSLLKNRFL
2406
15
Human
PSA
93

1315

20787




68.0072
SHDLMLLRLSEPAEL
2407
15
Human
PSA
114

532
6215
4051




68.0073
HDLMLLRLSEPAELT
2408
15
Human
PSA
115

62
2867
6193




68.0074
TDAVKVMDLPTQEPA
2409
15
Human
PSA
129

>50000

>80000




68.0077
LHVISNDVCAQVHPQ
2410
15
Human
PSA
172

789
8318
790




68.0078
CAQVHPQKVTKFMLC
2411
15
Human
PSA
180

10206

2566




68.0079
GGPLVCNGVLQGITS
2412
15
Human
PSA
210

3353

68




68.0080
GPLVCNGVLQGITSW
2413
15
Human
PSA
211

1724

30




68.0081
NGVLQGITSWGSEPC
2414
15
Human
PSA
216

945
24942
560




68.0082
RPSLYTKVVHYRKWI
2415
15
Human
PSA
235

6041
53785
339




68.0158
HSLFHPEDTGQVFQV
2416
15
Human
PSA
74


65260





68.0083
PRWLCAGALVLAGGF
2417
15
Human
PSM
18

46

>20000




68.0084
LGFLFGWFIKSSNEA
2418
15
Human
PSM
35

10
>75000
1338




68.0085
LDELKAENIKKFLYN
2419
15
Human
PSM
62

1136
1370
4842




68.0086
IKKFLYNFTQIPHLA
2420
15
Human
PSM
70

449
8080
43




68.0087
KFLYNFTQIPHLAGT
2421
15
Human
PSM
72

340
13805
217




68.0088
WKEFGLDSVELAHYD
2422
15
Human
PSM
100

1139
85
96




68.0089
LAHYDVLLSYPNKTH
2423
15
Human
PSM
110

79
37533
1117




68.0090
GNEIFNTSLFEPPPP
2424
15
Human
PSM
135

20412

>20000




68.0096
GKVFRGNKVKNAQLA
2425
15
Human
PSM
206

612

1087




68.0097
GNKVKNAQLAGAKGV
2426
15
Human
PSM
211

677

13333




68.0100
EYAYRRGIAEAVGLP
2427
15
Human
PSM
276

5.1

213




68.0101
AEAVGLPSIPVHPIG
2428
15
Human
PSM
284

5.4

9923




68.0102
AVGLPSIPVHPIGYY
2429
15
Human
PSM
286

3.6

4193




68.0103
IGYYDAQKLLEKMGG
2430
15
Human
PSM
297

1923

12649




68.0105
TGNFSTQKVKMHIHS
2431
15
Human
PSM
334

11180

833




68.0107
TRIYNVIGTLRGAVE
2432
15
Human
PSM
353

14
33333
6.3




68.0109
ERGVAYINADSSIEG
2433
15
Human
PSM
444

2440

6761




68.0110
GVAYINADSSIEGNY
2434
15
Human
PSM
446

1054

146




68.0111
DSSIEGNYTLRVDCT
2435
15
Human
PSM
453

16667

3360




68.0112
NYTLRVDCTPLMYSL
2436
15
Human
PSM
459

6804
45
9.9




68.0113
CTPLMYSLVHNLTKE
2437
15
Human
PSM
466

93
19437
245




68.0114
DFEVFFQRLGIASGR
2438
15
Human
PSM
520

143

221




68.0115
EVFFQRLGIASGRAR
2439
15
Human
PSM
522

28
>75000
22




68.0116
TNKFSGYPLYHSVYE
2440
15
Human
PSM
543

3402

5521




68.0117
YDPMFKYHLTVAQVR
2441
15
Human
PSM
566

9.0
>75000
19




68.0118
DPMFKYHLTVAQVRG
2442
15
Human
PSM
567

5.7
>75000
9.1




68.0119
MFKYHLTVAQVRGGM
2443
15
Human
PSM
569

16
29032
18




68.0120
KYHLTVAQVRGGMVF
2444
15
Human
PSM
571

137
33658
806




68.0121
VAQVRGGMVFELANS
2445
15
Human
PSM
576

228

662




68.0122
RGGMVFELANSIVLP
2446
15
Human
PSM
580

10
37118
229




68.0123
GMVFELANSIVLPFD
2447
15
Human
PSM
582

15
4604
230




68.0124
VFELANSIVLPFDCR
2448
15
Human
PSM
584

19
667
999




68.0125
ADKIYSISMKHPQEM
2449
15
Human
PSM
608

22361

5310




68.0126
IYSISMKHPQEMKTY
2450
15
Human
PSM
611

8452

16000




68.0127
PQEMKTYSVSFDSLF
2451
15
Human
PSM
619

15143

3024




68.0128
TYSVSFDSLFSAVKN
2452
15
Human
PSM
624

219
101
73




68.0130
VLRMMNDQLMFLERA
2453
15
Human
PSM
660

118
183
29




68.0131
LRMMNDQLMFLERAF
2454
15
Human
PSM
661

2704

392




68.0133
RHVIYAPSSHNKYAG
2455
15
Human
PSM
688

2174

481




68.0134
RQIYVAAFTVQAAAE
2456
15
Human
PSM
730

3.7
28347
1.2




68.0135
QIYVAAFTVQAAAET
2457
15
Human
PSM
731

1.6
26609
1.6




68.0136
VAAFTVQAAAETLSE
2458
15
Human
PSM
734

14
>75000
58




68.0165
YISIINEDGNEIFNT
2459
15
Human
PSM
127

498
397
624




68.0166
ISIINEDGNEIFNTS
2460
15
Human
PSM
128

507
559
>12965.96




68.0167
EDFFKLERDMKINCS
2461
15
Human
PSM
183

2710
468
226




68.0168
FFKLERDMKINCSGK
2462
15
Human
PSM
185

4419
121
483




68.0170
GVILYSDPADYFAPG
2463
15
Human
PSM
224

1566
17
7508




68.0173
GAAVVHEIVRSFGTL
2464
15
Human
PSM
391


12409





68.0176
NSRLLQERGVAYINA
2465
15
Human
PSM
438

614
318
5089




68.0177
VAYINADSSIEGNYT
2466
15
Human
PSM
447

4716
531
411




68.0181
DQLMFLERAFIDPLG
2467
15
Human
PSM
666


>19667.83





605.04
KSNFLNCYVSGFHPSD.
2468
16
Human B2-μglobulin

19

2500
>900000
296
3125



725.01
AC-NPDAENWNSQFEILEDAA
2469
18
IEd
MHC derived
Un-





500000








known








F071.31
EYLILSARDVLAVVS
2470
15

M.
leprae


85



508




829.01
YKTIAYDEEARR
2471
12
MT

3

50000
143
4000
500000



F196.01
GEALSTLVVNKIRGT
2472
15
Mycobacteria
HSP60
254

292
29687
1535
246
30057


F196.03
PYILLVSSKVSTVKD
2473
15
Mycobacteria
HSP60
216

1.1
106
64
13
136


F196.05
EAVLEDPYILLVSSK
2474
15
Mycobacteria
HSP60
210

34
479
233
172
681


F196.08
IAGLFLTTEAVVADK
2475
15
Mycobacteria
HSP60
507

6.8
27189
13
106
67


F196.09
ALSTLVVNKIRGTFK
2476
15
Mycobacteria
HSP60
256

75
274
648
40
3626


27.0404
MKHILYISFYFILVN
2477
15
Pf
LSAI
1

5893

189

3385


1298.09
KSLLSTNLPYGRTNL
2478

Pf
SSP2
116

4226

690




100.0011
HFFLFLLYILFLVKM
2479
15
Pf

13

337

260




100.0012
LFLLYILFLVKMNAL
2480
15
Pf

16

1160

283




100.0013
ILFLVKMNALRRLPV
2481
15
Pf

21

0.80

5.6




100.0014
MNALRRLPVICSFLV
2482
15
Pf

27

2.1

13




100.0015
SAFLESQSMNKIGDD
2483
15
Pf

79

549

113




100.0016
LKELIKVGLPSFENL
2484
15
Pf

132

99

163




100.0017
FENLVAENVKPPKVD
2485
15
Pf

143

56

2372




100.0019
PATYGIIVPVLTSLF
2486
15
Pf

158

1.03

15




100.0020
YGIIVPVLTSLFNKV
2487
15
Pf

161

6.0

2.0




100.0034
LLKIWICNYMKIMNHL
2488
15
Pf

28

121

132




100.0035
MTLYQIQVMKRNQKQ
2489
15
Pf

43

1219

117




100.0036
QKQVQMMIMIKFMGV
2490
15
Pf

57

121

213




100.0037
MIMIKFMGVIYIMII
2491
15
Pf

63

2905

312




100.0038
GVIYIMIISKKMMRK
2492
15
Pf

70

10

22




100.0039
LYYLFNQHIKKELYH
2493
15
Pf

285

27

1324




100.0040
HFNMLKNKMQSSFFM
2494
15
Pf

299

12

18




100.0041
LDIYQKLYIKQEEQK
2495
15
Pf

353

2834

1492




100.0042
QKKYIYNLIMNTQNK
2496
15
Pf

366

73

24




100.0043
YEALIKLLPFSKRIR
2497
15
Pf

381

55

1839




100.0104
ENEYATGAVRPFQAA
2498
15
Pf

2

4438

281




100.0105
NYELSKKAVIFTPIY
2499
15
Pf

27

713

536




100.0106
QKILIKIPVTKNIIT
2500
15
Pf

108

993

303




100.0107
KCLVISQVSNSDSYK
2501
15
Pf

156

628

16




100.0108
SKIMKLPKLPISNGK
2502
15
Pf

202

824

6485




100.0109
FIHFFTWGTMFVPKY
2503
15
Pf

220

745

273




100.0110
LCNFKKNIIALLIIP
2504
15
Pf

242

9.7

312




100.0111
KKNIIALLIIPPKIH
2505
15
Pf

246

13

203




100.0112
ALLIIPPKIHISIEL
2506
15
Pf

251

648

1738




100.0113
SMEYKKDFLITARKP
2507
15
Pf

274

939

24




100.0114
KSICFNILSSPLFNNF
2508
15
Pf

7

0.80

16




100.0115
FKKLKNHVLFLQMMN
2509
15
Pf

173

2.3

28




100.0116
KNHVLFLQMMNVNLQ
2510
15
Pf

177

12

32




100.0117
VLFLQMMNVNLQKQL
2511
15
Pf

180

6.3

30




100.0118
NVNLQKQLLTNHLIN
2512
15
Pf

187

96

2460




100.0119
QKQLLTNHLINTPKI
2513
15
Pf

191

675

228




100.0120
NHLINTPKIMPHHII
2514
15
Pf

197

1378

4798




100.0121
YILLKKILSSRFNQM
2515
15
Pf

239

220

183




100.0122
FNQMIFVSSIFISFY
2516
15
Pf

250

483

2091




938.05
KVSCKGSGYTFTAYQMH
2517
17
Rheumatiod vector
Variable region


5000

381
50000



620.01
IAKVPPGPNITAEYGDKWLD
2518
20
Rye grass
Lolp1
1

50000
>30000
>666.67
500000



620.02
TAEYGDKWLDAKSTWYGKPT
2519
20
Rye grass
Lolp1
11

50000
>30000
>666.67
16667



620.03
AKSTWYGKPTGAGPKDNGGA
2520
20
Rye grass
Lolp1
21

50000
>30000
667
500000



620.04
GAGPKDNGGACGYKDVDKAP
2521
20
Rye grass
Lolp1
31

50000
>30000
>666.67
500000



620.06
FNGMTGCGNTPIFKDGRGCG
2522
20
Rye grass
Lolp1
51

50000
51962
>666.67
500000



620.07
PIFKDGRGCGSCFEIKCTKP
2523
20
Rye grass
Lolp1
61

50000
6784
>666.67
500000



620.08
SCFEIKCTKPESCSGEAVTV
2524
20
Rye grass
Lolp1


50000
>900000
>666.67
500000



620.12
AFGSMAKKGEEQNVRSAGEL
2525
20
Rye grass
Lolp1
111

50000
>30000
>666.67
50000



620.21
TPDKLTGPFTVRYTTEGGTK
2526
20
Rye grass
Lolp1
201

50000
>900000
>666.67
500000



620.22
VRYTTEGGTKSEVEDVIPEG
2527
20
Rye grass
Lolp1
211

50000
>30000
>666.67
500000



1523.02
TCVLGKLSQELHKLQ
2528
15
Salmon
Calcitonin
6

26
29529
14848
7566
9001


1523.03
KLSQELHKLQTYPRT
2529
15
Salmon
Calcitonin
11

19
196889
19684
2076
12198


1523.04
LHKLQTYPRTNTGSG
2530
15
Salmon
Calcitonin
16

2118
>205479.45
15182
9921
>7403.08


1523.05
KLQTYPRTNTGSGTP
2531
15
Salmon
Calcitonin
18

>10060.36
>205479.45
>26490.07
114672
>9806.45


1523.07
CCVLGKLSQELHKLQ
2532
15
Salmon
Calcitonin
7
A
34
17387
19764
31253
5299


1523.08
CSNLSTCVLGKLSQE
2533
15
Salmon
Calcitonin
1
A
296
>205479.45
14339
28603
5340


1523.09
TSNLSTTVLGKLSQE
2534
15
Salmon
Calcitonin
1
A
298
86798
8016
32358
9280


1523.10
TTVLGKLSQELHKLQ
2535
15
Salmon
Calcitonin
6
A
133
92782
22449
36802
>9806.45


213.19
DIAAKYKELGY
2536
11
Sperm whale
Myoglobin
141


>900000
>470.59




191.25
ALVRQGLAKVA
2537
11
Staph.
Nase
102

1250

190
500000



NASE
PATLIKAIDGDTVKLMYKGQ
2538
20
Staph.
Nase
11

278
6429
296
3846



011-30














NASE
TPETKHPKKGVEKYGPEASA
2539
20
Staph.
Nase
41

>1000
>900000
>500
500000



041-60














NASE
VEKYGPEASAFTKKMVENAK
2540
20
Staph.
Nase
51

50000
>900000
1333
500000



051-70














NASE
FTKKMVENAKKIEVEFDKGQ
2541
20
Staph.
Nase
61

>1000
11619
>500
500000



061-80














NASE
YIYADGKMVNEALVRQGLAK
2542
20
Staph.
Nase
91

65

500
4167



091-110














NASE
HEQHLRKSEAQAKKEKLNIW
2543
20
Staph.
Nase
121

50000
90000
80000
16667



121-140














NASE
QAKKEKLNIWSEDNADSGQ
2544
19
Staph.
Nase
131

50000
>900000
364
3125



131-149














583.02
YFNNFTVSFWLRVPK
2545
15
TetTox

947

50000

615
25000



846.02
FSYFPSI
2546
7
TetTox

593
A
50000

889
16667



846.03
YSFFPSI
2547
7
TetTox

593
A
50000

889
500000



846.05
YSYFPSIR
2548
8
TetTox

593
A
50000
>900000
667
16667



F074.03
DPNANPNVDPNANPNVNANPNANPNANP(X4
2549
117
Unknown
(MAP)═(T1B)4




738
>5494.51



831.03
QKWAAVVVPS
2550
10
Unknown
ClassI A2
242

50000

1000
50000



831.02
TWQLNGEELIQDMELVETRPAG
2551
22
Unknown
ClassI Kb 216-
216

50000

889
2273








237









JR-01
PEFLEQRRAAVDTYC
2552
15
Unknown
IEBs2


5000

80000
500000



F160.33
STORKUSP33
2553

Unknown
RAGE




617
2069



F089.10
DYSYLQDSDPDSFQD
2554
15
Unknown
Tyrosinase
448

>50000

189
>500000
>126666.67


F089.23
DFSYLQDSDPDSFQD
2555
15
Unknown
Tyrosinase
448
SAAS


264
>500000
>126666.67


F089.31
QNILFSNAPLGPQFP
2556
15
Unknown
Tyrosinase
56
SAAS


195




F089.35
QNILLSNAPLVPQFP
2557
15
Unknown
Tyrosinase
56
SAAS


538




F160.25
DYSYLQDSDPDSFQD
2558
15
Unknown
Tyrosinase
448



316
>166666.67



852.04
KYVKQNTLKLAT
2559
11
unknown



9.9

6.2
25000



F042.06
P(X)KQNTLKLAT
2560
13
unknown


A
1.7






1466.50
EEDIEIIPIQEEEY
2561
14

CD20
249
A
>9057.97
>18549.05
>7518.8
12203
849


1387.20
HQAISPRTLNSPAIF
2562
15




1961
298315
6214
1314
3450


1438.06
YTDVFSLDPTFTIETT
2563
16





217





1519.02
YAGIRRDGLLLRLVD
2564
15



A

9.6





F192.01
LFFYRKSVWSKLQSI
2565
15




19
30163
913
1383
84


F192.02
RPIVNMDYVVGARTFRREKR
2566
20




29
22
3.1
21
812


F192.03
RPGLLGASVLGLDDI
2567
15




1789
35768
6522
4414
3183


F192.04
LYFVKVDVTGAYDTI
2568
15




16
9.6
2.8
13
14


F192.05
FAGIRRDGLLLRLVD
2569
15




2381
3.6
7092
3820
>3365.21


F192.06
AKTFLRTLVRGVPEY
2570
15




104
54159
208
3326
105


F192.07
YGAVVNLRKTVVNFP
2571
15




13509
150175
4194
4531
>95000


F192.08
GTAFVQMPAHGLFPW
2572
15




1.6
37275
8.1
34
18


F192.09
WAGLLLDTRTLEVQS
2573
15




2016
22
49
323
1238


F192.10
RTSIRASLTFNRGFK
2574
15




1430
256
770
177
5131


F195.01
RVIKNSIRLTL
2575
11




3650
584
9249
5389
80682


F195.02
PVIKNSIKLRL
2576
11




1549
198
34245
14612
277735


NASE
ATSTKKLHKEPATLIKAIDG
2577
21




4.6
8018
113
1020



001-20
























SEQ














ID












Peptide
Sequence
NO
DRB1*0701
DRB1*0802
DRB1*0901
DRB1*1101
DRB1*1302
DRB1*1501
DRB3*0101
DRB4*0101
DRB5*0101
DRB5*0201





724.01
AC-NPTKHKWEAAHVAEQLAA
1919

25000

>33333.33
>10000
200000
101

1250



631.02
DDYVKQYTKQYTKQNTLKK
1920
12500


>1111.11


>11111.11

35



702.02
AAAKAAAAAAYAA
1921
12500


200000


6250

2857



702.08
AC-AAAKAAAAAAYAA
1922












702.17
(20)AYA(20)A(20)A(20)K(20)A(20)
1923
8333


200000




2857



730.08
AC-AAAKATAAAAYAA
1924












730.09
AC-AAAKAAAAAAFAA
1925












730.12
AC-AAAKATAAAA(10)AA
1926












730.14
AC-AAAKATAAAA(23)AA
1927












730.15
AAKAAAAAAA(10)AA
1928












736.03
AAYAAAATAKAAA
1929












736.08
AALAAAAAAKAAA
1930
1316


2222




67



736.11
AAEAAAATAKAAA
1931












736.13
AAYJJAAAAKAAA
1932












736.16
AAYAAAAJJKAAA
1933












760.04
AFLRAAAAAAFAA
1934












760.06
AFLRQAAAAAFAAY
1935












760.15
AAFAAAKTAAAFA
1936
67


4.6


20000

25
6.4


760.16
YAAFAAAKTAAAFA
1937
34


2.6


33333
30
9.5



760.21
AALKATAAAAAAA
1938












782.03
YAR(15)ASQTTLKAKT
1939
1196


3.9




3.6



782.05
YARF(33)QTTLKAKT
1940












784.03
PKYFKQRILKFAT
1941












784.11
PKYFKQGFLKGAT
1942












784.14
PKYGKQIDLKGAT
1943












787.01
AAFFFFFGGGGGA
1944












787.02
AADFFFFFFFFDA
1945












787.12
AAKGIKIGFGIFA
1946












787.17
AAFIFIGGGKIKA
1947












787.18
AAKIFIGFFIDGA
1948












787.21
AAFIGFGKIKFIA
1949












787.22
AAKIGFGIKIGFA
1950












787.27
AAFKIGKFGIFFA
1951












787.32
AADDDDDDDDDDA
1952












787.35
(43)AAIGFFFFKKGIA
1953












787.37
(43)AAFFGIFKIGKFA
1954












787.38
(43)AADFGIFIDFIIA
1955












787.39
(43)AAIGGIFIFKKDA
1956












787.53
(43)AAFIGFGKIKFIA
1957












787.54
(43)AAKIGFGIKIGFA
1958












787.59
(43)AAFKIGKFGIFFA
1959












789.02
AAAKAAAAAAAAF
1960












789.03
AAAKAAAAAAAFA
1961












789.04
AAAKAAAAAAFAA
1962












789.06
AAAKAAAAFAAAA
1963












789.14
FAAAAAAAAAAAA
1964












789.15
AAAAAAAAAAAAN
1965












789.16
AAAAAAAAAAANA
1966












789.24
AAANAAAAAAAAA
1967












789.28
AAAAAAAAAAAAS
1968












789.35
AAAAASAAAAAAA
1969












789.39
ASAAAAAAAAAAA
1970












803.03
AFAAAKTAA
1971












805.01
YARFLALTTLRARA
1972












820.01
YAR(15A)SQTTLKAKT
1973
1786


2.5




1.4
48


820.02
YAR(15A)RQTTLKAAA
1974
8333


1.2




0.94
62


820.03
(15A)RQTTLKAAA
1975
250000


1.8




9.5
3095


820.04
(16A)RQTTLKAAA
1976
250000


77




4000



824.22
(46)AAKTAAAFA
1977












824.38
(39)AAAATKAAA
1978












824.46
(52)AAAATKAAAA
1979












824.54
(55)AAAATKAAAA
1980












838.01
A(14)AAAKTAAA
1981
96


43




120



839.03
AA(14)A(35)ATKAAAA
1982












839.16
AA(14)AA(36)TKAAAA
1983












851.11
AFAAAKTAA(72)
1984












862.04
(49)AAAKT(64)AAA
1985












862.05
(49)AAAKTA(64)AA
1986












1463.18
HQAISPRTLNGPGPGSPAIF
1987
5081


9875
638
5570

232
32930



Sandoz 362
YAAFAAAKTAAAFA
1988






>4347.83





541.18
TEGRCLHYTVDKSKPK
1989
>250000


>1250


4082

2857



221.01
AWVAWRNRCK
1990
>12500


>5000


>11111.11

44



AP18
IVSDGNGMNAWVAWRNRC
1991
>8333.33


6667


>6250

>2222.22



857.04
PHHTALRQAILSWGELMTLA
1992
14434


3116

5.3

48
261



510.01
WMYYHGQRHSDEHHH
1993
>250000


>10000


>7692.31

>5000



510.33
YIVMSDWTGGA
1994
12500


>6666.67


>33333.33

>10000



594.09
AHAAHAAHAAHAAHAA
1995
>250000


200000




200000



F116.01
MDIDPYKEFGATVELLSFLPSDFFP
1996
6609



2415







799.06
GMLPVCPLIPGSSTTSTGP
1997
250000


2500


>25000

200000



800.02
LGFFPDHQLDPAFRANT
1998
250000


6667


1449

6667



F197.06
GYKVLVLNPSV
1999
1516
115
8789
26
21
126

995
>11441.65



F197.05
LMAFTAAVTS
2000
240
>40562.91
160
>23337.22
>2464.79
1934

11687
>12586.53



F197.01
TFALWRVSAEEY
2001
927
1433
517
342
>2569.75
>12709.5

>6608.93
25499



F197.02
ALWRVSAEEY
2002
7954
4099
698
243
>6398.54
>15268.46

>7930
>35587.19



F197.03
EEYVEIRQVGDFH
2003
11323
13890
11154
4683
>1895.99
2060

2063
9754



F193.01
VGGVYLLPRRGPRLGV
2004
351


88
>15350.88
4.2
60753
19239
12



F193.02
VGGAYLLPRRGPRLGV
2005
703


507
24663
4.1
>66533.6
37640
50



F193.03
VGGVALLPRRGPRLGV
2006
61558


154
>15350.88
8.5
>66533.6
25688
20459



F193.04
VGGVYALPRRGPRLGV
2007
749


12
>15350.88
451
>66533.6
26122
34



F193.05
VGGVYLAPRRGPRLGV
2008
878


35
>15350.88
55
>66533.6
>42059.46
76



F193.06
VGGVYLLARRGPRLGV
2009
595


6.5
10325
2.8
17030
4338
17



F193.07
VGGVYLLPARGPRLGV
2010
49


694
201
6.5
18073
18960
40



F193.08
VGGVYLLRRAGPRLGV
2011
433


67
>15350.88
6.2
91912
30707
7.9



F193.09
GAPLGGAARALAHGV
2012
10773


24
8739
1615
>70972.32
3959
11983



F193.10
GAALGGAARALAHGV
2013
29786


168
19335
4483
>70972.32
3509
25372



F193.12
GAPLAGAARALAHGV
2014
8178


9.5
7215
2810
>70972.32
2963
7688



F193.13
GAPLGAAARALAHGV
2015
6490


36
15091
3920
>70972.32
16533
4502



F193.14
GAPLGGLARALAHGV
2016
66


12
76
1805
123762
3950
4256



F193.15
GAPLGGALRALAHGV
2017
1418


83
340
2068
>51098.62
4889
5396



F193.16
GAPLGGAAAALAHGV
2018
31907


43842
23810
7682
>51098.62
31
12916



F193.17
GAPLGGAARLLAHGV
2019
57549


80
29412
631
>51098.62
2549
26684



F193.18
GAPLGGAARAAAHGV
2020
31308


3633
>23489.93
>8666.67
>51098.62
41441
42463



F193.20
GAPLGGAARALAAGV
2021
7419


45
23179
5714
>51098.62
3865
8354



1453.03
FPDWQNYTPGPGTRF
2022
59625
592
3013
>51282.05
>12027.49
35058

33923
>20533.88



1453.06
RFPLTFGWCFKLVPV
2023
4100
748
1848
62289
4797
514

964
>20533.88



1453.09
RQDILDLWVYHTQGY
2024
1628
5039
1665
>51282.05
6775
723

1326
16155



1453.10
RQEILDLWVYHTQGF
2025
3052
2730
3679
11113
5384
985

1071
>20533.88



1453.12
LSHFLKEKGGLEGLI
2026
13676
1561
23191
9460
>12027.49
>39737.99

18709
>20533.88



1453.13
LSFFLKEKGGLDGLI
2027
19957
1127
3501
614
>12027.49
>39737.99

13214
15272



1453.33
LEPWNHPGSQPKTACT
2028
>72254.34
69223
34468
>15325.67
>11041.01
2665

92
2939



1453.40
QVCFITKGLGISYGR
2029
91
41
296
31
92
3555

876
3950



1453.42
QLCFLKKGLGISYGR
2030
3634
40
200
9.5
88
4212

282
1190



190.11
PPEESFRFGEEKTTPS
2031
>12500


>10000


>14285.71

>2857.14



85.0002
CIVYRDGNPYAVCDK
2032
>17182.13

31865
>14662.76
1646
650

>24786.32
>10666.67



85.0003
HYCYSLYGTTLEQQY
2033
9858

12359
12397
>13725.49
4849

1292
>10666.67



85.0004
CYSLYGTTLEQQYNK
2034
>9964.13

25989
>14662.76
>13725.49
5060

189
>10666.67



85.0007
NTSLQDIEITCVYCK
2035
>17182.13

30884
>14662.76
14857
678

11710
>10666.67



85.0008
VFEFAFKDLFVVYRD
2036
11583

16797
10923
7675
4871

18117
>10666.67



85.0009
EFAFKDLFVVYRDSI
2037
3688

1882
9496
9996
5355

9072
5998



85.0010
DLFVVYRDSIPHAAC
2038
5213

2374
1163
11172
2832

2676
10741



85.0011
FVVYRDSIPHAACHK
2039
5085

2122
1194
1851
349

18144
2343



85.0012
NTGLYNLLIRCLRCQ
2040
6743

4759
14
5692
67

222
598



85.0013
IRCLRCQKPLNPAEK
2041
16787

32024
>14662.76
>13725.49
6928

611
>10666.67



85.0014
PRKLHELSSALEIPY
2042
103

213
5990
51
1116

1710
>10666.67



85.0015
EIPYDELRLNCVYCK
2043
>35612.54

>39432.18
>18001.8
858
2084

9047
>62305.3



85.0017
TEVLDFAFTDLTIVY
2044
1432

349
>18001.8
>13059.7
561

110
>62305.3



85.0018
VLDFAFTDLTIVYRD
2045
230

252
7474
3102
645

11294
14839



85.0019
DFAFTDLTIVYRDDT
2046
725

1443
14334
5008
3651

21621
675



85.0020
TIVYRDDTPHGVCTK
2047
>35612.54

>39144.05
>18001.8
6280
5449

>21521.34
>62305.3



85.0021
WYRYSVYGTTLEKLT
2048
107

284
1670
805
421

1039
62



85.0023
ETTIHNIELQCVECK
2049
>35612.54

>39432.18
>18001.8
6282
11191

112
>62305.3



85.0024
SEVYDFAFADLTVVY
2050
1850

174
>18001.8
>13059.7
955

1325
11802



85.0025
VYDFAFADLTVVYRE
2051
7012

155
>18001.8
>13059.7
9446

10720
27275



85.0026
DFAFADLTVVYREGN
2052
1728

322
>18001.8
9627
4915

17973
39785



85.0027
TVVYREGNPFGICKL
2053
10064

2407
>18001.8
>13059.7
13850

16200
48840



85.0028
GNPFGICKLCLRFLS
2054
13916

45631
1084
9737
1139

196
6594



85.0029
NYSVYGNTLEQTVKK
2055
>14602.8

47481
>56657.22
8614
15587

>25108.23
14326



85.0030
KKPLNEILIRCIICQ
2056
7972

13328
1299
965
1870

140
26273



85.0031
NEILIRCIICQRPLC
2057
16901

26483
20827
7174
18927

883
>29761.9



85.0032
IRCIICQRPLCPQEK
2058
>14602.8

40269
6757
7295
25349

510
15154



85.0035
CIVYRDCIAYAACHIC
2059
>14602.8

10186
35566
12898
3847

2578
1912



85.0038
NTELYNLLIRCLRCQ
2060
>14602.8

12528
259
5674
2449

797
854



85.0039
IRCLRCQKPLNPAEK
2061
>14602.8

>32271.94
21581
>9641.87
27591

447
20171



85.0040
REVYKFLFTDLRIVY
2062
54

204
2263
80
258

203
155



85.0041
RIVYRDNNPYGVCIM
2063
8307

24147
3446
119
821

1403
20474



85.0042
NNPYGVCIMCLRFLS
2064
12020

30895
7786
4797
6662

207
7258



85.0043
EERVKKPLSEITIRC
2065
9454

19968
6877
8919
132

2990
7910



85.0044
IRCIICQTPLCPEEK
2066
25186

28062
5461
17444
9766

916
>51020.41



85.0046
EIPLIDLRLSCVYCK
2067
10468

1961
47355
6936
656

861
16853



85.0047
SCVYCKKELTRAEVY
2068
8446

2010
569
23385
4374

673
3197



85.0049
VCLLFYSKVRKYRYY
2069
258

1798
326
309
61

2343
182



85.0050
YYDYSVYGATLESIT
2070
744

1403
9122
8923
1106

32378
>51020.41



85.0052
IRCYRCQSPLTPEEK
2071
13356

>36023.05
6645
>14403.29
480

28659
>51020.41



85.0053
VYDFVFADLRIVYRD
2072
5962

198
12168
79
855

4392
>51020.41



85.0054
DFVFADLRIVYRDGN
2073
9847

1962
6957
162
1253

6709
8433



85.0055
RIVYRDGNPFAVCKV
2074
6638

4962
174
122
81

1606
3148



85.0056
GNPFAVCKVCLRLLS
2075
1034

29300
296
7389
117

126
657



85.0058
KKCLNEILIRCIICQ
2076
16288

3997
7579
731
3176

257
>9925.56



85.0059
NEILIRCIICQRPLC
2077
18947

22062
16056
10184
8177

372
>22909.51



85.0102
RTAMFQDPQERPRKL
2078
32947

>25346.4
1034
17086
73192

20481
7474



85.0110
LFVVYRDSIPHAACH
2079
1998

2855
1582
697
437

3580
7854



85.0114
LTIVYRDDTPHGVCT
2080
>72254.34

>25346.4
15880
1852
27048

16993
>15267.18



85.0123
LCIVYRDCIAYAACH
2081
40121

10660
9886
5662
2269

2881
9738



85.0128
YKFLFTDLRIVYRDN
2082
1516

1255
10122
77
2912

1342
800



85.0132
YNFACTELKLVYRDD
2083
2867

2084
11615
10167
3082

12866
1673



85.0133
LKLVYRDDFPYAVCR
2084
28971

18677
698
699
1877

3828
9156



85.0138
YDFVFADLRIVYRDG
2085
21352

5419
6540
8173
25727

10907
11161



85.0139
LRIVYRDGNPFAVCK
2086
8985

14207
109
123
169

1566
6820



85.0061
HEYMLDLQPETTDLY
2087
>18559.76

21277
>56179.78
12990
30895

2099
>22909.51



85.0062
TLRLCVQSTHVDIRT
2088
3257

6368
17613
932
3957

243
>22909.51



85.0063
IRTLEDLLMGTLGIV
2089
895

1718
1156
789
2181

23
12385



85.0064
LEDLLMGTLGIVCPI
2090
261

1994
8514
1693
229

1800
9475



85.0065
DLLMGTLGIVCPICS
2091
963

2614
>56179.78
1053
1427

4123
16198



85.0066
KATLQDIVLHLEPQN
2092
9094

17726
25948
603
6968

159
>9925.56



85.0067
IDGVNHQHLPARRAE
2093
>18559.76

>39914.85
>56179.78
>11475.41
>36842.11

344
12573



85.0068
LRAFQQLFLNTLSFV
2094
75

174
106
1.01
20

2.2
253



85.0069
FQQLFLNTLSFVCPW
2095
134

2062
10311
9.3
24792

309
17330



85.0070
QDYVLDLQPEATDLH
2096
>18559.76

>39914.85
>11918.95
>11475.41
>62758.62

1851
>22909.51



85.0072
DIRILQELLMGSFGI
2097
1591

282
18982
5796
1625

16
>55096.42



85.0073
IRILQELLMGSFGIV
2098
1998

271
7978
1038
294

17
>55096.42



85.0074
ELLMGSFGIVCPNCS
2099
4183

949
>59171.6
933
1928

206
>55096.42



85.0075
KEYVLDLYPEPTDLY
2100
>72254.34

>49867.02
>59171.6
>14767.93
3171

476
>55096.42



85.0076
LRTIQQLLMGTVNIV
2101
513

181
3641
6.4
265

15
32108



85.0077
IQQLLMGTVNIVCPT
2102
444

156
11062
9.0
2010

166
>55096.42



85.0078
QLLMGTVNIVCPTCA
2103
2947

2209
>59171.6
118
>38396.62

11550
>55096.42



85.0079
RETLQEIVLHLEPQN
2104
25856

19109
7896
11360
16220

95
>55096.42



85.0081
LRTLQQLFLSTLSFV
2105
60

166
208
55
29

3.1
1994



85.0082
LQQLFLSTLSFVCPW
2106
272

152
11693
133
296

22
36943



85.0083
KDYILDLQPETTDLH
2107
>72254.34

>49867.02
>17436.79
23654
>37448.56

490
>55096.42



85.0084
LRTLQQMLLGTLQVV
2108
6909

5077
907
616
1697

88
>46620.05



85.0085
LQQMLLGTLQVVCPG
2109
929

1692
>31645.57
395
1266

1014
29198



85.0086
QMLLGTLQVVCPGCA
2110
3722

2082
>31645.57
874
4144

258
>31446.54



85.0087
VPTLQDVVLELTPQT
2111
>35360.68

>30612.24
>31645.57
14985
12263

1000
>31446.54



85.0088
LQDVVLELTPQTEID
2112
5673

2180
>31645.57
1145
>33090.91

1116
>31446.54



85.0089
QDVVLELTPQTEIDL
2113
2716

1684
>31645.57
10274
>33090.91

1719
>31446.54



85.0090
CKFVVQLDIQSTKED
2114
4547

19282
>31645.57
>11437.91
22851

301
>31446.54



85.0091
VVQLDIQSTKEDLRV
2115
3762

13906
7353
708
5044

226
8690



85.0092
DLRVVQQLLMGALTV
2116
508

1845
667
57
132

9.5
10879



85.0093
LRVVQQLLMGALTVT
2117
82

204
314
8.9
56

7.7
8755



85.0094
VQQLLMGALTVTCPL
2118
71

180
11074
574
526

204
7151



85.0095
QQLLMGALTVTCPLC
2119
743

1170
7657
1223
4461

1470
>31446.54



85.0096
QLLMGALTVTCPLCA
2120
389

303
>31645.57
1817
3761

2224
>31446.54



85.0097
REYILDLHPEPTDLF
2121
7257

29316
4152
13183
>33090.91

316
>31446.54



85.0098
TCCYTCGTTVRLCIN
2122
63

1374
8636
739
3820

891
16033



85.0099
VRTLQQLLMGTCTIV
2123
1820

496
1409
37
1829

139
>15267.18



85.0100
LQQLLMGTCTIVCPS
2124
2098

1638
9447
753
2441

2667
>15267.18



85.0145
MLDLQPETTDLYCYE
2125
>72254.34

>32230.34
>15209.13
>12027.49
>48404.26

20
>15267.18



85.0157
VLDLYPEPTDLYCYE
2126
>72254.34

>32230.34
>15209.13
>12027.49
21591

18
>15267.18



85.0167
LREYILDLHPEPTDL
2127
21989

16462
9827
12365
10949

2040
>40404.04



530.12
HIEFTPTRTDTYACRV
2128
>12500


200000


>7142.86

200000



58.0015
LWWVNNESLPVSPRL
2129












843.01
YEEYVRFDSDVGE
2130
250000


200000




200000



843.02
EEYVRFDSDVGE
2131
250000


200000




200000



9001.0001
APPRLICDSRVLERY
2132
8937
11214
9348
>1111111.11
149
1384
1617
2840
6087



9001.0002
ICDSRVLERYLLEAK
2133
57605
808
>78947.37
2945
20402
85
16159
8550
7295



9001.0003
VLERYLLEAKEAENI
2134
13067
3150
6382
17227
881
269
340
8920
6714



9001.0007
EHCSLNENITVPDTK
2135
32375
6191
>78947.37
>1111111.11
84
12013
8307
52943
6626



9001.0008
NENITVPDTKVNFYA
2136
42846
1850
>78947.37
17921
9338
22568
>38167.94
>38461.54
12214



9001.0009
VPDTKVNFYAWKRME
2137
38622
422
>78947.37
8861
14795
333
>38167.94
23602
449



9001.0010
VNFYAWKRMEVGQQA
2138
40163
35
1238
50
14798
1194
22507
1490
455



9001.0011
WKRMEVGQQAVEVWQ
2139
46062
139
14696
512
159
1812
>42194.09
238
4300



9001.0012
VGQQAVEVWQGLALL
2140
4230
>40511.09
>78947.37
>17241.38
1313
12
>38167.94
3901
>7785.13



9001.0013
VEVWQGLALLSEAVL
2141
6863
13411
8151
5157
4473
58
>38167.94
1334
13794



9001.0014
GLALLSEAVLRGQAL
2142
4606
2000
15148
2578
1216
1939
>38167.94
3.5
105



9001.0015
SEAVLRGQALLVNSS
2143
1087
>63636.36
>78947.37
3484
7.4
151
3997
23
1057



9001.0016
RGQALLVNSSQPWEP
2144
319
29454
8450
7698
3.4
2876
6165
1554
558



9001.0017
LVNSSQPWEPLQLHV
2145
8344
16920
>78947.37
>8163.27
504
2359
18044
3412
10039



9001.0018
QPWEPLQLHVDKAVS
2146
24157
>63636.36
34819
8897
695
12480
1924
103
2929



9001.0019
LQLHVDKAVSGLRSL
2147
3213
801
>78947.37
910
53
2707
1044
31
76



9001.0020
DKAVSGLRSLTTLLR
2148
615
16375
>78947.37
52
187
60
3150
2006
104



9001.0021
GLRSLTTLLRALGAQ
2149
509
14
1136
3.7
871
6.2
12947
283
2.7



9001.0022
TTLLRALGAQKEAIS
2150
4281
652
4607
860
1512
89
33256
251
21



9001.0023
ALGAQKEAISPPDAA
2151
>71225.07
>60214.56
15337
4212
>12411.35
14216
>91743.12
27294
3963



9001.0024
KEAISPPDAASAAPL
2152
6661
6391
5735
601
9272
1201
27203
2988
310



9001.0025
PPDAASAAPLRTITA
2153
24937
>63636.36
8674
2582
10205
1267
10584
182
1117



9001.0026
SAAPLRTITADTFRK
2154
3646
28110
2505
3883
809
858
2111
17
45



9001.0027
RTITADTFRKLFRVY
2155
3448
792
4692
166
95
35
672
1561
93



9001.0028
DTFRKLFRVYSNFLR
2156
10
39
307
11
10
0.95
43687
1029
26



9001.0029
LFRVYSNFLRGKLKL
2157
5.5
28
3508
173
80
2.8
8981
2333
2.9



9001.0030
SNFLRGKLKLYTGEA
2158
3783
1433
8099
192
4730
30
4075
2442
5.7



9001.0031
KLKLYTGEACRTGDR
2159
8082
7683
2860
>17241.38
880
130
17787
20089
636



9001.0032
APPRLITDSRVLERY
2160
629
26382
8391
2750
92
238
710
2263
698



9001.0033
ITDSRVLERYLLEAK
2161
7498
967
>78947.37
5279
>14705.88
18
>42194.09
12401
621



9001.0037
EHTSLNENITVPDTK
2162
37154
>16333.33
>78947.37
>408163.27
13
11082
>42194.09
>29029.03.
5547



9001.0038
KLKLYTGEATRTGDR
2163
8234
2008
>78947.37
4364
841
18
5298
14838
731



1416.01
PQPFRPQQPYPQ
2164







15




1416.02
PFRPQQPYPQ
2165







42




1416.05
PQPFRPQQPYP
2166







14




1416.07
PQPFRPQQP
2167







19




1416.08
KQPFRPQQPYPQ
2168







56




1416.09
PKPFRPQQPYPQ
2169







3.4




1416.12
PQPFKPQQPYPQ
2170







19




1416.13
PQPFRKQQPYPQ
2171







22




1416.15
PQPFRPQKPYPQ
2172







22




1416.17
PQPFRPQQPKPQ
2173







325




1416.18
PQPFRPQQPYKQ
2174







35




1416.19
PQPFRPQQPYPK
2175







22




1416.20
QFLGQQQPFPPQ
2176







2.8




1416.21
FLGQQQPFPPQ
2177







31




1416.22
LGQQQPFPPQ
2178







151




1416.24
QFLGQQQPFPP
2179







2.3




1416.26
QFLGQQQPF
2180







5.3




1416.27
IRNLALQTLPAMCNVY
2181







1.9




1416.28
NLALQTLPAMCNVY
2182







27




1416.29
LALQTLPAMCNVY
2183







153




1416.31
IRNLALQTLPAM
2184







2.0




1416.32
IRNLALQTLP
2185







3.0




F160.05
EGDAFELTVSCQGGLPK
2186












F167.02
ESTGMTPEKVPVSEVMGT
2187
>31250



>17500


>64444.44




9000.0001
FPTIPLSRLFDNASL
2188
3175
4969
9876
30675
7495
1390
2585
194
5799



9000.0002
RLFDNASLRAHRLHQ
2189
1921
14985
23832
12461
84
85
11411
3210
557



9000.0003
LRAHRLHQLAFDTYQ
2190
123
5621
15115
3208
7590
90
19811
2.0
4471



9000.0004
QLAFDTYQEFEEAYI
2191
2580
>33333.33
>59523.81
>15384.62
15167
23166
595
11495
>38610.04



9000.0005
QEFEEAYIPKEQKYS
2192
31344
>33333.33
>59523.81
12821
>15837.1
>15582.19
>54554.47
>41134.75
5418



9000.0006
IPKEQKYSFLQNPQT
2193
8305
13553
79800
>15384.62
13695
16207
30572
55587
13118



9000.0007
SFLQNPQTSLCFSES
2194
48620
>33333.33
93856
>15384.62
190
6513
93809
21651
>9647.76



9000.0008
TSLCFSESIPTPSNR
2195
1064
>33333.33
4395
>15384.62
99
1944
3920
1883
>38610.04



9000.0010
REETQQKSNLELLRI
2196
51179
22467
9680
>15384.62
15709
9736
>270270.27
52
25133



9000.0011
SNLELLRISLLLIQS
2197
642
>33333.33
3422
23669
196
59
>91901.83
147
50110



9000.0012
ISLLLIQSWLEPVQF
2198
83
>33333.33
6247
2675
120
60
6765
2.5
>9960.16



9000.0013
SWLEPVQFLRSVFAN
2199
589
3416
3998
2715
4322
136
>270270.27
291
4815



9000.0014
FLRSVFANSLVYGAS
2200
16
13436
15127
973
5.6
13
157978
814
141



9000.0015
NSLVYGASDSNVYDL
2201
201
>33333.33
3896
>15384.62
14038
3640
11769
1792
>13046.31



9000.0016
SDSNVYDLLKDLEEG
2202
182355
>33333.33
>59523.81
>15384.62
>17857.14
>30536.91
219298
>137767.22
>13046.31



9000.0018
GIQTLMGRLEDGSPR
2203
18952
>33333.33
37821
4474
10433
1348
186220
2110
18006



9000.0019
RLEDGSPRTGQIFKQ
2204
35120
>33333.33
>59523.81
7896
>17857.14
9106
18119
296
12580



9000.0020
RTGQIFKQTYSKFDT
2205
46
16432
8515
6961
66
155
14736
201
64



9000.0021
QTYSKFDTNSHNDDA
2206
54569
7726
31341
>15384.62
>17857.14
25883
38715
>137767.22
5787



9000.0022
TNSHNDDALLKNYGL
2207
245523
>33333.33
>59523.81
>15384.62
5169
133
130378
>137767.22
>13046.31



9000.0023
ALLKNYGLLYCFRKD
2208
11915
>33333.33
676
>15384.62
10
17
2309
1230
462



9000.0025
DMDKVETFLRIVQCR
2209
10484
1673
16127
885
1232
201
>27322.4
826
7447



9000.0026
FLRIVQCRSVEGSCGF
2210
7199
7262
5311
2708
1017
839
>27322.4
1078
7102



9000.0027
FPTIPLSRLFDNAML
2211
5529
1051
14964
46404
9313
2770
121212
216
11521



9000.0028
RLFDNAMLRAHRLHQ
2212
3297
212
>59523.81
267
738
18
>270270.27
1628
58



9000.0029
QLAFDTYQEFEQNPQ
2213
21064
>33333.33
>59523.81
>15384.62
19718
>86666.67
738
>32842.58
>9510.22



9000.0031
SFLQNPQTSLCCFRK
2214
7026
7069
3082
3801
128
103
>270270.27
8500
3739



9000.0033
SNLELLRICLLLIQS
2215
1222
19782
3970
>15384.62
773
90
17024
164
>11771.33



9000.0034
ICLLLIQSWLEPVQF
2216
643
>33333.33
>59523.81
>15384.62
954
1771
187970
49
>9510.22



9000.0035
NSLVYGASDSNIYDL
2217
297
>33333.33
>59523.81
>15384.62
10854
971
31616
3287
>9510.22



9000.0036
SDSNIYDLLKDLEEG
2218
>85034.01
>33333.33
50134
>15384.62
>16203.7
>86666.67
>18726.59
24259
>9510.22



9000.0037
DKVETFLRIVQCCGF
2219
697
581
4080
1023
1034
383
6278
184
6350



9000.0038
SFLQNPQTSLTFSES
2220
6197
>33333.33
17714
>15384.62
121
1511
864
17824
12365



9000.0039
TSLTFSESIPTPSNR
2221
682
17602
2461
22152
16
176
>95238.1
3476
>1335.38



9000.0040
ALLKNYGLLYTFRKD
2222
5923
3616
2628
1737
0.89
6.5
50
1335
29



9000.0041
LLYTFRKDMDKVETF
2223
53362
10448
>59523.81
7905
>14522.82
886
941
12493
154



9000.0042
DMDKVETFLRIVQTR
2224
436
183
51511
206
3381
>86666.67
13712
190
1263



9000.0043
FLRIVQTRSVEGSTGF
2225
9.8
445
778
143
1.5
9.8
27345
21
116



1533.01
HLDMLRHLYQGCQVV
2226
27027
5384
12508
2076
2879
359
107066
163
7087



1533.03
RLRIVRGTQLFEDNYAL
2227
12
6325
1834
2072
5.2
31
1198
120
46



1533.04
GVGSPYVSRLLGICL
2228
190
1317
2614
696
955
46
148588
316
14197



1533.06
TLERPKTLSPGKNGV
2229
25988
>75384.62
>300000
>52631.58
835
23264
>263157.89
25739
11337



1533.07
KIFGSLAFLPESFDGDPA
2230
377
>75384.62
15796
>52631.58
1073
2264
43745
10020
8008



1533.08
ELVSEFSRMARDPQ
2231
21259
4082
91575
4573
>71428.57
7891
15838
970
4055



F196.02
GEALSTLVLNRLKVG
2232
3191
192
20167
79
29
269

1023
46



F196.04
AYVLLSEKKISSIQS
2233
3848
27
3338
51
816
489

902
4517



F196.06
VASLLTTAEVVVTEI
2234
369
>118357.49
1955
>18674.14
>10294.12
>50837.99

>26435.73
>119047.62



F196.07
KCEFQDAYVILLSEKK
2235
336
489
185
1078
>10294.12
>47643.98

>19594.59
20



F196.10
ALSTLVLNRLKVGLQ
2236
647
4.0
2166
9.1
4.6
191

17
3.9



9001.0039
MSYNLLGFLQRSSNC
2237
1060
3421
3646
3628
1190
89
>42194.09
6503
710



9001.0040
LGFLQRSSNCQCQKL
2238
767
218
3729
6025
112
1397
>42194.09
1167
649



9001.0041
RSSNCQCQKLLWQLN
2239
9689
4530
74405
>408163.27
6153
802
3519
21
6981



9001.0042
QCQKLLWQLNGRLEY
2240
3702
2519
4669
1644.
227
175
8709
209
924



9001.0043
LWQLNGRLEYCLKDR
2241
10586
>16333.33
5206
4215
808
893
29028
15576
3241



9001.0044
GRLEYCLKDRRNFDI
2242
12108
1318
25159
1707
1240
940
5213
15870
64725



9001.0046
RNFDIPEEIKQLQQF
2243
47893
>144117.65
>77319.59
7326
>15418.5
2036
23832
311
6854



9001.0047
PEEIKQLQQFQKEDA
2244
49505
11908
>77319.59
1953
13325
1873
>26315.79
215
675



9001.0048
QLQQFQKEDAAVTIY
2245
500
4862
55351
>408163.27
68
1724
348
1338
4270



9001.0049
QKEDAAVTIYEMLQN
2246
45455
>144117.65
5989
>408163.27
7315
1146
>42194.09
15173
>10482.18



9001.0050
AVTIYEMLQNIFAIF
2247
267
6873
4540
29718
109
262
2828
1118
14047



9001.0051
EMLQNIFAIFRQDSS
2248
3313
10429
9738
36832
61
1718
726
164
3187



9001.0052
IFAIFRQDSSSTGWN
2249
1186
4725
970
4558
775
204
2181
30
109290



9001.0053
RQDSSSTGWNETIVE
2250
36320
15135
9075
>42553.19
848
>189583.33
9172
1497
8650



9001.0054
STGWNETIVENLLAN
2251
3960
>144117.65
>77319.59
20576
105
897
>26315.79
166
5822



9001.0055
ETIVENLLANVYHQR
2252
21681
>144117.65
8151
>42553.19
8.5
1603
>42194.09
2503
18559



9001.0056
NLLANVYHQRNHLKT
2253
8000
453
4160
8258
61
20
>123456.79
3071
65



9001.0057
VYHQRNHLKTVLEEK
2254
6180
2101
>77319.59
22002
1267
1662
>123456.79
9585
4.7



9001.0060
LEKEDFTRGKRMSSL
2255
946
804
>77319.59
698
25362
14118
6267
16057
4903



9001.0061
FTRGKRMSSLHLKRY
2256
136
553
10925
81
10245
118
18836
2027
84



9001.0062
RMSSLHLKRYYGRIL
2257
283
277
14964
1035
2532
1.3
>26178.01
2255
491



9001.0063
HLKRYYGRILHYLKA
2258
214
237
2896
2721
868
0.69
6608
22
2.3



9001.0064
YGRILHYLKAKEDSH
2259
900
704
7577.
812
2783
16
454545
140
39



9001.0065
HYLKAKEDSHCAWTI
2260
581
34851
>77319.59
>60606.06
11571
627
301205
7501
2632



9001.0066
KEDSHCAWTIVRVEI
2261
30
40000
2937
9320
506
1397
>1754385.96
7.9
4056



9001.0067
CAWTIVRVEILRNFY
2262
746
43672
757
4167
147
196
10300
152
4143



9001.0068
VRVEILRNFYVINRL
2263
14
3585
485
504
5.8
1.04
80386
187
485



9001.0069
RNFYVINRLTGYLRN
2264
527
167
7600
55
9.4
18
689
1249
5.6



9001.0070
MSYNLLGFLQRSSNT
2265
8867
900
8972
3069
1334
6.8
51787
4660
9.0



9001.0071
LGFLQRSSNTQTQKL
2266
420
939
1345
26247
21
2331
>1754385.96
1041
339



9001.0072
RSSNTQTQKLLWQLN
2267
27678
1283
>77319.59
>42553.19
169
2740
751
26
8545



9001.0073
QTQKLLWQLNGRLEY
2268
3099
2042
2083
20654
121
20
6582
88
417



9001.0074
LWQLNGRLEYTLKDR
2269
20198
43286
16619
6521
2447
853
4402
14310
6004



9001.0075
GRLEYTLKDRRNFDI
2270
4961
4917
>77319.59
4998
1468
168
9901
21427
796



9001.0077
HYLKAKEDSHTAWTI
2271
801
8526
10140
>60606.06
2264
529
35829
11750
19617



9001.0078
KEDSHTAWTIVRVEI
2272
35
>79032.26
6079
7443
3046
1992
56205
18
575



9001.0079
TAWTIVRVEILRNFY
2273
29
57243
404
5052
72
242
14419
26
518



9001.0080
LGFLQRSSNCQSQKL
2274
305
405
13167
604
131
541
>1754385.96
124
508



9001.0081
RSSNCQSQKLLWQLN
2275
8922
6943
4062
>60606.06
1960
2962
68823
27
4077



9001.0082
QSQKLLWQLNGRLEY
2276
1166
991
5920
>60606.06
155
108
5609
166
402



9000.0044
GIVEQCCTSICSLYQ
2277
>79872.2
>10047.16
13855
7940
239
1280
14353
4245
>37593.98



9000.0046
TSICSLYQLENYCN
2278
>85616.44
>54444.44
>63025.21
>10526.32
>15021.46
837
8048
13496
>40322.58



9000.0053
GILEQCCTSICSLYQ
2279
54113
>54444.44
16714
>10526.32
858
1097
>18726.59
5871
19231



9000.0054
GIVEQTTTSITSLYQ
2280
788
>54444.44
13304
>10526.32
14
849
>95238.1
2303
>37593.98



9000.0055
EQTTTSITSLYQLEN
2281
2230
>54444.44
17381
>10526.32
16949
1078
>18726.59
29614
48505



9000.0056
TSICSLYQLENYCG
2282
247525
>54444.44
>83333.33
>10526.32
10346
173
>95238.1
1645
>40322.58



9000.0057
TSITSLYQLENYTN
2283
6055
26791
9947
1095
>17073.17
99
>95238.1
3245
6048



9000.0058
TSITSLYQLENYTG
2284
8371
14562
46268
1014
>17073.17
182
92336
1658
16073



9000.0059
GIVEQCCCGSHLVEA
2285
41276
>54444.44
>63025.21
>10526.32
15347
237
14184
11017
>43290.04



9000.0060
SLYQLENYCCGERGF
2286
12308
>54444.44
>83333.33
>1111111.11
>15909.09
151
92336
30978
>43290.04



9000.0064
CCTSICSLYQLENYCC
2287
35604
>54444.44
29845
>1111111.11
7096
877
>18726.59
1582
>40650.41



9000.0065
GSHLVEALYLVCCN
2288
302
>54444.44
37166
>1111111.11
3259
11191
>18726.59
14065
>46403.71



9000.0066
CCGSHLVEALYLVCC
2289
1822
>54444.44
>63025.21
>10526.32
6027
12986
>18726.59
11357
>43290.04



9000.0047
FVNQHLCGSHLVEAL
2290
6791
>54444.44
>63025.21
>1111111.11
10595
1195
>95238.1
3153
47170



9000.0048
QHLCGSHLVEALYLV
2291
86
>54444.44
7422
>10526.32
7624
103
14819
1480
32049



9000.0049
GSHLVEALYLVCGER
2292
560
>54444.44
5386
>10526.32
8030
1350
>18726.59
372
29283



9000.0050
VEALYLVCGERGFFY
2293
3869
24623
2233
3563
4403
181
4443
30
25543



9000.0051
YLVCGERGFFYTPKT
2294
64644
>54444.44
1520
>10526.32
9272
10655
92764
34450
95238



9000.0067
FVNQHLCGSDLVEAL
2295
38662
>54444.44
>63025.21
>1111111.11
20248
9679
10031
24511
>43290.04



9000.0068
FVNQHLTGSHLVEAL
2296
15
>54444.44
41482
>10526.32
12413
799
94518
4084
>43290.04



9000.0070
QHLTGSHLVEALYLV
2297
38
>54444.44
42312
>10526.32
6862
184
4027
939
23716



9000.0072
GSHLVEALYLVTGER
2298
553
>54444.44
>63025.21
>10526.32
12185
1429
18215
225
11398



9000.0073
VEALYLVCGERGSFY
2299
6485
>54444.44
6311
>10526.32
4288
1240
>95238.1
129
804



9000.0074
VEALYLVCGERGFLY
2300
5351
10565
3063
55402
1871
149
843
19
5149



9000.0075
VEALYLVTGERGFFY
2301
195
1224
683
4860
1076
116
17156
13
78



9000.0077
YLVCGERGFLYTPKT
2302
12842
>54444.44
124
>1111111.11
2120
>25633.8
>95238.1
33114
971



9000.0078
YLVCGERGFFYTDKT
2303
92272
>54444.44
317
>60606.06
1014
>25633.8
616
48099
>28449.5



9000.0079
YLVCGERGFFYTKPT
2304
969
>54444.44
1673
>60606.06
3467
>25633.8
12805
40379
>28449.5



9000.0080
YLVTGERGFFYTPKT
2305
7737
29236
6295
7625
2100
>25633.8
13737
20721
>28449.5



9000.0081
YLVTGERGFFYTDKT
2306
5328
>25789.47
2909
16849
17353
>25633.8
359
30824
>28449.5



9000.0082
YLVTGERGFFYTKPT
2307
78
4304
195313
9341
17869
>21016.17
9573
27915
11926



9000.0083
VCGERGFFYTPKTRR
2308
5494
419
14379
3817
34669
>25633.8
17416
>30999.47
92



9000.0085
VTGERGFFYTPKTRR
2309
27824
9407
>300000
10116
25362
2824
243902
>29820.05
540



68.0001
MWDLVLSIALSVGCT
2310
3032
23046
1727
81096
108
11375
15205
158
70711



68.0002
DLVLSIALSVGCTGA
2311
4029
>245000
2200
>200000
98
18200
>14918.69
459
>100000



68.0003
HPQWVLTAAHCLKKN
2312
563
1693
822
981
483
1219
8114
1106
11



68.0004
QWVLTAAHCLKKNSQ
2313
3402
98000
4813
14213
>35000
>45500
>14918.69
14395
382



68.0005
GQRVPVSHSFPHPLY
2314
629
>245000
102
>200000
703
3960
>14918.69
9860
>200000



68.0006
RVPVSHSFPHPLYNM
2315
101
100021
97
>200000
377
5518
>14918.69
9213
11650



68.0007
PHPLYNMSLLKHQSL
2316
20691
3315
1592
6455
3307
3873
>14918.69
49
1901



68.0008
HPLYNMSLLKHQSLR
2317
1282
382
199
248
546
472
>14918.69
8.4
219



68.0009
NMSLLKHQSLRPDED
2318
20620
26496
96825
25820
>35000
>30333.33
>14918.69
105
>100000



68.0010
SHDLMLLRLSEPAKI
2319
106
1327
112
5267
1.8
365
5361
10
2031



68.0011
HDLMLLRLSEPAKIT
2320
109
544
43
1147
0.83
115
488
12
211



68.0015
PEEFLRPRSLQCVSL
2321
5156
2207
5839
10675
11667
3193
>14413.38
117
57537



68.0016
PRSLQCVSLHLLSND
2322
2217
6107
28307
11128
3731
1597
11650
544
46416



68.0017
NGVLQGITSWGPEPC
2323
2285
52234
50111
32444
>17500
835
>14413.38
5761
>100000



68.0018
KPAVYTKVVHYRKWI
2324
2401
53
3677
327
1947
401
7186
4581
23



68.0140
LHLLSNDMCARAYSE
2325
27685
50230
59904
26012
1876
>2367.33
1308
324
28817



58.0114
VGNWQYFFPVIFSKA
2326
100











F160.12
ESEFQAALSRKVAKL
2327












F160.28
IGHLYIFATCLGLSYDGL
2328












F160.30
VGNWQYFFPVIFSKASDSLQLVFGIELMEVD
2329












F160.06
PAYEKLSAEQSPPPY
2330












F160.08
RNGYRALMDKSLHVGTQCALTRR
2331












613.01
FFKNIVTFFKNIVT
2332
>12500











825.08
YKSAHKGFKGVDAQGTLSKI
2333
108


2000




1333
2065


825.09
VDAQGTLSKIFKLGGRDSRS
2334
1171


18


769

6667
1152


825.10
AC-ASQKRPSQRHGSKYLATAST
2335
2362


200000




200000
4561


F006.15
ENPVVHFFKNIVTPR
2336





5.2


463



F006.21
ENPVVAFFKNIVTPR
2337





2.8


302



F006.22
ENPVVHAFKNIVTPR
2338





4.1


910



F006.24
ENPVVHFFANIVTPR
2339





2.9


6235



F006.30
ENPVVHFFKNIVTPA
2340





2.5


3333



F006.31
NPVVHFFKNIVT
2341





23


10000



F006.321
HFFKNIVTPRTPPY
2342





460


377



F006.34
NPVVHFFKNIVTPR
2343





3.7


1890



F189.01
LPVPGVLLKEFTVSGNILTI
2344
57


216
52
84

349
1840



F189.02
WITQCFLPVFLAQPPSGQRR
2345
74162


13208
23649
726

688
286



F189.03
DHRQLQLSISSCLQQLSLLM
2346
736


>98522.17
69
67

532
63772



F189.04
YLAMPFATPMEAELARRSLA
2347
526


3754
2813
865

1965
641



68.0019
AAPLLLARAASLSLG
2348
160
30
64
100
3.2
35
10470
79
79



68.0020
APLLLARAASLSLGF
2349
59
76
124
322
12
91
13359
59
114



68.0021
PLLLARAASLSLGFL
2350
162
37
58
1255
12
118
>9742.79
52
151



68.0022
SLSLGFLFLLFFWLD
2351
22727
>122500
24620
100000
639
11375
3710
>10955.8
66667



68.0023
LLFFWLDRSVLAKEL
2352
135
163
518
154
24
34
86
7.5
134



68.0024
DRSVLAKELKFVTLV
2353
2016
15815
4719
20966
4410
1359
>14413.38
53
2217



68.0025
AKELKFVTLVFRHGD
2354
606
1953
2355
12309
824
1529
8563
51
24



68.0026
RSPIDTFPTDPIKES
2355
>62500
>245000
6124
>200000
>35000
2373
>14413.38
469
28571



68.0028
FGQLTQLGMEQHYEL
2356
>62500
109567
>187500
27217
>35000
>22750
>14413.38
543
100000



68.0030
DRTLMSAMTNLAALF
2357
383
2362
222
2367
114
871
3927
57
26138



68.0031
MSAMTNLAALFPPEG
2358
36084
73870
>187500
>200000
249
12384
7158
1072
63246



68.0032
MTNLAALFPPEGVSI
2359
>125000
39231
22822
141421
1310
10370
>8829.24
4606
141421



68.0033
PEGVSIWNPILLWQP
2360
15030
28577
103096
30861
444
7.2
4624
107
22222



68.0034
GVSIWNPILLWQPIP
2361
4992
11008
3985
10287
207
5.0
4428
492
523



68.0035
WNPILLWQPIPVHTV
2362
521
115494
607
19640
2259
14
>8829.24
81
100000



68.0036
NPILLWQPIPVHTVP
2363
41
12999
575
599
250
4.6
>8829.24
67
25000



68.0037
PILLWQPIPVHTVPL
2364
46
21244
168
4041
567
6.9
>8829.24
106
41491



68.0038
ILLWQPIPVHTVPLS
2365
19
13091
131
2343
1111
65
>8829.24
712
28768



68.0039
WQPIPVHTVPLSEDQ
2366
159
>81666.67
17518
>66666.67
2692
>45500
>8829.24
1228
>100000



68.0040
LSGLHGQDLFGIWSK
2367
>35714.29
>81666.67
>125000
30151
>35000
32173
>8829.24
135
81650



68.0041
YDPLYCESVHNFTLP
2368
838
30867
643
30151
>35000
2136
>8829.24
6901
28768



68.0042
LPSWATEDTMTKLRE
2369
>35714.29
>81666.67
>125000
>66666.67
>35000
>45500
5973
>11134.57
343



68.0043
LRELSELSLLSLYGI
2370
4010
9368
1614
6958
3218
235
>14956.63
544
5185



68.0044
LSELSLLSLYGIHKQ
2371
20906
1186
1450
1657
1253
45
>13046.31
79
7.3



68.0045
LSLLSLYGIHKQKEK
2372
>35714.29
1637
4959
742
>35000
58
>14956.63
772
3.4



68.0046
KSRLQGGVLVNEILN
2373
2838
>81666.67
5516
>66666.67
318
>30333.33
>14956.63
713
>100000



68.0047
GGVLVNEILNHMKRA
2374
29463
3239
54411
255
49
576
8124
5.8
8.7



68.0048
IPSYKKLIMYSAHDT
2375
1946
60
351
53
2122
17
9982
12
191



68.0049
YKKLIMYSAHDTTVS
2376
292
309
107
208
37
15
13224
5.8
5482



68.0050
LIMYSAHDTTVSGLQ
2377
731
24812
813
>66666.67
1752
184
6828
4381
>100000



68.0051
DTTVSGLQMALDVYN
2378
14706
>245000
2876
>50000
3500
1042
10843
961
>200000



68.0052
ALDVYNGLLPPYASC
2379
>83333.33
588
86603
182
>35000
1091
>14956.63
>10090.47
115470



68.0053
LDVYNGLLPPYASCH
2380
>83333.33
404
31277
194
>35000
3035
>14956.63
>10918.67
25820



68.0054
YNGLLPPYASCHLTE
2381
>83333.33
14027
8022
5300
11667
252
>14956.63
>10918.67
100000



68.0056
FAELVGPVIPQDWST
2382
24056
>245000
39472
>50000
>35000
>45500
>14956.63
983
>200000



68.0147
TVPLSEDQLLYLPFR
2383
11313
42162
37369
26455
5300
>2367.33
4323
872
27221



68.0153
LTELYFEKGEYFVEM
2384
13062
18841
26949
>18903.59
3157
>2367.33
124
601
6655



68.0156
GPVIPQDWSTECMTT
2385






20295
961




868.01
QAHSLERVCHCLGKWLGHPDK
2386
>250000


2857




2500



F025.03
WITCQSIAFPSKTSASIGSL
2387



40000

277
37450
505
400



F025.05
QKGRGYRGQHQAHSLERVCH
2388



30151

>9100
>500000
17951
9759



F025.08
AATYNFAVLKLMGRGTKF
2389



17

239
70014
1218
18



F050.01
VATGLCFFGVALFCGCGHEA
2390



33333


117851
193333




K-09
FLYGALLLAEGFYTTGAVRQ
2391





45


256



K-18
SAVPVYIYFNTWITCQSIAF
2392





92


20000



68.0058
TLSVTWIGAAPLILS
2393
16
840
.5.4
6860
642
97
6031
3506
31



68.0059
SVTWIGAAPLILSRI
2394
83
139
30
2196
420
147
13676
42
104



68.0060
VTWIGAAPLILSRIV
2395
195
731
82
1779
2339
552
>10729.61
88
147



68.0061
SQPWQVLVASRGRAV
2396
385
386
.621
135
32
11259
>12116.81
7562
84



68.0062
GRAVCGGVLVHPQWV
2397
3582
>245000
8069
>50000
5456
12888
>12116.81
62
100000



68.0063
GVLVHPQWVLTAAHC
2398
153
1931
365
263
2427
66
>10729.61
6.2
1062



68.0064
HPQWVLTAAHCIRNK
2399
283
1305
107
785
1170
6500
1324
5518
40



68.0065
QWVLTAAHCIRNKSV
2400
214
2598
967
2169
2062
13565
7342
3802
35



68.0066
AHCIRNKSVILLGRH
2401
2573
104
715
93
75
88
4752
8.7
3630



68.0067
SVILLGRHSLFHPED
2402
26088
500
5216
96
96
106
13045
4411
16116



68.0068
VILLGRHSLFHPEDT
2403
30625
737
18520
344
543
426
>12116.81
10696
100000



68.0069
GQVFQVSHSFPHPLY
2404
27
548
33
103
146
2172
1071
416
128



68.0070
VFQVSHSFPHPLYDM
2405
51
8751
17
881
83
2396
23433
>12491.92
897



68.0071
PHPLYDMSLLKNRFL
2406
10699
29813
12836
>50000
11667
712
>13533.63
7486
3104



68.0072
SHDLMLLRLSEPAEL
2407
58
3538
64
4471
5.8
1099
13577
12
100000



68.0073
HDLMLLRLSEPAELT
2408
152
3914
22
2141
2.3
662
5305
45
10541



68.0074
TDAVKVMDLPTQEPA
2409
>41666.67
20875
>107142.86
>50000
>35000
>45500
>13533.63
747
>200000



68.0077
LHVISNDVCAQVHPQ
2410
17451
>122500
32671
>50000
239
22750
1887
1087
>200000



68.0078
CAQVHPQKVTKFMLC
2411
32275
8731
34893
18490
2192
809
>13533.63
604
1229



68.0079
GGPLVCNGVLQGITS
2412
>35714.29
9334
16308
1828
36
30333
>6567.28
815
13417



68.0080
GPLVCNGVLQGITSW
2413
4893
4187
32640
915
49
6310
11615
646
6537



68.0081
NGVLQGITSWGSEPC
2414
485
5874
819
9724
775
258
8038
4487
11619



68.0082
RPSLYTKVVHYRKWI
2415
652
39
5484
350
4183
717
2982
4897
13



68.0158
HSLFHPEDTGQVFQV
2416






553
11503




68.0083
PRWLCAGALVLAGGF
2417
766
26531
1439
>40000
20207
15167
13150
883
40825



68.0084
LGFLFGWFIKSSNEA
2418
2261
1421
1701
7303
10104
355
681
9285
461



68.0085
LDELKAENIKKFLYN
2419
7470
1248
12778
324
597
414
548
788
150



68.0086
IKKFLYNFTQIPHLA
2420
29
512
160
137
27
305
477
96
658



68.0087
KFLYNFTQIPHLAGT
2421
30
415
54
91
221
227
10212
256
1600



68.0088
WKEFGLDSVELAHYD
2422
3511
19971
7052
4935
8413
22750
829
5925
89443



68.0089
LAHYDVLLSYPNKTH
2423
3617
415
1009
380
268
82
1406
589
172



68.0090
GNEIFNTSLFEPPPP
2424
>35714.29
>163333.33
10415
>40000
2804
>91000
>13164.82
835
>200000



68.0096
GKVFRGNKVKNAQLA
2425
2350
4121
31277
894
46
3373
7591
7884
1385



68.0097
GNKVKNAQLAGAKGV
2426
>83333.33
28904
7882
>66666.67
>35000
>45500
>12462.61
1065
1218



68.0100
EYAYRRGIAEAVGLP
2427
70
596
67
2590
5217
>45500
8773
6325
1204



68.0101
AEAVGLPSIPVHPIG
2428
2015
>490000
23102
>66666.67
5456
56
>11848.34
12394
69336



68.0102
AVGLPSIPVHPIGYY
2429
1080
4432
15377
33333
1191
518
>11848.34
5387
38517



68.0103
IGYYDAQKLLEKMGG
2430
>83333.33
8236
47246
>28571.43
5729
1978
17305
13588
506



68.0105
TGNFSTQKVKMHIHS
2431
9407
10282
1450
11856
6187
3745
>11848.34
508
1927



68.0107
TRIYNVIGTLRGAVE
2432
4806
70
2900
45
1460
1605
17550
447
32



68.0109
ERGVAYINADSSIEG
2433
34021
>163333.33
25516
>50000
3689
30333
6846
87
200000



68.0110
GVAYINADSSIEGNY
2434
6244
23360
3048
>40000
497
7610
1420
477
66667



68.0111
DSSIEGNYTLRVDCT
2435
14458
>163333.33
>187500
>50000
7.6
1202
576
1262
16824



68.0112
NYTLRVDCTPLMYSL
2436
24597
6323
48412
7116
9.0
5056
25
404
66667



68.0113
CTPLMYSLVHNLTKE
2437
140
223
249
590
260
426
18348
58
36



68.0114
DFEVFFQRLGIASGR
2438
21926
122
2005
128
10069
10249
30745
4.2
3559



68.0115
EVFFQRLGIASGRAR
2439
5311
6.3
2976
31
17500
4556
>15037.59
51
7.9



68.0116
TNKFSGYPLYHSVYE
2440
30853
614
741
33333
>35000
489
>21853.15
12466
2942



68.0117
YDPMFKYHLTVAQVR
2441
158
172
179
252
1014
1348
8137
553
62



68.0118
DPMFKYHLTVAQVRG
2442
168
43
258
69
699
230
7297
467
11



68.0119
MFKYHLTVAQVRGGM
2443
72
70
266
147
1615
1198
3648
1062
5.8



68.0120
KYHLTVAQVRGGMVF
2444
228
1519
5860
859
193
1222
>21853.15
3446
86



68.0121
VAQVRGGMVFELANS
2445
4449
>98000
499
>50000
2802
117
>21853.15
100
64366



68.0122
RGGMVFELANSIVLP
2446
41
8682
33
>50000
4.4
94
132
411
413



68.0123
GMVFELANSIVLPFD
2447
30
4995
81
>50000
12
83
234
4154
903



68.0124
VFELANSIVLPFDCR
2448
39
36123
50
11765
24
477
128
1215
10815



68.0125
ADKIYSISMKHPQEM
2449
4098
1136
3512
169
4957
8273
>21853.15
3550
26726



68.0126
IYSISMKHPQEMKTY
2450
11573
1357
12293
213
>35000
5025
>21853.15
5356
2588



68.0127
PQEMKTYSVSFDSLF
2451
1192
>98000
1981
>50000
24749
919
14564
579
100000



68.0128
TYSVSFDSLFSAVKN
2452
346
2256
526
5981
5888
3223
8547
10461
61



68.0130
VLRMMNDQLMFLERA
2453
17334
1700
10684
2353
130
127
98
88
85



68.0131
LRMMNDQLMFLERAF
2454
17507
2492
4601
1833
1314
1411
1570
50
758



68.0133
RHVIYAPSSHNKYAG
2455
31250
11667
481
13363
8750
1291
>62814.07
5293
88



68.0134
RQIYVAAFTVQAAAE
2456
292
36
91
35
524
166
6808
47
143



68.0135
QIYVAAFTVQAAAET
2457
324
102
65
34
344
252
1324
50
216



68.0136
VAAFTVQAAAETLSE
2458
793
1420
127
2126
446
18200
2116
464
378



68.0165
YISIINEDGNEIFNT
2459
23719
>122500
83056
>18903.59
346
2713
30
3705
72993



68.0166
ISIINEDGNEIFNTS
2460
>23105.36
>122500
>52337.75
>18903.59
343
3006
35
6394
>37807.18



68.0167
EDFFKLERDMKINCS
2461
8550
1439
>52337.75
10433
3188
>3490.6
4036
7886
3494



68.0168
FFKLERDMKINCSGK
2462
>23105.36
8109
>52337.75
9687
382
>3490.6
4918
98
3796



68.0170
GVILYSDPADYFAPG
2463
7848
106291
2473
>18903.59
39
965
8.8
64
14168



68.0173
GAAVVHEIVRSFGTL
2464






788
89




68.0176
NSRLLQERGVAYINA
2465
7997
3224
2616
12812
327
1229
3366
699
3473



68.0177
VAYINADSSIEGNYT
2466
9745
105832
5467
>18903.59
2147
>3490.6
471
841
>37807.18



68.0181
DQLMFLERAFIDPLG
2467






17115
6.6




605.04
KSNFLNCYVSGFHPSD.
2468
8333


5000




2857



725.01
AC-NPDAENWNSQFEILEDAA
2469

>25000

>33333.33
>10000
>10000
1000

50000



F071.31
EYLILSARDVLAVVS
2470



6860

2340

2527
4154



829.01
YKTIAYDEEARR
2471
250000


200000

>91000
>50000

200000



F196.01
GEALSTLVVNKIRGT
2472
2325
383
40840
977
55
2314

1514
108



F196.03
PYILLVSSKVSTVKD
2473
38
12
134
112
7.2
22

107
32



F196.05
EAVLEDPYILLVSSK
2474
933
1666
15032
4376
>10294.12
>50837.99

>26435.73
357



F196.08
IAGLFLTTEAVVADK
2475
230
3893
409
867
>10294.12
>50837.99

>26435.73
606



F196.09
ALSTLVVNKIRGTFK
2476
396
20
18035
32
7.6
160

214
38



27.0404
MKHILYISFYFILVN
2477
1250
15558

2082




>9523.81



1298.09
KSLLSTNLPYGRTNL
2478
50000











100.0011
HFFLFLLYILFLVKM
2479
42443
19641


84
21473

1064
10083



100.0012
LFLLYILFLVKMNAL
2480
4868
10869


129
30829

1290
32446



100.0013
ILFLVKMNALRRLPV
2481
56
19


0.13
1.4

7.6
14



100.0014
MNALRRLPVICSFLV
2482
488
265


15
36

5.7
2557



100.0015
SAFLESQSMNKIGDD
2483
523
21493


52
18689

302
243



100.0016
LKELIKVGLPSFENL
2484
542
1493


147
361

110
41322



100.0017
FENLVAENVKPPKVD
2485
120215
>25025.54


3029
>50837.99

9297
62661



100.0019
PATYGIIVPVLTSLF
2486
139
181


0.83
2557

118
52



100.0020
YGIIVPVLTSLFNKV
2487
60
793


0.30
223

97
80



100.0034
LLKIWICNYMKIMNHL
2488
395
132


3.7
6.8

12
35



100.0035
MTLYQIQVMKRNQKQ
2489
31053
166


323
2429

82
22



100.0036
QKQVQMMIMIKFMGV
2490
3618
182


17
363

5.3
915



100.0037
MIMIKFMGVIYIMII
2491
68040
66150


102
23611

145
12310



100.0038
GVIYIMIISKKMMRK
2492
476
137


38
173

157
46



100.0039
LYYLFNQHIKKELYH
2493
10244
1771


327
2861

1089
606



100.0040
HFNMLKNKMQSSFFM
2494
3225
185


54
616

934
60



100.0041
LDIYQKLYIKQEEQK
2495
>88339.22
1204


4346
47

70
6958



100.0042
QKKYIYNLIMNTQNK
2496
11942
13255


53
844

87
245



100.0043
YEALIKLLPFSKRIR
2497
3578
180


230
36

15
11



100.0104
ENEYATGAVRPFQAA
2498
4970
17329


9302
3007

10026
>10303.97



100.0105
NYELSKKAVIFTPIY
2499
5498
141


410
537

136
10581



100.0106
QKILIKIPVTKNIIT
2500
534
2240


332
3614

953
297



100.0107
KCLVISQVSNSDSYK
2501
46383
17859


236
403

81
>42553.19



100.0108
SKIMKLPKLPISNGK
2502
83674
110


6460
3570

6739
>10303.97



100.0109
FIHFFTWGTMFVPKY
2503
489
1699


328
2375

387
9608



100.0110
LCNFKKNIIALLIIP
2504
423
21324


16
29302

99
>42553.19



100.0111
KKNIIALLIIPPKIH
2505
495
157


15
32

8.2
143



100.0112
ALLIIPPKIHISIEL
2506
8.4
11957


162
1823

10
7135



100.0113
SMEYKKDFLITARKP
2507
776
8897


3818
4610

10448
442



100.0114
KSICFNILSSPLFNNF
2508
65
152


25
5.9

135
32



100.0115
FKKLKNHVLFLQMMN
2509
11
695


20
29

14
59



100.0116
KNHVLFLQMMNVNLQ
2510
757
>120098.04


36
224

22
>7212.41



100.0117
VLFLQMMNVNLQKQL
2511
8441
56770


8.6
8200

12
>7212.41



100.0118
NVNLQKQLLTNHLIN
2512
555
11245


28
4448

354
>7212.41



100.0119
QKQLLTNHLINTPKI
2513
4412
20984


1.6
514

904
6595



100.0120
NHLINTPKIMPHHII
2514
625
1296


32
560

1632
8882



100.0121
YILLKKILSSRFNQM
2515
8.3
18


1.01
26

340
83



100.0122
FNQMIFVSSIFISFY
2516
854
16504


33
3903

1291
>12484.39



938.05
KVSCKGSGYTFTAYQMH
2517
2946


>200000








620.01
IAKVPPGPNITAEYGDKWLD
2518
>12500


200000


>20000

200000



620.02
TAEYGDKWLDAKSTWYGKPT
2519
3125


200000


>20000

10000



620.03
AKSTWYGKPTGAGPKDNGGA
2520
>12500


200000


>20000

10000



620.04
GAGPKDNGGACGYKDVDKAP
2521
>12500


200000


>20000

200000



620.06
FNGMTGCGNTPIFKDGRGCG
2522
>12500


200000


>20000

200000



620.07
PIFKDGRGCGSCFEIKCTKP
2523
>12500


200000


>20000

200000



620.08
SCFEIKCTKPESCSGEAVTV
2524
12500


200000


>20000

200000



620.12
AFGSMAKKGEEQNVRSAGEL
2525
>12500


1818


>33333.33

200000



620.21
TPDKLTGPFTVRYTTEGGTK
2526
>12500


200000


>25000

200000



620.22
VRYTTEGGTKSEVEDVIPEG
2527
>12500


200000


>25000

200000



1523.02
TCVLGKLSQELHKLQ
2528
18653
7656
17895
1398
>12589.93
2009
>263157.89
163
3986



1523.03
KLSQELHKLQTYPRT
2529
85464
28656
19129
2375
>12589S3
287
>263157.89
870
37



1523.04
LHKLQTYPRTNTGSG
2530
40226
1618
>29228.37
6091
>12589.93
157
>263157.89
22948
40



1523.05
KLQTYPRTNTGSGTP
2531
>99206.35
>51578.95
>29228.37
8210
987
520
>263157.89
>104693.14
>14044.94



1523.07
CCVLGKLSQELHKLQ
2532
41656
5640
21704
5243
>12589.93
570
>263157.89
346
5158



1523.08
CSNLSTCVLGKLSQE
2533
31837
3516
7225
5263
7907
4538
>263157.89
11756
5709



1523.09
TSNLSTTVLGKLSQE
2534
31275
2058
2469
534
9333
7697
>263157.89
13210
2529



1523.10
TTVLGKLSQELHKLQ
2535
26113
16182
23824
3524
12715
525
>263157.89
241
10618



213.19
DIAAKYKELGY
2536



>10000


>25000

200000



191.25
ALVRQGLAKVA
2537



200000




>10000



NASE
PATLIKAIDGDTVKLMYKGQ
2538
8333


>6666.67


2381

3333



011-30














NASE
TPETKHPKKGVEKYGPEASA
2539
12500


>6666.67


>25000

>4000



041-60














NASE
VEKYGPEASAFTKKMVENAK
2540
12500


20000


16667

34



051-70














NASE
FTKKMVENAKKIEVEFDKGQ
2541
8333


6667


>25000

1000



061-80














NASE
YIYADGKMVNEALVRQGLAK
2542
1563


>6666.67


>5555.56

>4000



091-110














NASE
HEQHLRKSEAQAKKEKLNIW
2543
6250


200000


>5555.56

11



121-140














NASE
QAKKEKLNIWSEDNADSGQ
2544
>250000


200000


>5555.56

200000



131-149














583.02
YFNNFTVSFWLRVPK
2545












846.02
FSYFPSI
2546












846.03
YSFFPSI
2547












846.05
YSYFPSIR
2548
7217


20000




>200000



F074.03
DPNANPNVDPNANPNVNANPNANPNANP(X4
2549
>15625


>12500

>7583.33

>72500
>2898.55



831.03
QKWAAVVVPS
2550












831.02
TWQLNGEELIQDMELVETRPAG
2551












JR-01
PEFLEQRRAAVDTYC
2552
250000


488




200000



F160.33
STORKUSP33
2553












F089.10
DYSYLQDSDPDSFQD
2554
>250000
>61250
>107142.86
>66666.67
>35000
>45500


>40000



F089.23
DFSYLQDSDPDSFQD
2555
>250000
>61250
>107142.86

>35000
>91000


>40000



F089.31
QNILFSNAPLGPQFP
2556












F089.35
QNILLSNAPLVPQFP
2557












F160.25
DYSYLQDSDPDSFQD
2558












852.04
KYVKQNTLKLAT
2559












F042.06
P(X)KQNTLKLAT
2560












1466.50
EEDIEIIPIQEEEY
2561
>6742.18

128305
>20576.13




46083



1387.20
HQAISPRTLNSPAIF
2562
39701
14848
286179
33686
1036
8106
>83333.33
130
>200000



1438.06
YTDVFSLDPTFTIETT
2563












1519.02
YAGIRRDGLLLRLVD
2564












F192.01
LFFYRKSVWSKLQSI
2565
84
65

12
121
20
5915
1933
18



F192.02
RPIVNMDYVVGARTFRREKR
2566
346
748

222
73
43
3324
160
6.6



F192.03
RPGLLGASVLGLDDI
2567
506
>61250

>93896.71
2056
6000
30212
22038
>88888.89



F192.04
LYFVKVDVTGAYDTI
2568
5892
413

221
79
9753
16
22
4962



F192.05
FAGIRRDGLLLRLVD
2569
41148
7650

804
1294
28
553
1670
1355



F192.06
AKTFLRTLVRGVPEY
2570
25
9.2

6.3
94
829
546
472
3484



F192.07
YGAVVNLRKTVVNFP
2571
8274
113

89
11236
470
51496
302
36



F192.08
GTAFVQMPAHGLFPW
2572
90
99

17
2819
1.2
769
2361
43



F192.09
WAGLLLDTRTLEVQS
2573
186
>61250

20960
92
3468

862
>102040.82



F192.10
RTSIRASLTFNRGFK
2574
411
5475

4807
49
497

79
52



F195.01
RVIKNSIRLTL
2575
2239
1175
2566
1740
32
4317

143
8834



F195.02
PVIKNSIKLRL
2576
4091
541
2851
2772
77
2579

198
1039



NASE
ATSTKKLHKEPATLIKAIDG
2577
2083


>6666.67


462

267



001-20





























TABLE 20







SEQ















ID



Posi-
Ana-








Peptide
Sequence
NO
AA
Organism
Protein
tion
log
Dd
Kb
Kd
Db
Ld
Kk




























1079.06
SGPSNTPPEI
2578
10
Adenovirus
E1A


18500
>31000
>10000
8.1




1079.14
RNPRFYNL
2579
8
Artificial
Con-



7.9

>44000








sequence
sensus










1164.09
QPQRGYENF
2580
9
Artificial
Con-

A




319







sequence
sensus










1420.32
SEAAYAKKI
2581
9
Artificial
pool

A





3.9






sequence
consensus










1114.01
AYAPAKAAI
2582
9
Artificial


Poly


3.5









sequence











1114.03
AYAEAKAAI
2583
9
Artificial


Poly


50









sequence











1114.05
AYANAKAAI
2584
9
Artificial


Poly


60









sequence











1114.07
AYAGAKAAI
2585
9
Artificial


Poly


48









sequence











1114.09
AYAVAKAAI
2586
9
Artificial


Poly


42









sequence











F079.05
AAAAYAAM
2587
8
Artificial




375

>44000








sequence











F079.06
AAAAYAAAAM
2588
10
Artificial




228

>44000








sequence











F079.08
AAAANAAAM
2589
9
Artificial




10960

23








sequence











F079.09
AAAAAANAAAM
2590
11
Artificial




31000

257








sequence











17.0284
NAIVFKGL
2591
8
Chicken
Ova
176


484






17.0285
SIINFEKL
2592
8
Chicken
Ova
257


3.7






17.0286
IFYCPIAI
2593
8
Chicken
Ova
27


195






17.0296
KVVRFDKL
2594
8
Chicken
Ova
55


92






17.0436
VYSFSLASRL
2595
10
Chicken
Ova
96



303





1025.02
SIINFEKL
2596
8
Chicken
Ova
257

>37000
1.5
>10000
30508




1152.01
KVVRFDKL
2597
8
Chicken
Ova
55


37






1420.09
SENDRYRLL
2598
9
EBV
BZLFI
209
A





13


1091.02
SFYRNLLWL
2599
9
Flu
HA
142



>10000
304




1420.29
YEANGNLI
2600
8
Flu
HA
259
A





0.65


17.0043
MGLIYNRM
2601
8
Flu
M1
128


16






35.0003
MGYIYNRM
2602
8
Flu
M1
128


2.3






35.0004
MGIIYNRM
2603
8
Flu
M1
128


14






35.0005
MGLIFNRM
2604
8
Flu
M1
128


21






1170.05
MGLIYNRM
2605
8
Flu
M1
128


9.9






35.0006
RMIQNSLTI
2606
9
Flu
NP
55




4.6




35.0007
RLIQNFLTI
2607
9
Flu
NP
55




40




35.0009
GMRQNATEI
2608
9
Flu
NP
17




81




35.0012
YMRVNGKWM
2609
9
Flu
NP
97




50




35.0016
FYIQMATEL
2610
9
Flu
NP
39



0.31





35.0017
FYIQMCTFL
2611
9
Flu
NP
39



1.1





35.0019
AYERMANIL
2612
9
Flu
NP
218



233





35.0021
AYQRMCNIL
2613
9
Flu
NP
218



2.7





35.0022
AYERMCTIL
2614
9
Flu
NP
218



4.1





931.01
ASNENMETM
2615
9
Flu
NP
366

>37000
>31000
>10000
33




1120.13
TYQRTRALM
2616
9
Flu
NP
147
A


69





1120.19
TYQKTRALV
2617
9
Flu
NP
147
A


44





1120.20
TYQPTRALV
2618
9
Flu
NP
147
A


17





1120.22
TYQFTRALV
2619
9
Flu
NP
147
A


371





1120.23
TYQLTRALV
2620
9
Flu
NP
147
A


110





1420.30
SDYEGRLI
2621
8
Flu
NP
50






0.60


17.0060
MITQFESL
2622
8
Flu
NS
31


64






17.0063
RTFSFQLI
2623
8
Flu
NS
114


26






17.0065
FSVIFDRL
2624
8
Flu
NS
134


201






1170.06
RTFSFQLI
2625
8
Flu
NSI
114


27






1170.12
MITQFESL
2626
8
Flu
NSI
31


42






1170.19
FSVIFDRL
2627
8
Flu
NS2
134


115






17.0031
KSSFYRNL
2628
8
FluA
HA
158


209






17.0035
SSLPFQNI
2629
8
FluA
HA
305


53






17.0143
MNIQFTAV
2630
8
FluA
HA
403


131






17.0171
MNYYWTLL
2631
8
FluA
HA
244


169






17.0307
SFYRNLLWL
2632
9
FluA
HA
160




46




1170.08
SSLPFQNI
2633
8
FluA
HA
305


9.5






1170.13
MNIQFTAV
2634
8
FluA
HA
403


26






1170.17
MNYYWTLL
2635
8
FluA
HA
244


56






1170.18
KSSFYRNL
2636
8
FluA
HA
158


117






17.0178
SIIPSGPL
2637
8
FluA
M1
13


393






17.0179
LSYSAGAL
2638
8
FluA
M1
117


60






1170.10
LSYSAGAL
2639
8
FluA
M1
117


31






17.0145
SSISFCGV
2640
8
FluA
NM
426


29






17.0319
TGICNQNII
2641
9
FluA
NM
46




13




17.0320
ITYKNSTWV
2642
9
FluA
NM
54




409




17.0324
FCGVNSDTV
2643
9
FluA
NM
430




206




1170.01
TGICNQNII
2444
9
FluA
NM
46




21




1170.03
FCGVNSDTV
2645
9
FluA
NM
430




166




1170.04
ITYKNSTWV
2646
9
FluA
NM
54




276




1170.07
SSISFCGV
2647
8
FluA
NM
426


2.3






17.0051
IGRFYIQM
2648
8
FluA
NP
36


42






17.0197
MMIWHSNL
2649
8
FluA
NP
136


238






17.0328
ASNENMETM
2650.
9
FluA
NP
366




41




1170.09
IGRFYIQM
2651
8
FluA
NP
36


24






1170.20
MMIWHSNL
2652
8
FluA
NP
136


287






17.0147
FFYRYGFV
2653
8
FluA
POLI
495


350






17.0208
KMITQRTI
2654
8
FluA
POLI
198


300






17.0209
RSYLIRAL
2655
8
FluA
POLI
215


103






17.0216
RFYRTCKL
2656
8
FluA
POLI
465


117






17.0333
TALANTIEV
2657
9
FluA
POLI
141




16




1170.02
TALANTIEV
2658
9
FluA
POLl
141




3.7




1170.14
RSYLIRAL
2659
8
FluA
POLl
215


78






1170.16
RFYRTCKL
2660
8
FluA
POLl
465


47






17.0225
VYINTALL
2661
8
FluA
POL2
463


65






1170.11
VYINTALL
2662
8
FluA
POL2
463


14






17.0232
VYIEVLHL
2663
8
FluA
POL3
227


75






1170.15
VYIEVLHL
2664
8
FluA
POL3
227


21






F057.08
WYIPPSLRTL
2665
10
GAD





96





F163.06
MURTAZAKDPEPTIDES
2666
0
GAD65

107



0.96





35.0014
IYSTVASSL
2667
9
HA

553



4.1





35.0023
LYEKVKSQL
2668
9
HA

462



2.2





35.0024
LYQKVKSQL
2669
9
HA

462



2.8





35.0025
LYEKMKSQL
2670
9
HA

462



1.6





35.0026
LYEKVFSQL
2671
9
HA

462



7.4





1108.01
LYQNVGTYV
2672
9
HA

204



6.9





17.0114
MGLKFRQL
2673
8
HBV
core
122


7.4






17.0152
VSYVNTNM
2674
8
HBV
core
115


60






17.0396
SYVNTNMGL
2675
9
HBV
core
116



19





1172.07
MGLKFRQL
2676
8
HBV
core
122


6.3






1172.10
VSYVNTNM
2677
8
HBV
core
115


33






1172.18
SYVNTNMGL
2678
9
HBV
core
116



12





17.0003
WGPSLYSI
2679
8
HBV
env
364

17







17.0108
ASARFSWL
2680
8
HBV
env
329


323






17.0381
WGPSLYSIL
2681
9
HBV
env
364

6.6







17.0382
TGPCRTCMT
2682
9
HBV
env
281

108







17.0425
WYWGPSLYSI
2683
10
HBV
env
362



8.3





1158.02
IPQSLDSWWTSL
2684
12
HBV
env
28





2.2



1164.02
IPQSLDSYWTSL
2685
12
HBV
env
28
A




2.7



1172.15
ASARFSWL
2686
8
HBV
env
329


49






1172.17
WYWGPSLYSI
2687
10
HBV
env
362



16





F126.02
APQSLDSWWTSL
2688
12
HBV
env
28





15



F126.05
IPQALDSWWTSL
2689
12
HBV
env
28
A




6.1



F126.07
IPQSLASWWTSL
2690
12
HBV
env
28
A




4.2



F126.08
IPQSLDAWWTSL
2691
12
HBV
env
28
A




4.0



F126.09
IPQSLDSAWTSL
2692
12
HBV
env
28
A




13



F126.11
IPQSLDSWWASL
2693
12
HBV
env
28
A




0.34



F126.12
IPQSLDSWWTAL
2694
12
HBV
env
28
A




134



F126.14
EPQSLDSWWTSL
2695
12
HBV
env
28
A




86



F126.16
IPESLDSWWTSL
2696
12
HBV
env
28
A




13



F126.20
IPQSLDEWWTSL
2697
12
HBV
env
28
A




1.9



F126.24
IPQSLDSWWTEL
2698
12
HBV
env
28
A




3.0



F126.26
RPQSLDSWWTSL
2699
12
HBV
env
28
A




60



F126.28
IPRSLDSWWTSL
2700
12
HBV
env
28
A




160



F126.29
IPQRLDSWWTSL
2701
12
HBV
env
28
A




23



F126.30
IPQSRDSWWTSL
2702
12
HBV
env
28
A




21



F126.31
IPQSLRSWWTSL
2703
12
HBV
env
28
A




12



F126.32
IPQSLDRWWTSL
2704
12
HBV
env
28
A




5.0



F126.33
IPQSLDSRWTSL
2705
12
HBV
env
28
A




47



F126.35
IPQSLDSWWRSL
2706
12
HBV
env
28
A




485



F126.36
IPQSLDSWWTRL
2707
12
HBV
env
28
A




196



F126.38
YPQSLDSWWTSL
2708
12
HBV
env
28
A




91



F126.40
IPYSLDSWWTSL
2709
12
HBV
env
28
A




0.78



F126.41
IPQYLDSWWTSL
2710
12
HBV
env
28
A




92



F126.43
IPQSLYSWWTSL
2711
12
HBV
env
28
A




4.7



F126.44
IPQSLDYWWTSL
2712
12
HBV
env
28
A




1.6



F126.46
IPQSLDSWYTSL
2713
12
HBV
env
28
A




17



F126.48
IPQSLDSWWTYL
2714
12
HBV
env
28
A




0.89



F126.50
IPGSLDSWWTSL
2715
12
HBV
env
28
A




24



F126.52
IPQSLDSGWTSL
2716
12
HBV
env
28
A




70



F126.53
IPQSLDSPWTSL
2717
12
HBV
env
28
A




19



F126.54
IPQSLDSWGTSL
2718
12
HBV
env
28
A




138



F126.55
IPQSLDSWPTSL
2719
12
HBV
env
28
A




60



F126.56
IPQSLDSWWTGL
2720
12
HBV
env
28
A




2.5



F126.57
IPQSLDSWWTPL
2721
12
HBV
env
28
A




1.2



F126.66
IPQVLDSWWTSL
2722
12
HBV
env
28
A




5.1



F126.67
IPQFLDSWWTSL
2723
12
HBV
env
28
A




4.3



F126.68
IPQPLDSWWTSL
2724
12
HBV
env
28
A




6.3



F126.69
IPQMLDSWWTSL
2725
12
HBV
env
28
A




4.1



F126.70
IPQILDSWWTSL
2726
12
HBV
env
28
A




12



F126.71
IPQLLDSWWTSL
2727
12
HBV
env
28
A




0.25



F126.72
IPQGLDSWWTSL
2728
12
HBV
env
28
A




2.7



F126.73
IPQTLDSWWTSL
2729
12
HBV
env
28
A




7.7



F126.74
IPQHLDSWWTSL
2730
12
HBV
env
28
A




39



F126.75
IPQCLDSWWTSL
2731
12
HBV
env
28
A




25



F126.76
IPQNLDSWWTSL
2732
12
HBV
env
28
A




12



F126.77
IPQQLDSWWTSL
2733
12
HBV
env
28
A




1.7



F126.78
IPQWLDSWWTSL
2734
12
HBV
env
28
A




3.7



F126.79
IPQDLDSWWTSL
2735
12
HBV
env
28
A




22



F126.80
IPQKLDSWWTSL
2736
12
HBV
env
28
A




9.3



F126.81
IPQSLVSWWTSL
2737
12
HBV
env
28
A




11



F126.82
IPQSLFSWWTSL
2738
12
HBV
env
28
A




11



F126.83
IPQSLPSWWTSL
2739
12
HBV
env
28
A




16



F126.84
IPQSLMSWWTSL
2740
12
HBV
env
28
A




0.95



F126.85
IPQSLISWWTSL
2741
12
HBV
env
28
A




17



F126.86
IPQSLLSWWTSL
2742
12
HBV
env
28
A




0.84



F126.87
IPQSLGSWWTSL
2743
12
HBV
env
28
A




2.7



F126.88
IPQSLSSWWTSL
2744
12
HBV
env
28
A




0.49



F126.89
IPQSLTSWWTSL
2745
12
HBV
env
28
A




1.7



F126.90
IPQSLHSWWTSL
2746
12
HBV
env
28
A




1.5



F126.91
IPQSLCSWWTSL
2747
12
HBV
env
28
A




1.1



F126.92
IPQSLNSWWTSL
2748
12
HBV
env
28
A




1.5



F126.93
IPQSLQSWWTSL
2749
12
HBV
env
28
A




0.81



F126.94
IPQSLWSWWTSL
2750
12
HBV
env
28
A




2.4



F126.95
IPQSLKSWWTSL
2751
12
HBV
env
28
A




1.1



F126.96
IPSLDSWWTSL
2752
11
HBV
env
28
A




119



F126.97
IPQSLDSWTSL
2753
11
HBV
env
28
A




0.22



F126.98
IPQSLDSWWTL
2754
11
HBV
env
28
A




1.3



F126.99
IPQALASWWTSL
2755
12
HBV
env
28
A




26



F128.06
IPQSLDSWWTSM
2756
12
HBV
env
28
A




0.80



F128.07
IPQSLDSWWTSF
2757
12
HBV
env
28
A




1.9



17.0117
KTPSFPNI
2758
8
HBV
pol
75


270






17.0121
HAVEFHNL
2759
8
HBV
pol
289


49






17.0122
VSAAFYHL
2760
8
HBV
pol
419


7.0






17.0127
VIGCYGSL
2761
8
HBV
pol
588


157






17.0362
KQYLNLYPV
2762
9
HBV
pol
668




3.4




17.0431
CYGSLPQEHI
2763
10
HBV
pol
591



303





1172.06
VSAAFYHL
2764
8
HBV
pol
419


5.2






1172.09
HAVEFHNL
2765
8
HBV
pol
289


158






1172.11
VIGCYGSL
2766
8
HBV
pol
588


63






1172.14
KTPSFPNI
2767
8
HBV
pol
75


155






F139.01
RPQSLDSWWTSL
2768
12
HBVs
env
28
A




144



F139.04
IPQRLDSWWTSL
2769
12
HBVs
env
28
A




34



F139.06
IPQSLRSWWTSL
2770
12
HBVs
env
28
A




11



F139.07
IPQSLDRWWTSL
2771
12
HBVs
env
28
A




2.0



F139.08
IPQSLDSRWTSL
2772
12
HBVs
env
28
A




2.6



F139.10
IPQSLDSWWRSL
2773
12
HBVs
env
28
A




335



F139.11
IPQSLDSWWTRL
2774
12
HBVs
env
28
A




27



F139.14
IPQELDSWWTSL
2775
12
HBVs
env
28
A




18



F139.16
IPQSLYSWWTSL
2776
12
HBVs
env
28
A




8.3



F139.17
IPQSLDSWETSL
2777
12
HBVs
env
28
A




5.3



F139.18
IPQSLDSWWESL
2778
12
HBVs
env
28
A




394



64.0036
VESENKVV
2779
8
HCV
Entire
2253






349


21.0126
AGPYRAFVTI
2780
10
HIV
env
18
A
5.0







21.0127
RAPYRAFVTI
2781
10
HIV
env
18
A
176







21.0134
RGPYRAFVTA
2782
10
HIV
env
18
A
126







21.0135
KGPYRAFVTI
2783
10
HIV
env
18
A
5.8







21.0145
RGPYRAFVTK
2784
10
HIV
env
18
A
91







1087.01
RGPGRAFVTI
2785
10
HIV
env
18

9.7
31000
>10000
22000




1087.03
RGPGRYFVTI
2786
10
HIV
env
18
A
2.7







1087.04
RGPGRAYVTI
2787
10
HIV
env
18
A
14







1087.05
RGPGRAFYTI
2788
10
HIV
env
18
A
7.2







64.0007
VESMNKEL
2789
8
HIV
POL
903






114


64.0055
TDSQYALGI
2790
9
HIV
POL
689






179


21.0128
RGAYRAFVTI
2791
10
HIV
18

A
3.4







21.0129
RGPARAFVTI
2792
10
HIV
18

A
1.04







21.0131
RGPYRAAVTI
2793
10
HIV
18

A
2.0







21.0132
RGPYRAFATI
2794
10
HIV
18

A
2.1







21.0133
RGPYRAFVAI
2795
10
HIV
18

A
1.3







21.0137
RGKYRAFVTI
2796
10
HIV
18

A
67







21.0138
RGPFRAFVTI
2797
10
HIV
18

A
0.78







21.0139
RGPYKAFVTI
2798
10
HIV
18

A
13







21.0141
RGPYRKFVT1
2799
10
HIV
18

A
3.6







21.0142
RGPYRAYVTI
2800
10
HIV
18

A
2.1







21.0143
RGPYRAFKTI
2801
10
HIV
18

A
2.3







21.0144
RGPYRAFVKI
2802
10
HIV
18

A
3.9







78.0425
NEILIRCII
2803
9
HPV
E6
97






12


78.0426
QEKKRHVDL
2804
9
HPV
E6
113






256


1511.05
LFVVYRDSI
2805
9
HPV
E6
52



453





1520.18
FYSRIRELRF
2806
10
HPV
E6
71
A


447





1108.07
SSIEFARL
2807
8
HSV

498


1.8
>10000





F142.01
KVPRNQDWL
2808
9
Human
gp100





38




F117.07
VYDFYVWM
2809
8
Human
TRP2

A

145






22.0011
KNKFFSYL
2810
8
Human
Tyrosinase
131


57






22.0012
LAVLYCLL
2811
8
Human
Tyrosinase
3


72






22.0021
YMVPFIPL
2812
8
Human
Tyrosinase
425


70






22.0090
GQMNNGSTPM
2813
10
Human
Tyrosinase
157




242




14.0008
IVTMFEAL
2814
8
LCMV
GP
4


82






14.0011
ISHNFCNL
2815
8
LCMV
GP
118


411






14.0018
GVYQFKSV
2816
8
LCMV
GP
70


11






14.0137
HYISMGTSGL
2817
10
LCMV
GP
99



83





928.07
SGVENPGGYCL
2818
11
LCMV
GP
276


>31000

60




928.20
KAVYNFATM
2819
9
LCMV
GP
33




3.3




F110.02
CMANNSHHYI
2820
10
LCMV
GP
92
A



220




F110.03
CSANNSHHYM
2821
10
LCMV
GP
92
A



42




F110.04
SMVENPGGYCL
2822
11
LCMV
GP
276
A



154




F110.05
SGVENPGGYCM
2823
11
LCMV
GP
276
A



128




F114.06
KAVYNFATM
2824
9
LCMV
GP
33




1.5
>27000



F114.07
KAVYNAATM
2825
9
LCMV
GP
33
A



2.0
>27000



F114.08
KAVANFATM
2826
9
LCMV
GP
33
A



1.2
27000



F114.09
KAVYNYATM
2827
9
LCMV
GP
33
A



2.1
>27000



F114.10
KAVYNFAAM
2828
9
LCMV
GP
33
A



4.4
27000



14.0029
YTVKYPNL
2829
8
LCMV
NP
205


204






14.0100
FQPQNGQFI
2830
9
LCMV
NP
396




6.9




14.0118
VGLSYSQTM
2831
9
LCMV
NP
356


71






928.09
FQPQNGQFI
2832
9
LCMV
NP
396


>31000

4.9




928.15
FQPQNGQFIHFY
2833
12
LCMV
NP
396


15500

280




1076.05
RPQASGVYM
2834
9
LCMV
NP
118


>31000

>44000
0.99



1164.01
RPQASQVYM
2835
9
LCMV
NP
118
A




3.8



F110.01
YTYKYPNL
2836
8
LCMV
NP
205
A

1.8






F114.02
RPQASGVYM
2837
9
LCMV
NP
118
A




3.0



F114.03
RPQASGVAM
2838
9
LCMV
NP
118
A




12



F114.04
RPQGSGVYM
2839
9
LCMV
NI,
118
A




39



F114.05
RPNASGVYM
2840
9
LCMV
NP
118
A




19



F141.02
KAVYNFATCGI
2841
11
LCMV






29




F141.04
KAVYNFATB
2842
9
LCMV






7.9




1115.09
VYAKECTGL
2843
9
Lysteria
listeriolysin
479



129





1164.03
YPHFMPTNL
2844
9
MCMV

168





7.5



1164.04
YPHYMPTNL
2845
9
MCMV

168
A




9.5



1420.26
HETTYNSI
2846
8
Mouse
beta actin
275
A





1.8


1420.27
YEDTGKTI
2847
8
Mouse
p40 phox
245






0.86







RNA










16.0004
LGYDYSYL
2848
8
Mouse
Tyrosinase
445


3.4






16.0029
SSMHNALHI
2849
9
Mouse
Tyrosinase
360




7.6




16.0031
ANFSFRNTL
2850
9
Mouse
Tyrosinase
336


6.0






F078.03
SYLTLAKHT
2851
9
Mouse
Tyrosinase
136



188





F078.05
HYYVSRDTL
2852
9
Mouse
Tyrosinase
180



43





F078.06
YYVSRDTLL
2853
9
Mouse
Tyrosinase
181



99





F078.07
SFFSSWQII
2854
9
Mouse
Tyrosinase
267



16





F078.11
SYMVPFIPL
2855
9
Mouse
Tyrosinase
424



144





F078.14
PYLEQASRI
2856
9
Mouse
Tyrosinase
466



173





F078.18
SYLTLAKHTI
2857
10
Mouse
Tyrosinase
136



4.4





F078.21
HYYVSRDTLL
2858
10
Mouse
Tyrosinase
180



167





F100.04
SQVMNLHNL
2852
9
Mouse
TYRP2
363




2.3




1420.31
YENDIEKKI
2860
9

P.

CSP
375






3.8







falciparum












64.0083
NEEPSDKHI
2861
9

P.

CSPZ
347






40







falciparum












64.0094
EEKHEKKHV
2862
9

P.

LSA1
52






284







falciparum












1081.06
SYVPSAEQIL
2863
10

P.
yoelii

CSP
280



280





1074.15
RYLENGKETL
2864
10
Unknown
HLA-A24
170



80





1074.13
RYLKNGKETL
2865
10
Unknown
HLA-Cw3
170



217





1108.06
IYTQNRRAL
2866
9
Unknown
P815
12



144





F117.03
VYDFFVWM
2867
8
Unknown
TRP2
181
A

464






Fl17.14
SVYDFFVWL
2868
9
Unknown
TRP2
180


1.0






F138.03
SVYDFYVWM
2869
9
Unknown
TRP2
180
A

1.2

3365




1275.03
ASNENMDAM
2870
9
unknown






28




1275.04
FAPGYNPAL
2871
9
unknown




2.0






F079.03
SIQFFGERAL
2872
10
unknown




21

>44000




F079.04
SIQFFGEL
2873
8
unknown




16

>44000




1079.09
RGYVYQGL
2874
8
VSV
NP
52

>37000
2.1
>10000
>44000




1476.05
RGPRLNTL
2875
8




186







1476.12
HMWNFIGV
2876
8





202






1476.18
GGAYRLIVF
2877
9




3.5







1476.20
KYLVTRHADV
2878
19






33





1476.21
FSPRRNGYL
2879
9




2.7







F190.04
SHYAFSPM
2880
8





250

>88000




F190.10
FQPQNGQFI
2881
9





9513

17
















TABLE 21







MURINE CLASS I SUPERTYPE














Sequence
SEQ ID NO.
Db
Kb
Kd
Db
Ld
Kk





SGPSNTPPEI
2882
18500
>31000
>10000
8.1




RNPRFYNL
2883

7.9

>44000




QPQRGYENF
2884




319



SEAAYAKKI
2885





3.9


AYAPAKAAI
2886


3.5





AYAEAKAAI
2887


50





AYANAKAAI
2888


60





AYAGAKAAI
2889


48





AYAVAKAAI
2890


42





AAAAYAAM
2891

375

>44000




AAAAYAAAAM
2892

228

>44000




AAAANAAAM
2893

10960

23




AAAAAANAAAM
2894

31000

257




NAIVFKGL
2895

484






SIINFEKL
2896

3.7






IFYCPIAI
2897

195






KVVRFDKL
2898

92






VYSFSLASRL
2899


303





SIINFEKL
2900
>37000
1.5
>10000
30508




KVVRFDKL
2901

37






SENDRYRLL
2902





13


SFYRNLLWL
2903


>10000
304




YEANGNLI
2904





0.65


MGLIYNRM
2905

16






MGYIYNRM
2906

2.3






MGIIYNRM
2907

14






MGLIFNRM
2908

21






MGLIYNRM
2909

9.9






RMIQNSLTI
2910



4.6




RLIQNFLTI
2911



40




GMRQNATEI
2912



81




YMRVNGKWM
2913



50




FYIQMATEL
2914


0.31





FYIQMCTFL
2915


1.1





AYERMANIL
2916


233





AYQRMCNIL
2917


2.7





AYERMCTIL
2918


4.1





ASNENMETM
2919
>37000
>31000
>10000
33




TYQRTRALM
2920


69





TYQKTRALV
2921


44





TYQPTRALV
2922


17





TYQFTRALV
2923


371





TYQLTRALV
2924


110





SDYEGRLI
2925





0.60


MITQFESL
2926

64






RTFSFQLI
2927

26






FSVIFDRL
2928

201






RTFSFQLI
2929

27






MITQFESL
2930

42






FSVIFDRL
2931

115






KDDFYRNL
2932

209






SSLPFQNI
2933

53






MNIQFTAV
2934

131






MNYYWTLL
2935

169






SFYRNLLWL
2936



46




SSLPFQNI
2937

9.5






NMNIQFTAV
2938

26






MNYYWTLL
2939

56






KSSFYRNL
2940

117






SIIPSGPL
2941

393






LSYSAGAL
2942

60






LSYSAGAL
2943

31






SSISFCGV
2944

29






TGICNQNII
2945



13




ITYKNSTWV
2946



409




FCGVNSDTV
2947



206




TGICNQNII
2948



21




FCGVNSDTV
2949



166




ITYKNSTWV
2950



276




SSISFCGV
2951

2.3






IGRFYIQM
2952

42






MMIWHSNL
2953

238






ASNENMETM
2954



41




IGRFYIQM
2955

24






MMIWHSNL
2956

287






FFYRYGFV
2957

350






KMITQRTI
2958

300






RSYLIRAL
2959

78






RFYRTCKL
2960

47






VYINTALL
2961

65






VYINTALL
2962

14






VYIEVLHL
2963

75






VYIEVLHL
2964

21






WYIPPSLRTL
2965


96





MURTAZAKD
2966


0.96





IYSTVASSL
2967


4.1





LYEKVKSQL
2968


2.2





LYQKVKSQL
2969


2.8





LYEKMKSQL
2970


1.6





LYEKVFSQL
2971


7.4





LYQNVGTYV
2972


6.9





MGLKFRQL
2973

7.4






VSYVNTNM
2974

60






SYVNTNMGL
2975


19





MGLKFRQL
2976

6.3






VSYVNTNM
2977

33






SYVNTNMGL
2978


12





WGPSLYSI
2979
17







ASARFSWL
2980

323






WGPSLYSIL
2981
6.6







TGPCRTCMT
2982
108







WYWGPSLYSI
2983


8.3





IPQSLDSWWTSL
2984




2.2



IPQSLDSYWTSL
2985




2.7



ADARFSWL
2986

49






WYWGPSLYSI
2987


16





APQSLDSWWTSL
2988




1.5



IPQALDSWWTSL
2989




6.1



IPQSLASWWTSL
2990




4.2



IPQSLDAWWTSL
2991




4.0



IPQSLDSAWTSL
2992




13



IPQSLDSWWASL
2993




0.34



IPQSLDSWWTAL
2994




134



EPQSLDSWWTSL
2995




86



IPESLDSWWTSL
2996




13



IPQSLDEWWTSL
2997




1.9



IPQSLDSWWTEL
2998




3.0



RPQSLDSWWTSL
2999




60



IPRSLDSWWTSL
3000




160



IPQRLDSWWTSL
3001




23



IPQSLDSWWTSL
3002




21



IPQSLRSWWTSL
3003




12



IPQSLDRWWTSL
3004




5.0



IPQSLDSRWTSL
3005




47



IPQSLDSWWRSL
3006




485



IPQSLDSWWTRL
3007




196



YPQSLDSWWTSL
3008




91



IPYSLDSWWTSL
3009




0.78



IPQYLDSWWTSL
3010




92



IPQSLYSWWTSL
3011




4.7



IPQSLDYWWTSL
3012




1.6



IPQSLDSWYTSL
3013




17



IPQSLDSWWTYL
3014




0.89



IPGSLDSWWTSL
3015




24



IPQSLDSGWTSL
3016




70



IPQSLDSPWTSL
3017




19



IPQSLDSWGTSL
3018




138



IPQSLDSWPTSL
3019




60



IPQSLDSWSWTGL
3020




2.5



IPQSLDSWWTPL
3021




1.2



IPQVLDSWWTSL
3022




5.1



IPQFLDSWWTSL
3023




4.3



O[Q[;DSWWTS;
3024




6.3



IPQMLDSWWTSL
3025




4.1



IPQILDSWWTSL
3026




12



IPQLLDSWWTSL
3027




0.25



IPQGLDSWWTSL
3028




2.7



IPQTLDSWWTSL
3029




7.7



IPQHLDSWWTSL
3030




39



IPQCLDSWWTSL
3031




25



IPQNLDSWWTSL
3032




12



IPQQLDSWWTSL
3033




1.7



IPQWLDSWWTSL
3034




3.7



IPQDLDSWWTSL
3035




22



IPQKLDSWWTSL
3036




9.3



IPQSLSWWTSL
3037




11



IPQSLFSWWTSL
3038




11



IPQSLPSWWTSL
3039




16



IPQSLMSWWTSL
3040




0.95



IPQSLISWWTSL
3041




17



IPQSLLSWWTSL
3042




0.84



IPQSLGSWWTSL
3043




2.7



IPQSLSSWWTSL
3044




0.49



IPQSLTSWWTSL
3045




1.7



IPQSLHSWWTSL
3046




1.5



IPQSLCSWWTSL
3047




1.1



IPQSLNSWWTSL
3048




1.5



IPQSLQSWWTSL
3049




0.81



IPQSLWSWWTSL
3050




2.4



IPQSLKSWWTSL
3051




1.1



IPSLDSWWTSL
3052




119



IPQSLDSWTSL
3053




0.22



IPQSLDSWWTL
3054




1.3



IPQALASWWTSL
3055




26



IPQSLDSWWTSM
3056




0.80



IPQSLDSWWTSF
3057




1.9



KTPSFPNI
3058

270






HAVEFHNL
3059

49






VSAAFYHL
3060

7.0






VIGCYGSL
3061

157






KQYLNLYPV
3062



3.4




CYGSLPQEHI
3063


303





VSAAFYHL
3064

5.2






HAVEFHNL
3065

158






VIGCYGSL
3066

63






KTPSFPNI
3067

153






RPQSLDSWWTSL
3068




144



IPQRLDSWWTSL
3069




34



IPQSLRSWWTSL
3070




11



IPQSLDRWWTSL
3071




2.0



IPQSLDSRWTSL
3072




2.6



IPQSLDSWWRSL
3073




335



IPQSLDSWWTRL
3074




27



IPQELDSWWTSL
3075




18



IPQSLYWWTSL
3076




8.3



IPQSLDSWETSL
3077




5.3



IPQSLDSWWESL
3078




394



VESENKVV
3079





349


AGPYRAFVTI
3080
5.0







RAPYRAFVTI
3081
176







RGPYRAFVTA
3082
126







KGPYRAFVTI
3083
5.8







RGPYRAFVTK
3084
91







RGPGRAFVTI
3085
9.7
31000
>10000
22000




RGPGRYFVTI
3086
2.7







RGPGRAYVTI
3087
14







RGPGRAFYTI
3088
7.2







VESMNKEL
3089





114


TDSQYALGI
3090





179


RGAYRAFVTI
3091
3.4







RGPARAFVTI
3092
1.04







RGPYRAAVTI
3093
2.0







RGPYRAFATI
3094
2.1







RGPYRAFVAI
3095
1.3







RGKYRAFVTI
3096
67







RGPFRAFVTI
3097
0.78







RGPYKAFVTI
3098
13







RGPYRKFVTI
3099
3.6







RGPYRAYVTI
3100
2.1







RGPYRAFKTI
3101
2.3







RGPYRAFVKI
3102
3.9







NEILIRCII
3103





12


QEKKRHVDL
3104





256


LFVVYRDSK
3105


453





FYSRIRELRF
3106


447





SSIEFARL
3107

1.8
>10000





KVPRNQDWL,
3108



38




VYDFYVWM
3109

145






KNKFFSYL
3110

57






LAVLYCLL
3111

72






YMVPFIPL
3112

70






CQMNNGSTPM
3113



242




IVTMFEAL
3114

82






ISFINFCNL
3115

411






GVYQFKSF
3116

11






HYIMGTSGL
3117


83





SGVENPGGYCL
3118

>31000

60




KAVYNFATM
3119



3.3




CMANNSHHYI
3120



220




CSANNSHHYM
3121



42




SMVENPGGYCL
3122



154




SGVENPGGYCM
3123



128




KAVYNFATM
3124



1.5
>27000



KAVYNAATM
3125



2.0
>27000



KAVANFATM
3126



1.2
27000



KAVYNYATM
3127



2.1
>27000



KAVYNFAAM
3128



4.4
27000



YTVKYPNL
3129

204






FQPQNGQFI
3130



6.9




VGLSYSQTM
3131

71






FQPQNGQFI
3132

>31000






TQPQNGQFIHFY
3133

15500

280




RPQASGVYM
3134

>31000

>44000
0.99



RPQASQVYM
3135




3.8



YTYKYPNL
3136

1.8






RPQASGVYM
3137




3.0



RPQASGVAM
3138




12



TPQGSGVYM
3139




39



RPNASGVYM
3140




19



KAVYNFATCGI
3141



29




KAVYNFATB
3142



7.9




VYAKECTGL
3143


129





YPHFMPTNL
3144




7.5



YPHYMPTNL
3145




9.5



HETTYNSI
3146





1.8


YEDTGKTI
3147





0.86


LGYDYSYL
3148

3.4






SSMHNALHI
3149



7.6




NAFSFRNTL
3150

6.0






SYLTLAKHT
3151


188





HYYVSRDTL
3152


43





YYVSRDTLL
3153


99





SFFSSWQII
3154


16





SYMVPFIPL
3155


144





PYLEQASRI
3156


173





SYLTLAKHTI
3157


4.4





HYYVSRDTLL
3158


167





SQVMNLEINL
3159



2.3




YENDIEKKI
3160





3.8


NEEPSDKHI
3161





40


EEKHEKKHV
3162





284


SYVPSAEQIL
3163


280





RYLENGKETL
3164


80





RYLKNGKETL
3165


217





EYTQNRRAL
3166


144





VVDFFVWM
3167

464






SVYDEFVWL
3168

1.0






SVYDFYVWM
3169

1.2

3365




ASNENMDAM
3170



28




FAPGYNPAL
3171

2.0






SIQFFGERAL
3172

21

>44000




SIQFFGEL
3173

16

>44000




RGYVYQGL
3174
>37000
2.1
>10000
>44000




RGPRLNTL
3175
186







HMWNFIGV
3176

202






GGAYRLIVF
3177
3.5







KYLVTRHADV
3178


33





FSPRRNGYL
3179
2.7







SHYAFSPM
3180

250

>88000




FQPQNGQFI
3181
















TABLE 22







Summary of Population Coverage by Currently Available Assays









Phenotypic (Allelic) Frequency















HLA
Cell
Cau-

Jap-
Chi-
His-


Antigen
Allele
Line(s)
casian
Negro
anese
nese
panic

















Al
A*0101
Steinlin
28.6
10.1
1.4
9.2
10.1


A2.1
A*0201
JY
45.8
30.3
42.4
54.0
43.0


A3.2
A*0301
GM3107
20.6
16.3
1.2
7.1
14.8


A11
A*1101
BVR
9.9
3.8
19.7
33.1
7.3


A24
A*2401
KT3
16.8
8.8
58.1
32.9
26.7


All A


88.9
59.8
91.6
94.6
80.2


B7
B*0701
GM3107
17.7
15.5
9.6
6.9
11.8


B8
B*0801
Steinlin
18.1
6.3
0.0
3.6
9.0


B27
B*2705
LG2
7.5
2.6
0.8
3.4
4.9


B35
B*3503
BHM
15.4
14.8
15.4
9.8
28.1


B54
B15401
KT3
0.0
0.0
12.4
8.6
0.0


All B


51.9
36.5
35.6
30.2
48.7


Cw6
Cw0601
C1R
17.6
13.7
2.2
19.0
12.2


TOTAL


95.7
76.5
94.7
96.6
91.0
















TABLE 23







HUMAN CELL LINES (HLA-B and HLA-C SOURCES)











B cell line






HLA-B allele




B1801
DVCAF



B3503
EHM



B0701
GM3107



B1401
LWAGS



B5101
KAS116



B5301
AMAI



B0801
MAT



B2705
LG2



B5401
KT3



B1302
CBUF



B4403
PITOUT



B3502
TISI



B3501
BUR



B4001
LB



HLA-C allele




Cw0601
C1R
















TABLE 24







ANTIBODY REAGENTS










anti-HLA
Name







HLA-A2
BB7.2



HLA-A1
12/18



HLA-A3
GAPA3 (ATCC, HB122)



HLA-11, 24.1
A11.1M (ATCC, HB164)



HLA-A, B, C
W6/32 (ATCC, HB95)



monomorphic
B9.12.1



HLA-B, C
B.1.23.2



monomorphic






















TABLE 25








SEQ




PEP-


ID




TIDE
AA
SEQUENCE
NO
SOURCE
B*0701




















1021
9
FPFKYAAAF
3182
B35consensus peptid
0


1054
9
YPKVKQWPL
3183
Y1 analog of 1054.05
0


1075
11
CILESCFRAVI
3184
MAGE-1
0


1080
9
YPAEITLYW
3185
B53 self peptide
0


1086
9
FAMPNFQTL
3186
Cw3 consensus
0


1086
9
FAMPNFYTL
3187
Cw3 consensus
0


1086
9
QPDDAVYKL
3188
Cw4 consensus
0


1086
9
1PYPIVRICL
3189
Cw6 consensus
1


1086
9
IPYPIVRSL
3190
Cw6 consensus
1


1086
9
IPFPIVRYL
3191
Cw6 consensus
0


1086
9
RYRPGTVAL
3192
Histone H3.3
0



9
MPRGVVVTL
3193
B7 Nat. Processed
3



10
LPENNVLSPL
3194
p53, 26-35
0



10
APAPAPSWPL
3195
p53, 84-93
1



11
SPALNKMFCQL
3196
p53, 127-137
0



9
GTRVRAMAI
3197
p53, 154-162
0



9
RPILTIITL
3198
p53, 249-257
0



10
LPPGSTKRAL
3199
p53, 299-308
0



9
SPQPKKKPL
3200
p53, 315-323
0



10
KPLDGEYFTL
3201
p53, 321-330
0



9
GSRAHSSHL
3202
p53, 361-369
0
















TABLE 26





Relative Binding of HLA-A or B Restricted Peptides

















embedded image






embedded image






embedded image






embedded image






embedded image















TABLE 27





Relative Binding of HLA-B Naturally Processed Peptides.









embedded image






embedded image







*Shaded areas indicate good or intermediate cross-reactive binding to alleles other than the reported restriction element.


+Boxed areas give the binding capacity of epitopes to their reported restriction element.













TABLE 28







Compilation of “Known” HLA Motifs














Motif
B Pocket
F Pocket



Phenotypic (Allelic) Frequency
Assay


















Type*
Motif
Motif
Antigen
HLA Allele
Cell Line
Caucasian
Negro
Japanese
Chinese
Hispanic
Available





















A
T, S
Y
A1
A*0101
Steinlin
28.6
10.1
1.4
9.2
10.1
yes


B
Y
F, L, I
A24
A*2401
KT3
16.8
8.8
58.1
32.9
26.7
yes


C
V, L, M
L, I, V
Aw69.1**
A*6901
C1R
0.5
0.0
0.0
0.8
0.0




L, M
L, I, V
A2.1
A*0201
JY
45.8
30.3
42.4
54.0
43.0
yes


All C





46.2
30.3
42.4
54.5
43.0



D
V, L, M
K, R
Aw68.1
A*6801
LB
3.5
6.2
0.0
0.0
4.2




T, V
K, R
A11
A*1101
BVR
9.9
3.8
19.7
33.1
7.3
yes



V, L, M
K, R
A3.2
A*0301
GM3107
20.6
16.3
1.2
7.1
14.8
yes



hydrophobic
K, R
Aw31
A*3101

4.4
3.8
14.8
9.6
10.1



All D





35.9
28.6
33.9
46.3
33.9



E
P
F, Y
B35
B*3503
EHM
15.4
14.8
15.4
9.8
28.1
yes


F
P
L, I, V
B7
B*0701
GM3107
17.7
15.5
9.6
6.9
11.8
yes




(Y, F, W)












P
L, I, V
B14
B*1401
LWAGS
7.6
6.3
0.4
0.8
12.4




P
L, I, V
B51
B*5101
KAS116
6.9
6.7
17.2
13.0
7.6




P
L, I, V, M, V, F,
B53
B*5301
AMAI
1.6
22.6
0.2
0.0
4.2





W












P, (R)
L, I, V, M, Y, F,
Cw6
Cw*0602
C1R
17.6
13.7
2.2
19.0
12.2
yes




W











All F





43.9
53.6
28.0
35.3
41.7



G
P, K
P, K
B27
B*2705
LG2
7.5
2.6
0.8
3.4
4.9
yes


H
RR/K3, R/K5
L, I, V
B8
B*0801
Steinlin
18.1
6.3
0.0
3.6
9.0
yes











*Motifs are grouped as shown below:











Motif Type
Position 2
C-terminus



A
sm. polar
tyrosine



B
aromatic
hydrophobic



C
aliphatic
aliphatic



D
aliphatic
basic



E
proline
aromatic



F
proline
hydrophobic



G
basic
basic



H
basic/basic
aliphatic








To date, motifs A-D have been found only in A alleles; F,G, and H are found in B alleles.


**A28 is split into A*6801, A*6802, A*6803, and A*6901. The population distribution of the A28 subtypes was estimated from the overall frequency


of the A28 allele and the distribution of the subtypes reported by Fernandez-Vina (Hu. Imm. 33:163)
















TABLE 29





F (C-terminal) Pocket Residues









embedded image






embedded image

























TABLE 30








SEQ ID

Protein or
1st



Peptide
AA
Sequence
NO
Antigen
Molecule
Position
B*0702






















1292.01
9
SPRTLNAWI
3239
HIV
GAG
180
0.42


1292.02
9
KPCVKLTPI
3240
HIV
ENV
130
0.11


1292.03
9
SPAIFQSSI
3241
HIV
POL
335
0.31


1292.07
10
LPQGWKGSPI
3242
HIV
POL
328
0.074


1292.13
9
HPVHAGPIA
3243
HIV
GAG
248
0.11


1292.14
9
HPVHAGPII
3244
HIV
GAG
248
0.41


1292.17
9
PPVVHGCPL
3245
HIV
NS5
2317
0.014


1292.19
10
KPTLHGPTPI
3246
HIV
NS3
1614
0.26


1292.2
10
APTLWARMII
3247
HIV
NS5
2835
0.39


1292.22
10
LPRRGPRLGI
3248
HIV
Core
37
0.67


1292.23
9
SPGQRVEFI
3249
HIV
NS5
2615
0.014


1292.24
9
LPGCSFSII
3250
HIV
Core
169
0.15


1292.26
10
SPGALWGVI
3251
HIV
NS4
1887
0.022


1292.27
10
TPLLYRLGAI
3252
HIV
NS3
1621
0.022


27.0136
9
APAAPTPAA
3253
p53

76
0.3


27.0262
10
APAPAAPTPA
3254
p53

74
0.019


27.0264
10
APSWPLSSSV
3255
p53

88
0.023


28.0418
9
FPWDILFPA
3256
HDV

194
0.02


34.0074
8
IPWQRLLL
3257
CEA

13
0.11


34.0075
8
RPGVNLSL
3258
CEA

428
0.072


34.0081
8
SPGGLREL
3259
HER2/neu

133
0.055


34.0084
8
WPDSLPDL
3260
HER2/neu

415
0.02


34.0085
8
IPVAIKVL
3261
HER2/neu

748
0.012


34.0086
8
SPYVSRLL
3262
HER2/neu

779
0.044


34.0087
8
VPIKWMAL
3263
HER2/neu

884
1.4


34.0089
8
SPKANKEI
3264
HER2/neu

760
0.058


34.0095
8
RPRFRELV
3265
HER2/neu

966
0.041


34.0099
8
SPGKNGW
3266
HER2/neu

1174
0.023


34.011
8
VPISHLYI
3267
MAGE2

170
0.017


34.0111
8
MPKTGLLI
3268
MAGE2

196
0.019


34.0117
8
MPKAGLLI
3269
MAGE3

196
0.13


34.0121
8
APAPSWPL
3270
p53

86
0.054


34.0178
9
GPLPAARPI
3271
HER2/neu

1155
0.055


34.018
9
LPTNASLSI
3272
HER2/neu

65
0.011


34.0181
9
SPAFDNLYI
3273
HER2/neu

1214
0.019


34.0182
9
SPKANKEII
3274
HER2/neu

760
0.015


34.0183
9
SPLTSIISI
3275
HER2/neu

649
0.064


34.0184
9
SPREGPLPI
3276
HER2/neu

1151
0.12


34.0187
9
GPHISYPPI
3277
MAGE3

296
0.022


34.019
9
RPILTIITI
3278
p53

249
0.046


34.0192
9
SPQPKKKPI
3279
p53

315
0.048


34.026
10
GPASPLDSTF
3280
HER2/neu

995
0.011


34.0265
10
SPREGPLPAI
3281
HER2/neu

1151
0.066


34.0268
10
VPISHLYILI
3282
MAGE2

170
0.015


34.0271
10
MPKAGLLIII
3283
MAGE3

196
0.017


34.0273
10
APAPAPSWPI
3284
p53

84
0.13


34.0361
11
SPLDSTFYRSL
3285
HER2/neu

998
0.064


34.0362
11
LPAARPAGATL
3286
HER2/neu

1157
0.014


34.0365
11
KPYDGIPAREI
3287
HER2/neu

921
0.043


34.0368
11
SPLTSIISAVV
3288
HER2/neu

649
0.025


34.0374
11
CPSGVKPDLSY
3289
HER2/neu

600
0.03


34.0382
11
GPRALIETSYV
3290
MAGE2

274
0.13


34.0387
11
MPKAGLLIIVL
3291
MAGE3

196
0.028


34.0389
11
GPRALVETSYV
3292
MAGE3

274
0.19


34.039
11
APRMPEAAPPV
3293
p53

63
0.45


34.0397
11
SPALNKMFBQI
3294
p53

127
0.18
















TABLE 31







B Pocket Comparison of A3-Like Alleles




embedded image


















TABLE 32







Predicted Motifs Based on


Structure of B and F Pockets













B Pocket
F Pocket





Motif
Predicted
Predicted

HLA
Cell


Type*
Motif
Motif
Antigen
Allele
Line





A

Y
B44
B*4403
Pitout


C
V, L, M
L, I, V
Aw68.2
A*6802
C1R


D
V, L, M
K, R
Aw68.3
A*6803
C1R



V, L, M
K, R
A30
A*3001/3003
DUCAF, LBUF



(L, I, V, M, S, T)
K, R
A33
A*3301
LWAGS


E
P
F
B54
B*5401
KT3


F

L, I, V, M, Y, F, W
Cw3
Cw*0301




P, Y
L, I, V, M, Y, F, W
Cw4
Cw*0401




P, Y
L, I, V, M, Y, F, W
Cw7
Cw*0701/0702
C1R, JY
















TABLE 33







B Pocket Comparison of Alleles Preferring


Proline in Position 2




embedded image
































TABLE 34











SEQ







MHC


Synthesis
Antigen
Mole
Size
Pos1
Sequence
ID NO
A1
A2
A3
A1
A24
P1
P2
Alleles





























CH-15
CSP

9
293
MPNDPNRNV
3295





+

P1


CH-15
CSP

10
101
NPDPNANPNV
3296





+

P1


CH-15
CSP

10
328
EPSDKHIKEY
3297






+
A01/P2


CH-15
HBV

9
191
IPQSLDSWW
3298






+
P2


CH-15
HBV

9
232
CPGYRWMCL
3299





+

P1


CH-15
HBV
ENV
9
313
IPIPSSWAF
3300






+
P2


CH-15
HBV
ENV
9
365
TPARVTGGV
3301





+

P1


CH-15
HBV
ENV
9
379
LPIFFCLWV
3302





+

P1


CH-15
HBV
POL
9
404
WPKFAVPNL
3303





+

P1


CH-15
HBV
POL
9
440
HPAAMPHLL
3304





+

P1


CH-15
HBV
POL
9
541
FPHCLAFSY
3305






+
P2


CH-15
HBV
POL
9
789
DPSRGRLGL
3306





+

P1


CH-15
HBV
POL
10
19
GPLEEELPRL
3307





+

P1


CH-15
HBV
POL
10
50
IPWTHKVGNE
3308






+
P2


CH-15
HBV
POL
10
123
LPLDKGIKPY
3309






+
P2


CH-15
HBV
CORE
10
134
PPNAPILSTL
3310





+

P1


CH-15
HBV
ENV
10
173
GPLLVLQAGF
3311






+
P2


CH-15
HBV
ENV
10
340
VPFVQWFVGL
3312





+

P1


CH-15
HBV
POL
10
365
TPARVTGGVF
3313






+
P2


CH-15
HBV
ENV
10
379
LPIFFCLWVY
3314






+
P2


CH-15
HBV
POL
10
409
VPNLQSLTNL
3315





+

P1


CH-15
HBV
POL
10
541
FPHCLAFSYM
3316





+

P1


CH-15
HCV
CORE
9
57
QPRGRRQPI
3317





+

P1


CH-15
HCV
CORE
9
78
QPGYPWPLY
3318






+
P2


CH-15
HCV
CORE
9
83
WPLYGNEGL
3319





+

P1


CH-15
HCV
CORE
9
99
SPRGSRPSW
3320






+
P2


CH-15
HCV
CORE
9
111
DPRRRSRNL
3321





+

P1


CH-15
HCV
CORE
9
168
LPGCSFSIF
3322






+
P2


CH-15
HCV
E1
9
339
IPQAVVDMV
3323





+

P1


CH-15
HCV
E2
9
600
GPWLTPRCM
3324





+

P1


CH-15
HCV
E2
9
622
YPCTVNFTI
3325





+

P1


CH-15
HCV
E2
9
681
LPALSTGLI
3326





+

P1


CH-15
HCV
NS3
9
1358
HPNIEEVAL
3327





+

P1


CH-15
HCV
NS3
9
1530
TPAETTVRL
3328





+

P1


CH-15
HCV
NS3
9
1598
APPPSWDQM
3329





+

P1


CH-15
HCV
NS3
9
1599
PPPSWDQMW
3330






+
P2


CH-15
HCV
NS3
9
1619
GPTPLLYRL
3331





+

P1


CH-15
HCV
NS4
9
1887
SPGALVVGV
3332





+

P1


CH-15
HCV
NS4
9
1906
GPEGAVQW
3333






+
P2


CH-15
HCV
NS5
9
2159
LPCEPEPDV
3334





+

P1


CH-15
HCV
NS5
9
2162
EPEPDVAVL
3335





+

P1


CH-15
HCV
NS5
9
2396
DPDLSDGSW
3336






+
P2


CH-15
HCV
NS5
9
2512
PPHSAKSKF
3337






+
P2


CH-15
HCV
NS5
9
2615
SPGQRVEFL
3338





+

P1


CH-15
HCV
NS5
9
2771
DPPQPEYDL
3339





+

P1


CH-15
HCV
NS5
9
2774
QPEYDLELI
3340





+

P1


CH-15
HCV
NS5
9
2835
APTLWARMI
3341





+

P1


CH-15
HCV
CORE
10
37
LPRRGPRLGV
3342





+

P1


CH-15
HCV
CORE
10
142
APLGGAARAL
3343





+

P1


CH-15
HCV
CORE
10
168
LPGCSFSIFL
3344





+

P1


CH-15
HCV
E1
10
252
IPTTTIRRHV
3345





+

P1


CH-15
HCV
E1
10
308
YPGHVSGHRM
3346





+

P1


CH-15
HCV
E2
10
497
VPASQVCGPV
3347





+

P 1


CH-l5
HCV
e2
10
600
GPWLTPRCMV
3348





+

P1


CH-15
HCV
E2
10
622
YPCTVNFTIF
3349






+
P2


CH-15
HCV
E2
10
663
SPLLLSTTEW
3350






+
P2


CH-15
HCV
E2
10
793
WPLLLLLLAL
3351





+

P1


CH-15
HCV
NS3
10
1120
TPCTCGSSDL
3352





+

P1


CH-15
HCV
NS3
10
1239
APAAYAAQGY
3353
+





+
A01/P2


CH-15
HCV
NS3
10
1254
NPSVAATLGF
3354






+
P2


CH-15
HCV
NS3
10
1506
RPSGMFDSSV
3355





+

P1


CH-15
HCV
NS3
10
1547
LPVCQDHLER
3356







P2


CH-15
HCV
NS3
10
1598
APPPSWDQMW
3357






+
P2


CH-15
HCV
NS3
10
1514
KPTLHGPTPL
3358






+
P1


CH-15
HCV
NS3
10
1521
TPLLYRLGAV
3359






+
P1


CH-15
HCV
NS4
10
1730
LPGNPAIASL
3360






+
P1


CH-15
HCV
NS4
10
1783
NPAIASLMAF
3361






+
P2


CH-15
HCV
NS4
10
1882
LPSILDPGAL
3362






+
P1


CH-15
HCV
NS4
10
1387
SPGALVVGVV
3363






+
P1


CH-15
HCV
NS4
10
1906
GPGEGAVQWM
3364






+
P1


CH-15
HCV
NS4
10
1934
VPESDAAARV
3365






+
P1


CH-15
HCV
NS5
10
2164
EPDVAVLTSM
3366






+
P1


CH-15
HCV
NS5
10
2615
SPGQRVEFLV
3367






+
P1


CH-15
HCV
NS5
10
2768
PPGDPPQPEY
3368






+
P2


CH-15
HCV
NS5
10
2772
PPQPEYDLEL
3369






+
P1


CH-15
HCV
NS5
10
2822
TPVNSWLGNI
3370






+
P1


CH-15
HCV
NS5
10
2835
APTLWARMIL
3371






+
P1


CH-15
HIV
VPR
9
34
FPRIWLHJL
3372






+
P1


CH-15
HIV
POL
9
37
SPTRRELQV
3373






+
P1


CH-15
HIV
NEF
9
34
FPVRPQVPL
3374






+
P1


CH-15
HIV
NEF
9
37
RPQVPLRPM
3375






+
P1


CH-15
HIV
VIF
9
99
DPDLADQLI
3376






+
P1


CH-15
HIV
POL
9
110
LPGRWKPKM
3377






+
P1


CH-15
HIV
ENV
9
123
KPCVKLTPL
3378






+
P1


CH-15
HIV
GAG
9
153
SPRTLNAWV
3379






+
P1


CH-15
HIV
VIF
9
161
PPLPSVJKL
3380






+
P1


CH-15
HIV
POL
9
171
FPISPIETV
3381






+
P1


CH-15
HIV
POL
9
179
VPVKLKPGM
3382






+
P1


CH-15
HIV
POL
9
184
KPGMDGPKV
3383






+
P1


CH-15
HIV
GAG
9
185
TPQDLNTML
3384






+
P1


CH-15
HIV
POL
9
189
GPVKVKQWPL
3385






+
P1


CH-15
HIV
GAG
9
185
TPQDLNTML
3386






+
P1


CH-15
HIV
POL
9
189
GPKVKQWPL
3387






+
P1


CH-15
HIV
GAG
9
258
NPPIPVGEI
3388






+
P1


CH-15
IHV
GAG
9
259
PPIPVGETY
3389






+
P2


CH-15
HIV
GAG
9
293
GPKEPFRDY
3390






+
P2


CH-15
HIV
POL
9
327
SPAIFQSSM
3391






+
P1


CH-15
HIV
GAG
9
343
GPAATLEEM
3392






+
P1


CH-15
HIV
POL
9
346
NPDIVIYQY
3393






+
A01/P2


CH-15
HIV
GAG
9
360
GPGHKARVL
3394






+
P1


CH-15
HIV
POL
9
395
EPPFLWMGY
3395






+
P2


CH-15
HIV
ENV
9
404
DPEIVMHSF
3396






+
P2


CH-15
HIV
POL
9
417
LPEKDSWTV
3397






+
P1


CH-15
HIV
GAG
9
507
YPLASLRSL
3398






+
P1


CH-15
HIV
ENV
9
547
APTKAKRRV
3399






+
P1


CH-15
HIV
POL
9
590
TPPLVKLWY
3400






+
P2


CH-15
HIV
POL
9
603
EPIVGAETF
3401






+
P2


CH-15
HIV
POL
9
680
QPDKSESEL
3402






+
P1


CH-15
HIV
POL
9
759
LPPVVAKEI
3403






+
P1


CH-15
HIV
POL
9
760
PPVVAKEIV
3404






+
P1


CH-15
HIV
POL
9
991
VPRRKAKII
3405






+
P1


CH-15
HIV
TAT
10
2
EPVDPRLEPW
3406






+
P2


CH-15
HIV
POL
10
37
SPTRRELQVW
3407






+
P2


CH-15
HIV
POL
10
110
LPGRQKPKMI
3408






+
P1


CH-15
HIV
POL
10
152
TPVNRGRNL
3409






+
P1


CH-15
HIV
VIF
10
160
KPPLPSVJKL
3410






+
P1


CH-15
HIV
POL
10
174
SPIETVPVKL
3411






+
P1


CH-15
HIV
POL
10
222
GPENPYNTPV
3412






+
P1


CH-15
HIV
POL
10
325
NPYNTPVFAI
3413






+
P1


CH-15
HIV
GAG
10
258
NPPIPVGEIY
3414






+
P2


CH-15
HIV
GAG
10
261
IPVGEIYKRW
3415






+
P2


CH-15
HIV
POL
10
289
VPLDKDFRKY
3416






+
P2


CH-15
HIV
GAG
10
293
GPKEPFRDYV
3417






+
P1


CH-15
HIV
GAG
10
296
EPFRDYVDRF
3418






+
P2


CH-15
HIV
POL
10
110
TPGIRYQYNV
3419






+
P1


CH-15
HIV
POL
10
340
EPFRKQNPDI
3420






+
P1


CH-15
HIV
GAG
10
343
GPAATLEEMM
3421






+
P1


CII-15
HIV
POL
10
346
NPDIVIYQYM
3422






+
P1


CH-15
HIV
POL
10
396
PPFLWMGYEL
3423






+
P1


CH-15
HIV
POL
10
406
HPDKWINQPI
3424






+
P1


CH-15
HIV
GAG
10
473
EPTAPPEESF
3425






+
P2


CH-15
HIV
GAG
10
507
YPLASLRSLF
3426






+
P2


CH-15
HIV
ENV
10
547
APTKAKRRVV
3427






+
P1


CH-15
HIV
POL
10
591
PPLVKLWYQL
3428






+
P1


CH-15
HIV
POL
10
603
EPIVGAETFY
3429






+
P2


CH-15
HIV
POL
10
680
QPDKSESELV
3430






+
P1


CH-15
HIV
POL
10
759
LPPVVAKEIV
3431






+
P1


CH-15
HIV
POL
10
372
IPYNPQSQGV
3432






+
P1


CH-15
HIV
POL
10
963
DPLQKGPAKL
3433






+
P1


CH-15
HPV15
E7
9
5
TPILHEYML
3434






+
P1


CH-15
HPV16
E6
9
11
DPQERPRKL
3435






+
P1


CH-15
HPV16
E7
9
46
EPDRAHYNI
3436






+
P1


CH-15
HPV16
E6
9
118
CPEEKQRHL
3437






+
P1


CH-15
HPV16
E7
10
46
EPDRAHYNIV
3438







P1


CH-15
HPV16
E6
10
65
NPYAVCDKCL
3439






+
P1


CH-15
HPV18
E7
9
3
GPKATLQDI
3440






+
P1


CH-15
HPV18
E6
9
6
DPTRRPYKL
3441






+
P1


CH-15
HPV18
E6
9
110
KPLNPAEKL
3442






+
P1


CH-15
HPV18
E6
9
113
NPAEKLRHL
3443







P1


CH-15
HPV18
E7
10
3
GPKATLQDIV
3444






+
P1


CH-15
HPV18
E7
10
16
EPQNEIPVDL
3445






+
P1


CH-15
HPV18
E7
10
55
EPQRHTMLCM
3446






+
P1


CH-15
HPV18
E6
10
60
IPHAACHKCI
3447







P1


CH-15
LSA1

9
1663
LPSENERGY
3448






+
A01/P2


CH-15
LSA1

9
1786
KPIVQYDNF
3449






+
P2


CH-15
LSA1

10
1663
LPSENERGYY
3450






+
A01/P2


CH-15
MAGE2

9
170
VPISHLYIL
3451






+
P1


CH-15
MAGE2

9
196
MPKTGLLII
3452






+
P1


CH-15
MAGE2

9
265
DPACYEFLW
3453






+
P2


CH-15
MAGE2

9
296
EPHISYPPL
3454






+
P1


CH-15
MAGE2

9
301
YPPLHERAL
3455






+
P1


CH-15
MAGE2

10
170
VPISHLYILV
3456






+
P1


CH-15
MAGE2

10
196
MPKTGLLIIV
3457






+
P1


CH-15
MAGE2

10
241
HPRKLLMQDL
3458






+
P1


CH-15
MAGE2

10
274
GPRALIETSY
3459






+
P2


CH-15
MAGE2/3

9
128
EPVTKAEML
3460






+
P1


CH-15
MAGE2/3

9
261
VPGSDPACY
3461






+
P2


CH-15
MAGE2/3

10
216
APEEKIWEEL
3462






+
P1


CH-15
MAGE3

9
71
LPTTMNYPL
3463






+
P1


CH-15
MAGE3

9
170
DPIGHLYIF
3464






+
P2


CH-15
MAGE3

9
196
MPKAGLLII
3465






+
P1


CH-15
MAGE3

9
296
GPHISYPPL
3466






+
P1


CH-15
MAGE3

9
301
YPPLHEWVL
3467






+
P1


CH-15
MAGE3

10
71
LPTTMNYPLW
3468






+
P2


CH-15
MAGE3

10
196
MPKAGLLIV
3469






+
P1


CH-15
MAGE3

10
241
DPKKLLTQHF
3470






+
P2


CH-15
MAGE3

10
274
GPRALVETSY
3471






+
P2


CH-15
SSP2

9
164
IPDSIQDWL
3472






+
P1


CH-15
SSP2

9
206
HPSDGKCNL
3473






+
P1


CH-15
SSP2

9
228
GPFMKAVCV
3474






+
P1


CH-15
SSP2

9
287
KPKREPLDV
3475






+
P1


CH-15
SSP2

9
305
RPRGDNFAV
3476






+
P1


CH-15
SSP2

9
364
PPNPPDPDI
3477






+
P1


CH-15
SSP2

9
379
IPEDSEKEV
3478






+
P1


CH-15
SSP2

9
544
EPAPFDETL
3479






+
P1


CH-15
SSP2

9
303
QPRPRGDNF
3480






+
P2


CH-15
SSP2

9
419
LPNDKSDRY
3481






+
P2


CH-15
SSP2

10
363
NPPNPPNPDI
3482






+
P1


CH-15
SSP2

10
419
LPDNKSDRYI
3483






+
P1


CH-15
SSP2

10
428
IPYSPLSPKV
3484






+
P1


CH-15
SSP2

10
236
HPSDGKCNLY
3485






+
A01/P2


CH-15
SSP2

10
394
NPEDDREENF
3486






+
P2


CH-15
SSP2

10
539
TPYAGEPAPF
3487






+
P2



























X
Source
Mol.
Pos.
Cytel#
Sequence
SEQ ID NO.
AA
Motif























1
HBV
ENV
14
16.006
FPDHQLDPA
14519
9
P2A


2
HBV
NUC
129
16.007
PPAYRPPNA
14520
9
P2A


3
HBV
POL
640
16.008
YPALMPLYA
14521
9
P2A


4
HBV
X
58
16.009
LPVCAFSSA
14522
9
P2A


5
HCV

142
16.010
APLGGAARA
14523
9
P2A


6
HCV

2806
16.011
DPTTPLARA
14524
9
P2A


7
HCV

1582
16.012
FPYLVAYQA
14525
9
P2A


8
HCV

1882
16.013
LPAILSPGA
14526
9
P2A


9
HCV

1783
16.014
NPAIASLMA
14527
9
P2A


10
HCV

2897
16.015
SPGEINRVA
14528
9
P2A


11
HCV

2551
16.016
TPIDTTIMA
14529
9
P2A


12
HCV

1621
16.017
TPLLYRLGA
14530
9
P2A


13
HCV

242
16.018
TPTLAARNA
14531
9
P2A


14
HCV
NEF
793
16.019
WPLLLLLLA
14532
9
P2A


15
HIV
POL
38
16.020
EPAADGVGA
14533
9
P2A


16
HIV

225
16.021
NPYNTPVFA
14534
9
P2A


17
MAGE2

60
16.022
SPPHSPQGA
14535
9
P2A


18
MAGE3

30
16.023
APATEEQEA
14536
9
P2A


19
MAGE3

60
16.024
DPPGSPQGA
14537
9
P2A


20
PAP
TRAP
4
16.032
APLLLARAA
14538
9
P2A


21
Plasmodium

522
16.175
VPGAATPYA
14539
9
P2A


22
PSA
ENV
52
16.176
HPQWVLTAA
14540
9
P2A


23
HBV
NUC
313
16.177
IPIPSSWAFA
14541
10
P2A


24
HBV
NUC
49
16.178
SPHHTALRQA
14542
10
P2A


25
HBV
POL
128
16.179
TPPAYRPPNA
14543
10
P2A


26
HBV
POL
633
16.180
APFTQCGYPA
14544
10
P2A


27
HBV
X
712
16.181
LPIHTAELLA
14545
10
P2A


28
HBV

67
16.182
GPCALRFTSA
14546
10
P2A


29
HCV

2181
16.183
DPSHITAETA
14547
10
P2A


30
HCV

2806
16.184
DPTTPLARAA
14548
10
P2A


31
HCV

339
16.185
IPQAVVMVA
14549
10
P2A


32
HCV

2159
16.186
LPCEPEPDVA
14550
10
P2A


33
HCV

674
16.187
LPCSIIILPA
14551
10
P2A


34
HCV

2567
16.168
QPEKGGRKPA
14552
10
P2A


35
HCV

1356
16.189
VPHPNIEEVA
14553
10
P2A


36
HIV
GAG
360
16.190
GPGHKARVLA
14554
10
P2A


37
HIV
GAG
332
16.191
NPDCKTILKA
14555
10
P2A


38
HIV
GAG
170
16.192
SPEVIPMFSA
14556
10
P2A


39
HIV
POL
820
16.195
IPAETGQETA
14557
10
P2A


40
HIV
POL
320
16.196
LPQGWKGSPA
14558
10
P2A


41
HIV
POL
760
16.197
PPVVAKEIVA
14559
10
P2A


42
MAGE2

30
16.198
APATEEQQTA
14560
10
P2A


43
MAGE213

98
16.199
FPDLESEFQA
14561
10
P2A


44
MAGE3

30
16.200
APATEEQEAA
14562
10
P2A


45
MAGE3

170
16.201
DPIGHLYIFA
14563
10
P2A


46
PAP
CSP
348
16.202
SPSCPLERFA
14564
10
P2A


47
Plasmodium
EXP-1
327
16.218
DPNRNVDENA
14565
10
P2A


48
Plasmodium
EXP-1
116
16.243
DPADNANPDA
14566
10
P2A


49
Plasmodium
LSA1
132
16.244
EPNADPQVTA
14567
10
P2A


50
Plasmodium
TRAP
1728
16.307
KPEQKEDKSA
14568
10
P2A


51
Plasmodium

303
16.342
QPRPRGDNFA
14569
10
P2A


52
PSA

141
16.343
EPALGTTCYA
14570
10
P2A
















TABLE 35







Binding of B7-like supermotif containing peptides to B7-like supertype HLA alleles












SEQ

RESTRICTION
BINDING CAPACITY (IC50 nM)
















SEQUENCE
ID NO
SOURCE
(or ORIGIN)
REFERENCE
B'0701
B*3501
B*3502
B*3503
B*5401





YPAEITLTW
3488
B*5301 self peptide
B*5301
38

104a


54

1160

176


25



MPLETQLAI
3489

P.
talciparum

B*5101,
38

54


28

1146

12


1.6





SHEBA 77-85
B*5301








LPSDFFPSV
3490
HBc 19-27


1323

298



97


4.6



XPSDXAAEA
3491
B*5401 Nat. Processed
(B*5401)

11714

207

13364

136


8.4



LPFDFTPGY
3492
B*3501 nat. proc.
(B*3501)
83
-b)

5.6

1307
6286

253



APRTVALTA
3493
B*0701 Nat. Processed
(B*0701)
59

4.9




52


LPGPKFLQY
3494
B*3501 nat. proc.
(B*3501)
83


148






DPKVKQWPL
3495
HIV pot 185-193
B*0801
72

105

5636

1128
17813


MPNDPNRNV
3496

P.
falciparum cap

B*5101,
38
3417




48





300-308
B*5301








APRTLVYLL
3497
A*0201 sig seq 5-13
(B*0701)
59

4.1









analog









APRTVALTAL
3498
B*0701 Nat. Processed
(B*0701)
59

4.2




17273


APRASRPSL
3499
B*0701 Nat. Processed
(B*0701)
59

3.9







YPFQPPKV
3500
B*5401 Nat. Processed
(B5401)




14667

87



KPIVQYDNF
3501

P.
falciperum isa

B*5301
38
27333








1786-1794









TPYDINQML
3502
HIV-2
B*5301
38
2733
17714

1158
15833


DPYEVSYRI
3503
B*5401 Nat. Processed
(B*5401)








YPAEITLTW
3504
B*5301 self peptide
B*5301
38

104a

54
1160

176


25



MPLETQLAI
3505

P.
talciparum SHEBA

B*5101,
38

54


28

1146

12


1.6





77-85
B*5301








LPSDFFPSV
3506
HBc 19-27


1323

298



97


4.6



XPSDXAAEA
3507
B*5401 Nat. Processed
(B*5401)

11714

207

13364

136


8.4



LPFDFTPGY
3508
B*3501 nat. proc.
03501)
83
-b)

5.6

1307
6286

253



APRTVALTA
3.509
B*0701 Nat. Processed
(B*0701)
59

4.9





52



LPGPKFLQY
3510
B*3501 nat. proc.
(B*3501)
83


148






DPKVKQWPL
3511
HIV pol 185-193
B*0801
72

105

5636

1128
17813


MPNDPNRNV
1512

P.
falciparum cap

B*5101,
38
3417




48





300-308
B*5301








APRTLVYLL
3513
A*0201 sig seq 5-13
(B*0701)
59

4.1









analog









APRTVALTAL
3514
B*0701 Nat. Processed
(B*0701)
59

4.2




17273


APRASRPSL
3515
B*0701 Nat. Processed
(B*0701)
59

3.9







YPFQPPKV
3516
B*5401*5401
(B*5401)



14667


87





Nat. Processed









KPIVQYDNF
2512

P.
falciperum isa

B*5301
38
27333








1786-1794









TPYDINQML
3518
HIV-2
B*5301
38
2733
17714

1158
15833


DPYEVSYRI
3519
B*5401 Nat. Processed
(B*5401)











a) Shaded areas highlight binding capacity


b) A dash indicates an IC50 > 30000 nM













TABLE 36







Binding of Peptides to B7-like Supermotif Alleles



















SEQ

B*0701
B*3501
B*5301
B*5401
Allelles


PEPTIDE
AA
SEQUENCE
ID NO
SOURCE
(nM)
(nM)
(nM)
(nM)
bound



















15.066
9
FPVRPQVPL
3520
HIV NEF 84
7.1
2.2
92
44
4


15.032
9
IPIPSSWAF
3521
HBV ENV 313
60
7.8
35
4000
3


15.037
9
FPHCLAFSY
3522
HBV POL 541
3375
7.5
18
400
3


15.044
9
LPGCSFSIF
3523
HCV Core 168
31
113
122
8000
3


15.107
9
VPISHLYIL
3524
MAGE2 170
22
384
396
3525
3


15.140
9
MPKAGLLII
3525
MAGE3 196
321

92
112
3


16.009
9
LPVCAFSSA
3526
HBV X 58
348
533

2.0
2


15.047
9
YPCTVNFTI
3527
HCV E2 622
10800
966
102
89
2


16.012
9
FPYLVAYQA
3528
HCV 1582
18000
182
1706
1.2
2


15.064
9
EPRIWLHJL
3529
HIV VPR 34
5.4
10286
16909
226
2


15.073
9
EPISPIETV
3530
WV POL 171
3484
1051
251
9.8
2


15.134
9
LPTFMNYPI
3531
MAGE3 71
71
46
802
3152
2


16.032
9
APLLLARAA
3532
PAP 4
257


2.6
2


16.176
9
HPQWVLTA
3533
PSA 52
225
1532

1.1
2


15.030
9
IPQSLDSWW
3534
HBV ENV 191


64
+
1


15.033
9
TPARVTGGV
3535
HBV POL 365
466


18909
1


15.034
9
LPIFFCLWV
3536
HBV ENV 379


2345
55
1


15.036
9
HPAAMPHLL
3537
HBV POL 440
58
1618
580
6118
1


15.038
9
DPSRGRLGL
3538
HBV POL 789
45



1


16.006
9
FPDHQLDPA
3539
HBV ENV 14

8000

13
1


16.008
9
YPALMPLYA
3540
HBV POL 640
524
1134
2583
0.80
1


15.039
9
QPRGRRQPI
3541
HCV Core 57
24



1


15.042
9
SPRGSRPSW
3542
HCV Core 99
14



1


15.043
9
DPRRRSRNL
3543
HCV Core111
318



1


15.048
9
LPALSTGLI
3544
HCV NS3 1358
153

1505
20800
1


15.049
9
LPNLEEVAL
3545
HCV E2681
1500
227
14308
5333
1


15.054
9
SPGALVVGV
3546
HCV NS4 1887


81

1


15.060
9
SPGQRVEFL
3547
HCV NS5 2615
44



1


15.063
9
APTLWARMI
3548
HCV NS5 2835
338



1


16.010
9
APLGGAARA
3549
HCV 142
1385


330
1


16.013
9
LPAILSPGA
3550
HCV 1882



11
1


16.014
9
NPAIASLMA
3551
HCV 1783
5143


263
1


16.017
9
TPLLYRLGA
3552
HCV 1621
656


45
1


16.019
9
WPLLLLLLA
3553
HCV 793
10800

12400
270
1


15.065
9
SPTRRELQV
3554
HIV POL 37
257



1


15.067
9
RPQVPLRPM
3555
HIV NEF 87
3.3
5760


1


15.070
9
KPCVKLTPL
3556
HIV ENV 123
13



1


15.071
9
SPRTLNAWV
3557
HIV GAG 153
9.8


20800
1


15.077
9
GPKVKQWP
3558
HIV POL 189
372



1


15.081
9
SPAIFQSSM
3559
HIV POL 327
13
1920

8000
1


15.083
9
NPDIVIYQY
3560
FEW POL 346

343


1


15.084
9
GPGH1CARVL
3561
HIV GAG 360
189



1


15.088
9
YPLASLRSL
3562
HIV GAG 507
5.5
847
11625
1944
1


15.095
9
VPRRICAKII
3563
HIV POL 991
11



1


16.021
9
NPYNTPVFA
3564
HIV POL 225



105
1


15.096
9
TPTLHEYML
3565
HPV16 E7 5
51



1


15.104
9
KPLNPAEKL
3566
HPV18 E6 10
154



1


15.108
9
MPKTGLLII
3567
MAGE2 196
2789

172
597
1


15.113
9
DPACYEFLW
3568
MAGE2 265


115

1


15.117
9
EPHISYPPL
3569
MAGE2 296
50
8000


1


15.119
9
YPPLHEARA
3570
MAGE2 301
20


5474
1


15.156
9
GPHISYPPL
3571
MAGE3 296
6.2



1


15.175
9
HPSDGKCNL
3572
SSP2 206
245

6414

1


15.178
9
RPRGDNFAV
3573
SSP2 305
11


3506
1


15.182
9
QPRPRGDNF
3574
SSP2 303
331



1


15.031
9
CPGYRWMC
3575
HBV ENV 232
806



0


15.035
9
WPKFAVPNL
3576
HBV POL 404
1009


7172
0


16.007
9
PPKFAVPNL
3577
HBV POL 129




0


15.040
9
QPGYPWPLY
3578
HCV Core 78

6545


0


15.041
9
WPLYGNEGL
3579
HCV Core 83
859

6889

0


15.045
9
IPQAVVDMV
3580
HCV E1 339
13500


8667
0


15.046
9
SPWLTPRCM
3581
HCV E2 600
651



0


15.051
9
APPPSWDQM
3582
HCV NS3 1598
1929



0


15.052
9
PPPSWDQM
3583
HCV NS3 1599




0


15.053
9
SPTPLLYRL
3584
HCV NS3 1619
2298



0


15.055
9
GPGEGAVQ
3585
HCV NS4 1906




0


15.056
9
LPCEPEPDV
3586
HCV NS5 2159




0


15.057
9
EPEPDVAVL
3587
HCV NS5 2162




0


15.058
9
DPDLSDGSW
3588
HCV NS5 2396


18600

0


15.059
9
PPHSALSKF
3589
HCV NS5 2512




0


15.061
9
DPPQPEYDL
3590
HCV NS5 2771




0


15.062
9
WPEYDLELI
3591
HCV NS5 2774




0


16.011
9
DPTTPLARA
3592
HCV 2806



800
0


16.015
9
SPGEINRVA
3593
HCV 2897
18000


2811
0


16.018
9
TPTLAARNA
3594
HCV 242



5778
0


15.068
9
DPDLADQLI
3595
IIIV VIE 99




0


15.069
9
LPGRWKPK
3596
HIV POL 110
1440



0


15.072
9
PPLPSVJKL
3597
HIV VIF 161




0


15.074
9
VPVKLKPGM
3598
HIV POL 179
18000


1664
0


15.075
9
KPGMDGPK
3599
HIV POL 184




0


15.076
9
TPQDLNTML
3600
HIV GAG 185
7200



0


15.078
9
NPPIPVGEI
3601
HIV GAG 258




0


15.079
9
PPIPVGEIV
3602
HIV GAG 259




0


15.080
9
GPICEPERDV
3603
HIV GAG 293




0


15.082
9
GPAATLEEM
3604
HIV GAG 343
3857



0


15.085
9
EPPFLWMGY
3605
HIV POL 395




0


15.086
9
DPEIVMHSF
3606
HIV ENV 404




0


15.087
9
LPEICDSwTv
3607
HIV POL 417



895
0


15.089
9
APTKALRRV
3608
HIV ENV 547
659



0


15.090
9
TPPLVKLWV
3609
HIV POL 590

2667

4822
0


15.091
9
EPIVGAETF
3610
HIV POL 603

2182
4769

0


15.092
9
QPDKSESEL
3611
HIV POL 680
9000



0


15.093
9
LPPVVAKEI
3612
HIV POL 759
9818



0


15.094
9
PPVVAKEIV
3613
HIV POL 760




0


16.020
9
EPAADGVGA
3614
HIV NEF 38



13000
0


15.099
9
DPQERPRKL
3615
HPV16 E611




0


15.100
9
EPDRAHYNI
3616
HPV16 E7 46


5636

0


15.101
9
CPEEKQRHL
3617
HPV I6 E6 118
18000

15500

0


15.102
9
GPKATLQDI
3618
HPV16 E7 3
13500



0


15.103
9
DPTRRPYKL
3619
HPV18 E6 6




0


15.105
9
NPAEKLRHL
3620
HPV 18 E6 113
509



0


16.022
9
SPPHSPQGA
3621
MAGE2 60



3059
0


15.120
9
EPVTKAEML
3622
MAGE2/3 128




0


15.121
9
VPGSDPACY
3623
MAGE2/3 261




0


15.138
9
DPIGHLYIF
3624
MAGE3 170

626
2548

0


15.157
9
YPPLHEWVL
3625
MAGE3 301
2038
947
3957
4522
0


16.024
9
DPPQSPQGA
3626
MAGE3 60



7704
0


15.173
9
MPNDPNRN
3627
CSP 293



612
0


15.174
9
IPDSIQDSL
3628
SSP2 164
2455



0


15.176
9
GPFMKAVC
3629
SSP2 228
2314



0


15.177
9
LPKREPLDV
3630
SSP2 287
8308



0


15.179
9
PPNPPNPDI
3631
SSP2 364




0


15.180
9
IPEDSEKEV
3632
SSP2 379




0


15.181
9
EPAPFDETL
3633
SSP2 544

2939
1625

0


15.183
9
LPNDKSDRY
3634
SSP2 419

533
2214

0


15.184
9
LPSENERGY
3635
LSAI 1663

2038


0


15.185
9
KPIVQYDNF
3636
LSAI 1786

10800
2036

0


16.071
9
DPQVTAQDV
3637
P. falciparum EXP




0


16.072
9
EPLIDVHDL
3638
P. falciparum EXP




0


16.073
9
QPQGDDNNL
3639
P.f alciparum EXP




0


16.175
9
VPGAATPYA
3640
P. falciparum



5778
0


15.217
10
FPHCLAFSY
3641
HBV POL 541
99
119
380
671
3


15.268
10
YPLASLRSLF
3642
HIV GAG 507
400
480
150
759
3


15.350
10
TPYAGEPAP
3643
SSP2 539
55
76
420
4674
3


15.214
10
TPARVTGGV
3644
HBV POL 365
75
294


2


15.225
10
YPCTVNFTIF
3645
HCV E2 622
1521
399
257
315
2


16.185
10
IPQAVVDMV
3646
HCV 339
7043
300

5.7
2


16.187
10
LPCSFTTLPA
3647
HCV 674
422
24000

16
2


16.196
10
LPQGWKGSP
3648
HIV POL 320
450


18
2


15.210
10
LPLDKGIKPY
3649
HBV POL 123

548


1


16.177
10
IPIPSSWAFA
3650
HBV ENV 313
4154
3064
6643
23
1


16.180
10
APFTQCGYP
3651
HBV POL 633
1895


7.7
1


16.181
10
LPIHTAELLA
3652
HBV POL 712
3086
6857
5813
32
1


16.182
10
GPCALRFTS
3653
HBV X 67
60


3000
1


15.218
10
LPRRGPRLG
3654
HCV Core 37
28


4160
1


15.219
10
APLGGAARA
3655
HCV Core 142
9.4


13867
1


15.223
10
VPASQVCGP
3656
HCV E2 497
500


5200
1


15.226
10
SPLLLSTTEQ
3657
HCV E2 663
21600

55
10400
1


15.231
10
RPSGMFDSS
3658
HCV NS3 1506
149



1


15.234
10
KPTLHGPTP
3659
HCV NS3 1614
3.8



1


15.235
10
TPLLYRLGA
3660
HCV NS3 1621
450


940
1


15.237
10
NPAIASLMA
3661
HCV NS4 1783
393
9000


1


15.238
10
LPAILSPGAL
3662
HCV NS4 1882
1019


50
1


15.239
10
SPGALVVGV
3663
HCV NS4 1887
415



1


15.247
10
APTLWARMI
3664
HCV NS5 2835
6.1



1


16.189
10
VPHPNIEEVA
3665
HCV 1356



36
1


15.257
10
IPVGEIYKR
3666
HIV GAG 261


175

1


15.269
10
APTKAKRRV
3667
HIV ENV 547
44



1


15.282
10
VPISI-ILYILV
3668
MAGE2 170
2000

5580
100
1


15.283
10
MPKTGLLIIV
3669
MAGE2 196
18000
24000

170
1


15.285
10
HPRKLLMQD
3670
MAGE2 241
137



1


16.199
10
FPDLESEFQA
3671
MAGE2/3 98

5760

297
1


15.307
10
LPTTMNYPL
3672
MAGE3 71

12000
174
2950
1


15.311
10
MPKAGLLIIV
3673
MAGE3 196
1770

14308
12
1


16.201
10
DPIGHLYIFA
3674
MAGE3 170


20667
359
1


15.208
10
GPLEEELPRL
3675
HBV POL 19




0


15.209
10
IPQTHKVGN
3676
HBV POL 50
4050



0


15.211
10
PPNAPILSTL
3677
HBV CORE 134




0


15.212
10
GPLLVLQAG
3678
HBV ENV 173




0


15.213
10
VPFVQWFVG
3679
HBV ENV 340
5143


4245
0


15.215
10
LPIFFCLWVY
3680
HBV ENV 379

917
16412

0


15.216
10
VPNLQSLTN
3681
HBV POL 409
9000



0


16.178
10
SPITIHTALRQ
3682
HBV NUC 49
4500


3000
0


16.179
10
TPPAYRPPN
3683
HBV NUC 128



997
0


15.220
10
LPGCSFSIFL
3684
HCV Core 168
2512
8000
686
8432
0


15.221
10
IPTITIRRHV
3685
HCV E1 252
9818



0


15.222
10
YPGHVSGHR
3686
HCV E1 308
1301
3927


0


15.224
10
GPQLTPRCM
3687
HCV E2 600




0


15.227
10
WPLLLLLLA
3688
HCV E2 793
1333

2620
2849
0


15.228
10
TPCTCGSSD
3689
HCV NS3 1120
10800



0


15.229
10
VPAAYAAQ
3690
HCV NS3 1239

9600


0


15.230
10
NPSVAATLG
3691
HCV NS3 1254




0


15.232
10
LPVCQDHLE
3692
HCV NS3 1547

1565
827

0


15.233
10
APPPSWDQM
3693
HCV NS3 1598


15500

0


15.236
10
LPGNPAIASL
3694
HCV NS4 1780
752
4364

2311
0


15.240
10
GPGEGAVQ
3695
HCV NS4 1906




0


15.241
10
VPESDAAAR
3696
HCV NS4 1934




0


15.242
10
EPDVAVLTS
3697
HCV NS5 2164
3375
1694


0


15.243
10
SPGQRVEFL
3698
HCV NS5 2615
18000



0


15.244
10
PPGDPPQPE
3699
HCV NS5 2768




0


15.245
10
PPQPEYDLE
3700
HCV NS5 2772




0


15.246
10
TPVNSQLGNI
3701
HCV NS5 2822


16909

0


16.183
10
DPSHITAETA
3702
HCV 2181
2348


2600
0


16.184
10
DPTTPLARA
3703
HCV 2806


20667
800
0


16.186
10
LPCEPEPDV
3704
HCV 2159



5474
0


16.188
10
QPEKGGRKP
3705
HCV 2567
4909


547
0


15.248
10
EPVDPRLEP
3706
HIV TAT 2


1603

0


15.249
10
SPTRRELQV
3707
HIV POL 37
2189

10941

0


15.250
10
LPGRWKPK
3708
HIV POL 110




0


15.251
10
TPVNIIGRNL
3709
HIV POL
152
18000


0


15.252
10
KPPLPSVJKL
3710
HIV VIF 160
3176



0


15.253
10
SPIETVPVKL
3711
HIV POL 174
1964



0


15.254
10
GPENPYNTP
3712
HIV POL 222




0


15.255
10
NPYNTPVFAI
3713
HIV POL 225
1612


6603
0


15.256
10
NPPIPVGEIY
3714
HIV GAG 258




0


15.258
10
VPLDKDFRK
3715
HIV POL 289

16000


0


15.259
10
GPKEPFRDY
3716
HIV GAG 293




0


15.260
10
EPFRDYVDR
3717
HIV GAG 296




0


15.261
10
TPG1RYQYN
3718
HIV POL 310
13500



0


15.262
10
EPFRKQNPDI
3719
HIV POL 340




0


15.263
10
GPAATLEEM
3720
HIV GAG 343
2700



0


15.264
10
NPDIVIYQY
3721
HIV POL 348
10800
2057
7750
10400
0


15.265
10
PPFLWMGYE
3722
HIV POL 396




0


15.266
10
HPDKWTVW
3723
HIV POL 406
4500



0


15.267
10
EPTAPPEESF
3724
HIV GAG 473




0


15.270
10
PPLVKLWYQ
3725
HIV POL 591




0


15.271
10
EPIVGAETFY
3726
HIV POL 603

9000


0


15.272
10
QPDKSESEL
3727
HIV POL 680




0


15.273
10
LPPVVAKEIV
3728
HIV POL 759




0


15.274
10
EPYNPQDQG
3729
HIV POL 872
2400


1841
0


15.275
10
DPLWKGPA
3730
HIV POL 963




0


16.190
10
GPGHKARVL
3731
HIV GAG 360



3059
0


16.191
10
NPDCKTILK
3732
HIV GAG 332




0


16.192
10
SPEVIPMFSA
3733
HIV GAG 170



5622
0


16.195
10
IPAETGQETA
3734
HIV POL 820



594
0


16.197
10
PPVVAKEIV
3735
HIV POL 760




0


15.276
10
EPDRAHYNI
3736
HPV16 E7 46




0


15.277
10
NPYAVCDKC
3737
HPV16 E6 65




0


15.278
10
GPKATLQDI
3738
HPV16 E7 3




0


15.279
10
EPQNEIPVDL
3739
HPV18 E7 16

16000


0


15.280
10
EPQRHTMLC
3740
HPV16 E7 55
2077

2146

0


15.281
10
IPHAACHKCI
3741
HPV18 E6 60
831


20800
0


15.288
10
GPRALIETSY
3742
MAGE2 274
6750
24000


0


16.198
10
APATEEQQT
3743
MAGE2 301




0


15.294
10
APEEKIWEE
3744
MAGE2/3 216




0


15.317
10
DPKKLLTQH
3745
MAGE3 241




0


15.321
10
GPRALVETS
3746
MAGE3 274




0


16.200
10
APATEEQEA
3747
MAGE3 301




0


15.343
10
NPDPNANPN
3748
CSP 101




0


15.344
10
EPSDKIIIKEY
3749
CSP 318




0


15.345
10
NPPNPPNPDI
3750
SSP2 363




0


15.346
10
LPNDKSDRY
3751
SSP2 419
3857

18600

0


15.347
10
IPYSPLSPKV
3752
SSP2 428
15429


723
0


15.348
10
HPSDGKCNL
3753
SSP2 206

3592
6909

0


15.349
10
NPEDDREEN
3754
SSP2 394




0


15.351
10
LPSENERGY
3755
LSA1 1663

5538


0


16.218
10
DPNRNVDEN
3756
P. falciparum CSP




0


16.241
10
EPLIDVHDLI
3757
P. falciparum EXP




0


16.242
10
QPQGDDNNL
3758
P. falciparum EXP




0


16.243
10
DPADNANPD
3759
P. falciparum EXP




0


16.244
10
PNADPQVTA
3760
P. falciparum EXP




0


16.307
10
PEQKEDKSA
3761
P. falciparum




0


16.342
10
QPRPRGDNF
3762
P. falciparum
6000


12235
0


16.202
10
SPSCPLERFA
3763
PAP 348



2447
0


16.343
10
EPALGTTCY
3764
PSA 141



4522
0
















TABLE 37







Improved prediction of B7-like supermotif


cross-reactive peptides











Fraction of



No. of Cross-reactive
Cross-reactive



Peptides Predicted
Peptides Predicted


Selection Criteria
≧2 alleles bound
≧2 alleles bound





none observed
14/24 (11%)
 14/14 (100%)


no negative residues present
13/54 (24%)
13/14 (93%)


no negative residues present
12/25 (48%)
12/14 (86%)


at least one preferred residue




present
















TABLE 38







Phenotypic frequencies of


A2-supertype alleles in four major ethnic groups









Phenotypic frequencya












Allele
Blacks
Caucasians
Orientals
Hispanics
Average















A*0201

22.3


45.6


18.1


37.1


30.8



A*6802

12.7

1.8
0.0
4.2
4.7


A*0206
0.0
0.4

9.3


6.3

4.0


A*0207
0.0
0.0

11.0

0.0
2.7


A*0205

5.2

1.8
0.3
3.0
2.5


A*0203
0.0
0.0

8.8

0.0
2.2


A*0202

6.4

0.0
0.5
1.3
2.0


A*6901
0.0
0.7
0.3
1.3
0.6


A*0211
0.0
0.0
0.0
1.3
0.3


A*0212
0.0
0.0
0.3
0.8
0.3


A*0213
0.0
0.0
0.0
0.4
0.1


A*0214
0.0
0.0
0.0
0.0
0.0


Total
43.1
48.2
45.0
51.9
47.1






aPhenotypic frequencies were calculated from unpublished data provided by M. Fernandez-Vina and D. Mann.



Frequencies greater than 5% are indicated by bold font.













TABLE 39







HCV NS3 590




embedded image








aBinding capacities are expressed as ratios relative to the parent peptide. Peptides whose binding capacities are within 10-fold of the best binder are highlighted by shading, and are considered preferred; those whose relative binding capacities are 10-100-fold less than the best binder are considered tolerated.




bA dash (“-”) indicates relative binding <0.01.














TABLE 40







HBV core 18 F6 > Y




embedded image








aBinding capacities are expressed as ratios relative to the parent peptide. Peptides whose binding capacities are within 10-fold of the best binder are highlighted by shading, and are considered preferred; those whose relative binding capacities are 10-100-fold less than the best binder are considered tolerated.




bA dash (“-”) indicates relative binding <0.01.














TABLE 41







HCV NS3 590




embedded image








aBinding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule. Peptides whose relative binding capacities are in the 1-0.1 range are highlighted by shading, and are considered preferred; those whose relative binding capacities are in the 0.1-0.01 range are considered tolerated.



A dash (“-”) indicates relative binding <0.01.













TABLE 42







HBV core 18 F6 > Y




embedded image








aBinding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule. Peptides whose relative binding capacities are in the 1-0.1 range are highlighted by shading, and are considered preferred; those whose relative binding capacities are in the 0.1-0.01 range are considered tolerated.



A dash (“-”) indicates relative binding <0.01.













TABLE 43







Poly-alanine peptide ALAKAAAAV (SEQ ID NO: 3786)




embedded image








aBinding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule. Peptides whose relative binding capacities are in the 1-0.1 range are highlighted by shading, and are considered preferred; those whose relative binding capacities are in the 0.1-0.01 range are considered tolerated.



A dash (“-”) indicates relative binding <0.01.













TABLE 44







Summary


Allele/Peptide combinationsb

















% tolerated


Residue
Tested
Preferred
Tolerated
% preferred
or preferred















V
19
17
2
89.5
100.0


L
19
16
3
84.2
100.0


I
19
16
3
84.2
100.0


M
6
5
1
83.3
100.0


T
19
14
4
73.7
94.7


A
6
2
4
33.3
100.0


Q
13
8
3
61.5
84.6


S
6
1
4
16.7
83.3


G
6
0
3
0.0
50.0


F
19
0
4
0.0
21.1


P
19
0
1
0.0
5.3


C
6
0
0
0.0
0.0


K
19
0
0
0.0
0.0


N
6
0
0
0.0
0.0


D
19
0
0
0.0
0.0






bindicates the number of instances in which a given residue was associated with relative binding in the 1-0.1 range (preferred) or 0.1-0.01 range (tolerated).














TABLE 45







HCV NS3 590




embedded image








aBinding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule. Peptides whose relative binding capacities are in the 1-0.1 range are highlighted by shading, and are considered preferred; those whose relative binding capacities are in the 0.1-0.01 range are considered tolerated.



A dash (“-”) indicates relative binding <0.01.













TABLE 46







HBV core 18 F6 > Y




embedded image








aBinding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule. Peptides whose relative binding capacities are in the 1-0.1 range are highlighted by shading, and are considered preferred; those whose relative binding capacities are in the 0.1-0.01 range are considered tolerated.



A dash (“-”) indicates relative binding <0.01.













TABLE 47







Poly-alanine peptide ALAKAAAAV (SEQ ID NO: 3786)




embedded image








aBinding capacities are expressed as ratios relative to the related analog with the highest binding affinity for each individual molecule. Peptides whose relative binding capacities are in the 1-0.1 range are highlighted by shading, and are considered preferred; those whose relative binding capacities are in the 0.1-0.01 range are considered tolerated.



A dash (“-”) indicates relative binding <0.01.













TABLE 48







Summary


Allele/Peptide combinationsb

















% tolerated


Residue
Tested
Preferred
Tolerated
% preferred
or preferred















V
19
19
0
100.0
100.0


I
19
18
1
93.3
100.0


L
19
14
5
66.7
100.0


M
6
1
4
20.0
83.3


T
19
3
9
20.0
63.2


A
6
0
3
0.0
50.0


S
6
0
1
0.0
16.7


P
19
0
3
0.0
15.8


F
19
0
2
0.0
10.5


C
6
0
0
0.0
0.0


G
6
0
0
0.0
0.0


N
6
0
0
0.0
0.0


R
6
0
0
0.0
0.0


K
13
0
0
0.0
0.0


Y
6
0
0
0.0
0.0


D
13
0
0
0.0
0.0


Q
13
0
0
0.0
0.0






bindicates the number of instances in which a given residue was associated with relative binding in the 1-0.1 range (preferred) or 0.1-0.01 range (tolerated).














TABLE 49







Binding as a function of peptide size












Peptide length
(n)
% Binding peptides
ARBa
















8
171
3.5
0.072



9
2066
27.6
1.0



10
1451
17.8
0.27



11
179
14.5
0.20



Total
3867
22.2









aARB values are standardized to the peptide set carrying preferred residues in both primary anchor positions.














TABLE 50







Binding as a function of main anchor motifs












Motif

% Binding














Position 2
C-terminus
(n)
peptides
ARBa

















Preferred
Preferred
526
48.7
1.0



Preferred
Tolerated
1446
28.4
0.31



Tolerated
Preferred
558
17.6
0.098



Non-tolerated
Preferred
27
0.0
0.031



Preferred
non-tolerated
66
6.1
0.026



Tolerated
Tolerated
1337
7.1
0.026



Non-tolerated
Tolerated
46
0.0
0.015



Non-tolerated
non-tolerated
71
0.0
0.014



Tolerated
non-tolerated
105
0.0
0.013



Total

4182
20.7








aARB values are standardized to the peptide set carrying preferred residues in both primary anchor positions.














TABLE 51







8-mer peptides




embedded image








aA panel of 93 8-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIG. 1. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 14420 nM.














TABLE 52







9-mer peptides




embedded image








aA panel of 1389 9-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and were derived for each residue considered individually. At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIG. 1. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 1581 nM.














TABLE 53







10-mer peptides




embedded image








aA panel of 953 10-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and were derived for each residue considered individually. At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIG. 1. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 3155 nM.














TABLE 54







11-mer peptides




embedded image








aA panel of 95 11-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIG. 1. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 3793 nM.














TABLE 55







A*0202









Peptide length
(n)
ARBa












8
6
0.050


9
268
0.79


10
120
1.0


11
16
0.90


Total
410







aARB values are standardized to the peptide set carrying preferred residues in both primary anchor positions.














TABLE 56







A*0203









Peptide length
(n)
ARBa












8
6
0.11


9
272
1.0


10
122
0.75


11
16
0.36


Total
416







aARB values are standardized to the peptide set carrying preferred residues in both primary anchor positions.














TABLE 57







A*0206









Peptide length
(n)
ARBa












8
6
0.066


9
268
1.0


10
120
0.38


11
16
0.66


Total
410







aARB values are standardized to the peptide set carrying preferred residues in both primary anchor positions.














TABLE 58







A*6802









Peptide length
(n)
ARBa












8
6
0.071


9
268
1.0


10
120
0.60


11
16
0.47


Total
410







aARB values are standardized to the peptide set carrying preferred residues in both primary anchor positions.














TABLE 59







9-mer peptides




embedded image








aA panel of 268 9-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 401 nM.














TABLE 60





10-mer peptides









embedded image








aA panel of 120 10-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 342 nM.














TABLE 61





9-mer peptides









embedded image








aA panel of 272 9-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 85 nM.














TABLE 62





10-mer peptides









embedded image








aA panel of 122 10-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 95 nM.














TABLE 63





9-mer peptides









embedded image








aA panel of 268 9-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 387 nM.














TABLE 64





10-mer peptides









embedded image








aA panel of 120 10-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 643 nM.














TABLE 65





9-mer peptides









embedded image








aA panel of 268 9-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 838 nM.














TABLE 66





10-mer peptides









embedded image








aA panel of 120 10-mer peptides based on naturally occurring sequences from various viral, bacterial, or pathogen origin was analyzed. All peptides had at least 1 preferred and 1 tolerated residue at the main anchor positions. ARB values shown were calculated as described in the materials and methods, and are based on the grouping of chemically similar residues (see, e.g., ref. 6). At secondary anchor positions values corresponding to a 3-fold or greater increase in binding capacity are indicated by increased font. Positive effects are further identified bolded font, and negative effects by underlined and italicized font. Main anchor positions are shaded and residues determined to be preferred or tolerated anchors are indicated by bold font. ARB values at the anchor positions were derived from the analyses described in FIGS. 3 and 4. To allow use of the values shown in this table as coefficients for predictive algorithms, the values for non-selected anchor residues have been set to 0.001, equivalent to a 1000-fold reduction in binding capacity to filter out non-motif peptides. The average geometric binding capacity of the panel was 1055 nM.
















Lengthy table referenced here




US09340577-20160517-T00001


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Lengthy table referenced here




US09340577-20160517-T00002


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Lengthy table referenced here




US09340577-20160517-T00003


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Lengthy table referenced here




US09340577-20160517-T00004


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Lengthy table referenced here




US09340577-20160517-T00005


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Lengthy table referenced here




US09340577-20160517-T00006


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Lengthy table referenced here




US09340577-20160517-T00007


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Lengthy table referenced here




US09340577-20160517-T00008


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Lengthy table referenced here




US09340577-20160517-T00009


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Lengthy table referenced here




US09340577-20160517-T00010


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Lengthy table referenced here




US09340577-20160517-T00011


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00012


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00013


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00014


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Lengthy table referenced here




US09340577-20160517-T00015


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00016


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00017


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00018


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00019


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00020


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00021


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00022


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00023


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00024


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00025


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00026


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00027


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00028


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00029


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00030


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00031


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00032


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00033


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00034


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00035


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00036


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00037


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00038


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00039


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00040


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00041


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00042


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00043


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00044


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00045


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00046


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00047


Please refer to the end of the specification for access instructions.













Lengthy table referenced here




US09340577-20160517-T00048


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Lengthy table referenced here




US09340577-20160517-T00049


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Lengthy table referenced here




US09340577-20160517-T00050


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Lengthy table referenced here




US09340577-20160517-T00051


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Lengthy table referenced here




US09340577-20160517-T00052


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Lengthy table referenced here




US09340577-20160517-T00053


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Lengthy table referenced here




US09340577-20160517-T00054


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Lengthy table referenced here




US09340577-20160517-T00055


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Lengthy table referenced here




US09340577-20160517-T00056


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Lengthy table referenced here




US09340577-20160517-T00057


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Lengthy table referenced here




US09340577-20160517-T00058


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Lengthy table referenced here




US09340577-20160517-T00059


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Lengthy table referenced here




US09340577-20160517-T00060


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Lengthy table referenced here




US09340577-20160517-T00061


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Lengthy table referenced here




US09340577-20160517-T00062


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Lengthy table referenced here




US09340577-20160517-T00063


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Lengthy table referenced here




US09340577-20160517-T00064


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Lengthy table referenced here




US09340577-20160517-T00065


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Lengthy table referenced here




US09340577-20160517-T00066


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Lengthy table referenced here




US09340577-20160517-T00067


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Lengthy table referenced here




US09340577-20160517-T00068


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Lengthy table referenced here




US09340577-20160517-T00069


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Lengthy table referenced here




US09340577-20160517-T00070


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Lengthy table referenced here




US09340577-20160517-T00071


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Lengthy table referenced here




US09340577-20160517-T00072


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Lengthy table referenced here




US09340577-20160517-T00073


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Lengthy table referenced here




US09340577-20160517-T00074


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Lengthy table referenced here




US09340577-20160517-T00075


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Lengthy table referenced here




US09340577-20160517-T00076


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TABLE 142





Binding of A3-Like Restrictive Peptides









embedded image








bGood binding capacities were defined as <500 nM and are highlighted by shading.














TABLE 143





Allele-specific secondary anchor preferences determined by relative binding


values. The values in the tables directly correlate with binding affinity. In


view of this, analogs with increased binding affinity may be created by


substituting a residue that gives a higher score. The shaded regions at


positions 2 and 9 indicate that these peptide positions bore one of the


designated primary anchor residues.









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TABLE 144







Discreet Substitutions Improve the B7-Like Supertype Binding


Capacity and Degeneracy of Peptide Ligands












SEQ
Binding (IC50 nM)















Source
123456789
ID NO
B*0701
B*3501
B*5101
B*5301
B*5401
x-rxn


















HIV nef
FPVRPQVPL
11243
16
43
12
481
71
5


84











FPVRPQFPL
11244
9.5
23
207
319
241
5



FPVRPQVPI
11245
22
120.0
15
31
1.6
5




11246








HBV
IPIPSSWAF
11247
42
2.6
2.3
12
2970
4


ENV 313













F
PIPSSWAF

11248
24
1.2
305
1.7
105
5



IPIPMSWAF
11249
229
2.2
580
930
5.9
3



IPFPSSWAF
11250
186
1.7
16
3.8
826
4



IPIPSSWAI
11251
31
54
15
24
7.7
5




11252








HBV
FPHCLAFSY
11253

14
83
17
503
3


POL 541











FPHCLAFAL
11254
25
2.7
28
5.0
24
5



FPHCLAFSL
11255
74
2.4
4.5
15
7.7
5



FPFCLAFSY
11256

6.5
27
4.8
5.1
4



FPHCLAFSI
11257
675
29
6.3
3.8
1.0
4



FPHCLAFSA
11258
3667
6.5
250
137
0.6
4




11259








HCV
LPGCSFSIF
11260
28
90
100
114
6897
4


Core 168













F
PGCSFSIF

11261
19
1.6
132
3.2
67
5



LPVCSFSIF
11262
8.7
2.5
13
2.7
5128
4



LPGCMFSIF
11263
24
28
53
39
2778
4




11264








MAGE2
VPISHLYIL
11265
22
171
96
238
3175
4


170













F
PISHLYIL

11266
16
7.3
6.4
7.0
28
5



VPISMLYIL
11267
164
273
73
1075
1493
3



VPISHLYII
11268
108
5333
8.3
326
91





11269








MAGE3
MPKAGLLII
11270
940
5039
393
90
248
3


196













F
PKAGLLII

11271
162
1303
5.8
60
150
4



MPVAGLLII
11272
86
66
1.0
2.3
112
5



MPKAMLLII
11273
1528

5.8
186
24
3



MPFAGLLII
11274
229
1.0
0.9
2.3
0.27
5




















TABLE 145








Sequence
SEQ

Binding Capacity (IC50 nM)

























Peptide
1
2
3
4
5
6
7
8
9
10
11
ID NO
Restriction
A3
A11
A31
A*3301
A*6801




























HBVc 141-151a
S
T
L
P
E
T
T
V
V
R
R
11275
A31 Aw68
33
4
181
181
26


HIV nef 73-82b
Q
V
P
L
R
P
M
T
Y
K

11276
A3, A11
18
10
1837
2164
133


MAGE 1 96-104
S
L
F
R
A
V
I
T
K


11277
A3, A11
3
2
2483
10943
113


HIV env 43-52
T
V
Y
Y
G
V
P
V
W
K

11278
A3, A11
11
4
1636
10357
15


HCV lorf 1858-1867
G
V
A
G
A
L
V
A
F
K

11279
A3, A11
28
4
3303
27188
119


HIV env 42-52
V
T
V
Y
Y
G
V
P
V
W
K
11280
A3, A11
85
11
4615
38667
172


HBV pol 152-161
T
L
W
K
A
G
I
L
Y
K

11281
A3, A11
2
17
2927
30526
533






bGood binding capacities were defined as <500 nM and are highlighted by shading.














TABLE 146





Discrete substitutions improve the B7 supertype binding capacity and cross-reactivity of peptide ligands.


Substitutions relative to the native sequence are shaded.









embedded image


















TABLE 147







Binding activities of analogs of A2.1 motif-bearing peptides. The “(a)” indicates an


analogued peptide. Relative binding to A2.1 HLA molecules is shown in the last


column. Binding is expressed as a ratio of binding of the test peptide relative to a


standard peptide. A higher value for the analog relative to the native sequence


indicates an increase in binding affinity of the analog relative to the native


sequence. The standard A2.1 peptide (FLPSDYFPSV) binds to A2.1 molecules


with an IC50 of 5.0. The ratio is converted to IC50 by dividing the IC50 of the


standard peptide, i.e. 5.0, by the ratio shown in the Table.














SEQ ID
NO. OF

TARGET




SEQUENCE
NO
AA
VIRUS
PROTEIN
POSITION
A2.1
















RVTGGVFLV
11298
9
HBV
POL
942
0.0041


RLTGGVFLV(a)
11299




0.14


SLDSWWTSL
11300
9
HBV
ENV
194
0.0023


SLDSWWTSV(a)
11301




0.10


WILRGTSFV
11302
9
HBV
POL
1344
0.018


WLLRGTSFV(a)
11303




0.10


WGLLGFAA
11304
9
HBV
POL
1228
0.0009


ILGLLGFAV(a)
11305




0.060


RILTIPQSL
11306
9
HBV
ENV
187
0.0009


RMLTIPQSV(a)
11307




0.058


GLCQVFADA
11308
9
HBV
POL
1285
0.018


GLCAVFADV(a)
11309




0.030


RVSWPKFAV
11310
9
HBV
POL
993
0.0028


RLSWPKFAV(a)
11311




0.0072


SILSPFLPLL
11312
10
HBV
ENV
370
0.0025


SMLSPFLPLV(a)
11313




0.97


LVLQAGFFLL
11314
10
HBV
ENV
176
0.013


LMLQAGFFLV(a)
11315




0.63


FILLLCLIFL
11316
10
HBV
ENV
248
0.028


FMLLLCLIFL(a)
11317




0.045


FVGLSPTVWL
11318
10
HBV
ENV
346
0.0008


FLGLSPTVWV(a)
11319




0.030


LVLLDYQGML
11320
10
HBV
ENV
258
0


LMLLDYQGMV(a)
11321




0.0087


LVPFVQWFV
11322
9
HBV adw
ENV
339
0.020


LVPFVQWFA
11323
9
HBV adr


0.0031


LLPFVQWFV(a)
11324




0.63


LMPFVQWFV(a)
11325




0.83


RVTGGVFLV
11326
9
HBV
POL
942
0.0041


RLTGGVFLV(a)
11327




0.16


RMTGGVFLV(a)
11328




0.15


YLHTLWKAGI
11329
10
HBV
POL
721
0.028


YLHTLWKAGV(a)
11330




0.15


YMLDLQPET
11331
9
HPV
E7
11
1.4


YMLDLQPEV(a)
11332




1.9


YLLDLQEPV(a)
11333




0.22


YEFLWGPRA
11334
9

MAGE1
262
0


YMFLWGPRV(a)
11335




0.22


LVLGTLEEV
11336
9

MAGE1
38
0.032


LMLGTLEEV(a)
11337




0.13


LLGDNQIMP
11338
9

MAGE1
182
0.0001


LLGDNQIMV(a)
11339




0.043


WEELSVMEV
11340
9

MAGE1
215
0


WMELSVMEV(a)
11341




0.041


SLHCKPEEA
11342
9

MAGE1
7
0.013


SMHCKPEEV(a)
11343




0.018


ALGLVCVQA
11344
9

MAGE1
22
0.015


AMGLVCVQV(a)
11345




0.012


GLSYDGLLG
11346
9

MAGE1
176
0


GLSYDGLLV(a)
11347




0.0047


GVWIRTPPA
11348
9
HBV
CORE
542
0.0030


GLWIRTPPV(a)
11349




0.36


YVPSALNPA
11350
9
HBV
POL
1371
0.0039


YLPSALNPV(a)
11351




0.32
















TABLE 148





A2.1: POOL SEQUENCING FREQUENCY









embedded image









embedded image


















TABLE 149





SEQ ID NO
AA
Sequence
Source


















11352
9
FLYNRPLSV
TSA-1 641


11353
9
VLLPSLFLL
TSA-1 818


11354
9
LLPSLFLLL
TSA-1 819


11355
9
FVDYNFTIV
TSA-1 514


11356
9
KLFPEVIDL
TSA-1 89


11357
10
FLLLGLWGFA
TSA-1 824


11358
10
VLLPSLFLLL
TSA-1 818


11359
10
LLYSDDALHL
TSA-1 398


11360
9
AIYHPQQFV
MT 32k 178


11361
9
AMKADIQHV
MT 85c 317


11362
9
AMLQDMAIL
MT 65k 285


11363
9
DMWEHAFYL
MT superoxide dismutase 160


11364
9
GLFLTTEAV
MT 65k 509


11365
9
ILFTFLHLA
MT alanine dehydrogenase 92


11366
9
KLAGGVAVI
MT 65k 369


11367
9
LMIGTAAAV
MT 85B 15


11368
9
MLQDMAILT
MT 65k 286


11369
9
RLMIGTAAA
MT 85B 14


11370
9
RLVSGLVGA
MT 32k 25


11371
9
RMPAVTDLV
MT 70k 318


11372
9
SLLEIGEGV
MT 70k 179


11373
9
VLLLDVTPL
MT 70k 363


11374
9
YTYKWETFL
MT 85c 137


11375
9
ALINDQLIM
Lassa gp 343


11376
9
AMLQLDPNA
Lassa Josiah(NP) 376


11377
9
FVFSTSFYL
Lassa gp 434


11378
9
GLTSAVIDA
Lassa Josiah(NP) 444


11379
9
GLVGLVTFL
Lassa Josiah(GP)


11380
9
IISTFHLSI
Lassa gp 136


11381
9
ILAADLEKL
Lassa np 101


11382
9
IMTSYQYLI
Lassa gp 213


11383
9
LIALSVLAV
Lassa Josiah(GP) 23


11384
9
LISIFLHLV
Lassa gp 442


11385
9
LLGTFTWTL
Lassa gp 258


11386
9
LMDCIMFDA
Lassa np 531


11387
9
LTYSQLMTL
Lassa np 365


11388
9
MAWGGSYIA
Lassa gp 194


11389
9
NISGYNFSL
Lassa np 240


11390
9
RLFDFNKQA
Lassa gp 314


11391
9
RLLGTFTWT
Lassa gp 257


11392
9
RLRDLNQAV
Lassa np 66


11393
9
RMAWGGSYI
Lassa gp 193


11394
9
STSFYLISI
Lassa gp 437


11395
9
VLIALSVLA
Lassa Josiah(GP) 22


11396
9
YLISIFLHL
Lassa gp 441


11397
10
ALYLLDGLRA
MT 32k 77


11398
10
AVHDTLFYCV
MT alanine dehydrogenase 291


11399
10
GLFLTTEAVV
MT 65k 509


11400
10
LLAAGVADPV
MT 65k 485


11401
10
LLGSFELTGI
MT 70k 427


11402
10
LLLDVTPLSL
MT 70k 364


11403
10
LMIGTAAAVV
MT 85B 15


11404
10
RIANGMGATV
MT alanine dehydrogenase 187


11405
10
SLLEIGEGVV
MT 70k 179


11406
10
ALMDCIMFDA
Lassa np 530


11407
10
GLVGLVTFLL
Lassa Josiah(GP) 42


11408
10
GLYKQPGVPV
Lassa gp 478


11409
10
GLYNFATCGL
Lassa Josiah(GP) 34


11410
10
LLHGLDFSEV
Lassa np 38


11411
10
LMSIISTFHL
Lassa gp 133


11412
10
NLYDHALMSI
Lassa Josiah(GP) 127


11413
10
RLLGTFTWTL
Lassa gp 257


11414
10
VLIALSVLAV
Lassa Josiah(GP) 22


11415
10
YLISIFLHLV
Lassa gp 441


11416
9
LLDEGKQSL
MT Esat6 28


11417
9
LMTFWNPPV
CEA 24 (a)


11418
9
VLYGPDTPV
CEA 589 (a)


11419
9
LLTFWNPPV
CEA 24 (a)


11420
10
VLYGPDAPTV
CEA 233 (a)


11421
9
KLSEYLQLV
MAGE 2


11422
11
LLPENNVLSPL
p53 25□35


11423
9
RMPEAAPPV
p53 65□73


11424
11
GLAPPQHLIRV
p53 187□197


11425
10
NLLGRNSFEV
p53 263□272


11426
9
LLGRNSFEV
p53 264□272


11427
9
SLYKGVYEL
Lassa Josiah (gp) 60
















TABLE 150





A2.1: BINDING OF ANALOGS OF A MOTIF-CONTAINING POLY A PEPTIDE









embedded image









embedded image



















TABLE 151







Sequence
Source
SEQ ID NO
















HBV











YMDDVVLGV
POL.538
11428







HCV











LLFLLLADA
NS1/E2.726
11429



VLVGGVLAA
NS4.1666
11430



HMWNFISGI
NS4.1769
11431



WMNRLIAFA
NS4.1920
11432







HIV1











YTAFTIPSI
POL.306
11433



LTFGWCFKLV
NEF.158
11434



MASDFNLPPV
POL.764
11435



CTLNFPISPI
POL.175
11436



KLVGKLNWA
POL.438
11437



LLQLTVWGI
ENV.731
11438



LTFGWCFKL
NEF.158
11439



ALVEICTEM
POL.212
11440



LVGPTPVNI
POL.156
11441



AIIRILQQL
VPR.59
11442



KMIGGIGGFI
POL.125
11443



MTNNPPIPV
GAG.282
11444



TLNFPISPI
POL.176
11445



KAACWWAGI
POL.869
11446



RAMASDFNL
POL.762
11447



RILQQLLFI
VPR.62
11448







Her2/neu











SIISAVVGI
Her2/neu.653
11449



QLFEDNYALA
Her2/neu.106
11450







CEA











YLWWVNNQSL
CEA.354
11451



IMIGVLVGV
CEA.691
11452



GIMIGVLVGV
CEA.690
11453



YLWWVNGQSL
CEA.532
11454



VLYGPDAPTI
CEA.233
11455



IMIGVLVGVA
CEA.691
11456



YLSGANLNL
CEA.605
11457
























TABLE 152










Protein or
1st



Peptide
AA
Sequence
SEQ ID NO
Antigen
Molecule
Position
A*0201






















1317.02
8
ALPPVAPV
11458
p53

69
0.0230


1317.11
11
LLPENNVLSPV
11459
p53

25
0.1300


F136.02
9
SLYNTITVL
11460
HIV
gag
77
0.0330


F136.03
9
SLYNTISVL
11461
HIV
gag
77
0.0190


F136.04
9
SLYNTVSTL
11462
HIV
gag
77
0.0320


32.0005
9
AIYGRPVSA
11463
KSHV

508
0.0560


32.0006
9
ALIGTMCGI
11464
KSHV

237
0.1500


32.0008
9
ATLGTVILL
11465
KSHV

8
0.0280


32.0016
9
FIALNLSFI
11466
KSHV

624
0.0640


32.0017
9
FIQNIDFKA
11467
KSHV

631
0.1400


32.0019
9
FLNSSNLFT
11468
KSHV

560
0.0780


32.0021
9
FLYVVCSLA
11469
KSHV

2
1.1000


32.0022
9
FVAVHVPDV
11470
KSHV

8
0.2600


32.0027
9
GILGTIIFA
11471
KSHV

244
0.0270


32.0033
9
HLDFWHHEV
11472
KSHV

168
0.2400


32.0042
9
ITATFTAPL
11473
KSHV

342
0.1300


32.005
9
LLGTWMFSV
11474
KSHV

53
1.5000


32.0053
9
LMWYELSKI
11475
KSHV

492
0.0670


32.006
9
MIIIVIAII
11476
KSHV

738
0.0150


32.0066
9
NLLDRLLLI
11477
KSHV

77
0.0290


32.0073
9
RIFYNILEI
11478
KSHV

20
0.0800


32.0074
9
RLASSVFDL
11479
KSHV

649
0.0670


32.0076
9
RLGAIPPLV
11480
KSHV

24
0.0150


32.0078
9
RLYQASAVM
11481
KSHV

4
0.0180


32.0081
9
SILGCDVSV
11482
KSHV

226
0.0430


32.0087
9
SVDFYQFRV
11483
KSHV

59
0.0160


32.0088
9
SVSDFDLRI
11484
KSHV

245
0.0120


32.009
9
TLGTVILLV
11485
KSHV

9
0.0830


32.0099
9
YLVWQPMSA
11486
KSHV

398
0.0130


32.0114
10
AAVEQILTSV
11487
KSHV

237
0.0210


32.0118
10
ALIGTMCGIL
11488
KSHV

237
0.0120


32.012
10
ATLGTVILLV
11489
KSHV

8
0.0690


32.0124
10
FLYVVCSLAV
11490
KSHV

2
0.2400


32.0127
10
GALPICSFVV
11491
KSHV

27
0.0160


32.0137
10
KLLGTVVMFSV
11492
KSHV

52
1.6000


32.0148
10
QLASILGCDV
11493
KSHV

223
0.0160


32.015
10
RLSNRICFWA
11494
KSHV

164
0.0130


32.0154
10
SLVTGFINFI
11495
KSHV

720
0.0210


32.0159
10
VLATDVTSFL
11496
KSHV

149
0.0190


32.016
10
VLLNGWRWRL
11497
KSHV

16
0.2800


32.0164
10
YLVWQPMSAI
11498
KSHV

398
0.0230


34.0006
8
QLAKTCPV
11499
p53

136
0.0110


34.0132
9
ALBRWGLLV
11500
HER2/neu

5
0.0960


34.0133
9
ALCRWGLLV
11501
HER2/neu

5
0.0360


34.0134
9
AMCRWGLLV
11502
HER2/neu

5
0.0280


34.0135
9
KLFGSLAFL
11503
HER2/neu

369
0.1200


34.0136
9
KLFGSLAFV
11504
HER2/neu

369
0.0900


34.0137
9
KMFGSLAFL
11505
HER2/neu

369
0.2000


34.0138
9
KMFGSLAFV
11506
HER2/neu

369
0.1200


34.014
9
KMFBQLAKV
11507
p53

132
0.0980


34.0141
9
KMFCQLAKV
11508
p53

132
0.0400


34.0199
10
RMPEAAPPVV
11509
p53

65
0.0340


34.0201
10
ALNKMFCQLV
11510
p53

129
0.0240


35.0031
9
VLLVSLGAI
11511
Flu
HEMA
542
0.0170


35.0034
9
LLTEVETPI
11512
Flu
VMT2
3
0.2100


35.0036
9
RLIQNSLTI
11513
Flu
VNUC
55
0.0300


35.004
9
KMNIQFTAV
11514
Flu
HEMA
402
0.0330


35.0046
10
GLFGAIAGFI
11515
Flu
HEMA
345
0.0451


35.0047
10
KLESMGIYQI
11516
Flu
HEMA
521
0.0120


35.0048
10
SLPFQNIHPV
11517
Flu
HEMA
306
0.0520


37.0013
8
ALPPVAPV
11518
p53

69
0.0500


37.0015
9
ALNKMFCQV
11519
p53

129
0.0770


37.0017
9
KLFCQLAKV
11520
p53

132
0.0640


37.0018
9
KLCPVQLWV
11521
p53

139
0.0440


37.0019
9
CLTIHYNYV
11522
p53

229
0.0110


37.0032
10
ALNKMFCQLV
11523
p53

129
0.0150


37.0033
10
VLVPYEPPEV
11524
p53

216
0.1100


37.0034
10
RLPEAAPPW
11525
p53

65
0.0350


37.0035
10
LLPPQHLIRV
11526
p53

188
0.0120


37.0069
11
ILLEDSSGNLV
11527
p53

255
0.0590


F124.03
10
KLVALGINAV
11528
HCV
NS3
1406
0.0110


F124.04
9
SLMAFTAAV
11529
HCV
NS4
1789
0.1900


F124.06
9
CINGVCWTV
11530
HCV
NS3
1073
0.0910


F124.08
9
TISGVLWQV
11531
HCV
NS3
1073
0.1400


F124.09
9
SISGVLWQV
11532
HCV
NS3
1073
0.1400


F124.10
9
SLMAFTASV
11533
HCV
NS4
1789
0.1200


F124.11
9
GLRDCTMLV
11534
HCV
NS5
2727
0.0120


F124.12
10
KLVALGVNAV
11535
HCV
NS3
1406
0.0200


F124.14
10
KLSGLGLNAV
11536
HCV
NS3
1406
0.0170


F124.23
10
KLVSLGVNAV
11537
HCV
NS3
1406
0.0150


F127.03
10
LLALLSCLTV
11538
HCV
Core
178
0.0240


F127.06
9
LLCPAGHAV
11539
HCV
NS3
1169
0.0140


F127.07
10
KLVALGINAV
11540
HCV
NS3
1406
0.0700


F127.08
9
SLMAFTAAV
11541
HCV
NS4
1789
6.5000


F127.09
9
LLFNILGWV
11542
HCV
NS4
1807
1.7000
















TABLE 153







Summary A2.1 Poly-A












AA position
(+)
(+/−)
(−)







1
FAYKVGSIT

EDP



2
LM
VITA
SNDFCKGP



3
AFDEMYLSNPV
K




4
CEVPATSD





5
NALYGEDKQ





6
FIAPCVYEG
DR




7
YANLPVETQ





8
ALGPFYQTNVEHK





9
VIL
AM
TCNFY







Ratio > 0.1



Ratio 0.01-0.1



Ratio < 0.01













TABLE 154





A2.1 9-mer PEPTIDES

















NUMBER OF PEPTIDES
161



GOOD BINDERS
19
11.8%


INTERMEDIATE BINDERS
36
22.4%


WEAK BINDERS
58
36.0%


NON-BINDERS
48
29.8%




















1+
1−
2+
2−
3+
3−
4+
4−
5+





A
5.5
2.1
0.0
0.0
3.6
4.2
5.6
8.3
5.5


G
7.3
2.1
0.0
0.0
3.6
8.3
9.1
8.3
9.1


D,E
3.6
35.4
0.0
0.0
3.6
8.3
9.1
8.3
9.1


R, H, K
12.7
4.2
0.0
0.0
3.6
16.7
16.4
16.7
9.1


L, V, I,
38.2
12.5
100.0
100.0
34.5
18.8
9.1
16.7
25.5


M











Y, F, W
14.5
2.1
0.0
0.0
21.8
4.2
7.3
8.3
18.2


Q, N
7.3
14.8
0.0
0.0
5.5
14.6
12.7
10.4
9.1


S, T, C
9.1
12.5
0.0
0.0
20.5
10.4
20.0
4.2
14.5


P
1.8
14.6
0.0
0.0
7.3
10.4
9.1
12.5
5.5



100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0





A
5−
6+
6−
7+
7−
8+
8−
9+
9−





G
8.3
5.5
6.3
9.1
2.1
3.6
12.5
0.0
0.0


D,E
8.3
10.9
8.3
5.5
12.5
3.6
8.3
0.0
0.0


R, H, K
8.3
10.9
8.3
5.5
12.5
3.6
8.3
0.0
0.0


L, V, I,
10.4
1.8
20.8
0.0
10.4
16.4
12.5
0.0
0.0


M
29.2
30.9
22.9
30.9
25.0
32.7
18.8
100.0
100.0


Y, F, W











Q, N
2.1
16.4
8.3
14.5
8.3
5.5
8.3
0.0
0.0


S, T, C
10.4
10.9
10.4
5.5
8.3
5.5
16.7
0.0
0.0


P
16.7
14.5
12.5
14.5
12.5
20.0
18.8
0.0
0.0



2.1
3.6
2.1
18.2
6.3
3.6
0.0
0.0
0.0



100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
















TABLE 155





A2.1 9-mer PEPTIDES


















NUMBER OF PEPTIDES
161




GOOD BINDERS
19
11.8%



INTERMEDIATE BINDERS
36
22.4%



WEAK BINDERS
58
36.0%



NON-BINDERS
48
29.8%




















pos. 1
pos. 2
pos. 3
pos. 4
pos. 5
pos. 6
pos. 7
pos. 8
pos. 9



ratio
ratio
ratio
ratio
ratio
ratio
ratio
ratio
ratio





A
2.6
NA
0.9
0.9
0.7
0.9
4.4
0.3
NA


G
3.5
NA
0.4
1.1
1.1
1.3
0.4
0.4
NA


D, E
0.1
NA
0.0
0.7
0.3
0.7
0.1
0.9
NA


R, H, K
3.1
NA
0.2
1.0
0.9
0.1
0.0
1.3
NA


L, V, I, M
3.1
1.0
1.8
0.5
0.9
1.3
1.2
1.7
1.0


Y, F, W
7.0
NA
5.2
0.9
8.7
2.0
2.3
2.6
NA


Q, N
0.5
NA
0.4
1.2
0.9
1.0
0.7
0.3
NA


S, T, C
0.7
NA
1.9
4.8
0.9
1.2
1.2
1.1
NA


P
0.1
NA
0.7
0.7
2.6
1.7
2.9
+++
NA
















TABLE 156







Summary of A2.1 Motif-Library, 9-mers









AA POSITION
(+)
(−)





1
(YFW)
P, (DE)


2
Anchor



3
(YFW)
(DE), (RKH)


4
(STC)



5
(YFW)



6

(RKH)


7
A
(RKH), (DE)


8




9
Anchor





(+) = Ratio ≧ 4-fold


(−) = Ratio ≦ 0.25













TABLE 157





A2.1 MOTIF FOR 9-MER PEPTIDES









embedded image


















TABLE 158







A2.1 naturally processed peptides

















1
2
3
4
5
6
7
8
9
SEQ ID NO
A2.1 Binding





A
L
X
G
G
X
V
N
V
11543
ND


L
L
D
V
P
T
A
A
V
11544
ND


G
X
V
P
F
X
V
S
V
11545
0.41


S
L
L
P
A
I
V
E
L
11546
0.19


S
X
X
V
R
A
X
E
V
11547
ND


Y
M
N
G
T
M
S
Q
V
11548
ND


K
X
N
E
P
V
X
X
X
11549
ND


Y
L
L
P
A
I
V
H
I
11550
0.26


A
X
W
G
F
F
P
V
X
11551
ND


T
L
W
V
D
P
Y
E
V
11552
0.23


G
X
V
P
F
X
V
S
V
11553
0.41
















TABLE 159





A2.1 10-mer PEPTIDES

















NUMBER OF PEPTIDES
170



GOOD BINDERS
10
 5.9%


INTERMEDIATE BINDERS
29
17.1%


WEAK BINDERS
70
41.2%


NON-BINDERS
61
35.9%





















1+
1−
2+
2−
3+
3−
4+
4−
5+
5−





A
2.6
0.0
0.0
0.0
10.3
3.3
2.6
11.5
5.1
3.3


G
7.7
9.8
0.0
0.0
7.7
16.4
15.4
3.3
5.1
6.6


D,E
0.0
23.0
0.0
0.0
2.6
16.4
7.7
13.1
2.6
9.8


R, H, K
7.7
6.6
0.0
0.0
5.1
16.4
2.8
16.0
10.3
14.8


L, V, I, M
48.7
16.4
100.0
100.0
33.3
3.3
23.1
23.0
30.8
24.6


Y, F, W
12.8
0.0
0.0
0.0
12.6
4.9
15.4
4.9
17.9
4.9


Q, N
10.3
9.6
0.0
0.0
7.7
8.2
7.7
9.8
7.7
9.8


S, T, C
10.3
11.5
0.0
0.0
15.4
18.0
12.6
11.5
20.5
19.7


P
0.0
23.0
0.0
0.0
5.1
13.1
12.6
4.9
0.0
6.6



100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0






6+
6−
7+
7−
8+
8−
9+
9−
10+
10−





A
7.7
13.1
10.3
8.2
7.7
4.9
2.6
4.9
0.0
0.0


G
10.3
1.6
17.9
6.6
7.7
11,5
.7
9.8
0.0
0.0


D,E
10.3
9.6
5.1
15.4
0.0
16.4
5.1
13.1
0.0
0.0


R, H, K
7.7
19.7
2.6
14.8
0.0
29.5
2.6
16.4
0.0
0.0


L, V, I, M
30.8
14.5
25.5
18.0
23.1
4.9
12.8
16.4
100.0
100.0


Y, F, W
7.7
13.1
12.8
6.2
23.1
1.6
20.5
9.6
0.0
0.0


Q, N
2.6
3.3
5.1
8.2
2.6
6.6
7.7
11.5
0.0
0.0


S, T, C
17.9
19.7
17.9
13.1
20.5
16.4
33.3
11.5
0.0
0.0


P
5.1
4.9
2.6
5.6
15.4
8.2
7.7
6.6
0.0
0.0



100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
100.0
















TABLE 160







A2.1 10-mer PEPTIDES









NUMBER OF PEPTIDES
170



GOOD BINDERS
10
5.9%


INTERMEDIATE BINDERS29
17.1%



WEAK BINDERS
70
41.2%


NON-BINDERS
61
35.9%





















pos. 1
pos. 2
pos. 3
pos. 4
pos. 5
pos. 6
pos.7
pos. 8
pos. 9
pos. 10



ratio
ratio
ratio
ratio
ratio
ratio
ratio
ratio
ratio
ratio





A
+++
NA
3.1
0.2
1.8
0.6
1.3
1.6
0.5
NA


G
0.8
NA
0.5
4.7
0.8
6.3
2.7
0.7
0.8
NA


D, E
0.0
NA
0.2
0.6
0.3
1.0
0.3
0.0
0.4
NA


R, H, K
1.2
NA
0.3
0.1
0.7
0.4
0.2
0.0
0.2
NA


L, V, I, M
3.0
1.0
10.2
1.0
1.3
2.1
1.4
4.7
0.8
1.0


Y, F, W
+++
NA
2.6
3.1
3.6
0.6
1.6
14.1
2.1
NA


Q, N
1.0
NA
0.9
0.8
0.8
0.8
0.6
0.4
0.7
NA


S, T, C
0.9
NA
0.9
1.1
1.0
0.9
1.4
1.3
2.9
NA


P
0.0
NA
0.4
2.6
0.0
1.0
0.4
1.9
1.2
NA
















TABLE 161







Summary of A2.1 Motif-Library 10-mers









AA position
(+)
(−)












1
(Y, F, W), A
(D, E), P


2
Anchor



3
(L, V, I, M)
(D, E)


4
G
A, (R, K, H)


5

P


6
G



7

(R, K, H)


8
(Y,F, M), (L, V, I, M)
(D, E), (R, K, H)


9

(R, K, H)


10
Anchor





(+) = Ratio ≧ 4-fold


(−) =Ratio ≦ 0.25













TABLE 162





A2.1 MOTIF FOR 10-MER PEPTIDES









embedded image


















TABLE 163





COMPARISON OF A2.1 BINDING OF


9-MERS AND 10-MERS









embedded image






embedded image
























TABLE 164








SEQ

MAGE





Sequence
ID NO
AA
Strain
Mol.
Pos.
Motif





ALEAQQEAL
11554
9
1

15
2.1


ILESLFRAV
11555
9
1

93
2.1


VITKKVADL
11556
9
1

101
2.1


CLGLSYDGL
11557
9
1/3

174
2.1


QIMPKTGFL
11558
9
1

187
2.1


SLHCKPEEAL
11559
10
1

7
2.1


PLVLGTLEEV
11560
10
1

37
2.1


CILESLFRAV
11561
10
1

92
2.1


AVITKKVADL
11562
10
1

100
2.1


VITKKVADLV
11563
10
1

101
2.1


LLKYRAREPV
11564
10
1/3

114
2.1


EIFGKASESL
11565
10
1

142
2.1


CLGLSYDGLL
11566
10
1/3

174
2.1


AISRKMVEL
11567
9
2

101
2.1


KMVELVHFL
11568
9
2

105
2.1


MVELVHFLL
11569
9
2

106
2.1


DLQQSLRVL
11570
9
2

143
2.1


SLRVLAAGL
11571
9
2

147
2.1


ALSRKVAEL
11572
9
3

101
2.1


HLYIFATCL
11573
9
3

167
2.1


YIFATCLGL
11574
9
3

169
2.1


QIMPKAGLL
11575
9
3

187
2.1


AISRKMVELV
11576
10
2

101
2.1


MVELVHFLLL
11577
10
2

106
2.1


KLPGLLSRDL
11578
10
2

135
2.1


LLSRDLQQSL
11579
10
2

139
2.1


SLPTTMNYPL
11580
10
3

63
2.1


DLESEFQAAL
11581
10
3

93
2.1


ALSRKVAELV
11582
10
3

101
2.1


KVAELVHFLL
11583
10
3

105
2.1


VIFSKASSSL
11584
10
3

142
2.1


SLQLVFGIEL
11585
10
3

150
2.1


LMEVDPIGHL
11586
10
3

159
2.1


FLIIVLVMI
11587
9
1

194
2.1


GLLGDNQIM
11588
9
1

181
2.1


SLHCKPEEA
11589
9
1

7
2.1


ALGLVCVQA
11590
9
1

22
2.1


CKPEEALEA
11591
9
1

10
Random


QQEALGLVC
11592
9
1

19
Random


VQAATSSSS
11593
9
1

28
Random


PLVLGTLEE
11594
9
1

37
Random


VPTAGSTDP
11595
9
1

46
Random


PQSPQGASA
11596
9
1

55
Random


FPTTINFTR
11597
9
1

64
Random


QRQPSEGSS
11598
9
1

73
Random


SREEEGPST
11599
9
1

82
Random


AVITKKVAD
11600
9
1

100
Random


EMLESVIKN
11601
9
1

127
Random


YKHCFPEIF
11602
9
1

136
Random


GKASESLQL
11603
9
1

145
Random


VFGIDVKEA
11604
9
1

154
Random


DPTGHSYVL
11605
9
1

163
Random


VTCLGLSYD
11606
9
1

172
Random


PKTGFLIIV
11607
9
1

190
Random


LVMIAMEGG
11608
9
1

199
Random


HAPEEEIWE
11609
9
1

208
Random


ELSVMEVYD
11610
9
1

217
Random


GREHSAYGE
11611
9
1

226
Random


PRKLLTQDL
11612
9
1

235
Random


VQEKYLEYG
11613
9
1

244
Random


RCRTVIPHA
11614
9
1

253
Random


MSSCGVQGP
11615
9
1

262
Random


ILESLFRAVI
11616
10
1

93
2.1


FLIIVLVMIA
11617
10
1

194
2.1


LVFGIDVKEA
11618
10
1

153
2.1


EVYDGREHSA
11619
10
1

222
2.1


GVQGPSLKPA
11620
10
1

266
2.1


QLVFGIDV
11621
8
1

152
2.1


KLLTQDLV
11622
8
1

237
2.1


GLLGDNQI
11623
8
1

181
2.1


DLVGFLLL
11624
8
1

108
2.1


GLSYDGLL
11625
8
1

176
2.1


DLVQEKYL
11626
8
1

242
2.1


LLGDNQIM
11627
8
1

182
2.1


FLIIVLVM
11628
8
1

194
2.1


ALEAQQEA
11629
8
1

15
2.1


TLEEVPTA
11630
8
1

42
2.1


IMPKTGFL
11631
8
1

188
2.1


PVTKAEML
11632
8
1

122
2.1


IVLVMIAM
11633
8
1

197
2.1


AVITKKVA
11634
8
1

100
2.1


EIWEELSV
11635
8
1

213
2.1


LIIVLVMI
11636
8
1

195
2.1


IIVLVMIA
11637
8
1

196
2.1


SLFRAVITKKV
11638
11
1

96
2.1


LLLKYRAREPV
11639
11
1

113
2.1


YLEYGRCRTVI
11640
11
1

248
2.1


ALEAQQEALGL
11641
11
1

15
2.1


FLIIVLVMIAM
11642
11
1

194
2.1


VLGTLEEVPTA
11643
11
1

39
2.1


QLVFGIDVKEA
11644
11
1

152
2.1


AVITKKVADLV
11645
11
1

100
2.1


PVTKAEMLESV
11646
11
1

122
2.1


KVADLVGFLLL
11647
11
1

105
2.1


GVQGPSLKPAM
11648
11
1

266
2.1


LVGFLLLKYRA
11649
11
1

109
2.1


LVMIAMEGGHA
11650
11
1

199
2.1


CILESLFRAVI
11651
11
1

92
2.1


EALEAQQEA
11652
9
1

14
2.1


EAQQEALGL
11653
9
1

17
2.1


AATSSSSPL
11654
9
1

30
2.1


ATSSSSPLV
11655
9
1

31
2.1


GTLEEVPTA
11656
9
1

41
2.1


GASAFPTTI
11657
9
1

60
2.1


STSCILESL
11658
9
1

89
2.1


RAVITKKVA
11659
9
1

99
2.1


ITKKVADLV
11660
9
1

102
2.1


RAREPVTKA
11661
9
1

118
2.1


KAEMLESVI
11662
9
1

125
2.1


KASESLQLV
11663
9
1

146
2.1


PTGHSYVLV
11664
9
1

164
2.1


KTGFLIIVL
11665
9
1

191
2.1


LIIVLVMIA
11666
9
1

195
2.1


IIVLVMIAM
11667
9
1

196
2.1


MIAMEGGHA
11668
9
1

201
2.1


EIWEELSVM
11669
9
1

213
2.1


SAYGEPRKL
11670
9
1

230
2.1


YLEYGRCRT
11671
9
1

248
2.1


EALGLVCVQA
11672
10
1

21
2.1


QAATSSSSPL
11673
10
1

29
2.1


VTKAEMLESV
11674
10
1

123
2.1


EADPTGHSYV
11675
10
1

161
2.1


VLGTLEEVPT
11676
10
1

39
2.1


SAFPTTINFT
11677
10
1

62
2.1


GIDVKEADPT
11678
10
1

156
2.1


PTGHSYVLVT
11679
10
1

164
2.1


FLWGPRALA
11680
9
1
new
265
2.1


LAETSYVKV
11681
9
1
new
272
2.1


YVKVLEYVI
11682
9
1
new
277
2.1


RVRFFFPSL
11683
9
1
new
290
2.1


LAETSYVKVL
11684
10
1
new
272
2.1


VLEYVIKVSA
11685
10
1
new
280
2.1


AALREEEEGV
11686
10
1
new
301
2.1


SMHCKPEEV
11687
9
1
new (a)
7
2.1


AMGLVCVQV
11688
9
1
new (a)
22
2.1


LMLGTLEEV
11689
9
1
new (a)
38
2.1


LQLVFGIDV
11690
9
1
new
151
2.1


GLSYDGLLG
11691
9
1
new
176
2.1


GLSYDGLLV
11692
9
1
new (a)
176
2.1


LLGDNQIMP
11693
9
1
new
182
2.1


LLGDNQIMV
11694
9
1
new
182
2.1


WEELSVMEV
11695
9
1
new
215
2.1


WMELSVMEV
11696
9
1
new (a)
215
2.1


RKLLTQDLV
11697
9
1
new
236
2.1


YEFLWGPRA
11698
9
1
new
262
2.1


YMFLWGPRV
11699
9
1
new (a)
262
2.1


AATSSSSPLV
11700
10
1
new
30
2.1


ATSSSSPLVL
11701
10
1
new
31
2.1


KMADLVGFLV
11702
10
1
new (a)
105
2.1


VADLVGFLLL
11703
10
1
new
106
2.1


SESLQLVFGI
11704
10
1
new
148
2.1


VMVTCLGLSV
11705
10
1
new (a)
170
2.1


QIMPKTGFLI
11706
10
1
new
187
2.1


QMMPKTGFLV
11707
10
1
new (a)
187
2.1


KTGFLIIVLV
11708
10
1
new
191
2.1


LIIVLVMIAM
11709
10
1
new
195
2.1


VMIAMEGGHV
11710
10
1
new (a)
200
2.1


SAYGEPRKLL
11711
10
1
new
230
2.1


ALAETSYVKVL
11712
11
1 N

270
2.1


KMVELVHFLLL
11713
11
2

52
2.1


ELMEVDPIGHL
11714
11
3

105
2.1


HLYIFATCLGL
11715
11
3

114
2.1


LLLKYRAREPV
11716
11
3

60
2.1


QLVFGIELMEV
11717
11
3

99
2.1


IMPKAGLLIIV
11718
11
3

135
2.1


VLVTCLGLSYDGL
11719
13
1 n
E6
170
2.1


KLLTQDLVQEKYL
11720
13
1 n
E6
237
2.1


DLVQEKYLEYRQV
11721
13
1 n
E6
242
2.1


SLFRAVITKKVADLV
11722
15
1 n
POL
96
2.1


DLESEFQAAISRKMV
11723
15
2
POL
40
2.1


MLGSVVGNWQYFFPV
11724
15
3
POL
75
2.1


GASSFSTTI
11725
9
2

60
2.1


DLESEFQAA
11726
9
2, 3

93
2.1


QAAISRKMV
11727
9
2

99
2.1


KAEMLESVL
11728
9
2

125
2.1


KASEYLQLV
11729
9
2

146
2.1


QLVFGIEVV
11730
9
2

152
2.1


VVPISHLYI
11731
9
2

162
2.1


PISHLYILV
11732
9
2

164
2.1


HLYILVTCL
11733
9
2

167
2.1


YILVTCLGL
11734
9
2

169
2.1


GLLGDNQVM
11735
9
2

181
2.1


QVMPKTGLL
11736
9
2

187
2.1


VMPKTGLLI
11737
9
2

188
2.1


KTGLLIIVL
11738
9
2

191
2.1


GLLIIVLAI
11739
9
2, 3

193
2.1


LLIIVLAII
11740
9
2, 3

194
2.1


LIIVLAIIA
11741
9
2, 3

195
2.1


IIVLAIIAI
11742
9
2

196
2.1


IIAIEGDCA
11743
9
2

201
2.1


GASSLPTTM
11744
9
3

60
2.1


QAALSRKVA
11745
9
3

99
2.1


VAELVHFLL
11746
9
3

106
2.1


KAEMLGSVV
11747
9
3

125
2.1


KASSSLQLV
11748
9
3

146
2.1


QLVFGIELM
11749
9
3

152
2.1


PIGHLYIFA
11750
9
3

164
2.1


IMPKAGLLI
11751
9
3

188
2.1


KAGLLIIVL
11752
9
3

191
2.1


IIAREGDCA
11753
9
3

201
2.1


EALEAQQEAL
11754
10
1
new
14
2.1


EAQQEALGLV
11755
10
1
new
17
2.1


DLESEFQAAI
11756
10
2

93
2.1


AAISRKMVEL
11757
10
2

100
2.1


VIFSKASEYL
11758
10
2

142
2.1


YLQLVFGIEV
11759
10
2

150
2.1


LVFGIEVVEV
11760
10
2

153
2.1


GIEVVEVVPI
11761
10
2

156
2.1


VVEVVPISHL
11762
10
2

159
2.1


EVVPISHLYI
11763
10
2

161
2.1


VVPISHLYIL
11764
10
2

162
2.1


PISHLYILVT
11765
10
2

164
2.1


QVMPKTGLLI
11766
10
2

187
2.1


VMPKTGLLII
11767
10
2

188
2.1


KTGLLIIVLA
11768
10
2

191
2.1


GLLIIVLAII
11769
10
2,3

193
2.1


LLIIVLAIIA
11770
10
2,3

194
2.1


LIIVLAIIAI
11771
10
2

195
2.1


AIIAREGDCA
11772
10
2

200
2.1


AALSRKVAEL
11773
10
3

100
2.1


VAELVHFLLL
11774
10
3

106
2.1


VTKAEMLGSV
11775
10
3

123
2.1


GIELMEVDPI
11776
10
3

159
2.1


EVDPIGHLYI
11777
10
3

161
2.1


PIGHLYIFAT
11778
10
3

164
2.1


QIMPKAGLLI
11779
10
3

187
2.1


IMPKAGLLII
11780
10
3

188
2.1


KAGLLIIVLA
11781
10
3

191
2.1


AIIAREGDCA
11782
10
3

200
2.1


FLWGPRALI
11783
9
2

271
A02


GLEARGEAL
11784
9
3

15
A02


EARGEALGL
11785
9
3

17
A02


ALGLVGAQA
11786
9
3

22
A02/A03


GLVGAQAPA
11787
9
3

24
A02/A03


LVGAQAPAT
11788
9
3

25
A02


PATEEQEAA
11789
9
3

31
A02/A03


EAASSSSTL
11790
9
3

37
A02


AASSSSTLV
11791
9
3

38
A02


LVEVTLGEV
11792
9
3

45
A02


EVTLGEVPA
11793
9
3

47
A02/A03


VTLEVPAA
11794
9
3

48
A02/A02


KIWEELSVL
11795
9
3

220
A02


SILGDPKKL
11796
9
3

237
A02


ILGDPKKLL
11797
9
3

238
A02


FLWGPRALV
11798
9
3

271
A02


RALVETSYV
11799
9
3

276
A02


LVETSYVKV
11800
9
3

278
A02


YVKVLHHMV
11801
9
3

283
A02


KVLHHMVKI
11802
9
3

285
A02


EARGEALGLV
11803
10
3

17
A02


EALGLVGAQA
11804
10
3

21
A02/S03


GLVGAQAPAT
11805
10
3

24
A02


QAPATEEQEA
11806
10
3

29
A02/A03


EAASSSSTLV
11807
10
3

37
A02


TLVEVTLGEV
11808
10
3

44
A02


EVTLGEVPAA
11809
10
3

47
A02/A03


EVFEGREDSI
11810
10
3

229
A02


SILGDPKKLL
11811
10
3

237
A02


ILGDPKKLLT
11812
10
3

238
A02


ALVETSYVKV
11813
10
3

277
A02


LVETSYVKVL
11814
10
3

278
A02


MVKISGGPHI
11815
10
3

290
A02


LVLGTLEEV
11816
9
1

38
2.1


KVADLVGFLL
11817
10
1

105



LVFGIELMEV
11818
10
3

153
2.1


ILLWQPIPV
11819
9
3





EVDPIGHLY
11820
9
3





KMVELVHFL
11821
9
2





KMVELVHFLL
11822
10
2

105



LVFGIELMEV
11823
10
3





KVAELVHFL
11824
9
3

105
2.1


CILESLFRA
11825
9
1

92
2.1


VMIAMEGGHA
11826
10
1

200
2.1


MLESVIKNYK
11827
10
1





ETSYVKVLEY
11828
10
1





KVLEYVIKV
11829
9
1
new
279
2.1


FLWGPRALA
11830
9
1





ALREEEEGV
11831
9
1

320
2.1


ALAETSYVKV
11832
10
1

271



YVIKVSARV
11833
9
1

283
2.1


RALAETSYV
11834
9
1

270
2.1


ALAETSYVK
11835
9
1





VLGTLEEV
11836
8
1

39
2.1


SLQLVFGI
11837
8
1

150
2.1


ILESLFRA
11838
8
1

93
2.1


FLLLKYRA
11839
8
1

112
2.1


GLVCVQAA
11840
8
1

24
2.1


VLVTCLGL
11841
8
1

170
2.1


KVADLVGFL
11842
9
1

105
2.1


YVLVTCLGL
11843
9
1

169
2.1


IMPKTGFLI
11844
9
1

188
2.1


GLLGDNQIM
11845
9
1


A2.1


GLVCVQAAT
11846
9
1

24
2.1


VADLVGFLL
11847
9
1

106
2.1


YLEYGRCRTV
11848
10
1

248
2.1


SLQLVFGIDV
11849
10
1

150
2.1


IMPKTGFLII
11850
10
1

188
2.1


ALGLVCVQAA
11851
10
1

22
A2.1


EIWEELSVMEV
11852
11
1

213
A2.1


FLIIVLVMIAM
11853
11
1


A2.1


VIPHAMSSCGV
11854
11
1

257
2.1


CILESCFRAVI
11855
11
1


A2.1


QIMPKTGFLII
11856
11
1

187
2.1


GFLLLKYRA
11857
9
1





CFPEIFGKA
11858
9
1





FFFPSLREA
11859
9
1





FFPSLREAA
11860
9
1





RSLHCKPEEA
11861
10
1





EFLWGPRALA
11862
10
1





RFFFPSLREA
11863
10
1





FFFPSLREAA
11864
10
1






SEQ







Sequence
ID NO
A1
A2.1
A3.2
A11
A24





ALEAQQEAL
11554

<0.0003





ILESLFRAV
11555

0.0004





VITKKVADL
11556

<0.0003





CLGLSYDGL
11557

0.0004





QIMPKTGFL
11558

0.0007





SLHCKPEEAL
11559

0.0002





PLVLGTLEEV
11560

0.0008





CILESLFRAV
11561

0.0003





AVITKKVADL
11562

0





VITKKVADLV
11563

0





LLKYRAREPV
11564

0





EIFGKASESL
11565

0





CLGLSYDGLL
11566

0





AISRKMVEL
11567

0.0003





KMVELVHFL
11568

0.16





MVELVHFLL
11569

0.0031





DLQQSLRVL
11570

0





SLRVLAAGL
11571

0.0001





ALSRKVAEL
11572

0.0050





HLYIFATCL
11573

0.0003





YIFATCLGL
11574

0.018





QIMPKAGLL
11575

0





AISRKMVELV
11576

0





MVELVHFLLL
11577

0.0017





KLPGLLSRDL
11578

0





LLSRDLQQSL
11579

0.0007





SLPTTMNYPL
11580

0.0035





DLESEFQAAL
11581

0.0001





ALSRKVAELV
11582

0.0001





KVAELVHFLL
11583

0.012





VIFSKASSSL
11584

0





SLQLVFGIEL
11585

0.0049





LMEVDPIGHL
11586

0.0005





FLIIVLVMI
11587

0.0005





GLLGDNQIM
11588

0.0051





SLHCKPEEA
11589

0.013
<0.0002
0



ALGLVCVQA
11590

0.015
<0.0002
<0.0002



CKPEEALEA
11591

<0.0002





QQEALGLVC
11592

<0.0002





VQAATSSSS
11593

<0.0002





PLVLGTLEE
11594

<0.0002





VPTAGSTDP
11595

<0.0002





PQSPQGASA
11596

<0.0002





FPTTINFTR
11597

<0.0002





QRQPSEGSS
11598

<0.0002





SREEEGPST
11599

<0.0002





AVITKKVAD
11600

<0.0002





EMLESVIKN
11601

<0.0002


0


YKHCFPEIF
11602

<0.0002





GKASESLQL
11603

<0.0002





VFGIDVKEA
11604

<0.0002
<0.0002
0



DPTGHSYVL
11605

<0.0002





VTCLGLSYD
11606

<0.0002





PKTGFLIIV
11607

<0.0002





LVMIAMEGG
11608

<0.0002





HAPEEEIWE
11609

<0.0002





ELSVMEVYD
11610

<0.0002





GREHSAYGE
11611

<0.0002





PRKLLTQDL
11612

<0.0002





VQEKYLEYG
11613

<0.0002





RCRTVIPHA
11614

<0.0002





MSSCGVQGP
11615

<0.0002





ILESLFRAVI
11616

0.0002





FLIIVLVMIA
11617

0.0003
0.0093
0.0030



LVFGIDVKEA
11618

0.0002
<0.0002
0



EVYDGREHSA
11619

0
<0.0002
0



GVQGPSLKPA
11620

0.0001





QLVFGIDV
11621

0





KLLTQDLV
11622

0.0004





GLLGDNQI
11623

0





DLVGFLLL
11624

0





GLSYDGLL
11625

0.0001





DLVQEKYL
11626

0





LLGDNQIM
11627

0





FLIIVLVM
11628

0





ALEAQQEA
11629

0





TLEEVPTA
11630

0





IMPKTGFL
11631

0.0001





PVTKAEML
11632

0





IVLVMIAM
11633

0.0001





AVITKKVA
11634

0





EIWEELSV
11635

0





LIIVLVMI
11636

0.0001





IIVLVMIA
11637

0.0002





SLFRAVITKKV
11638

0.0001





LLLKYRAREPV
11639

0.0001





YLEYGRCRTVI
11640

0.0006





ALEAQQEALGL
11641

0.0001





FLIIVLVMIAM
11642

0.0041





VLGTLEEVPTA
11643

0.0002





QLVFGIDVKEA
11644

0.0001





AVITKKVADLV
11645

0





PVTKAEMLESV
11646

0





KVADLVGFLLL
11647

0.020





GVQGPSLKPAM
11648

0





LVGFLLLKYRA
11649

0.0004





LVMIAMEGGHA
11650

0.0005





CILESLFRAVI
11651

0.0030





EALEAQQEA
11652

0
<0.0002
0



EAQQEALGL
11653

0


<0.0002


AATSSSSPL
11654

0


<0.0002


ATSSSSPLV
11655

0.0007





GTLEEVPTA
11656

0.013
<0.0002
0



GASAFPTTI
11657

0


<0.0002


STSCILESL
11658

0.0002





RAVITKKVA
11659

0
<0.0002
0



ITKKVADLV
11660

0





RAREPVTKA
11661

0





KAEMLESVI
11662

0


<0.0002


KASESLQLV
11663

0.0009





PTGHSYVLV
11664

0





KTGFLIIVL
11665

0.0006





LIIVLVMIA
11666

0
0.0022
0.0006



IIVLVMIAM
11667

0.0007





MIAMEGGHA
11668

0.0005
<0.0002
0.0002



EIWEELSVM
11669

0





SAYGEPRKL
11670

0.0002


<0.0002


YLEYGRCRT
11671

0





EALGLVCVQA
11672

0.0005
<0.0002
0



QAATSSSSPL
11673

0


<0.0002


VTKAEMLESV
11674

0





EADPTGHSYV
11675

0





VLGTLEEVPT
11676

0.0004





SAFPTTINFT
11677

0





GIDVKEADPT
11678

0





PTGHSYVLVT
11679

0





FLWGPRALA
11680

0.042
0.0017
0



LAETSYVKV
11681

0





YVKVLEYVI
11682

0.0002





RVRFFFPSL
11683

0.0001





LAETSYVKVL
11684

0


<0.0002


VLEYVIKVSA
11685

0.0002
0.0002
0



AALREEEEGV
11686

0





SMHCKPEEV
11687

0.018





AMGLVCVQV
11688

0.012





LMLGTLEEV
11689

0.13





LQLVFGIDV
11690

0.0004





GLSYDGLLG
11691

0





GLSYDGLLV
11692

0.0047





LLGDNQIMP
11693

0.0001





LLGDNQIMV
11694

0.043





WEELSVMEV
11695

0





WMELSVMEV
11696

0.041





RKLLTQDLV
11697

0





YEFLWGPRA
11698

0





YMFLWGPRV
11699

0.22





AATSSSSPLV
11700

0





ATSSSSPLVL
11701

0





KMADLVGFLV
11702

1.5





VADLVGFLLL
11703

0.0008


0.0003


SESLQLVFGI
11704

0





VMVTCLGLSV
11705

0.30





QIMPKTGFLI
11706

0.0009





QMMPKTGFLV
11707

0.050





KTGFLIIVLV
11708

0.0012





LIIVLVMIAM
11709

0.0003





VMIAMEGGHV
11710

0.053





SAYGEPRKLL
11711

0


0.0008


ALAETSYVKVL
11712

0.012





KMVELVHFLLL
11713

0.67





ELMEVDPIGHL
11714

0.026





HLYIFATCLGL
11715

0.041





LLLKYRAREPV
11716

0.0001





QLVFGIELMEV
11717

0.34





IMPKAGLLIIV
11718

0.013





VLVTCLGLSYDGL
11719

0.0017





KLLTQDLVQEKYL
11720

0.0060





DLVQEKYLEYRQV
11721

0





SLFRAVITKKVADLV
11722

0.0004





DLESEFQAAISRKMV
11723

0





MLGSVVGNWQYFFPV
11724

0.012





GASSFSTTI
11725

0


0.0002


DLESEFQAA
11726

0





QAAISRKMV
11727

0





KAEMLESVL
11728

0


0


KASEYLQLV
11729

0.011





QLVFGIEVV
11730

0.0038





VVPISHLYI
11731

0.0002





PISHLYILV
11732

0.0005





HLYILVTCL
11733

0.0034





YILVTCLGL
11734

0.0014





GLLGDNQVM
11735

0.0038





QVMPKTGLL
11736

0





VMPKTGLLI
11737

0.0010


0.230


KTGLLIIVL
11738

0.0002





GLLIIVLAI
11739

0.0002





LLIIVLAII
11740

0.0001





LIIVLAIIA
11741

0.0008





IIVLAIIAI
11742

0.0009





IIAIEGDCA
11743

0





GASSLPTTM
11744

0


0.0010


QAALSRKVA
11745

0





VAELVHFLL
11746

0


0.039


KAEMLGSVV
11747

0





KASSSLQLV
11748

0.0005





QLVFGIELM
11749

0.0010





PIGHLYIFA
11750

0





IMPKAGLLI
11751

0.0064





KAGLLIIVL
11752

0.0002


0


IIAREGDCA
11753

0





EALEAQQEAL
11754

0


0


EAQQEALGLV
11755

0





DLESEFQAAI
11756

0





AAISRKMVEL
11757

0


0


VIFSKASEYL
11758

0.0014





YLQLVFGIEV
11759

0.37





LVFGIEVVEV
11760

0.012





GIEVVEVVPI
11761

<0.0002





VVEVVPISHL
11762

<0.0002





EVVPISHLYI
11763

<0.0002





VVPISHLYIL
11764

0.0002





PISHLYILVT
11765

0.0003





QVMPKTGLLI
11766

0.0002





VMPKTGLLII
11767

0.0009


0.058


KTGLLIIVLA
11768

<0.0002





GLLIIVLAII
11769

0.0005





LLIIVLAIIA
11770

<0.0002





LIIVLAIIAI
11771

0.0013





AIIAREGDCA
11772

0.0023





AALSRKVAEL
11773

0.0007


0


VAELVHFLLL
11774

0.0009


0.0018


VTKAEMLGSV
11775

<0.0002





GIELMEVDPI
11776

<0.0002





EVDPIGHLYI
11777

<0.0002





PIGHLYIFAT
11778

0.0003





QIMPKAGLLI
11779

0.0006





IMPKAGLLII
11780

0.0015





KAGLLIIVLA
11781

<0.0002





AIIAREGDCA
11782

<0.0002





FLWGPRALI
11783







GLEARGEAL
11784







EARGEALGL
11785







ALGLVGAQA
11786







GLVGAQAPA
11787







LVGAQAPAT
11788







PATEEQEAA
11789







EAASSSSTL
11790







AASSSSTLV
11791







LVEVTLGEV
11792







EVTLGEVPA
11793







VTLEVPAA
11794







KIWEELSVL
11795







SILGDPKKL
11796







ILGDPKKLL
11797







FLWGPRALV
11798







RALVETSYV
11799







LVETSYVKV
11800







YVKVLHHMV
11801







KVLHHMVKI
11802







EARGEALGLV
11803







EALGLVGAQA
11804







GLVGAQAPAT
11805







QAPATEEQEA
11806







EAASSSSTLV
11807







TLVEVTLGEV
11808







EVTLGEVPAA
11809







EVFEGREDSI
11810







SILGDPKKLL
11811







ILGDPKKLLT
11812







ALVETSYVKV
11813







LVETSYVKVL
11814







MVKISGGPHI
11815







LVLGTLEEV
11816
<0.0006
0.032
0
0
0.0003


KVADLVGFLL
11817
0.0005
0.041
0.0039
0.0030
0.0070


LVFGIELMEV
11818

0.17





ILLWQPIPV
11819
<0.0007
1.4
0.0048
0.0048
0


EVDPIGHLY
11820
3.7


0.0022



KMVELVHFL
11821
<0.0007
0.13
0.0007
0
0.0043


KMVELVHFLL
11822
<0.0008
0.071
0.0004
0.0001
0.0008


LVFGIELMEV
11823
0.0030
0.065
0.0007
0
0


KVAELVHFL
11824
0
0.073
0.011
0.0047
0.0005


CILESLFRA
11825
0.0001
0.073
0
0.0002
0


VMIAMEGGHA
11826
<0.00008
0.0023
0
0
0


MLESVIKNYK
11827
0
0
0.034
0.0045
0


ETSYVKVLEY
11828
0.075
0
0.0009
0.0004
0


KVLEYVIKV
11829
<0.0005
0.095
0.022
0.015
0


FLWGPRALA
11830
<0.0006
0.027
0.0015
0
0


ALREEEEGV
11831
<0.0006
0.0056
0
0
0


ALAETSYVKV
11832
<0.0007
0.017
0.0011
0.0029
0


YVIKVSARV
11833
0.0005
0.018
0
0
0


RALAETSYV
11834
<0.0006
0.014
0.0003
0.0005
0


ALAETSYVK
11835
<0.0006
0.0002
0.17
0.39
0


VLGTLEEV
11836
<0.0007
0.0088
0
0
0


SLQLVFGI
11837
<0.0007
0.0094
0
0.0001
0


ILESLFRA
11838
<0.0004
0.0017
0.0003
0
0.0011


FLLLKYRA
11839
0.0036
0.0007
0.0003
0.0001
0


GLVCVQAA
11840
0.0016
0.0008
0.0008
0
0


VLVTCLGL
11841
<0.0007
0.0010
0.0001
0
0


KVADLVGFL
11842
<0.0008
0.0091
0.0013
0.0005
0


YVLVTCLGL
11843







IMPKTGFLI
11844
<0.0008
0.0035
0
0
3.2


GLLGDNQIM
11845
<0.0008
0.0054
0
0
0.0002


GLVCVQAAT
11846
0.0030
0.0007
0.0026
0
0.0001


VADLVGFLL
11847
0.032
0.0011
0.0054
0.0008
0.0007


YLEYGRCRTV
11848
0.0008
0.0097
0.0001
0
0


SLQLVFGIDV
11849
0.0028
0.0047
0.0013
0.0001
0.0001


IMPKTGFLII
11850
<0.0008
0.0007
0
0
0.050


ALGLVCVQAA
11851
0.0011
0.0002
0.0003
0
0


EIWEELSVMEV
11852
0.0007
0.013
0.0001
0.0001
0


FLIIVLVMIAM
11853
0.023
0.0031
0.016
0.0014
0.0011


VIPHAMSSCGV
11854
<0.0009
1.4
0
0
0


CILESCFRAVI
11855
0.079
0.0017
0.058
0.0005
0.0008


QIMPKTGFLII
11856
<0.0009
0.0003
0
0
0.0030


GFLLLKYRA
11857


0.0004
0.0002



CFPEIFGKA
11858


0
0



FFFPSLREA
11859


0
0



FFPSLREAA
11860


0
0



RSLHCKPEEA
11861


0.0001
0.0008



EFLWGPRALA
11862


0
0



RFFFPSLREA
11863


0.0004
0



FFFPSLREAA
11864


0
0

























TABLE 165






1
2
3
4
5
6
7
8
9
























A
2.6
0.03
0.87
0.87
0.65
0.87
4.4
0.29
0.16


C
0.73
0.01
1.9
4.8
0.87
1.2
1.2
1.1
0.01


D
0.10
0.01
0.10
0.65
0.29
0.65
0.11
0.87
0.01


E
0.10
0.01
0.10
0.65
0.29
0.65
0.11
0.87
0.01


F
7.0
0.01
5.2
0.87
8.7
2.0
2.3
2.6
0.01


G
3.5
0.01
0.44
1.1
1.1
1.3
0.44
0.44
0.01


H
3.1
0.01
0.22
1.0
0.87
0.09
0.1
0 1.3
0.01


I
3.1
0.14
1.8
0.55
0.87
1.4
1.2
1.8
0.40


K
3.1
0.01
0.22
1.0
0.87
0.09
0.10
1.3
0.01


L
3.1
1.00
1.8
0.55
0.87
1.4
1.2
1.8
0.09


M
3.1
2.00
1.8
0.55
0.87
1.4
1.2
1.8
0.06


N
0.50
0.01
0.37
1.2
0.87
1.1
0.65
0.33
0.01


P
0.12
0.01
0.70
0.73
2.6
1.8
2.9
0.10
0.01


Q
0.50
0.01
0.37
1.2
0.87
1.1
0.65
0.33
0.01


R
3.1
0.01
0.22
1.0
0.87
0.09
0.10
1.3
0.01


S
0.73
0.01
1.9
4.8
0.87
1.2
1.2
1.1
0.01


T
0.73
0.01
1.9
4.8
0.87
1.2
1.2
1.1
0.01


V
3.1
0.08
1.8
0.55
0.87
1.4
1.2
1.8
1.00


W
7.0
0.01
5.2
0.87
8.7
2.0
2.3
2.6
0.01


Y
7.0
0.01
5.2
0.87
8.7
2.0
2.3
2.6
0.01




























TABLE 166





Sequence
SEQ ID NO
Antigen
Strain
Molecule
Position
Motif
A1
A2
A3
A11
A24
Max.



























ALFLGFLGAA
11865
HIV
MN
gp160
518
A02
0.4950




0.4950


MLQLTVWGI
11866
HIV
MN
gp160
566
A02
0.2450




0.2450


RVIEVLQRA
11867
HIV
MN
gp160
829
A02
0.1963




0.1963


KLTPLCVTL
11868
HIV
MN
gp160
120
A02
0.1600




0.1600


LLIAARIVEL
11869
HIV
MN
gp160
776
A02
0.1550




0.1550


SLLNATDIAV
11870
HIV
MN
gp160
814
A02
0.1050




0.1050


ALFLGFLGA
11871
HIV
MN
gp160
518
A02
0.0945




0.0945


HMLQLTVWGI
11872
HIV
MN
gp160
565
A02
0.0677




0.0677


LLNATDIAV
11873
HIV
MN
gp160
815
A02
0.0607




0.0607


ALLYKLDIV
11874
HIV
MN
gp160
179
A02
0.0362




0.0362


WLWYIKIFI
11875
HIV
MN
gp160
679
A02
0.0355




0.0355


TIIVHLNESV
11876
HIV
MN
gp160
288
A02
0.0350




0.0350


LLQYWSQEL
11877
HIV
MN
gp160
800
A02
0.0265




0.0265


IMIVGGLVGL
11878
HIV
MN
gp160
687
A02
0.0252




0.0252


LLYKLDIVSI
11879
HIV
MN
gp160
180
A02
0.0245




0.0245


FLAIIWVDL
11880
HIV
MN
gp160
753
A02
0.0233




0.0233


TLQCKIKQII
11881
HIV
MN
gp160
415
A02
0.0200




0.0200


GLVGLRIVFA
11882
HIV
MN
gp160
692
A02
0.0195




0.0195


FLGAAGSTM
11883
HIV
MN
gp160
523
A02
0.0190




0.0190


IISLWDQSL
11884
HIV
MN
gp160
107
A02
0.0179




0.0179


TVWGIKQLQA
11885
HIV
MN
gp160
570
A02
0.0150




0.0150


LLGRRGWEV
11886
HIV
MN
gp160
785
A02
0.0142




0.0142


AVLSIVNRV
11887
HIV
MN
gp160
701
A02
0.0132




0.0132


FIMIVGGLV
11888
HIV
MN
gp160
686
A02
0.0131




0.0131


LLNATDIAVA
11889
HIV
MN
gp160
815
A02
0.0117




0.0117


FLYGALLLA
11890
PLP
Human

80
A02
1.9000




1.9000


SLLTFMIAA
11891
PLP
Human

253
A02
0.5300




0.5300


FMIAATYNFAV
11892
PLP
Human

257
A02
0.4950




0.4950


RMYGVLPWI
11893
PLP
Human

205
A02
0.1650




0.1650


IAATYNFAV
11894
PLP
Human

259
A02
0.0540




0.0540


GLLECCARCLV
11895
PLP
Human

2
A02
0.0515




0.0515


WALTVVWLL
11896
PLP
Human

157
A02
0.0415




0.0415


ALTVVWLLV
11897
PLP
Human

158
A02
0.0390




0.0390


FLYGALLL
11898
PLP
Human

80
A02
0.0345




0.0345


SLCADARMYGV
11899
PLP
Human

199
A02
0.0140




0.0140


LLVFACSAV
11900
PLP
Human

164
A02
0.0107




0.0107






















TABLE 167







Good
Intermediate
Weak
Negative



Criteria
Cut-off
Binders
Binders
Binders
Binders
Totals







2.9 motif

19 (12%)
36 (22%)
58 (36%)
48 (30%)
161 (100%)


Grouped Ratio
1.5
 5 (83%)
 1 (17%)
 0 (0%)
 0 (0%)
 6 (100%)


Algorithm
1.25
 8 (67%)
 4 (33%)
 0 (0%)
 0 (0%)
 12 (100%)




10 (50%)
 9 (45%)
 1 (5%)
 0 (0%)
 20 (100%)



0.5
12 (32%)
17 (46%)
 7 (19%)
 1 (3%)
 37 (100%)



0
12 (23%)
26 (49%)
12 (23%)
 3 (6%)
 53 (100%)



−1
17 (18%)
35 (37%)
33 (35%)
10 (11%)
 95 (100%)



−2
19 (15%)
36 (29%)
50 (40%)
21 (17%)
126 (100%)



−3
19 (13%)
36 (24%)
56 (38%)
38 (26%)
149 (100%)



no cut
19 (12%)
36 (22%)
58 (36%)
48 (30%)
161 (100%)


Log of Binding
−19
 5 (100%)
 0 (0%)
 0 (0%)
 0 (0%)
 5 (100%)


Algorithm
−20
 8 (73%)
 3 (27%)
 0 (0%)
 0 (0%)
 11 (100%)



−21
15 (43%)
15 (43%)
 5 (14%)
 0 (0%)
 35 (100%)



−22
17 (26%)
27 (41%)
21 (32%)
 1 (2%)
 68 (100%)



−23
18 (19%)
35 (37%)
34 (36%)
 7 (7%)
 94 (100%)



−24
18 (16%)
36 (30%)
47 (39%)
17 (14%)
119 (100%)



−25
19 (14%)
36 (26%)
55 (39%)
30 (21%)
140 (100%)



no cut
19 (12%)
36 (22%)
58 (36%)
48 (30%)
161 (100%)

























TABLE 168






1
2
3
4
5
6
7
8
9







A
−2.38
−3.22
−2.80
−2.68
−2.89
−2.70
−2.35
−3.07
−2.49


C
−2.94
−4.00
−2.58
−1.96
−3.29
−2.22
−2.97
−2.37
−4.00


D
−3.69
−4.00
−3.46
−2.71
−2.26
−2.63
−3.61
−3.03
−4.00


E
−3.64
−4.00
−3.51
−2.65
−3.39
−3.41
−3.21
−2.63
−4.00


F
−1.89
−4.00
−2.35
−2.50
−1.34
−2.43
−2.18
−1.71
−4.00


G
−2.32
−4.00
−3.04
−2.63
−2.56
−2.30
−3.13
−2.96
−4.00


H
−2.67
−4.00
−2.58
−2.58
−2.05
−3.32
−3.13
−2.16
−4.00


I
−1.65
−2.55
−2.80
−3.44
−2.74
−2.79
−2.20
−2.69
−2.10


K
−2.51
−4.00
−3.65
−2.93
−3.34
−3.77
−3.13
−3.27
−4.00


L
−2.32
−1.70
−2.02
−2.49
−2.71
−2.63
−2.62
−2.01
−2.74


M
−0.39
−1.39
−1.79
−3.07
−3.43
−1.38
−1.33
−0.97
−2.96


N
−3.12
−4.00
−3.52
−2.22
−2.36
−2.30
−3.14
−3.31
−4.00


P
−3.61
−4.00
−2.97
−2.64
−2.42
−2.31
−1.83
−2.42
−4.00


Q
−2.76
−4.00
−2.81
−2.63
−3.06
−2.84
−2.12
−3.05
−4.00


R
−1.92
−4.00
−3.41
−2.61
−3.05
−3.76
−3.43
−3.02
−4.00


S
−2.39
−3.52
−2.04
−2.12
−2.83
−3.04
−2.73
−2.02
−4.00


T
−2.92
−4.00
−2.60
−2.48
−2.17
−2.58
−2.67
−3.14
−3.70


V
−2.44
−2.64
−2.68
−3.29
−2.49
−2.24
−2.68
−2.83
−1.70


W
−0.14
−4.00
−1.01
−2.94
−1.63
−2.77
−2.85
−2.13
−4.00


X
−1.99
−2.13
−2.41
−2.97
−2.72
−2.70
−2.41
−2.35
−2.42


Y
−1.46
−4.00
−1.67
−2.70
−1.92
−2.39
−1.35
−3.37
−4.00


























TABLE 169






1
2
3
4
5
6
7
8
9
10







A
3.00
0.01
3.10
0.20
1.60
0.60
1.30
1.60
0.50
0.01


C
0.90
0.01
0.90
1.10
1.00
0.90
1.40
1.30
2.90
0.01


D
0.01
0.01
0.20
0.60
0.30
1.00
0.30
0.01
0.40
0.01


E
0.01
0.01
0.20
0.60
0.30
1.00
0.30
0.01
0.40
0.01


F
3.00
0.01
2.60
3.10
3.60
0.60
1.60
14.1
2.10
0.01


G
0.80
0.01
0.50
4.70
0.80
6.30
2.70
0.70
0.80
0.01


H
1.20
0.01
0.30
0.10
0.70
0.40
0.20
0.01
0.20
0.01


I
3.00
0.50
10.2
1.00
1.30
2.10
1.40
4.70
0.80
1.00


K
1.20
0.01
0.30
0.10
0.70
0.40
0.20
0.01
0.20
0.01


L
3.00
1.10
10.2
1.00
1.30
2.10
1.40
4.70
0.80
0.50


M
3.00
0.60
10.2
1.00
1.30
2.10
1.40
4.70
0.80
0.01


N
1.00
0.01
0.90
0.80
0.80
0.80
0.60
0.40
0.70
0.01


P
0.00
0.01
0.40
2.60
0.01
1.00
0.40
1.90
1.20
0.01


Q
1.00
0.01
0.90
0.80
0.80
0.80
0.60
0.40
0.70
0.01


R
1.20
0.01
0.30
0.10
0.70
0.40
0.20
0.01
0.20
0.01


S
0.90
0.01
0.90
1.10
1.00
0.90
1.40
1.30
2.90
0.01


T
0.90
0.01
0.90
1.10
1.00
0.90
1.40
1.30
2.90
0.01


V
3.00
0.10
10.2
1.00
1.30
2.10
1.40
4.70
0.80
2.30


W
3.00
0.01
2.60
3.10
3.60
0.60
1.60
14.1
2.10
0.01


Y
3.00
0.01
2.60
3.10
3.60
0.60
1.60
14.1
2.10
0.01






















TABLE 170









1
2
3
4
5






A
−2.40
−4.00
−2.54
−3.42
−3.07



C
−3.64
−4.00
−2.47
−2.48
−1.78



D
−3.65
−4.00
−2.76
−3.26
−2.76



E
−3.92
−4.00
−3.63
−3.34
−3.73



F
−1.52
−4.00
−1.96
−3.03
−2.01



G
−2.91
−4.00
−3.40
−2.63
−2.98



H
−3.61
−4.00
−3.10
−3.03
−2.33



I
−2.26
−4.00
−2.82
−3.05
−2.38



K
−2.53
−4.00
−3.65
−3.42
−3.14



L
−2.00
−2.93
−2.21
−2.48
−2.88



M
−2.41
−3.11
−2.00
−3.33
−3.70



N
−3.21
−4.00
−3.09
−2.61
−2.93



P
−3.90
−4.00
−3.21
−2.27
−3.72



Q
−2.92
−4.00
−2.97
−4.00
−2.98



R
−3.01
−4.00
−3.44
−3.50
−3.23



S
−2.47
−4.00
−3.17
−3.11
−3.23



T
−3.59
−4.00
−3.07
−2.88
−2.89



V
−2.97
−4.00
−2.46
−3.14
−3.27



W
−2.10
−4.00
−2.72
−1.79
−2.65



Y
−2.37
−4.00
−2.42
−2.85
−3.03







6
7
8
9
10






A
−3.30
−2.98
−2.69
−3.29
−4.00



C
−3.94
−1.28
−3.10
−2.43
−4.00



D
−3.03
−3.43
−3.68
−3.63
−4.00



E
−2.82
−3.54
−3.71
−2.95
−4.00



F
−3.11
−2.67
−1.61
−2.43
−4.00



G
−2.45
−2.52
−3.18
−3.03
−4.00



H
−2.99
−3.70
−3.55
−4.00
−4.00



I
−2.61
−2.38
−3.34
−3.18
−1.47



K
−3.58
−3.50
−3.53
−4.00
−4.00



L
−2.53
−2.57
−1.83
−3.23
−3.20



M
−2.56
−3.27
−2.25
−3.00
−4.00



N
−2.89
−3.52
−3.01
−2.88
−4.00



P
−3.06
−3.35
−2.58
−2.94
−4.00



Q
−3.46
−2.20
−3.23
−3.45
−4.00



R
−3.32
−3.72
−3.59
−2.97
−4.00



S
−2.64
−3.19
−2.79
−2.26
−4.00



T
−3.16
−2.43
−3.11
−2.58
−4.00



V
−2.53
−3.14
−3.02
−2.90
−2.61



W
−1.92
−1.80
−2.24
−2.11
−4.00



Y
−3.76
−2.82
−2.34
−2.74
−4.00






















TABLE 171







Good
Intermediate
Weak
Negative



Criteria
Cut-off
Binders
Binders
Binders
Binders
Totals







2,10 motif

10 (6%)
29 (17%)
70 (41%)
61 (36%)
170 (100%)


Grouped Ratio
4
 1 (100%)
 0 (0%)
 0 (0%)
 0 (0%)
 1 (100%)


Algorithm
3
 1 (25%)
 2 (50%)
 1 (25%)
 0 (0%)
 4 (100%)



2
 6 (24%)
13 (52%)
 6 (24%)
 0 (0%)
 25 (100%)



1
10 (21%)
21 (45%)
16 (34%)
 0 (0%)
 47 (100%)



0
10 (15%)
28 (42%)
26 (39%)
 2 (3%)
 66 (100%)



−1
10 (11%)
29 (32%)
42 (46%)
11 (12%)
 92 (100%)



−2
10 (9%)
29 (25%)
54 (47%)
23 (20%)
116 (100%)



−3
10 (7%)
29 (22%)
63 (47%)
32 (24%)
134 (100%)



no cut
10 (6%)
29 (17%)
70 (41%)
61 (36%)
170 (100%)


Log of Binding
−24
 2 (50%)
 2 (50%)
 0 (0%)
 0 (0%)
 4 (100%)


Algorithm
−25
 5 (56%)
 3 (33%)
 1 (11%)
 0 (0%)
 9 (100%)



−26
 7 (47%)
 5 (33%)
 3 (20%)
 0 (0%)
 15 (100%)



−27
10 (32%)
 9 (29%)
12 (39%)
 0 (0%)
 31 (100%)



−28
10 (17%)
18 (33%)
29 (50%)
 0 (0%)
 58 (100%)



−29
10 (12%)
25 (30%)
48 (58%)
 0 (0%)
 83 (100%)



−30
10 (10%)
29 (28%)
59 (57%)
 5 (5%)
103 (100%)



−31
10 (8%)
28 (22%)
66 (51%)
24 (19%)
128 (100%)



−32
10 (7%)
29 (19%)
70 (47%)
40 (27%)
148 (100%)



no cut
10 (6%)
29 (17%)
70 (41%)
61 (36%)
170 (100%)




















TABLE 172








A2.1
Algorithm


SEQUENCE
SEQ ID NO.
SOURCE
Binding
Score



















MMWFVVLTV
11901
CMV
0.76
346


YLLLYFSPV
11902
CMV
0.75
312


YLYRLNFCL
11903
CMV
0.72
169


FMQTYLVTL
11904
CMV
0.68
336


LLWWITILL
11905
CMV
0.49
356


GLWCVLFFV
11906
CMV
0.47
1989


LMIRGVLEV
11907
CMV
0.45
296


LLLCRLPFL
11908
CMV
0.42
1356


RLLLTSLFFL
11909
HSV
0.34
859


LLLYYDYSL
11910
HSV
0.28
390


AMSRNLFRV
11911
CMV
0.15
1746


AMLTACVEV
11912
CMV
0.089
411


RLQPNVPLV
11913
CMV
0.048
392


VLARTFTPV
11914
CMV
0.044
1969


RLLRGURL
11915
CMV
0.037
494


WMWFPSVLL
11916
CMV
0.036
362


YLCCGITLL
11917
CMV
0.021
1043


DMLGRVFFV
11918
HSV
0.011
1422


ALBRYQQLV
11919
CMV
0.0089
184


LMPPPVAEL
11920
CMV
0.0066
416


LMCRYTPRL
11921
CMV
0.0055
414


RLTWRLTWL
11922
CMV
0.0052
250


AMPRRVLHA
11923
CMV
0.0014
628


ALLLVLALL
11924
CMV
0.0014
535


AMSFTFTTL
11925
CMV
0.0005
602


MLNVMKEAV
11926
CMV
0.0039
0.00031


TMELMIRTV
11927
CMV
0.0029
0.0013


TLAA MHYSKL
11928
HSV
0.0008
0.0019


TLNIVRDHV
11929
CMV
0.0005
0.00021


ELSIFRERL
11930
HSV
0.0002
0.0020


FLRVQQKAL
11931
HSV
0.0002
0.00099


ELQMMQDWV
11932
CMV
0.0001
0.0020


QLNAMKPDL
11933
MT
0.0001
0.0017


GLRQLKGAL
11934
CMV
0.0001
0.0010


TLRMSSKAV
11935
HSV
0.0001
0.00085


SLRIKRELL
11936
CMV
0
0.00041


DLKQMERVV
11937
CMV
0
0.00026


PLRVTPSDL
11938
CMV
0
0.0019


QLDYEKQVL
11939
CMV
0
0.0012


WLKLLRDAL
11940
CMV
0
0.0012


PMEAVRHPL
11941
CMV
0
0.0011


ELKQTRVNL
11942
CMV
0
0.00053


NLEVIHDAL
11943
CMV
0
0.00050


ELKKVSVL
11944
HSV
0
0.00033


PLAYERDKL
11945
CMV
0
0.00017





















TABLE 173






Good
Intermediate
Weak
Negative



Set
Binders
Binders
Binders
Binders
Totals







HI Scorers
11 (52.4%)
5 (23.8%)
 5 (23.8%)
 0 (0.0%)
21 (100%)


Low
 0 (0.0%)
0 (0.0%)
10 (50.0%)
10 (50.0%)
20 (100%)


Scorers







Totals
11 (26.6%)
5 (12.2%)
15 (36.6%)
10 (24.4%)
41 (100%)
















TABLE 174







Binding and Immunogenicity


HBV Polymerase (ayw)











Peptide
CTL Binding**
Activity
Algorithm
Seq ID NO.






















1
2
3
4
5
6
7
8
9






F
L
L
S
L
G
I
H
L
0.52
63
−20.8
11946


G
L
Y
S
S
T
V
P
V
0.15
10
−21.9
11947


H
Y
L
S
H
P
I
I
L
0.13
10
−21.1
11948


W
I
L
R
G
T
S
F
V
0.018
−+
−20.9
11949


N
L
S
W
L
S
L
D
V
0.013
6
−24.7
11950


L
L
S
S
N
L
S
W
L
0.005

−21.7
11951


N
L
Q
S
L
T
N
L
L
0.003

−23.9
11952


H
L
L
V
G
S
S
G
L
0.002

−24.7
11953


L
L
D
D
E
A
G
P
L
0.0002

−25.5
11954


P
L
E
E
E
L
P
R
L
0.0001

−26.1
11955


D
L
N
L
G
N
L
N
V


−25.7
11956


N
L
Y
V
S
L
L
L
L


−23.6
11957


P
L
P
I
H
T
A
E
L


−25.04
11958





*− = <0.0001


**Relative binding capacity compared to std with IC50 = 52 mM


xxx Lytic units/106 cells; 1 lytic unit = the number of effector cells required to give 30% Cr51 release.


−,−+ no measurable cytotoxic activity.













TABLE 175







Binding and Immunogenicity


HBV Polymerase (ayw)












SEQ

CTL



Peptide
ID NO
Binding**
Activity
Algorithm






















1
2
3
4
5
6
7
8
9






F
L
L
S
L
G
I
H
L
11959
0.52
63
−20.8


G
L
Y
S
S
T
V
P
V
11960
0.15
10
−21.9


H
L
Y
S
H
P
I
I
L
11961
0.13
10
−21.1


W
I
L
R
G
T
S
F
V
11962
0.018
−+
−20.9


N
L
S
W
L
S
L
D
V
11963
0.013
6
−24.7


L
L
S
S
N
L
S
W
L
11964
0.005

−21.7


N
L
Q
S
L
T
N
L
L
11965
0.003

−23.9


H
L
L
V
G
S
S
G
L
11966
0.002

−24.7


L
L
D
D
E
A
G
P
L
11967
0.0002

−25.5


P
L
E
E
E
L
P
R
L
11968
0.0001

−26.1


D
L
N
L
G
N
L
N
V
11969
−*

−25.7


N
L
Y
V
S
L
L
L
L
11970


−23.6


P
L
P
I
H
T
A
E
L
11971


−25.04





*− = <0.0001


** Relative binding capacity compared to std with IC50 = 52 mM xxx Lytic units/106 cells;


1 lytic unit = the number of effector cells required to give 30% Cr51 release.


−,−+ no measurable cytotoxic activity.

















TABLE 176









A2


Sequence
SEQ ID NO
Antigen
Molecule
Bind.



















KIFGSLAFL
11972
c-ERB2

0.1500


RILHNGAYSL
11973
c-ERB2

0.0180


IISAVVGILL
11974
c-ERB2

0.0120


MMWFVVLTV
11975
CMV

0.7600


YLLLYFSPV
11976
CMV

0.7500


YLYRLNFCL
11977
CMV

0.7200


FMWTYLVTL
11978
CMV

0.6800


LLWWITILL
11979
CMV

0.4900


GLWCVLFFV
11980
CMV

0.4700


LMIRGVLEV
11981
CMV

0.4500


LLLCRLPFL
11982
CMV

0.4200


AMSRNLFRV
11983
CMV

0.1500


AMLTACVEV
11984
CMV

0.1000


RLQPNVPLV
11985
CMV

0.0480


VLARTFTPV
11986
CMV

0.0440


RLLRGLIRL
11987
CMV

0.0370


WMWFPSVLL
11988
CMV

0.0360


YLCCGITLL
11989
CMV

0.0210


SLLTEVETYV
11990
FLU-A
M1
0.0650


LLTEVETYV
11991
FLU-A
M1
0.2000


LLTEVETYVL
11992
FLU-A
M1
0.0130


GILGFVFTL
11993
FLU-A
M1
0.1900


GILGFVFTLT
11994
FLU-A
M1
0.0150


ILGFVFTLT
11995
FLU-A
M1
0.2600


ILGFVFTLTV
11996
FLU-A
M1
0.0550


ALASCMGLI
11997
FLU-A
M1
0.0110


RMGAVTTEV
11998
FLU-A
M1
0.0200


VTTEVAFGL
11999
FLU-A
M1
0.0360


MVTTTNPLI
12000
FLU-A
M1
0.0150


FTFSPTYKA
12001
HBV
POL
0.0190


YLHTLWKAGI
12002
HBV
POL
0.0280


LMLQAGFFLV
12003
HBV(a)
ENV(a)
0.6300


RMLTIPQSV
12004
HBV(a)
ENV(a)
0.0580


SLDSWWTSV
12005
HBV(a)
ENV(a)
0.1000


FMLLLCLIFL
12006
HBV(a)
ENV(a)
0.0450


LLPFVQWFV
12007
HBV(a)
ENV(a)
0.6500


LMPFVQWFV
12008
HBV(a)
ENV(a)
0.8300


FLGLSPTVWV
12009
HBV(a)
ENV(a)
0.0300


SMLSPFLPLV
12010
HBV(a)
ENV(a)
0.9700


GLWIRTPPV
12011
HBV(a)
ENV(a)
0.3600


NLGNLNVSV
12012
HBV(a)
ENV(a)
0.0160


YLHTLWKAGV
12013
HBV(a)
POL(a)
0.1500


RLTGGVFLV
12014
HBV(a)
POL(a)
0.1600


RMTGGVFLV
12015
HBV(a)
POL(a)
0.1500


RLTGGVFLV
12016
HBV(a)
ENV(a)
0.1600


ILGLLGFAV
12017
HBV(a)
ENV(a)
0.0600


GLCQVFADV
12018
HBV(a)
ENV(a)
0.0300


WLLRGTSFV
12019
HBV(a)
ENV(a)
0.1000


YLPSALNPV
12020
HBV(a)
ENV(a)
0.3200


LLVPFVQWFA
12021
HBV adr

0.2600


FLPSDFFPSI
12022
HBV adr

0.2100


VVSYVNVNM
12023
HBV adr

0.0100


HLPDRVHFA
12024
HBV adr

0.0160


SLAFSAVPA
12025
HBV adr

0.0340


FLLTRILTI
12026
HBV adw

0.6300


SLYNILSPFM
12027
HBV adw

0.0440


CLFHIVNLI
12028
HBV adw

0.2100


RLPDRVHFA
12029
HBV adw

0.0940


ALPPASPSA
12030
HBV adw

0.0710


GLLGWSPQA
12031
HBV ayw

0.8650


FLGPLLVLQA
12032
HBV ayw

0.0190


FLLTRILTI
12033
HBV ayw

0.9300


GMLPVCPLI
12034
HBV ayw

0.0520


QLFHLCLII
12035
HBV ayw

0.0390


KLCLGWLWGM
12036
HBV ayw

0.0210


LLWFHISCLI
12037
HBV ayw

0.0130


YLVSFGVWI
12038
HBV ayw

2.7000


LLEDWGPCA
12039
HBV ayw

0.0180


KLHLYSHPI
12040
HBV ayw

0.2900


FLLAQFTSA
12041
HBV ayw

0.6600


LLAQFTSAI
12042
HBV ayw

9.6000


YMDDVVLGA
12043
HBV ayw

0.1600


ALMPLYACI
12044
HBV ayw

0.2000


GLCQVFADA
12045
HBV ayw

0.0180


HLPDLVHFA
12046
HBV ayw

0.1100


RLCCQLDPA
12047
HBV ayw

0.0290


ALMPLYACI
12048
HBV ayw

0.5000




polymerase




FLCKQYLNL
12049
HBV ayw

0.0210




polymerase






665-673




SLYADSPSV
12050
HBV

0.3500




polymerase




ALMPLYASI
12051
HBV

0.0760




polymerase




NLNNLNVSI
12052
HBV

0.0660




polymerase




ALSLIVNLL
12053
HBV

0.0470




polymerase




KLHLYSHPI
12054
HBV

0.2900




polymerase




WILRGTSFV
12055
HBV

0.0270




polymerase






1344-1352




LVLQAGFFLL
12056
HBVadr
ENV
0.0150


FILLLCLIFL
12057
HBVadr
ENV
0.0280


WILRGTSFV
12058
HBVadr
POL
0.0180


IISCTCPTV
12059
HBVadw
PreCore
0.0190


LVPFVQWFV
12060
HBVadw
ENV
0.0200


LIISCSCPTV
12061
HBVadw
CORE
0.0290


FLPSDFFPSI
12062
HBVayr
PreCore
0.2100


LLCLGWLWGM
12063
HBVayr
PreCore
0.0220


QLFHLCLII
12064
HBVayw
PreCore
0.0390


CLGWLTGMDI
12065
HBVayw
PreCore
0.0190


FLGGTTVCL
12066
HBVayw
ENV
0.1700


SLYSILSPFL
12067
HBVayw
ENV
0.2000


FLPSDFFPS V
12068
HBVayw
CORE
1.5000


ILCWGELMTL
12069
HBVayw
CORE
0.1900


LMTLATWVGV
12070
HBVayw
CORE
0.6800


TLATWVGVNL
12071
HBVayw
CORE
0.5700


GLSRYVARL
12072
HBVayw
POL
0.1200


FLCKQYLNL
12073
HBVayw
POL
0.1700


RMRGTFSAPL
12074
HBVayw
POL
0.0110


SLYADSPSV
12075
HBVayw
POL
0.3500


YLYGVGSAV
12076
HCV

0.1600


LLSTTEWQV
12077
HCV

0.0480


IIGAETFYV
12078
HIV
POL
0.0260


QLWVTVYYGV
12079
HIV
ENV
0.0250


NLWVTVYYGV
12080
HIV
ENV
0.0160


KLWVTVYYGV
12081
HIV
ENV
0.0150


KLWVTVYYGV
12082
HIV.MN

0.0150




gp160




YMLDLQPET
12083
HPV16
E7
1.4000


TLGIVCPI
12084
HPV16
E7
0.6500


YLLDLQEPV
12085
HPV 16(a)
E7 (a)
0.2200


YMLDLQPEV
12086
HPV 16(a)
E7 (a)
1.9000


MLDLQPETT
12087
HPV16E7
E7
0.0130


SLQDIEITCVYCKT
12088
HPV18
E6
0.0100


V






RLLTSLFFL
12089
RSV

0.3400


RLLTSLFFL
12090
RSV

0.3400


LLLYYDYSL
12091
FISV

0.2800


DMLGRVFFV
12092
RSV

0.0110


TMFEALP HI
12093
LCMV
Gp
0.2000


ALISFLLLA
12094
LCMV
Gp
0.2200


TLMSIVSSL
12095
LCMV
Gp
0.2000


NISGYNFSL
12096
LCMV
Np
0.0280


ALLDGGNML
12097
LCMV
Np
0.0320


ALHLFKTTV
12098
LCMV
Gp
0.0170


SLISDQLLM
12099
LCMV
Gp
0.0540


WLVTNGSYL
12100
LCMV
Gp
0.0180


ALMDLLMFS
12101
LCMV
Gp
0.4300


LMDLLMFST
12102
LCMV
Gp
0.0460


LMFSTSAYL
12103
LCMV
Gp
0.3600


YLVSIFLHL
12104
LCMV
Gp
0.4200


SLHCKPEEA
12105
MAGE1

0.0130


ALGLVCVQA
12106
MAGE1

0.0150


LVLGTLEEV
12107
MAGE1

0.0320


GTLEEVPTA
12108
MAGE1

0.0130


CILESLFRA
12109
MAGE1

0.0460


KVADLVGFLL
12110
MAGE1

0.0560


KVADLVGFLLL
12111
MAGE1

0.0200


VMIAMEGGHA
12112
MAGE1

0.0360


SMHCKPEEV
12113
MAGE1(a)

0.0180


AMGLVCVQV
12114
MAGE1(a)

0.0120


LMLGTLEEV
12115
MAGE1(a)

0.1300


KMADLVGFLV
12116
MAGE1(a)

1.5000


VMVTCLGLS V
12117
MAGE1(a)

0.3000


LLGDNQIMV
12118
MAGE1(a)

0.0430


QMMPKTGFLV
12119
MAGE1(a)

0.0500


VMIAMEGGHV
12120
MAGE1(a)

0.0530


WMELSVMEV
12121
MAGE1(a)

0.0410


FLWGPRALA
12122
MAGE1N

0.0420


RALAETSYV
12123
MAGE1N

0.0100


ALAETSYVKVL
12124
MAGE1N

0.0120


ALAETSYVKV
12125
MAGE1N

0.0150


KVLEYVIKV
12126
MAGE1N

0.0900


YVIKVSARV
12127
MAGE1N

0.0140


ALREEEEGV
12128
MAGE1N

0.0210


YMFLWGPRV
12129
MAGE1N(a)

0.2200


KMVELVHFLLL
12130
MAGE2

0.6700


KMVELVHFL
12131
MAGE2

0.1600


KMVELVHFLL
12132
MAGE2

0.1100


KA SEYLQLV
12133
MAGE2

0.0110


YLQLVFGIEV
12134
MAGE2

0.3700


LVFGIEVVEV
12135
MAGE2

0.0120


QLVFGIELMEV
12136
MAGE3

0.3400


KVAELVHFL
12137
MAGE3

0.0550


KVAELVHFLL
12138
MAGE3

0.0120


ELMEVDPIGHL
12139
MAGE3

0.0260


HLYIFATCLGL
12140
MAGE3

0.0410


IMPKAGLLIIV
12141
MAGE3

0.0130


LVFGIELMEV
12142
MAGE3

0.1100










ALGRNSFEV
12143
p53 264-272 A8(A1)
0.0570


LLGANSFEV
12144
p53 264-272 A8 (A4)
0.1100


LLGRASFEV
12145
p53 264-272 AS (A5)
0.2200


LLGRNAFEV
12146
p53 264-272 A8 (A6)
0.0390


LLGRNSFAV
12147
p53 264-272 A8 (A8)
0.0420


RLGRNSFEV
12148
p53 264-272 AS (RI)
0.0190


LLGRRSFEV
12149
p53 264-272 A8 (R5)
0.0540


LLGRNSFRV
12150
p53 264-272 A8 (R8)
0.0250











LLFFWLDRSV
12151
PAP

0.6000


VLAKELKFV
12152
PAP

0.0590


ILLWQPIPV
12153
PAP

1.3000


IMYSAHDTTV
12154
PAP

0.0610


FLTLSVTWI
12155
PSA

0.0150


FLTLSVTWIGA
12156
PSA

0.0160


FLTLSVTWI
12157
PSA

0.0150


VLVHPQWVLTA
12158
PSA

0.0130


SLFI-IPEDTGQV
12159
PSA

0.0190


MLLRLSEPAEL
12160
PSA

0.1400


ALGTTCYA
12161
PSA

0.0230


KLQCVDLHVI
12162
PSA

0.0370










FLPSDYFPSV
12163
HBVc18-27 analog
1.0000


YSFLPSDFFPSV
12164
HBVc18-27 analog
0.0190




















TABLE 177







Sequence
SEQ ID NO
Antigen
Molecule
A2 Bind.





ALFLGFLGAA
12165
HIV
gp160
0.4950


MLQLTVWGI
12166
HIV
gp160
0.2450


RVIEVLQRA
12167
HIV
gp160
0.1963


KLTPLCVTL
12168
HIV
gp160
0.1600


LLIAARIVEL
12169
HIV
gp160
0.1550


SLLNATDIAV
12170
HIV
gp160
0.1050


ALFLGFLGA
12171
HIV
gp160
0.0945


HMLQLTVWGI
12172
HIV
gp160
0.0677


LLNATDIAV
12173
HIV
gp160
0.0607


ALLYKLDIV
12174
HIV
gp160
0.0362


WLWYIKIFI
12175
HIV
gp160
0.0355


TIIVHLNESV
12176
HIV
gp160
0.0350


LLQYWSQEL
12177
HIV
gp160
0.0265


IMIVGGLVGL
12178
HIV
gp160
0.0252


LLYKLDIVSI
12179
HIV
gp160
0.0245


FLAIIWVDL
12180
HIV
gp160
0.0233


TLQCKIKQII
12181
HIV
gp160
0.0200


GLVGLRIVFA
12182
HIV
gp160
0.0195


FLGAAGSTM
12183
HIV
gp160
0.0190


IISLWDQSL
12184
HIV
gp160
0.0179


TVWGIKQLQA
12185
HIV
gp160
0.0150


LLGRRGWEV
12186
HIV
gp160
0.0142


AVLSIVNRV
12187
HIV
gp160
0.0132


FIMIVGGLV
12188
HIV
gp160
0.0131


LLNATDIAVA
12189
HIV
gp160
0.0117


FLYGALLLA
12190
PLP

1.9000


SLLTFMIAA
12191
PLP

0.5300


FMIAATYNFAV
12192
PLP

0.4950


RMYGVLPWI
12193
PLP

0.1650


IAATYNFAV
12194
PLP

0.0540


GLLECCARCLV
12195
PLP

0.0515


YALTVVWLL
12196
PLP

0.0415


ALTVVWLLV
12197
PLP

0.0390


FLYGALLL
12198
PLP

0.0345


SLCADARMYGV
12199
PLP

0.0140


LLVFACSAV
12200
PLP

0.0107





Sequence
SEQ ID NO
Antigen
Molecule
A2





KMVELVHFLL
12201
MAGE2

0.2200


KVAELVHFL
12202
MAGE3

0.0550


RALAETSYV
12203
MAGE1N

0.0100


LVFGIELMEV
12204
MAGE3

0.1100


FLWGPRALA
12205
MAGE1N

0.0420


ALAETSYVKV
12206
MAGE1

0.0150


LVLGTLEEV
12207
HIV

0.0320


LLWKGEGAVV
12208
HIV

0.0360


IIGAETFYV
12209
HIV

0.0260


LMVTVYYGV
12210
HIV

0.4400


LLFNILGGWV
12211
HCV

3.5000


LLALLSCLTV
12212
HCV

0.6100


YLVAYQATV
12213
HCV

0.2500


FLLLADARV
12214
HCV

0.2300


ILAGYGAGV
12215
HCV

0.2200


YLLPRRGPRL
12216
HCV

0.0730


GLLGCIITSL
12217
HCV

0.0610


DLMGYIPLV
12218
HCV

0.0550


LLALLSCLTI
12219
HCV

0.0340


VLAALAAYCL
12220
HCV

0.0110


LLVPFVQWFV
12221
HBV

1.6000


FLLAQFTSA
12222
HBV

0.6600


FLLSLGIHL
12223
HBV

0.5200


ALMPLYACI
12224
HBV

0.5000


ILLLCLIFLL
12225
HBV

0.3000


LLPIFFCLWV
12226
HBV

0.1000


YLHTLWKAGI
12227
HBV

0.0560


YLHTLWKAGV
12228
HBV

0.1300






























TABLE 178





Pos
AA
P1
P2
P3
P4
P5
P6
P7
P8
P9
P10
SEQ ID NO
Allele
Motif















Human PLP peptides





















3
9
L
L
E
C
C
A
R
C
L

12229
A2.1
(LM)2; (LVI)c


23
9
G
L
C
F
F
G
V
A
L

12230




39
9
A
L
T
G
T
E
K
L
I

12231




134
9
S
L
E
R
V
C
H
C
L

12232




145
9
L
W
L
G
H
P
D
K
F
V
12233




158
9
A
L
T
V
V
W
L
L
V

12234




164
9
L
L
V
F
A
C
S
A
V

12235




205
9
R
M
Y
G
V
L
P
W
I

12236




2
10
G
L
L
E
C
C
A
R
C
L
12237




3
10
L
L
E
C
C
A
R
C
L
V
12238




10
10
C
L
V
G
A
P
F
A
S
L
12239




163
10
W
L
L
V
F
A
C
S
A
V
12240




250
10
T
L
V
S
L
L
T
F
M
I
12241




64
9
V
T
H
A
F
Q
Y
V
I

12242

Algorithm


80
9
F
L
Y
G
A
L
L
L
A

12243




157
9
Y
A
L
T
V
V
W
L
L

12244




163
9
W
L
L
V
F
A
C
S
A
V
12245




234
9
Q
M
T
F
H
L
F
I
A

12246




251
9
L
V
S
L
L
T
F
M
I

12247




253
9
S
L
L
T
F
M
I
A
A

12248




259
9
I
A
A
T
V
H
F
A
V

12249




84
10
A
L
L
L
A
E
G
F
Y
T
12250




157
10
Y
A
L
T
V
V
W
L
L
V
12251




165
10
L
V
F
A
C
S
A
V
P
V
12252




218
10
K
V
C
G
S
N
L
L
S
I
12253




253
10
S
L
L
T
F
M
I
A
A
T
12254









Human Collagen Type IV peptides





















5
9
A
L
M
G
P
L
G
L
L

12255
A2.1
(LM)2; (LVI)c


11
9
G
L
L
G
Q
I
G
P
L

12256




23
9
G
M
L
G
Q
K
G
E
I

12257




231
9
P
L
G
Q
D
G
L
P
V

12258




3
10
T
L
A
L
M
G
P
L
G
L
12259




24
10
M
L
G
Q
K
G
E
I
G
L
12260




59
10
P
L
G
K
D
G
P
P
G
V
12261




139
10
P
L
G
L
P
G
A
S
G
L
12262









Human Collagen Type II peptides





















794
9
G
L
A
G
Q
R
G
I
V

12263
A2.1
(LM)2; (LVI)c


17
9
V
M
Q
G
P
M
G
P
M

12264

Algorithm







Human GAD peptides





















56
9
S
L
E
E
K
S
R
L
V

12265
A2.1
(LM)2; (LVI)c


116
9
F
L
L
E
V
V
D
I
L

12266




117
9
L
L
E
V
V
D
I
L
L

12267




150
9
G
M
E
G
F
N
L
E
L

12268




157
9
E
L
S
D
H
P
E
S
L

12269




168
9
I
L
V
D
C
R
D
T
L

12270




190
9
Q
L
S
T
G
L
D
I
I

12271




229
9
T
L
K
K
M
R
E
I
V

12272




275
9
G
M
A
A
V
P
K
L
V

12273




300
9
A
L
G
F
G
T
D
N
V

12274
A2.1
(LM)2; (LVI)c


409
9
V
L
L
Q
C
S
A
I
L

12275




410
9
L
L
Q
C
S
A
I
L
V

12276




416
9
I
L
V
K
E
K
G
I
L

12277




466
9
L
M
W
K
A
K
G
T
V

12278




534
9
K
L
H
K
V
A
P
K
I

12279




546
9
M
M
E
S
G
T
T
M
V

12280




582
9
F
L
I
E
E
I
E
R
L

12281




42
10
K
L
G
L
K
I
C
G
F
L
12282




116
10
F
L
L
E
V
V
D
I
L
L
12283




138
10
V
L
D
F
H
H
P
H
Q
L
12284




147
10
L
L
E
G
M
E
G
F
N
L
12285




212
10
N
M
F
T
Y
E
I
A
P
V
12286




275
10
G
M
A
A
V
P
K
L
V
L
12287




300
10
A
L
G
F
G
T
D
N
V
I
12288




328
10
I
L
E
A
K
Q
K
G
Y
V
12289




381
10
L
M
S
R
K
H
R
H
K
L
12290




409
10
V
L
L
Q
C
S
A
I
L
V
12291




435
10
L
L
Q
P
D
K
Q
Y
D
V
12292




465
10
W
L
M
W
K
A
K
G
T
V
12293




485
10
E
L
A
E
Y
L
Y
A
K
I
12294




545
10
L
M
M
E
S
G
T
T
M
V
12295




252
9
G
A
I
S
N
M
Y
S
I

12296

Algorithm


367
9
N
L
W
L
H
V
D
A
A

12297




567
9
R
M
V
I
S
N
P
A
A

12298




299
10
A
A
L
G
F
G
T
D
N
V
12299




406
10
M
M
G
V
L
L
Q
C
S
A
12300




423
10
I
L
Q
G
C
N
Q
M
C
A
12301
















TABLE 179







HPV-16 Peptides for possible use in clinical trial













Peptide

SEQ






Position/

ID

A2.1
Immunogenicity
Immunogenicity


Cytel ID
Sequence
NO
AA
binding
Experiment 1
Experiment 2
















E7.86/1088.01
TLGIVCPI
12302
8
0.15
94.4 (1.34)
54.2 (1.43)*


E7.86/1088.06
TLGIVCPIC
12303
9
0.075
2.05 (4.93)
1.3 (3.74)


E7.85/1088.08
GTLGIVCPI
12304
9
0.021
9/08 (3.93)
—**


E7.1111088.03
YMLDLQPETT
12305
10
0.15
10.32 (1.66)
5.7 (2.39)


E7.11/1088.04
YMLDLQPET
12306
9
0.14
5.0 (3.70)
2.6 (15.5)


E7.12/1088.09
MLDLQPETT
12307
9
0.0028




E6.5211088.05
FAFRDLCIV
12308
9
0.057

ND


E7.82/1088.02
LLMGTLGIV
12309
9
0.024
9.62 (2.53)
8.93 (1.91)


E6.29/1088.10
TIHDIILECV
12310
10
0.021
22.13 (3.71)
0.4 (3.52)


E7.711088.07
TLHEYMLDL
12311
9
0.0070

1.2 (3.88


E6.18/1088.15
KLPQLCTEL
12312
9
0.0009

0.3 (5.64)


E6.7/1088.11
AMFQDPQER
12313
10
0.0002

ND


E6.26/1088.12
LQTTIHDII
12314
9
0.0002




E7.73/1088.13
HVDIRTLED
12315
9
0

ND





*_Lytic Units, geometric mean x + SD (3 mice/peptide)


** a dash indicates _Lytic Units with a geometric mean ≦0.2













TABLE 180







HPV Peptides single and in combinations


A









Peptides in restimulation and CTL assay











Peptide/s injected
1088.01
1088.02
1088.03
1088.10





same as in vitro
116.1 (3.49)*
55.98 (2.49)
5.56 (1.75)
16.4 (1.49)


1088.01 +
1.37 (16.56)

0 (0)



1088.03 +






875.23






1088.02 +

1.11 (2.9)

1.62 (13.1)


1088.10+






875.23






1088.01/.03 +
19.5 (4.1)
4.68 (2.3)
1.13 (21.9)
1.17 (2.58)


1088.02/.10 +






875.23






1088.all
107.9 (4.77)
13.52 (1.4)
2.58 (5.07)
102.3 (1.32)


+






875.23






1088.all
73.11 (4.48)
16.83 (2.54)
3.55 (2.9)
20.13 (1.05)


+






PADRE 1 ig






1088.all
37.15 (2.25)
26.79(2.09)
6.5 (1.64)
4.45 (4.14)


+






PADRE 0.05 ig





*_ Lytic Units 30% geometric mean (+x deviation)





















TABLE 181





Peptide
Sequence
SEQ ID NO
AA
Virus
Strain
Molecule
Pos.
A2.1























1.0841
ILSPFLPLL
12316
9
HBV
adr
ENV
371
2.9


1.024
TLQDIVLHL
12317
9
HPV
18
E7
7
0.76


1.0838
WLSLLVPFV
12318
9
HBV
adr
ENV
335
0.72


1.0851
FLLSLGIHL
12319
9
HBV
adr
POL
1147
0.52


1.0306
QLFEDNYAL
12320
9
c-ERB2


106
0.46


1.0814
LMVTVYYGV
12321
9
HIV

ENV
2182
0.44


1.0878
MMWFWGTSL
12322
9
HBV
adw
ENV
360
0.41


1.0839
MMWWGPSL
12323
9
HBV
adr
ENV
360
0.41


1.0384
FLTKQYLNL
12324
9
HBV
adw
POL
1279
0.29


1.0321
1LHNGAYSL
12325
9
c-ERB2


435
0.21


1.0834
LLLCLIFLL
12326
9
HBV
adr
ENV
250
0.19


1.0167
GLYSSTVPV
12327
9
HBV
adr
POL
635
0.15


1.0849
HLYSHPIIL
12328
9
HBV
adr
POL
1076
0.13


1.0275
RMPEAAPPV
12329
9
p53


63
0.12


1.0854
LLMGTLGIV
12330
9
HPV
16
E7
82
0.11


1.0880
ILSPFMPLL
12331
9
HBV
adw
ENV
371
0.11


1.0127
YLVAYQATV
12332
9
HCV

LORF
1585
0.11


1.0151
VLLDYQGML
12333
9
HBV
adr
ENV
259
0.11


1.0018
VLAEAMSQV
12334
9
HIV

GAG
367
0.11


1.0330
KLLQETELV
12335
9
c-ERB2


689
0.091


1.0209
SLYAVSPSV
12336
9
HBV
adr
POL
1388
0.078


1.0816
DLMGYIPLV
12337
9
HCV

CORE
132
0.055


1.0835
LLCLIFLLV
12338
9
HBV
adr
ENV
251
0.049


1.0852
FLCQQYLHL
12339
9
HBV
adr
POL
1250
0.048


1.0882
NLYVSLMLL
12340
9
HBV
adw
POL
1088
0.046


1.0837
GMLPVCPLL
12341
9
HBV
adr
ENV
265
0.046


1.0819
ILPCSFTTL
12342
9
HCV

NS1/ENV2
676
0.045


1.0109
ALSTGLIHL
12343
9
HCV

NS1/ENV2
686
0.042


1.0833
ILLLCLIFL
12344
9
HBV
adr
ENV
249
0.035


1.0301
HLYQGCQVV
12345
9
c-ERB2


48
0.034


1.0337
CLTSTVQLV
12346
9
c-ERB2


789
0.034


1.0842
PLLPIFFCL
12347
9
HBV
adr
ENV
377
0.031


1.0861
ALCRWGLLL
12348
9
c-ERB2


5
0.031


1.0309
VLIQRNPQL
12349
9
c-ERB2


153
0.029


1.0828
QVLQACFFLL
12350
9
HBV
adr
ENV
177
0.024


1.0844
LLWFHISCL
12351
9
HBV
adr
CORE
490
0.024


1.0135
ILAGYGAGV
12352
9
HCV

LORF
1851
0.024


1.0870
QLMPYGCLL
12353
9
c-ERB2


799
0.023


1.0075
LLWKGEGAV
12354
9
HIV

POL
1496
0.023


1.0873
FLGGTPVCL
12355
9
HBV
adw
ENV
204
0.021


1.0323
ALIHHNTHL
12356
9
c-ERB2


466
0.021


1.0859
VLVHPQWVL
12357
9
PSA


49
0.020


1.0267
KLQCVDLHV
12358
9
PSA


166
0.019


1.0820
VLPCSFTTL
12359
9
HCV

NS1/ENV2
676
0.017


1.0111
HLHQNIVDV
12360
9
HCV

NS1/ENV2
693
0.016


1.0103
SMVGNWAKV
12361
9
HCV

ENV1
364
0.016


1.0293
LLGRNSFEV
12362
9
p53


264
0.014


1.0207
GLYRPLLSL
12363
9
HBV
adr
POL
1370
0.014


1.0389
GLYRPLLRL
12364
9
HBV
adw
POL
1399
0.014


1.0185
NLSWLSLDV
12365
9
HBV
adr
POL
996
0.013


1.0113
FLLLADARV
12366
9
HCV

NS1/ENV2
725
0.013


1.0119
YLVTRHADV
12367
9
HCV

LORF
1131
0.011


1.0846
CLTHIVNLL
12368
9
HBV
adr
POL
912
0.010


1.0156
ELMNLATWV
12369
9
HBV
adr
CORE
454
0.010


1.0236
KLPDLCTEL
12370
9
HPV
18
E6
13
0.010


1.0056
ALQDSGLEV
12371
9
HIV

POL
1180
0.0083


1.0375
LLSSDLSWL
12372
9
HBV
adw
POL
1021
0.0081


1.0094
ALAHGVRL
12373
9
HCV

CORE
150
0.0072


1.0129
TLHGPTPLL
12374
9
HCV

LORF
1617
0.0070


1.0041
KLLRGTKAL
12375
9
HIV

POL
976
0.0069


1.0131
CMSADLEVV
12376
9
HCV

LORF
1348
0.0067


1.0872
GLLCPLLVL
12377
9
HBV
adw
ENV
170
0.0066


1.0228
TLHEYMLDL
12378
9
HPV
16
E7
7
0.0059


1.0274
KLLPENVL
12379
9
p53


24
0.0058


1.0043
EILKEPVHGV
12380
9
HIV

POL
1004
0.0055


1.0206
RLGLYRPLL
12381
9
HBV
adr
POL
1368
0.0050


1.0188
GLPRYVARL
12382
9
HBV
adr
POL
1027
0.0050


1.0202
KLIGTDNSV
12383
9
HBV
adr
POL
1317
0.0050


1.0818
FLLALLSCL
12384
9
HCV

CORE
177
0.0046


1.0184
LLSSNLSWL
12385
9
HBV
adr
POL
992
0.0046


1.0102
QLLRIPQAV
12386
9
HCV

ENV1
337
0.0039


1.0114
GLRDLAVAV
12387
9
HCV

LORF
963
0.0034


1.0005
TLNAWVKVI
12388
9
HIV

GAG
156
0.0032


1.0183
NLQSLTNLL
12389
9
HBV
adr
POL
985
0.0025


1.0359
QULGRKPTPL
12390
9
HBV
adw
ENV
89
0.0025


1.0150
SLDSWWTSL
12391
9
HBV
adr
ENV
194
0.0023


1.0362
ILSKTGDPV
12392
9
HBV
adw
ENV
153
0.0021


1.0866
ILLVVVLGV
12393
9
c-ERB2


661
0.0020


1.0214
LLHKRTLGL
12394
9
HBV
adr
“X”
1510
0.0019


1.0216
CLFKDWEEL
12395
9
HBV
adr
“X”
1533
0.0019


1.0862
GLGISWLGL
12396
9
c-ERB2


447
0.0018


1.0187
HLLVGSSBL
12397
9
HBV
adr
POL
1020
0.0018


1.0318
TLEEITGYL
12398
9
c-ERB2


650
0.0018


1.0328
PLTSIISAV
12399
9
c-ERB2


650
0.0015


1.0822
LLGIITSL
12400
9
HCV

LORF
1089
0.0015


1.0277
ALNKMFCQL
12401
9
p53


129
0.0013


1.0066
HLEGKIILV
12402
9
HIV

POL
1322
0.0010


1.0308
QLRSLTIEL
12403
9
c-ERB2


141
0.0008


1.0115
DLAVAVEPV
12404
9
HCV

LORF
966
0.0008


1.0391
VLHKRTLGL
12405
9
HBV
adw
“X”
1539
0.0007


1.0876
FLCILLLCL
12406
9
HBV
adw
ENV
246
0.0007


1.0148
LLDPRVRGL
12407
9
HBV
adr
ENV
120
0.0006


1.0221
KLPQLCTEL
12408
9
HPV
16
E6
18
0.0006


1.0065
HLEGKVILV
12409
9
HIV

POL
1322
0.0006


1.0017
EMMTACQGV
12410
9
HIV

GAG
350
0.0006


1.0055
HLALQDSGL
12411
9
HIV

POL
1178
0.0005


1.0868
VLGVVPGIL
12412
9
c-ERB2


666
0.0005


1.0004
TLNAWVKVV
12413
9
HIV

GAG
156
0.0005


1.0381
HLESLYAAV
12414
9
HBV
adw
POL
1165
0.0005


1.0128
CLIRLKPTL
12415
9
HCV

LORF
1610
0.0004


1.0255
CLGSYDGL
12416
9
MAGE
3-Jan

174
0.0004


1.0212
HLSLRGLPV
12417
9
HBV
adr

1470
0.0004


1.0247
ILESLFRAV
12418
9
MAGE
1

93
0.0004


1.0092
TLTCGFACL
12419
9
HCV

CORE
93
0.0004


1.0108
TLPALSTGL
12420
9
HCV

NS1/ENV2
683
0.0003


1.0294
ALAIPQCRL
12421
9
EBNA1


525
0.0003


1.0101
DLCGSVFLV
12422
9
HCV

ENVI
280
0.0003


1.0231
RLCVQSTHV
12423
9
HPV
16
E7
66
0.0003


1.0162
LLDDEAGPL
12424
9
HBV
adr
POL
587
0.0002


1.0829
CLRRFIIFL
12425
9
HBV
adr
ENV
239
0.0002


1.0126
GLPVCQDHL
12426
9
HCV

LORF
1547
0.0001


1.0163
PLEEELPRL
12427
9
HBV
adr
POL
594
0.0001


1.0130
PLLYRLGAV
12428
9
HCV

LORF
1623
0.0001


1.0042
ELAENREIL
12429
9
HIV

POL
997
0


1.0054
ELQAIHLAL
12430
9
HIV

POL
1173
0


1.0089
LIPRRGPRL
12431
9
HCV

CORE
36
0


1.0091
NLGKVIDTL
12432
9
HCV

CORE
118
0


1.0093
PLGGAARAL
12433
9
HCV

CORE
143
0


1.0154
DLLDTASAL
12434
9
HBV
adr
CORE
419
0


1.0178
QLKQSRLGL
12435
9
HBV
adr
POL
791
0


1.0179
CLQPQQGSL
12436
9
HBV
adr
POL
798
0


1.0286
PLDGEYFTL
12437
9
p53


322
0


1.0296
VLKDAIKDL
12438
9
EBNA1


574
0


1.0310
QLCYQDTIL
12439
9
c-ERB2


160
0


1.0007
DLNTMLNTV
12440
9
HIV

GAG
188
0


1.0037
ELHPDKWTV
12441
9
HIV

POL
928
0


1.0070
ELKKIICQV
12442
9
HIV

POL
1412
0


1.0157
ELVVSYVNV
12443
9
HBV
adr
CORE
473
0


1.0160
CLTPGRETV
12444
9
HBV
adr
CORE
497
0


1.0164
DLNLGNLNV
12445
9
HBV
adr
POL
614
0


1.0867
LLVVVLGVV
12446
9
c-ERB2


662
0


1.0159
NMGLKIRQL
12447
9
HBV
adr
CORE
482
0


1.0322
SLRELGSGL
12448
9
c-ERB2


457
<0.0002


1.0350
DLLEKGERL
12449
9
c-ERB2


933
<0.0002


1.0352
DLVDAEEYL
12450
9
c-ERB2


1016
<0.0002


1.0366
PLEEELPIIL
12451
9
HBV
adw
POL
623
<0.0002


1.0372
DLQHGRLVL
12452
9
HBV
adw
POL
781
<0.0002


1.0390
PLPGPLGAL
12453
9
HBV
adw

1476
<0.0002


1.0811
LLTQIGCTL
12454
9
HIV

POL
685
<0.0002


1.0812
PLVKLWYQL
12455
9
HIV

POL
1116
<0.0002


1.0832
FLFILLLCL
12456
9
HBV
adr
ENV
246
<0.0002


1.0847
NLYVSLLLL
12457
9
HBV
adr
POL
1059
<0.0002


1.0316
PLQPEQLQV
12458
9
c-ERB2


391
<0.0002


1.0342
DLAARNVLV
12459
9
c-ERB2


845
<0.0002


1.0343
VLVKSPNHV
12460
9
c-ERB2


851
<0.0002


1.0356
TLSPGKNGV
12461
9
c-ERB2


1172
<0.0002


1.0376
DLSWLSLDV
12462
9
HBV
adw
POL
1025
<0.0002


1.0363
NMENIASGL
12463
9
HBV
adw
ENV
163
<0.0002


1.0195
TLPQEHIVL
12464
9
HBV
adr
POL
1179
<0.0003


1.0196
KLKQCFRKL
12465
9
HBV
adr
POL
1188
<0.0003


1.0201
PLPIHTAEL
12466
9
HBV
adr
POL
1296
<0.0003


1.0210
QLDPARDVL
12467
9
HBV
adr
“X”
1426
<0.0003


1.0220
VLGGCRHKL
12468
9
HBV
adr
“X”
1551
<0.0003


1.0229
DLQETTDL
12469
9
HPV
16
E7
14
<0.0003


1.0266
DLPTQEPAL
12470
9
PSA


136
<0.0003


1.0279
HLIRVEGNL
12471
9
p53


193
<0.0003


1.0282
TLEDSSGNL
12472
9
p53


256
<0.0003


1.0238
ELRHYSDSV
12473
9
HPV
18
E6
77
<0.0003


1.0268
DLHVISNDV
12474
9
PSA


171
<0.0003


1.0836
CLIFLLVLL
12475
9
HBV
adr
ENV
253
<0.0006
























TABLE 182





Peptide
Sequence
SEQ ID NO
AA
Virus
Strain
Molecule
Pos.
A2.1























1.0890
LLFNILGGWV
12476
10
HCV

LORF
1807
3.5


1.0930
LLVPFVQWFV
12477
10
HBV
adw
ENV
338
1.6


1.0884
LLALLSCLTV
12478
10
HCV

CORE
178
0.61


1.0896
ILLLCLEFLL
12479
10
HBV
adr
ENV
249
0.30


1.0518
GLSPTVWLSV
12480
10
HBV
adr
ENV
348
0.28


1.0902
SLYNILSPFL
12481
10
HBV
adr
ENV
367
0.23


1.0892
LLVLQAGFFL
12482
10
HBV
adr
ENV
175
0.21


1.0686
FLQTHIFAEV
12483
10
EBNA1


565
0.17


1.0628
QLFLNTLSFV
12484
10
HPV
18
E7
88
0.11


1.0904
LLPIFFCLWV
12485
10
HBV
adr
ENV
378
0.10


1.0897
LLLCLIFLLV
12486
10
HBV
adr
ENV
250
0.099


1.0516
LLDYQGMLPV
12487
10
HBV
adr
ENV
260
0.085


1.0901
WMMWYWGPSL
12488
10
HBV
adr
ENV
359
0.084


1.0533
GLYSSTVPVL
12489
10
HBV
adr
POL
635
0.080


1.0469
YLLPRRGPRL
12490
10
HCV

CORE
35
0.073


1.0888
GLLGCIITSL
12491
10
HCV

LORF
1038
0.061


1.0907
ILCWGELMNL
12492
10
HBV
adr
CORE
449
0.052


1.0927
LLGICLTSTV
12493
10
c-ERB2


785
0.049


1.0452
LLWKGEGAVV
12494
10
HIV

POL
1496
0.036


1.0885
LLALLSCLTI
12495
10
HCV

CORE
178
0.034


1.0620
KLTNTGLYNL
12496
10
HPV
18
E6
92
0.032


1.0502
RLIVFPDLGV
12497
10
HCV

LORF
2578
0.032


1.0659
FLLTPKKLQCV
12498
10
PSA


161
0.031


1.0932
WMMWFWGPSL
12499
10
HBV
adw
ENV
359
0.029


1.0772
SLNFLGGTPV
12500
10
HBV
adw
ENV
201
0.027


1.0609
SLQDIEITCV
12501
10
HPV
18
E6
24
0.025


1.0526
ILSTLPETTV
12502
10
HBV
adr
CORE
529
0.022


1.0508
RLHGLSAFSL
12503
10
HCV

LORF
2885
0.020


1.0493
ILGGWVAAQL
12504
10
HCV

LORF
1811
0.018


1.0738
VMAGVGSPYV
12505
10
c-ERB2


773
0.018


1.0460
QLMVTVYYGV
12506
10
HIV

ENV
2181
0.017


1.0573
ILRGTSFVYV
12507
10
HBV
adr
POL
1345
0.016


1.0703
SLTEILKGGV
12508
10
c-ERB2


144
0.015


1.0912
LLGCAANWIL
12509
10
HBV
adr
POL
1337
0.014


1.0798
ALPPASPSAV
12510
10
HBV
adw

1483
0.013


1.0908
QLLWFHISCL
12511
10
HBV
adr
CORE
489
0.013


1.0677
NLLGRNSFEV
12512
10
p53


263
0.013


1.0889
VLAALAAYCL
12513
10
HCV

LORF
1666
0.011


1.0528
LLLDDEAGPL
12514
10
HBV
adr
POL
586
0.011


1.0500
IMAKNBVFCV
12515
10
HCV

LORF
2558
0.0088


1.0492
VLVGGVLAAL
12516
10
HCV

LORF
1661
0.0084


1.0898
LLCLIFLLVL
12517
10
HBV
adr
ENV
251
0.0075


1.0458
KLMVTVYYGV
12518
10
HIV

ENV
2181
0.0069


1.0459
NLMVTVYYGV
12519
10
HIV

ENV
2181
0.0067


1.0530
GLSPTVWLSA
12520
10
HBV
adw
ENV
248
0.0067


1.0759
SLPTHDPSPL
12521
10
c-ERB2


1100
0.0059


1.0419
VLPEKDSWTV
12522
10
HIV
POL

940
0.0056


1.0666
FLHSGTAKSV
12523
10
p53


113
0.0050


1.0473
GLIHLGQNIV
12524
10
HCV
NS1/ENV

2690
0.0047


1.0792
SLYAAVTNFL
12525
10
HBV
adw
POL
1168
0.0046


1.0780
IMPARFYPNV
12526
10
HBV
adw
POL
713
0.0043


1.0507
YLTRDPTTPL
12527
10
HCV

LORF
2803
0.0042


1.0914
GLYNLLIRCL
12528
10
HPV
18
E6
97
0.0036


1.0649
YLEYGRCRTV
12529
10
MAGE
1

248
0.0034


1.0561
SLFTSITNEL
12530
10
HBV
adr
POL
1139
0.0034


1.0788
NLLSSDLSWL
12531
10
HBV
adw
POL
1020
0.0032


1.0753
RMARDPQRFV
12532
10
c-ERB2


978
0.0020


1.0568
RMRGTFVVPL
12533
10
HBV
adr
POL
1288
0.0020


1.0642
SLQLVFGIDV
12534
10
MAGE
1

150
0.0020


1.0582
KLLHKRTLGL
12535
10
HBV
adr
“X”
1509
0.0019


1.0713
GLGMEHLREV
12536
10
c-ERB2


344
0.0017


1.0742
GMSYLEDVRL
12537
10
c-ERB2


832
0.0017


1.0549
NLLSSNLSWL
12538
10
HBV
adr
POL
991
0.0016


1.0465
QLTVWGIKQL
12539
10
HIV

ENV
2760
0.0015


1.0524
VLEYLVSFGV
12540
10
HBV
adr
CORE
505
0.0015


1.0483
VLNPSVAATL
12541
10
HCV

LORF
1253
0.0015


1.0548
SLTNLLSSNL
12542
10
HBV
adr
POL
988
0.0014


1.0512
ALLDPRVRGL
12543
10
HBV
adr
ENV
119
0.0011


1.0676
TLEDSSGNLL
12544
10
p53


256
0.0011


1.0719
TLQGLGISWL
12545
10
c-ERB2


444
0.0011


1.0627
DLRAFQQLFL
12546
10
HPV
18
E7
82
0.0010


1.0725
VLQGLPREYV
12547
10
c-ERB2


546
0.0009


1.0918
DLPPWFPPMV
12548
10
EBNAI


605
0.0009


1.0499
DLSDGSWSTV
12549
10
HCV

LORF
2399
0.0008


1.0559
CLAFSYMDDV
12550
10
HBV
adr
POL
1118
0.0008


1.0632
PLVLGTLEEV
12551
10
MAGE
1

37
0.0008


1.0520
NLATWVGSNL
12552
10
HBV
adr
CORE
457
0.0008


1.0400
NLLTQIGCTL
12553
10
HIV

POL
684
0.0007


1.0488
GLTHIDAHFL
12554
10
HCV

LORF
1564
0.0007


1.0733
VLGSGAFGTV
12555
10
c-ERB2


725
0.0007


1.0434
QLIKKEKVYL
12556
10
HIV

POL
1219
0.0006


1.0451
KLLWKGEGAV
12557
10
HIV

POL
1495
0.0006


1.0470
SMVGNWAKVL
12558
10
HCV

ENVI
364
0.0006


1.0570
KLIGTDNSVV
12559
10
HBV
adr
POL
1317
0.0006


1.0924
ILLVVVLGVV
12560
10
c-ERB2


661
0.0006


1.0397
LLDTGADDTV
12561
10
HIV

POL
619
0.0005


1.0446
HLKTAVQMAV
12562
10
HIV

POL
1426
0.0005


1.0604
DLLMGTLGIV
12563
10
HPV
16
E7
81
0.0005


1.0443
LLKLAGRWPV
12564
10
HIV

POL
1356
0.0004


1.0461
DLMVTVYYGV
12565
10
HIV

ENV
2181
0.0004


1.0619
TLEKLTNTGL
12566
10
HPV
18
E6
89
0.0004


1.0787
SLTNLLSSDL
12567
10
HBV
adw
POL
1017
0.0004


1.0521
NLEDPASREL
12568
10
HBV
adr
CORE
465
0.0003


1.0583
GLSAMSTTDL
12569
10
HBV
adr

1517
0.0003


1.0652
VLVASRGRAV
12570
10
PSA


36
0.0003


1.0716
DLSVFQNLQV
12571
10
c-ERB2


421
0.0003


1.0723
QLFRNPHQAL
12572
10
c-ERB2


484
0.0003


1.0727
PLTSIISAVV
12573
10
c-ERB2


650
0.0003


1.0479
YLKGSSGGPL
12574
10
HCV

LORF
1160
0.0002


1.0497
QLPCEPEPDV
12575
10
HCV

LORF
2159
0.0002


1.0523
CLTFGRETVL
12576
10
HBV
adr
CORE
497
0.0002


1.0603
TLEDLLMGTL
12577
10
HPV
16
E7
78
0.0002


1.0631
SLHCKPEEAL
12578
10
MAGE
1

7
0.0002


1.0680
EMPRELNEAL
12579
10
p53


339
0.0002


1.0689
VLKDA1KDLV
12580
10
ENBA1


574
0.0002


1.0757
DLVDAEEYLV
12581
10
c-ERB2


1016
0.0002


1.0796
RMRGTFVSPL
12582
10
HBV
adw
POL
1317
0.0002


1.0669
QLAKTCPVQL
12583
10
p53


136
0.0001


1.0717
NLQVIRGRIL
12584
10
c-ERB2


427
0.0001


1.0721
WLGLRSLREL
12585
10
c-ERB2


452
0.0001


1.0522
NMGLKIRQLL
12586
10
HBV
adr
CORE
482
0


1.0527
PLSYQHFRKL
12587
10
HBV
adr
POL
576
0


1.0529
ELPRLADEGL
12588
10
HBV
adr
POL
598
0


1.0531
GLNRRVAEDL
12589
10
HBV
adr
POL
606
0


1.0536
PLTVNEKRRL
12590
10
HBV
adr
POL
672
0


1.0539
IMPARFYPNL
12591
10
HBV
adr
POL
684
0


1.0550
PLHPAAMPHL
12592
10
HBV
adr
POL
1012
0


1.0552
DLHDSCSRNL
12593
10
HBV
adr
POL
1051
0


1.0555
LLYKTFGRKL
12594
10
HBV
adr
POL
1066
0


1.0557
PMGVGLSPFLI
12595
10
HBV
adr
POL
1090
0


1.0560
VLGAKSVQHL
12596
10
HBV
adr
POL
1128
0


1.0569
PLPIHTAELL
12597
10
HBV
adr
POL
1296
0


1.0579
PLPSLAPSAV
12598
10
HBV
adr

1454
0


1.0585
DLEAYFKDCL
12599
10
HBV
adr

1525
0


1.0587
ELGEEIRLKV
12600
10
HBV
adr

1540
0


1.0589
VLGGCRHKLV
12601
10
HBV
adr

1551
0


1.0597
TLEQQYNKPL
12602
10
HPV
16
E6
94
0


1.0608
DLCTELNTSL
12603
10
HPV
18
E6
16
0


1.0616
RLQRRRETQV
12604
10
HPV
18
E6
49
0


1.0621
HLEPQNEIPV
12605
10
HPV
18
E7
14
0


1.0639
LLKYRAREPV
12606
10
MAGE

1/3
114
0


1.0643
CLGLSYDGLL
12607
10
MAGE

1/3
174
0


1.0657
DMSLLKNRFL
12608
10
PSA


98
0


1.0658
LLRLSEPAEL
12609
10
PSA


119
0


1.0663
PLSQETFSDL
12610
10
p53


13
0


1.0664
PLPSQAMDDL
12611
10
p53


34
0


1.0690
ELAALCRWGL
12612
10
c-ERB2


2
0


1.0692
RLPASPETHL
12613
10
c-ERB2


34
0


1.0699
RLRIVRGTQL
12614
10
c-ERB2


98
0


1.0701
GLRELQLRSL
12615
10
c-ERB2


136
0


1.0730
QMRILKETEL
12616
10
c-ERB2


711
0


1.0732
ILKETELRKV
12617
10
c-ERB2


714
0


1.0754
PLDSTFYRSL
12618
10
c-ERB2


999
0


1.0755
LLEDDDMGDL
12619
10
c-ERB2


1008
0


1.0758
DLGMGAAKGL
12620
10
c-ERB2


1089
0


1.0761
PLPSETDGYV
12621
10
c-ERB2


1119
0


1.0763
TLSGKNGVV
12622
10
c-ERB2


1172
0


1.0765
TLQDPRVRAL
12623
10
HBV
adw
ENV
119
0


1.0768
NMENIASGLL
12624
10
HBV
adw
ENV
163
0


1.0775
ELPHLADEGL
12625
10
HBV
adw
POL
627
0


1.0776
GLNRPVAEDL
12626
10
HBV
adw
POL
635
0


1.0777
PLTVNENRRL
12627
10
HBV
adw
POL
701
0


1.0790
LLYKTYGRKL
12628
10
HBV
adw
POL
1095
0


1.0801
GLSAMSPTDL
12629
10
HBV
adw

1546
0


1.0802
DLEAYFICDCV
12630
10
HBV
adw

1554
0


1.0803
TLQDPRVRGL
12631
10
HBV
ayw
ENV
119
0


1.0804
NMENITSGFL
12632
10
HBV
ayw
ENV
163
0


1.0891
DLVNLLPAIL
12633
10
HCV

LORF
1878
0


1.0404
PLTEEKIKAL
12634
10
HW

POL
720
<0.0002


1.0409
QLGIPHPAGL
12635
10
HIV

POL
786
<0.0002


1.0411
GLKKKKSVTV
12636
10
HIV

POL
794
<0.0002


1.0450
PIWKGPAKLL
12637
10
HIV

POL
1488
<0.0002


1.0476
DLAVAVEPVV
12638
10
HCV

LORF
966
<0.0002


1.0478
SLTGRDKNQV
12639
10
HCV

LORF
1046
<0.0002


1.0490
DLEVVTSTWV
12640
10
HCV

LORF
1652
<0.0002


1.0494
GLGKVLIDIL
12641
10
HCV

LORF
1843
<0.0002


1.0505
VLTTSCGNTL
12642
10
HCV

LORF
2704
<0.0002


1.0506
ELITSCSSNV
12643
10
HCV

LORF
1781
<0.0002


1.0510
CLRKLGVPPL
12644
10
HCV

LORF
1908
<0.0002


1.0511
PLGFFPDHQL
12645
10
HBV
adr
ENV
10
<0.0002


1.0514
NMENTTSGFL
12646
10
HBV
adr
ENV
163
<0.0002
















TABLE 183







B7-like cross-reactive binders











































Minimal
















B*0701
B*3501
B*5301
B*5401
population


PEPTIDE
AA
P1
P2
P3
P4
P5
P6
P7
P8
P9
P10
SEQ ID NO
Virus
(nM)
(nM)
(nM)
(nM)
coverage




























15.066
9
F
P
V
R
P
Q
V
P
L

12647
HIV
7.1
22
192
44
36.3


15.032
9
I
P
I
P
S
S
W
A
F

12648
HBV
60
7.8
35
4000
32.6


15.044
9
L
P
G
C
S
F
S
I
F

12649
HCV
61
113
122
8000
32.6


15.107
9
V
P
I
S
H
L
Y
I
L

12650
MAGE2
22
384
396
3525
32.6


15.037
9
F
P
H
C
L
A
F
S
I

12651
HBV
3375
7.5
18
400
25.8


15.140
9
M
P
E
A
G
L
L
I
I

12652
MAGE3
320

92
112
21.6


15.134
9
L
P
T
T
M
N
I
P
L

12653
MAGE3
71
46
802
3152
27.9


16.012
9
F
P
Y
L
V
A
Y
Q
A

12654
HCV
18000
182
1706
1.2
20.6


16.009
9
L
P
V
C
A
F
S
S
A

12655
HBV
348
533

2.0
16.3


16.064
9
F
P
R
I
W
L
H
J
L

12656
HIV
5.4
10286
16909
226
16.3


16.032
9
A
P
L
L
L
A
R
A
A

12657
PAP
257


2.6
16.3


16.176
9
H
P
Q
W
V
L
T
A
A

12658
PSA
225
1532

1.1
16.3


15.047
9
Y
P
C
T
V
N
F
T
I

12659
HCV
10800
966
102
89
9.9


15.073
9
F
P
I
S
P
I
E
T
V

12660
HIV
3484
1051
251
9.8
9.9


15.217
10
F
P
H
C
L
A
F
S
Y
M
12661
HBV
99
119
380
671
32.6


15.268
10
Y
P
L
A
S
L
R
S
L
F
12662
HIV
400
480
150
759
32.6


15.350
10
T
P
Y
A
G
E
P
A
P
F
12663
P fal
55
76
420
4674
32.6


15.214
10
T
P
A
R
V
T
G
G
V
F
12664
HBV
75
294


27.9


15.225
10
Y
P
C
T
V
N
F
T
I
F
12665
HCV
1521
399
1257
315
20.6


16.185
10
I
P
Q
A
V
V
D
M
V
A
12666
HCV
7043
300

5.7
20.6


16.187
10
L
P
C
S
F
T
T
L
P
A
12667
HCV
422
24000

16
16.3


16.196
10
L
P
Q
G
W
K
G
S
P
A
12668
HIV
450


18
16.3
















TABLE 184







Murine MHC molecules















Ab utilized for



MHC class
Allele
Cell Line
Capture Assay







I
Db
ELA




I
Db
P815




I
Kb
EL4




I
Kd
P815




I
Kk
CH27
Y3



I
Ld
P815




II
IAb
DB27.4




II
IAd
A20




II
IAk
CH12




II
IAs
LS102.9




II
IAu
91.7




II
IEd
A20




II
IEk
CH12

















TABLE 185







HLA CLASS I MHC MOLECULES













Ab utilized



HLA-A, B

for Capture



Allele
Cell Lines
assay







A*0101
Steinlin, MAT
W6/32



A*2601
Pure Protein, QBL
W6/32



A*2902
Sweig, Pure Protein, Pitout
W6/32



A*3002
DUCAF, Pure Protein
W6/32



A*2301
Pure Protein, WT51
W6/32



A*2402
KT3, Pure Protein, KAS116
W6/32



A*0201
JY, OMW
W6/32



A*0202
M7B
W6/32



A*0203
FUN
W6/32



A*0205
DAH
W6/32



A*0206
CLA
W6/32



A*0207
AP
W6/32



A*6802
AMAI
W6/32



A*0301
GM3107
W6/32



A*1101
BVR
W6/32



A*3101
SPACH, OLL
W6/32



A*3301
LWAGS
W6/32



A*6801
OR, 2F7
W6/32



B*0702
GM3107, JY
W6/32



B*3501
CIR, BVR
W6/32



B*5101
KAS116
W6/32



B*5301
AMAI
W6/32



B*5401
KT3
W6/32



B*1801
DUCAF
W6/32



B*4001
2F7
W6/32



B*4002
Sweig
W6/32



B*4402
WT47
B1.23.1



B*4403
Pitout
B1.23.1



B*4501
OMW
W6/32



A*3201
Pure Protein, WT47
W6/32

















TABLE 186





Binding affinity of HLA-DR supertype and DR3 motif-positive peptides







































DRB1


Peptide
Sequence
SEQ ID NO
AA
Organism
Protein
Position
Analog
DRB1 *0101
DRB1 *0301
DRB1 *0401
DRB1*0404
*0405





F116.01
MDIDPYKEFGATVELLSFLPSDFFP
12669
25
HBV
core
1

1563

170




F209.01
LETTMRSPVFTDNSSPPVVP
12670
20
HCV



374
433
155
3648
65


F209.02
AYAAQGYKVLVLNPSVAA
12671
18
HCV



8.0
594
3.7
19
51


F209.03
TPAETTVRLRAYMNTPGLPV
12672
20
HCV



168
10,193
43
6.9
16


F209.04
ENLPYLVAYQATVCARAQAP
12673
20
HCV



4.2
471
3.6
10
76


F209.05
GIQYLAGLSTLPGNPAIA
12674
18
HCV



2.5

2.7
1.6
4.9


F209.06
KGGRKPARLIVFPDLGVRVC
12675
20
HCV



283
152
900
51
45


F209.07
CGKYLFNWAVRTKLKLTPIA
12676
20
HCV



48
546
187
401
91


90.0062
NGWFYVEAVIDRQTG
12677
15
HPV
E1
15

157
241
69
5136
12


90.0075
TGWFEVEAVIERRTG
12678
15
HPV
E1
15

17,057
17
139
5358
6108


90.0029
NGWFYVEAVVEKKTG
12679
15
HPV
E1
16

219
136
31
3174
27


90.0126
EDEIDTDLDGFIDDS
12680
15
HPV
E1
40

320
128

2040
1019


90.0077
LLEFIDDSMENSIQA
12681
15
HPV
E1
47

500
518
244
168
534


89.0078
VDFIDTQLSICEQAE
12682
15
HPV
E1
48

169
3780
1285
1207
284


90.0031
VDFIVNDNDYLTQAE
12683
15
HPV
E1
49

2826
42
145




90.0078
ENSIQADTEAARALF
12684
15
HPV
E1
56

3905
620





89.0022
QAELETAQALFHAQE
12685
15
HPV
E1
60

1814

122
1086
592


89.0114
GQQLLQVQTAHADKQ
12686
15
HPV
E1
66




4117



89.0115
QQLLQVQTAHADKQT
12687
15
HPV
E1
67

1113

5496
9268



89.0001
HALFTAQEAKQHRDA
12688
15
HPV
E1
68

4690

205

4747


90.0047
AQEVHNDAQVLHVLK
12689
15
HPV
E1
72

407
21
4528
10,588



89.0093
EDDLHAVSAVKRKFT
12690
15
HPV
E1
76

372






90.0048
GERLEVDTELSPRLQ
12691
15
HPV
E1
100


15
2668




90.0129
QQTVCREGVKRRLIL
12692
15
HPV
E1
100

5891
711
82
2449
1072


90.0064
LKAICIENNSKTAKR
12693
15
HPV
E1
109

62
86
36
1933
369


90.0032
LKAICIEKQSRAAKR
12694
15
HPV
E1
110

259
21
307
830



89.0039
NTEVETQQMVQVEEQ
12695
15
HPV
E1
135

2634


5961



89.0059
NTEVETQQMVQQVES
12696
15
HPV
E1
135








89.0002
NTEVETQQMLQVEGR
12697
15
HPV
E1
136

4981

1059
3887



89.0040
MVQVEEQQTTLSCNG
12698
15
HPV
E1
143

1164

340
1501



89.0041
LYGVSFMELIRPFQS
12699
15
HPV
E1
194

444

5208
917
1803


89.0003
LNVLKTSNAKAAMLA
12700
15
HPV
E1
195

33
114
3.4
881
2378


89.0140
TLLYKFKEAYGVSFM
12701
15
HPV
E1
199

1097


5155
16,743


89.0094
TVLEKEKETYGVSFM
12702
15
HPV
E1
202

54

993
2774
1957


89.0060
AYGISFMELVRPFKS
12703
15
HPV
E1
207

640
7088
1723
1170
4261


89.0095
TYGVSFMELVRPFKS
12704
15
HPV
E1
210

176






90.0050
MLAVFKDTYGLSFTD
12705
15
HPV
E1
214

9668
45
829
2445



89.0042
DWCVAAFGVTGTVAE
12706
15
HPV
E1
215

11

294
76
184


89.0079
DWVMAIFGVNPTVAE
12707
15
HPV
E1
228

58
431
45
58
85


89.0080
VMAIFGVNPTVAEGF
12708
15
HPV
E1
230

190
699
77
36
17


90.0051
VRNFKSDKTTCTDWV
12709
15
HPV
E1
230


404
57
815
3300


89.0081
MAIFGVNPTVAEGFK
12710
15
HPV
E1
231

101
381
75
45
36


89.0096
DWCIIGMGVTPSVAE
12711
15
HPV
E1
231



1063




89.0097
WCIIGMGVTPSVAEG
12712
15
HPV
E1
232








89.0119
LKTIIKPHCMYYHMQ
12713
15
HPV
E1
238



1995
6042
11,579


89.0023
VTAIFGVNPTIAEGF
12714
15
HPV
E1
244

1137
3418
836
6545
100


89.0061
LKVLIKQHSLYTHLQ
12715
15
HPV
E1
244

4.3
1829
17
229
687


89.0082
FKTLIKPATLYAHIQ
12716
15
HPV
E1
244

23
825
123
1494
14


89.0142
LKVLIKQHSIYTHLQ
12717
15
HPV
E1
244

8977






89.0024
TAIFGVNPTIAEGFK
12718
15
HPV
E1
245

566
374
54
1693
17


89.0083
KTLIKPATLYAHIQC
12719
15
HPV
E1
245

60
1220
1429
666
841


89.0098
LKVLIQPYSIYAHLQ
12720
15
HPV
E1
247

207
191
524
929
2242


89.0043
ACSWGMVMLMLVRFK
12721
15
HPV
E1
248

1246

1030
751
1530


89.0044
SWGMVMLMLVRFKCA
12722
15
HPV
E1
250

4895

3376
677
4764


89.0025
FKTLIQPFILYAHIQ
12723
15
HPV
E1
258

27

728
359
463


89.0062
DRGIIILLLIRFRCS
12724
15
HPV
E1
263




1926
7177


89.0063
RGIIILLLIRFRCSK
12725
15
HPV
E1
264

674

883
403
241


89.0099
DRGVLILLLIRFKCG
12726
15
HPV
E1
266

20
470
1483
417
3340


89.0004
ACSWGMVVLLLVRYK
12727
15
HPV
E1
268

1017

701
951
1942


89.0005
SWGMVVLLLVRYKCG
12728
15
HPV
E1
270

10,893

4669
1123
401


89.0045
EKLLEKLLCISTNCM
12729
15
HPV
E1
271

2118

319
645
3012


89.0123
RKTIAKALSSILNVP
12730
15
HPV
E1
274



11,494
15,385



89.0026
DCKWGVLILALLRYK
12731
15
HPV
E1
275

1234

1086
954
1341


89.0027
KWGVLILALLRYKCG
12732
15
HPV
E1
277

333

584
275
139


89.0064
KNRLTVAKLMSNLLS
12733
15
HPV
E1
278

5.6
9724
21
99
12


89.0065
RLTVAKLMSNLLSIP
12734
15
HPV
E1
280

4.3
4145
6.2
80
43


89,0046
TNCMLIQPPKLRSTA
12735
15
HPV
E1
282

17

1855
2930
3218


89,0100
RLTVSKLMSQLLNIP
12736
15
HPV
E1
283

10,480


3836



89.0047
CMLIQPPKLRSTAAA
12737
15
HPV
E1
284

286
5764
2378
6250



89.0066
AKLMSNLLSIPETCM
12738
15
HPV
E1
284

323
12,831
99
155
34


89.0101
VSKLMSQLLNIPETH
12739
15
HPV
E1
286


922
10,576
2393



89.0006
RETIEKLLSKLLCVS
12740
15
HPV
E1
287

199
12,973

359
6166


89.0067
SNLLSIPETCMVIEP
12741
15
HPV
E1
288

347

320
275
18


89.0124
QEQMLIQPPKIRSPA
12742
15
HPV
E1
289



991
18,467
8054


89.0007
EKLLSKLLCVSPMCM
12743
15
HPV
E1
291

331

1100
582
1172


89.0102
SQLLNIPETHMVIEP
12744
15
HPV
E1
291








89.0028
RLTVAKGLSTLLHVP
12745
15
HPV
E1
294

46
14,544
53
73
379


89.0084
ETCMLIEPPKLRSSV
12746
15
HPV
E1
295

35
359
2128
546
906


90.0083
ETCMVIEPPKLRSQT
12747
15
HPV
E1
295

26
275
1548
536
2280


89.0103
ETHMVIEPPKLRSAT
12748
15
HPV
E1
298

1253

778
898
3542


90.0034
PMCMMIEPPKLRSTA
12749
15
HPV
E1
302

37
182
366
4039
2110


89.0029
ETCMLIQPPKLRSSV
12750
15
HPV
E1
309

60

901
719
1562


89.0048
TPEWIERQTVLQHSF
12751
15
HPV
E1
316

643
34
451
1930



89.0049
PEWIERQTVLQHSFN
12752
15
HPV
E1
317

5243
210
18
139
440


89.0009
LYWYKTGISNISEVY
12753
15
HPV
E1
319

41

20
495
113


89.0069
TPEWIDRLTVLQHSF
12754
15
HPV
E1
329

14,615

286
2930
987


90.0035
ISEVYGDTPEWIQRQ
12755
15
HPV
E1
329


50


12,808


89.0070
PEWIDRLTVLQHSFN
12756
15
HPV
E1
330

2614
10,315
54
28
79


89.0050
DTTFDLSQMVQWAYD
12757
15
HPV
E1
332

722

157
2526



89.0104
TPEWIEQQTVLQHSF
12758
15
HPV
E1
332

949

111
577
2881


89.0105
PEWIEQQTVLQHSFD
12759
15
HPV
E1
333

2076

1817
3637
5594


89.0010
TPEWIQRQTVLQHSF
12760
15
HPV
E1
336

1293
706
80
4707
17


90.0052
ISEVMGDTPEWIQRL
12761
15
HPV
E1
336

2879
55

5445
4109


89.0011
PEWIQRQTVLQHSFN
12762
15
HPV
E1
337

2262
155
18
243
259


90.0152
QHSFNDDIFDLSEMI
12763
15
HPV
E1
340

42
534
37
282
384


89.0030
TPEWIQRLTIIQHGI
12764
15
HPV
E1
343

669

190
1926
204


89.0031
PEWIQRLTIIQHGID
12765
15
HPV
E1
344

879
4381
172
1942
131


90.0069
DNDVMDDSEIAYKYA
12766
15
HPV
E1
346


53
3682

10,080


89.0106
NSIFDFGEMVQWAYD
12767
15
HPV
E1
348

4846

5252
9704



89.0051
DSEIAYKYAQLADSD
12768
15
HPV
E1
352

314


6026
12,151


89.0130
DSQIAFQYAQLADVD
12769
15
HPV
E1
359



2996
4692
9989


90.0085
DNELTDDSDIAYYYA
12770
15
HPV
E1
359


98





90.0036
QWAYDNDIVDDSEIA
12771
15
HPV
E1
362


990
11,814

4257


90.0117
DHDITDDSDIAYKYA
12772
15
HPV
E1
362


100
510
3067
2211


89.0071
DSDIAYYYAQLADSN
12773
15
HPV
E1
365

198

1254

6029


89.0085
ESDMAFQYAQLADCN
12774
15
HPV
E1
365

11

233
4430
19,698


90.0037
DNDIVDDSEIAYKYA
12775
15
HPV
E1
366


28
4621




89.0072
IAYYYAQLADSNSNA
12776
15
HPV
E1
368

382

753
3442
4870


89.0108
DIAYKYAQLADVNSN
12777
15
HPV
E1
370

4725

88
3136
2196


89.0012
DSEIAYKYAQLADTN
12778
15
HPV
E1
372

734

1952
4475
10,972


90.0070
QAKIVKDCGTMCRHY
12779
15
HPV
E1
378


268

12,484



90.0055
ESDMAFEYALLADSN
12780
15
HPV
E1
379

57
591
24
501
1413


90.0139
QAKYVKDCGIMCRHY
12781
15
HPV
E1
385

276
326
47
304
190


90.0086
QAKIVKDCGIMCRHY
12782
15
HPV
E1
391


818
4471
1134



90.0103
QAKYLKDCAVMCRHY
12783
15
HPV
E1
391

234
81
2817
7809
14,353


90.0038
QAKIVKDCATMCRHY
12784
15
HPV
E1
398


44
3843
2380



89.0052
VKFLRYQQIEFVSFL
12785
15
HPV
E1
423

423

1284
930
2767


89.0053
VSFLSALKLFLKGVP
12786
15
HPV
E1
434

23
387
1572
207
1271


89.0013
GGDWKQIVMFLRYQG
12787
15
HPV
E1
436

2045
6322
793
677
1369


89.0054
LKLFLKGVPKKNCIL
12788
15
HPV
E1
440

200
9897
2911
423
5637


89.0014
VMFLRYQGVEFMSFL
12789
15
HPV
E1
443

605
18,750
927
1506
629


89.0132
FLSYFKLFLQGTPKH
12790
15
HPV
E1
443



1370
1642
7811


89.0133
YFKLFLQGTPKHNCL
12791
15
HPV
E1
446



109
6687
6122


89.0134
FKLFLQGTPKHNCLV
12792
15
HPV
E1
447

1370
1910
22
171
251


89.0055
KNCILIHGAPNTGKS
12793
15
HPV
E1
450

3357


2757
3853


89.0015
VEFMSFLTALKRFLQ
12794
15
HPV
E1
451

19
347
72
27
453


89.0073
FKKFLKGIPKKSCML
12795
15
HPV
E1
453

20

452
407
17,490


89.0086
LKEFLKGTPKKNCIL
12796
15
HPV
E1
453

175

1621
3514
14,903


89.0033
IEFITFLGALKSFLK
12797
15
HPV
E1
458

8.6
2298
74
196
1642


89.0016
LKRFLQGIPKKNCIL
12798
15
HPV
E1
460

69

944
855



89.0034
ITFLGALKSFLKGTP
12799
15
HPV
E1
461

18
3972
316
101
1649


89.0056
GKSYFGMSLISFLQG
12800
15
HPV
E1
462

170

1092
403
1227


89.0074
SCMLICGPANTGKSY
12801
15
HPV
E1
464

164

1233
607
5886


89.0087
NCILLYGPANTGKSY
12802
15
HPV
E1
464

110

280
2276
7343


89.0035
LKSFLKGTPKKNCLV
12803
15
HPV
E1
467

30

320
79
387


89.0017
NCILLYGAANTGKSL
12804
15
HPV
E1
471

81

552
2149
4060


89.0018
ILLYGAANTGKSLFG
12805
15
HPV
E1
473

230

150
3499



89.0075
GKSYFGMSLIQFLKG
12806
15
HPV
E1
475

14
8828
456
871
1307


89.0146
GKSYFGMSLIHFLKG
12807
15
HPV
E1
475



561
904
13,208


89.0135
LIKFFQGSVISFVNS
12808
15
HPV
E1
477








89.0136
IKFFQGSVISFVNSQ
12809
15
HPV
E1
478



9676




89.0019
GKSLFGMSLMKFLQG
12810
15
HPV
E1
482

17
2743
468
176
2182


89.0020
KSLFGMSLMKFLQGS
12811
15
HPV
E1
483

2320

573
224
1814


89.0088
FIHFLQGAIISFVNS
12812
15
HPV
E1
483

51
4391
2914




89.0076
IQFLKGCVISCVNSK
12813
15
HPV
E1
484

49
3690
1008
232
662


89.0089
IHFLQGAIISFVNSN
12814
15
HPV
E1
484

4.2

499
84
2607


89.0147
IHFLKGCIISYVNSK
12815
15
HPV
E1
484



3841
531



89.0036
FIHFIQGAVISFVNS
12816
15
HPV
E1
497

132

552
2474
1217


89.0037
IHFIQGAVISFVNST
12817
15
HPV
E1
498

31

5134

13,777


90.0087
KIGMIDDVTPISWTY
12818
15
HPV
E1
510

3220
70
20
3873



90.0105
KVAMLDDATHTCWTY
12819
15
HPV
E1
510

253
410
34
220
279


90.0040
KIGMLDDATVPCWNY
12820
15
HPV
E1
517

4432
160
490
3192



89.0090
CWTYFDNYMRNALDG
12821
15
HPV
E1
521

242

3589
2475
4879


89.0137
RNLVDGNPISLDRKH
12822
15
HPV
E1
524

11,190

1041
3996



90.0059
KVAMLDDATTTCWTY
12823
15
HPV
E1
524

864
551
1256
13,699
131


90.0041
CWNYIDDNLRNALDG
12824
15
HPV
E1
528


446
3083
4667



89.0057
LMQLKCPPLLITSNI
12825
15
HPV
E1
534

214

1645
890
1485


89.0138
LVQIKCPPLLITTNI
12826
15
HPV
E1
541




6752



89.0077
LVQLKCPPLLLTSNT
12827
15
HPV
E1
547

51

4027
1205
3501


89.0091
LLQLKCPPILLTSNI
12828
15
HPV
E1
547

37

1441
4853



89.0139
PPLLITTNINPMLDA
12829
15
HPV
E1
547

1221

623
1534
3390


89.0058
DDRWPYLHSRLVVFT
12830
15
HPV
E1
553

29


1734
17,711


89.0021
LVQLKCPPLLITSNI
12831
15
HPV
E1
554

72

4287
2860
7576


89.0038
LIQLKCPPILLTTNI
12832
15
HPV
E1
561

15

3802

3948


89.0113
DPRWPYLHSRLVVFH
12833
15
HPV
E1
569

116
2718
138
359
6104


89.0092
VTVFTFPHAFPFDKN
12834
15
HPV
E1
576

414

4228
3942
10,156


90.0106
PHAFPFDKNGNPVYE
12835
15
HPV
E1
582

517
930
125

7191


90.0144
RLNLDNDEDKENNGD
12836
15
HPV
E1
606

31
759
1775
344
1679


1601.21
LSQRLNVCQDKILEH
12837
15
HPV
E2
4


210

3201
4631


90.0160
RLNVCQDKILTHYEN
12838
15
HPV
E2
7

2.7
307
3.5
3121
6708


1601.01
YENDSTDLRDHIDYW
12839
15
HPV
E2
19


15,766





1601.29
LDHYENDSKDINSQI
12840
15
HPV
E2
22


1210





90.0021
HWKLIRMECAIMYTA
12841
15
HPV
E2
32

28
82
843
2138
84


90.0199
WKLIRMECALLYTAK
12842
15
HPV
E2
33

49
141
167
1925
1066


90.0230
WKAVRHENVLYYKAR
12843
15
HPV
E2
33

164
76
718
938
10,293


90.0245
WKLIRMECAIMYTAR
12844
15
HPV
E2
33

134
203
328
107
768


1601.44
KHIRLLECVLMYKARE
12845
16
HPV
E2
34

120
72
67
34
236


89.0179
LIRMECALLYTAKQM
12846
15
HPV
E2
35

998

4756
2754



90.0022
LIRMECAIMYTARQM
12847
15
HPV
E2
35

114
166
433
2256
815


90.0211
WQLIRLENAILFTAR
12848
15
HPV
E2
39

4.1
41
514
74
308


90.0002
LIRLENAILFTAREH
12849
15
HPV
E2
41

23

1224
1640
1411


90.0010
ITHIGHQVVPPMAVS
12850
15
HPV
E2
51

50

235
2971
17,096


89.0168
NHQVVPALSVSKAKA
12851
15
HPV
E2
55



959
12,698



90.0011
GHQVVPPMAVSKAKA
12852
15
HPV
E2
55

166

451
2462
3360


89.0169
HQVVPALSVSKAKAL
12853
15
HPV
E2
56

99

398
2593
15,473


90.0012
HQVVPPMAVSKAKAC
12854
15
HPV
E2
56

680

2338
12,731



90.0023
HQVVPSLVASKTKAF
12855
15
HPV
E2
56








89.0150
TLAVSKNKALQAIEL
12856
15
HPV
E2
61

12,500


520
1642


89.0170
ALSVSKAKALQAIEL
12857
15
HPV
E2
61

84

281
1256
8429


90.0013
PMAVSKAKACQAIEL
12858
15
HPV
E2
61

89

1155
1274



89.0159
AYNISKSKAHKAIEL
12859
15
HPV
E2
65

651






89.0151
NKALQAIELQLTLET
12860
15
HPV
E2
67

80

1371
3669
3964


89.0171
AKALQAIELQMMLET
12861
15
HPV
E2
67

16
1464
78
619
798


1601.30
PINISKSKAHKAIEL
12862
15
HPV
E2
67

122
1068
255
97
1912


89.0181
AFQVIELQMALETLS
12863
15
HPV
E2
69

3109
33
62
1144
252


90.0024
AFQVIELQMALETLN
12864
15
HPV
E2
69

29
1279
182
1684
2096


89.0182
FQVIELQMALETLSK
12865
15
HPV
E2
70

1008

224
1984
232


90.0014
CQAIELQLALEALNK
12866
15
HPV
E2
70

25
466
450
1622
1521


90.0018
CSAIEVQIALESLST
12867
15
HPV
E2
70

314

240

3321


90.0025
FQVIELQMALETLNA
12868
15
HPV
E2
70

20
743
75
1102
2487


89.0160
HKAIELQMALQGLAQ
12869
15
HPV
E2
74



350
2708



89.0183
ELQMALETLSKSQYS
12870
15
HPV
E2
74

80

434
1547
3286


90.0231
EVQIALESLSTTIYN
12871
15
HPV
E2
74

179
708
1278
3236
4267


90.0004
HKAIELQMALKGLAQ
12872
15
HPV
E2
76

2.1
32
6.7
732
3311


1601.22
QMMLETLNNTEYKNE
12873
15
HPV
E2
76


9638
3773
333
63


1601.03
LETIYNSQYSNEKWT
12874
15
HPV
E2
79

8607
14,325
99
2050
2999


90.0005
ELQMALKGLAQSKYN
12875
15
HPV
E2
80

81
435
2219
1317
5946


90.0232
TTIYNNEEWTLRDTC
12876
15
HPV
E2
84

10,608
282





90.0179
QSRYKTEDWTLQDTC
12877
15
HPV
E2
88

115
335
71
154
1586


1601.23
PTGCLKKHGYTVEVQ
12878
15
HPV
E2
106

17,932

19,760
7350



90.0026
QKCFKKKGITVTVQY
12879
15
HPV
E2
107

463

996
1327
2911


90.0167
TVEVQFDGDICNTMH
12880
15
HPV
E2
116

2299
149
818
4161



1601.04
DICNTMHYTNWTHIY
12881
15
HPV
E2
124

8963
14,814
883
7225
2816


1601.09
GNKDNCMTYVAWDSV
12882
15
HPV
E2
127

2232
8832
2265
7100
186


90.0202
GEIYIIEEDTCTMVT
12883
15
HPV
E2
135

1596
55
148
6173
8109


90.0214
MNYVVWDSIYYITET
12884
15
HPV
E2
135

2605
151
1187
152
452


90.0250
SEIYIIEETTCTLVA
12885
15
HPV
E2
135

174
133
166
1093
8080


90.0203
EIYIIEEDTCTMVTG
12886
15
HPV
E2
136

1361
273
258
9565
3087


90.0251
EIYIIEETTCTLVAG
12887
15
HPV
E2
136

174
176
213
12,579



1601.10
VAWDSVYYMTDAGTW
12888
15
HPV
E2
136

7860
664
1655
385
7429


90.0204
IYIIEEDTCTMVTGK
12889
15
HPV
E2
137

2230
142
151
4763
18,689


90.0182
SVYYMTDAGTWDKTA
12890
15
HPV
E2
140

9.3
328
169
276
4065


90.0252
CTLVAGEVDYVGLYY
12891
15
HPV
E2
145


238
776
731
9015


90.0171
GLYYVHEGIRTYFVQ
12892
15
HPV
E2
156

26
689
668
793
4657


90.0226
GLYYWCDGEKIYFVK
12893
15
HPV
E2
156

698
432
1473
3360
4057


1601.05
VHEGIRTYFVQFKDD
12894
15
HPV
E2
160

9277
9335
12,106
2312
4232


90.0216
GVYYIKDGDTTYYVQ
12895
15
HPV
E2
163

1553
176
2484
2528
7094


90.0205
YFKYFKEDAAKYSKT
12896
15
HPV
E2
167

169
483
70
2279



90.0253
YFKYFKEDAKKYSKT
12897
15
HPV
E2
167

4013
108
3615
4405



90.0206
FKYFKEDAAKYSKTQ
12898
15
HPV
E2
168

63
451
19
2955
6856


1601.11
EKYGNTGTWEVHFGN
12899
15
HPV
E2
181

505

1672

14,696


90.0237
IWEVHMENESIYCPD
12900
15
HPV
E2
183

1776
588
3378
2791



89.0184
EVHVGGQVIVCPTSI
12901
15
HPV
E2
185





557


90.0015
EVHVGGQVIVCPASV
12902
15
HPV
E2
185

4094

2103
2443
6779


90.0238
EVHMENESIYCPDSV
12903
15
HPV
E2
185

634
410
5247
11,990



89.0173
GQVIVFPESVFSSDE
12904
15
HPV
E2
190

5813.

845
3871



89.0185
GQVIVCPTSISSNQI
12905
15
HPV
E2
190

196

91
855
7587


90.0016
GQVIVCPASVSSNEV
12906
15
HPV
E2
190

24
7737
64

325


90.0027
SRVIVCPTSIPSDQI
12907
15
HPV
E2
190



1910
572
6144


90.0195
ESVFSSDEISFAGIV
12908
15
HPV
E2
197

2379
862
33
2887
8580


1601.06
SNEVSSPEIIRQHLA
12909
15
HPV
E2
202


4788

1651



1601.45
SDEISFAGIVTKLPT
12910
15
HPV
E2
202

513
1658
8786
651
2350


89.0174
EISFAGIVTKLPTAN
12911
15
HPV
E2
204

18,743

1191
4156



89.0175
FAGIVTKLPTANNTT
12912
15
HPV
E2
207

132

153
645
5871


1601.13
SDDTVSATQLVKQLQ
12913
15
HPV
E2
208

7238
10,474
9547
6337
16,299


1601.31
STSDDTVSATQIVRQ
12914
15
HPV
E2
208

18,143
3744
558
2336



89.0162
DDTVSATQLVKQLQH
12915
15
HPV
E2
209

111
241
100
132
674


89.0155
RQHLANHPAATHTKA
12916
15
HPV
E2
212




2675



89.0163
TVSVGTAKTYGQTSA
12917
15
HPV
E2
231



1812
944
2330


90.0208
TKLFCADPALDNRTA
12918
15
HPV
E2
241


51
2477
3860
4511


89.0186
DPALDNRTARTATNC
12919
15
HPV
E2
247

5552

1057
11,737



1601.07
PCHTTKLLHRDSVDS
12920
15
HPV
E2
250


7256





89.0156
RDSVDSAPILTAFNS
12921
15
HPV
E2
259

7452

20
1556



1601.34
GRVNTHVHNPLLCSS
12922
15
HPV
E2
262

873
9950

1679
15,388


89.0165
NPLLGAATPTGNNKR
12923
15
HPV
E2
264

655

1242
1756
8250


1601.24
DSVDSVNCGVISAAA
12924
15
HPV
E2
265

916

1283
113
13,605


1601.16
KRRKLCSGNTTPIIH
12925
15
HPV
E2
277

522
5944
311
556
10,777


1601.08
NCNSNTTPIVHLKGD
12926
15
HPV
E2
280

11,539

3106
960



1601.35
NKRRKVCSGNTTPII
12927
15
HPV
E2
280



4945
2938



90.0255
IVHLKGDPNSLKCLR
12928
15
HPV
E2
281

229
42
83
1334



1601.43
RKVCSGNTTPIIHLK
12929
15
HPV
E2
283

1314

292
488
9213


1601.17
TTPIIHKLGDRNSLK
12930
15
HPV
E2
286

85
501
392
280
19,007


1601.37
NTTPIIHLKGDKNSL
12931
15
HPV
E2
289

860
7476
11,906
2745



90.0228
IIHLKGDPNSLKCLR
12932
15
HPV
E2
290

136
11
121
1060
12,360


1601.25
TTPIIHLKGDANILK
12933
15
HPV
E2
292

168
74
8823
627
19,514


90.0218
IIHLKGDKNSLKCLR
12934
15
HPV
E2
293

851
42
347
373
12,714


90.0197
IIHLKGDANILKCLR
12935
15
HPV
E2
295

69
26
64
468
6500


1601.26
LKGDANILKCLRYRL
12936
15
HPV
E2
298

17,206
52
5592
2136
3143


89.0157
HCTLYTAVSSTWHWT
12937
15
HPV
E2
308

2892

18,959




90.0019
RYRFQKYKTLFVDVT
12938
15
HPV
E2
308

74
5633
623
315
192


90.0241
YKTLFVDVTSTYHWT
12939
15
HPV
E2
314

4031
56
75
615
549


90.0210
TVTFVTEQQQQMFLG
12940
15
HPV
E2
322

1950
41
381
639
11,578


1601.38
STWHWTGCNKNTGIL
12941
15
HPV
E2
322





16,674


1601.18
AGNEKTGILTVTYHS
12942
15
HPV
E2
325



3991
736
6750


89.0187
QQQMFLGTVKIPPTV
12943
15
HPV
E2
330

743

70
620
6333


89.0188
QMFLGTVKIPPTVQI
12944
15
HPV
E2
332

292
160
132
65
616


90.0028
LNTVKIPPTVQISTG
12945
15
HPV
E2
340

8736


2873



1601.19
EKQRTKFLNTVAIPD
12946
15
HPV
E2
340

61
11,763
4500
458
552


1601.27
TYISTSQRDDFLNTV
12947
15
HPV
E2
343


152
16,304
17,242
5199


1601.20
FLNTVAIPDSVQILV
12948
15
HPV
E2
346

718
68
209
555
616


1601.39
RNTFLDVVTIPNSVQ
12949
15
HPV
E2
346

555
6865
58
13
326


89.0158
LSQVKIPKTITVSTG
12950
15
HPV
E2
347

4498

373
2512



1601.40
FLDVVTIPNSVQISV
12951
15
HPV
E2
349

551
8360
17
3.8
1778


90.0017
LKTVKIPNTVQVIQG
12952
15
HPV
E2
350

8175



19,154


90.0020
LSHVKIPVVYRLVWD
12953
15
HPV
E2
352

79
4758
3951
703
525


1601.28
DFLNTVKIPNTVSVS
12954
15
HPV
E2
352

777

500
102
11,843


1601.41
VVTIPNSVQISVGYM
12955
15
HPV
E2
352

1535

835
18
3463


89.0178
LNTVKIPNTVSVSTG
12956
15
HPV
E2
354

51
65
824
263
3017


1601.42
TIPNSVQISVGYMTI
12957
15
HPV
E2
354

52
483
515
18
196


85.0001
ECVYCKQQLLRREVY
12958
15
HPV
E6
36

986



5901


85.0024
SEVYDFAFADLTVVY
12959
15
HPV
E6
40

105
2996
260
872
102


85.0138
YDFVFADLRIVYRDG
12960
15
HPV
E6
43

1160
13
1914
1306
627


85.0054
DFVFADLRIVYRDGN
12961
15
HPV
E6
44

6699

867
2879
337


85.0041
RIVYRDNNPYGVCIM
12962
15
HPV
E6
51

524
325
20
173
2975


85.0002
CIVYRDGNPYAVCDK
12963
15
HPV
E6
58

8096

147
434
6666


85.0022
CDLLIRCITCQRPLC
12964
15
HPV
E6
97

12,111

19,710
15,699
423


85.0031
NEILIRCIICQRPLC
12965
15
HPV
E6
97

7945

11,739
9234
7422


85.0032
IRCIICQRPLCPQEK
12966
15
HPV
E6
101

12,912

5960
9238
3572


85.0013
IRCLRCQKPLNPAEK
12967
15
HPV
E6
103

7211

6334
3386
1455


1543.22
QERPRKLPQLCTELQ
12968
15
HPV
E6




5122
468



1543.23
RGRWTGRCMSCCRSS
12969
15
HPV
E6




3813
2151
6167


1543.24
LCTELQTTIHDIILE
12970
15
HPV
E6


2714
80
3662
3186
5266


1543.25
RREVYDFAFRDLCIV
12971
15
HPV
E6



11,042
4028
6287
2669


1543.26
RHLDKKQRFHNIRGR
12972
15
HPV
E6


556
5207
6196
5627
1552


1543.27
QRFHNIRGRWTGRCM
12973
15
HPV
E6


36

2897
4110
4469


1543.28
HNIRGRWTGRCMSCC
12974
15
HPV
E6


2449
3524
4631
3662
973


1543.29
WTGRCMSCCRSSRTR
12975
15
HPV
E6


1889

238
402
4346


1543.30
RCMSCCRSSRTRRET
12976
15
HPV
E6


5871
2591
536
540
216


1543.31
MSCCRSSRTRRETQL
12977
15
HPV
E6



6171
1563
634
659


1543.32
TNTGLYNLLIRCLRC
12978
15
HPV
E6


367
9439
1485
62
406


1543.34
TELNTSLQDIEITCV
12979
15
HPV
E6





4141



1543.35
EVFEFAFKDLFVVYR
12980
15
HPV
E6


2865
73
347
553
1320


1543.37
TGRCIACWRRPRTET
12981
15
HPV
E6


3167
1033
758
1146
733


1543.39
CQALETTIHNIELQC
12982
15
HPV
E6


9729
16,517
400
515
3797


1543.40
FHSIAGQYRGQCNTC
12983
15
HPV
E6


107

8.6
3305
358


1543.41
QYRGQCNTCCDQARQ
12984
15
HPV
E6


9853

285

16,060


1543.42
TRPRTLHELCEVLEE
12985
15
HPV
E6


17,998

13,091
2992
674


1543.46
GCWRQTSREPRESTV
12986
15
HPV
E6


2635
902
1843

2304


1543.48
SEVYDFVFADLRIVY
12987
15
HPV
E6


412
5.7
620
519
2924


1543.54
RVCLLFYSKVRKYRY
12988
15
HPV
E6


1938
71
299
320
233


1543.55
HGWTGSCLGCWRQTS
12989
15
HPV
E6




204
7933
3477


1543.56
CLGCWRQTSREPRES
12990
15
HPV
E6


5941
3030
3347




1543.57
IMCLRFLSKISEYRH
12991
15
HPV
E6


95
220
78
122
841


1543.58
YRHYQYSLYGKTLEE
12992
15
HPV
E6


11

4.1
5271
25


1543.59
KERHVNANKRFHNIM
12993
15
HPV
E6


413
1353
55
3568
26


1543.60
RFHNIMGRWTGRCSE
12994
15
HPV
E6


5.6
5477
332
1204
1836


85.0092
DLRVVQQLLMGALTV
12995
15
HPV
E7
82

8.4

325
36
84


85.0101
QLLMGTCTIVCPSCA
12996
15
HPV
E7
82

6589

3040
800
3181


1543.03
EPDRAHYNIVTFCCK
12997
15
HPV
E7




8001
6777
14,641


1543.04
LDLQPETTDLYCYEQ
12998
15
HPV
E7



590
1904




1543.05
GVNHQHLPARRAEPQ
12999
15
HPV
E7


276






1543.07
SADDLRAFQQLFLNT
13000
15
HPV
E7


295
10,431
1607
2097
411


1543.10
DYVLDLQPEATDLHC
13001
15
HPV
E7


5046
10,978
35
246
678


1543.11
QSTQVDIRILQELLM
13002
15
HPV
E7


544
2711
4559
107
3986


1543.12
EYVLDLYPEPTDLYC
13003
15
HPV
E7


9080
760
403
1294
5876


1543.13
LYCYEQLSDSSDEDE
13004
15
HPV
E7


5686

1117
1474
89


1543.14
YYIVTCCHTCNTTVR
13005
15
HPV
E7


1694
116
1434
187
168


1543.15
LCVNSTASDLRTIQQ
13006
15
HPV
E7


1584
6232
63
7.7
490


1543.16
LLMGTVNIVCPTCAQ
13007
15
HPV
E7


1275

1166
147
6360


1543.17
LMGTVNIVCPTCAQQ
13008
15
HPV
E7


797

368
100
13,699


1543.18
DGVSHAQLPARRAEP
13009
15
HPV
E7


1270
2476

12,217



1543.19
FLSTLSFVCPWCATN
13010
15
HPV
E7


876

411
692
2797


1543.20
EIVLHLEPQNELDPV
13011
15
HPV
E7


967
354
12,052
947
273


1543.21
EDLRTLQQLFLSTLS
13012
15
HPV
E7


20
6771
34
42
582


1543.43
PDGQAEQATSNYYIV
13013
15
HPV
E7




2129

5124


1543.44
TYCHSCDSTLRLCIH
13014
15
HPV
E7


3717
1830
645
358
4617


1543.45
CIHSTATDLRTLQQM
13015
15
HPV
E7


448
213
14
5.7
370


1543.51
EYILDLHPEPTDLFC
13016
15
HPV
E7


189
615
186
428
1139


1543.52
TCGTTVRLCINSTTT
13017
15
HPV
E7


16,870

711
100
1938


1543.53
LMGTCTIVCPSCAQQ
13018
15
HPV
E7


1245

154
132
1927


9014.0015
NASLLIQNSIQNDTG
13019
15
Human
CEA
104
A
100






9014.0071
QNFIQNDTGFYTLHV
13020
15
Human
CEA
110
A
677






9014.0076
QNWIQNDTGFYILHV
13021
15
Human
CEA
110
A
894






9014.0077
QNYIQNDTGFYTLHV
13022
15
Human
CEA
110
A
454






9014.0085
QNIIQNDVGFYTLIHV
13023
15
Human
CEA
110
A
973






9014.0037
KPSFSSNNSKPVEDK
13024
15
Human
CEA
146
A
22






9014.0040
KPSLSSNNSKPVEDK
13025
15
Human
CEA
146
A
364






9014.0041
KPSVSSNNSKPVEDK
13026
15
Human
CEA
146
A
946






9014.0042
KPSWSSNNSKPVEDK
13027
15
Human
CEA
146
A
29






9014.0043
KPSYSSNNSKPVEDK
13028
15
Human
CEA
146
A
39






9014.0044
KPSISSNNAKPVEDK
13029
15
Human
CEA
146
A
101






58.0015
LWWVNNESLPVSPRL
13030
15
Human
CEA
177
A

315





9014.0054
RTTFKTITVSAELPK
13031
15
Human
CEA
488
A
55






9014.0058
RTTLKTITVSAELPK
13032
15
Human
CEA
488
A
308






9014.0059
RTTWKTITVSAELPK
13033
15
Human
CEA
488
A
733






9014.0060
RTTYKTITVSAELPK
13034
15
Human
CEA
488
A
306






9014.0065
RTTVKTITLSAELPK
13035
15
Human
CEA
488
A
721






9014.0088
GTDFKLRLPASPETH
13036
15
Human
Her2/neu
28
A
533






9014.0090
GTDIKLRLPASPETH
13037
15
Human
Her2/neu
28
A
979






9014.0094
GTDWKLRLPASPETH
13038
15
Human
Her2/neu
28
A
799






9014.0095
GTDYKLRLPASPETH
13039
15
Human
Her2/neu
28
A
594






9014.0096
GTDMKLRLAASPETH
13040
15
Human
Her2/neu
28
A
22






9014.0097
GTDMKLRLFASPETH
13041
15
Human
Her2/neu
28
A
170






9014.0098
GTDMKLRLHASPETH
13042
15
Human
Her2/neu
28
A
823






9014.0099
GTDMKLRLIASPETH
13043
15
Human
Her2/neu
28
A
18






9014.0100
GTDMKLRLLASPETH
13044
15
Human
Her2/neu
28
A
13






9014.0101
GTDMKLRLNASPETH
13045
15
Human
Her2/neu
28
A
225






9014.0102
GTDMKLRLSASPETH
13046
15
Human
Her2/neu
28
A
65






9014.0103
GTDMKLRLTASPETH
13047
15
Human
Her2/neu
28
A
45






9014.0104
GTDMKLRLVASPETH
13048
15
Human
Her2/neu
28
A
17






9014.0115
DMKLRLAASPETHLD
13049
15
Human
Her2/neu
30
A
47






9014.0116
DMKLRLFASPETHLD
13050
15
Human
Her2/neu
30
A
292






9014.0118
DMKLRLIASPETHLD
13051
15
Human
Her2/neu
30
A
12






9014.0119
DMKLRLLASPETHLD
13052
15
Human
Her2/neu
30
A
12






9014.0120
DMKLRLNASPETHLD
13053
15
Human
Her2/neu
30
A
902






9014.0121
DMKLRLSASPETHLD
13054
15
Human
Her2/neu
30
A
823






9014.0123
DMKLRLVASPETHLD
13055
15
Human
Her2/neu
30
A
28






9014.0131
DMKYRLPASPETHLD
13056
15
Human
Her2/neu
30
A
776






9014.0135
DMKLRLPAIPETHLD
13057
15
Human
Her2/neu
30
A
764






1533.07
KIFGSLAFLPESFDGDPA
13058
18
Human
Her2/neu
369

597

1195
759
37


9014.0230
KAFGSLAFLPESFDGDPA
13059
18
Human
Her2/neu
369
A
365






9014.0231
KFFGSLAFLPESFDGDPA
13060
18
Human
Her2/neu
369
A
225






9014.0232
KHFGSLAFLPESFDGDPA
13061
18
Human
Her2/neu
369
A
631






9014.0233
KKFGSLAFLPESFDGDPA
13062
18
Human
Her2/neu
369
A
288






9014.0234
KLFGSLAFLPESFDGDPA
13063
18
Human
Her2/neu
369
A
795






9014.0235
KVFGSLAFLPESFDGDPA
13064
18
Human
Her2/neu
369
A
672






9014.0236
KWFGSLAFLPESFDGDPA
13065
18
Human
Her2/neu
369
A
447






9014.0237
KYFGSLAFLPESFDGDPA
13066
18
Human
Her2/neu
369
A
949






9014.0240
KIFGSLIFLPESFDGDPA
13067
18
Human
Her2/neu
369
A
731






9014.0241
KIFGSLLFLPESFDGDPA
13068
18
Human
Her2/neu
369
A
433






9014.0242
KIFGSLNFLPESFDGDPA
13069
18
Human
Her2/neu
369
A
225






9014.0243
KIFGSLSFLPESFDGDPA
13070
18
Human
Her2/neu
369
A
244






9014.0244
KIFGSLTFLPESFDGDPA
13071
18
Human
Her2/neu
369
A
233






9014.0245
KIFGSLVFLPESFDGDPA
13072
18
Human
Her2/neu
369
A
298






9014.0246
KIFGSLAALPESFDGDPA
13073
18
Human
Her2/neu
369
A
27






9014.0247
KIFGSLAHLPESFDGDPA
13074
18
Human
Her2/neu
369
A
950






9014.0248
KIFGSLAILPESFDGDPA
13075
18
Human
Her2/neu
369
A
382






9014.0250
KIFGSLALLPESFDGDPA
13076
18
Human
Her2/neu
369
A
202






9014.0251
KIFGSLAVLPESFDGDPA
13077
18
Human
Her2/neu
369
A
229






9014.0252
KIFGSLAWLPESFDGDPA
13078
18
Human
Her2/neu
369
A
120






9014.0253
KIFGSLAYLPESFDGDPA
13079
18
Human
Her2/neu
369
A
636






9014,0255
KIFGSLAFLPESHDGDPA
13080
18
Human
Her2/neu
369
A
813






9014.0257
KIFGSLAFLPESLDGDPA
13081
18
Human
Her2/neu
369
A
891






1385.01
QIQVFETLEET
13082
11
Human
Her2/neu
396




663



9014.0141
ETEAVEPLTPSGAMP
13083
15
Human
Her2/neu
693
A
51






9014.0142
ETEFVEPLTPSGAMP
13084
15
Human
Her2/neu
693
A
25






9014.0143
ETEHVEPLTPSGAMP
13085
15
Human
Her2/neu
693
A
62






9014.0144
ETEIVEPLTPSGAMP
13086
15
Human
Her2/neu
693
A
481






9014.0145
ETEKVEPLTPSGAMP
13087
15
Human
Her2/neu
693
A
21






9014.0146
ETEVVEPLTPSGAMP
13088
15
Human
Her2/neu
693
A
40






9014.0147
ETEWVEPLTPSGAMP
13089
15
Human
Her2/neu
693
A
24






9014.0148
ETEYVEPLTPSGAMP
13090
15
Human
Her2/neu
693
A
23






9014.0149
ETELVEPLAPSGAMP
13091
15
Human
Her2/neu
693
A
45






9014.0150
ETELVEPLFPSGAMP
13092
15
Human
Her2/neu
693
A
304






9014.0151
ETELVEPLHPSGAMP
13093
15
Human
Her2/neu
693
A
31






9014.0152
ETELVEPLIPSGAMP
13094
15
Human
Her2/neu
693
A
55






9014.0153
ETELVEPLLPSGAMP
13095
15
Human
Her2/neu
693
A
335






9014.0154
ETELVEPLNPSGAMP
13096
15
Human
Her2/neu
693
A
200






9014.0155
ETELVEPLSPSGAMP
13097
15
Human
Her2/neu
693
A
117






9014.0156
ETELVEPLVPSGAMP
13098
15
Human
Her2/neu
693
A
85






9014.0169
KEILDEAYIMAGVGS
13099
15
Human
Her2/neu
765
A
621






9014.0170
KEILDEAYLMAGVGS
13100
15
Human
Her2/neu
765
A
969






9014.0177
ITDIGLARLLDIDET
13101
15
Human
Her2/neu
861
A
907






9014.0183
ITDFGLARALDIDET
13102
15
Human
Her2/neu
861
A
25






9014.0187
ITDFGLARNLDIDET
13103
15
Human
Her2/neu
861
A
442






9014.0188
ITDFGLARSLDIDET
13104
15
Human
Her2/neu
861
A
69






9014.0210
CWAIDSECRPRFREL
13105
15
Human
Her2/neu
958
A
839






9014.0211
CWFIDSECRPRFREL
13106
15
Human
Her2/neu
958
A
681






9014.0212
CWHIDSECRPRFREL
13107
15
Human
Her2/neu
958
A
438






9014.0213
CWIIDSECRPRFREL
13108
15
Human
Her2/neu
958
A
365






9014.0214
CWKIDSECRPRFREL
13109
15
Human
Her2/neu
958
A
257






9014.0215
CWLIDSECRPRFREL
13110
15
Human
Her2/neu
958
A
789






9014.0218
CWYIDSECRPRFREL
13111
15
Human
Her2/neu
958
A
871






9014.0219
CWMIDSEARPRFREL
13112
15
Human
Her2/neu
958
A
55






9014.0220
CWMIDSEFRPRFREL
13113
15
Human
Her2/neu
958
A
463






9014.0221
CWMIDSEHRPRFREL
13114
15
Human
Her2/neu
958
A
868






9014.0222
CWMIDSEIRPRFREL
13115
15
Human
Her2/neu
958
A
630






9014.0223
CWMIDSELRPRFREL
13116
15
Human
Her2/neu
958
A
433






9014.0224
CWMIDSENRPRFREL
13117
15
Human
Her2/neu
958
A
391






9014.0225
CWMIDSESRPRFREL
13118
15
Human
Her2/neu
958
A
459






9014.0226
CWMIDSETRPRFREL
13119
15
Human
Her2/neu
958
A
371






9014.0227
CWMIDSEVRPRFREL
13120
15
Human
Her2/neu
958
A
753






68.0001
MWDLVLSIALSVGCT
13121
15
Human
Kallikrein
1

205

1846




68.0002
DLVLSIALSVGCTGA
13122
15
Human
Kallikrein2
3

1197

13,038




68.0003
HPQWVLTAAHCLKKN
13123
15
Human
Kallikrein2
56

22
1103
875




68.0004
QWVLTAAHCLKKNSQ
13124
15
Human
Kallikrein2
58

895






68.0005
GQRVPVSHSFPHPLY
13125
15
Human
Kallikrein2
87

1563






68.0006
RVPVSHSFPHPLYNM
13126
15
Human
Kallikrein2
89

67






68.0007
PHPLYNMSLLKHQSL
13127
15
Human
Kallikrein2
97

19,079

819




68.0008
HPLYNMSLLKHQSLR
13128
15
Human
Kallikrein2
98

232
13,007
499




68.0009
NMSLLKHQSLRPDED
13129
15
Human
Kallikrein2
102

3131






68.0010
SHDLMLLRLSEPAKI
13130
15
Human
Kallikrein2
118

56
2396
2244




68.0011
HDLMLLRLSEPAKIT
13131
15
Human
Kallikrein2
119

16
1406
3063




68.0015
PEEFLRPRSLQCVSL
13132
15
Human
Kallikrein2
162

2001






68.0016
PRSLQCVSLHLLSND
13133
15
Human
Kallikrein2
168

1111

16,000




68.0140
LHLLSNDMCARAYSE
13134
15
Human
Kallikrein2
176

2104
938
4277




68.0017
NGVLQGITSWGPEPC
13135
15
Human
Kallikrein2
220

1093
8433





68.0018
KPAVYTKVVHYRKWI
13136
15
Human
Kallikrein2
239

5000
1433





58.0114
VGNWQYFFPVIFSKA
13137
15
Human
MAGE3
140

37
4.1





F160.17
LVEVTLGEVPAAESPD
13138
16
Human
MAGE3/6
45


4020
976




68.0019
AAPLLLARAASLSLG
13139
15
Human
PAP
3

6.8

139




68.0020
APLLLARAASLSLGF
13140
15
Human
PAP
4

8.4

202




68.0021
PLLLARAASLSLGFL
13141
15
Human
PAP
5

10

521




68.0022
SLSLGFLFLLFFWLD
13142
15
Human
PAP
13

11,417

4711




68.0023
LLFFWLDRSVLAKEL
13143
15
Human
PAP
21

2.9
6.3
2.6




68.0024
DRSVLAKELKFVTLV
13144
15
Human
PAP
27

705

569




68.0025
AKELKFVTLVFRHGD
13145
15
Human
PAP
32

787

783




68.0026
RSPIDTFPTDPIKES
13146
15
Human
PAP
47



13,095




68.0028
FGQLTQLGMEQHYEL
13147
15
Human
PAP
67

2259

3210




68.0030
DRTLMSAMTNLAALF
13148
15
Human
PAP
110

97

13




68.0031
MSAMTNLAALFPPEG
13149
15
Human
PAP
114

1757

700




68.0032
MTNLAALFPPEGVSI
13150
15
Human
PAP
117

24






68.0033
PEGVSIWNPILLWQP
13151
15
Human
PAP
126

111

1778




68.0034
GVSIWNPILLWQPIP
13152
15
Human
PAP
128

44

10,328




68.0035
WNPILLWQPIPVHTV
13153
15
Human
PAP
132

208

695




68.0036
NPILLWQPIPVHTVP
13154
15
Human
PAP
133

31

206




68.0037
PILLWQPIPVHTVPL
13155
15
Human
PAP
134

44

258




68.0038
ILLWQPIPVHTVPLS
13156
15
Human
PAP
135

45

170




68.0039
WQPIPVHTVPLSEDQ
13157
15
Human
PAP
138

6386






68.0147
TVPLSEDQLLYLPFR
13158
15
Human
PAP
145

4012
332
10,755




68.0040
LSGLHGQDLFGIWSK
13159
15
Human
PAP
194

148






68.0041
YDPLYCESVHNFTLP
13160
15
Human
PAP
210

1597
16,625
8889




68.0042
LPSWATEDTMTKLRE
13161
15
Human
PAP
223



973




68.0043
LRELSELSLLSLYGI
13162
15
Human
PAP
235

655

371




68.0044
LSELSLLSLYGIHKQ
13163
15
Human
PAP
238

482

1549




68.0045
LSLLSLYGIHKQKEK
13164
15
Human
PAP
241

656

4444




68.0046
KSRLQGGVLVNEILN
13165
15
Human
PAP
255

362






68.0047
GGVLVNEILNHMKRA
13166
15
Human
PAP
260

2165
700
359




68.0048
IPSYKKLIMYSAHDT
13167
15
Human
PAP
277

9.9
9728
510




68.0049
YKKLIMYSAHDTTVS
13168
15
Human
PAP
280

17

207




68.0050
LIMYSAHDTTVSGLQ
13169
15
Human
PAP
283

4496

24




68.0051
DTTVSGLQMALDVYN
13170
15
Human
PAP
290

171

4424




68.0052
ALDVYNGLLPPYASC
13171
15
Human
PAP
299

18

485




68.0053
LDVYNGLLPPYASCH
13172
15
Human
PAP
300

15

348




68.0054
YNGLLPPYASCHLTE
13173
15
Human
PAP
303

42

6189




68.0153
LTELYFEKGEYFVEM
13174
15
Human
PAP
315

2249
592
8051




68.0056
FAELVGPVIPQDWST
13175
15
Human
PAP
356

12

4690




68.0156
GPVIPQDWSTECMTT
13176
15
Human
PAP
361








K-09
FLYGALLLAEGFYTTGAVRQ
13177
20
Human
PLP
81








F025.05
QKGRGYRGQHQAHSLERVCH
13178
20
Human
PLP
121



88




K-18
SAVPVYIYFNTWTTCQSIAF
13179
20
Human
PLP
171








F025.03
WTTCQSIAFPSKTSASIGSL
13180
20
Human
PLP
181


17,308
22

2549


F025.08
AATYNFAVLKLMGRGTKF
13181
18
Human
PLP
260



533




68.0058
TLSVTWIGAAPLILS
13182
15
Human
PSA
5

3.1

7273




68.0059
SVTWIGAAPLILSRI
13183
15
Human
PSA
7

4.1

3152




68.0060
VTWIGAAPLILSRIV
13184
15
Human
PSA
8

8.1

8000




68.0061
SQPWQVLVASRGRAV
13185
15
Human
PSA
31

66

7628




68.0062
GRAVCGGVLVHPQWV
13186
15
Human
PSA
42

386






68.0063
GVLVHPQWVLTAAHC
13187
15
Human
PSA
48

87

67




68.0064
HPQWVLTAAHCIRNK
13188
15
Human
PSA
52

13
3632
1621




68.0065
QWVLTAAHCIRNKSV
13189
15
Human
PSA
54

50

19,403




68.0066
AHCIRNKSVILLGRH
13190
15
Human
PSA
60

578

69




68.0067
SVILLGRHSLFHPED
13191
15
Human
PSA
67

717
1400
12,649




68.0068
VILLGRHSLFHPEDT
13192
15
Human
PSA
68

273
8744
8208




68.0158
HSLFHPEDTGQVFQV
13193
15
Human
PSA
74








68.0069
GQVFQVSHSFPHPLY
13194
15
Human
PSA
83

288

8.2




68.0070
VFQVSHSFPHPLYDM
13195
15
Human
PSA
85

16

25




68.0071
PHPLYDMSLLKNRFL
13196
15
Human
PSA
93

1315






68.0072
SHDLMLLRLSEPAEL
13197
15
Human
PSA
114

532
6215
4051




68.0073
HDLMLLRLSEPAELT
13198
15
Human
PSA
115

62
2867
6193




68.0074
TDAVKVMDLPTQEPA
13199
15
Human
PSA
129








68.0077
LHVISNDVCAQVHPQ
13200
15
Human
PSA
172

789
8318
790




68.0078
CAQVHPQKVTKFMLC
13201
15
Human
PSA
180

10,206

2566




68.0079
GGPLVCNGVLQGITS
13202
15
Human
PSA
210

3353

68




68.0080
GPLVCNGVLQGITSW
13203
15
Human
PSA
211

1724

30




68.0081
NGVLQGITSWGSEPC
13204
15
Human
PSA
216

945

560




68.0082
RPSLYTKVVHYRKWI
13205
15
Human
PSA
235

6041

339




68.0083
PRWLCAGALVLAGGF
13206
15
Human
PSM
18

46






68.0084
LGFLFGWFIKSSNEA
13207
15
Human
PSM
35

10

1338




68.0085
LDELKAENIKKFLYN
13208
15
Human
PSM
62

1136
1370
4842




68.0086
IKKFLYNFTQIPHLA
13209
15
Human
PSM
70

449
8080
43




68.0087
KFLYNFTQIPHLAGT
13210
15
Human
PSM
72

340
13,805
217




68.0088
WKEFGLDSVELAHYD
13211
15
Human
PSM
100

1139
85
96




68.0089
LAHYDVLLSYPNKTH
13212
15
Human
PSM
110

79

1117




68.0165
YISIINEDGNEIFNT
13213
15
Human
PSM
127

498
397
624




68.0166
ISIINEDGNEIFNTS
13214
15
Human
PSM
128

507
559





68.0090
GNEIFNTSLFEPPPP
13215
15
Human
PSM
135








68.0167
EDFFKLERDMKINCS
13216
15
Human
PSM
183

2710
468
226




68.0168
FFKLERDMKINCSGK
13217
15
Human
PSM
185

4419
121
483




68.0096
GKVFRGNKVKNAQLA
13218
15
Human
PSM
206

612

1087




68.0097
GNKVKNAQLAGAKGV
13219
15
Human
PSM
211

677

13,333




68.0170
GVILYSDPADYFAPG
13220
15
Human
PSM
224

1566
17
7508




68.0100
EYAYRRGIAEAVGLP
13221
15
Human
PSM
276

5.1

213




68.0101
AEAVGLPSIPVHPIG
13222
15
Human
PSM
284

5.4

9923




68.0102
AVGLPSIPVHPIGYY
13223
15
Human
PSM
286

3.6

4193




68.0103
IGYYDAQKLLEKMGG
13224
15
Human
PSM
297

1923

12,649




68.0105
TGNFSTQKVKMHIHS
13225
15
Human
PSM
334

11,180

833




68.0107
TRIYNVIGTLRGAVE
13226
15
Human
PSM
353

14

6.3




68.0173
GAAVVHEIVRSFGTL
13227
15
Human
PSM
391


12,409





68.0176
NSRLLQERGVAYINA
13228
15
Human
PSM
438

614
318
5089




68.0109
ERGVAYINADSSIEG
13229
15
Human
PSM
444

2440

6761




68.0110
GVAYINADSSIEGNY
13230
15
Human
PSM
446

1054

146




68.0177
VAYINADSSIEGNYT
13231
15
Human
PSM
447

4716
531
411




68.0111
DSSIEGNYTLRVDCT
13232
15
Human
PSM
453

16,667

3360




68.0112
NYTLRVDCTPLMYSL
13233
15
Human
PSM
459

6804
45
9.9




68.0113
CTPLMYSLVHNLTKE
13234
15
Human
PSM
466

93
19,437
245




68.0114
DFEVFFQRLGIASGR
13235
15
Human
PSM
520

143

221




68.0115
EVFFQRLGIASGRAR
13236
15
Human
PSM
522

28

22




68.0116
TNKFSGYPLYHSVYE
13237
15
Human
PSM
543

3402

5521




68.0117
YDPMFKYHLTVAQVR
13238
15
Human
PSM
566

9.0

19




68.0118
DPMFKYHLTVAQVRG
13239
15
Human
PSM
567

5.7

9.1




68.0119
MFKYHLTVAQVRGGM
13240
15
Human
PSM
569

16

18




68.0120
KYHLTVAQVRGGMVF
13241
15
Human
PSM
571

137

806




68.0121
VAQVRGGMVFELANS
13242
15
Human
PSM
576

228

662




68.0122
RGGMVFELANSIVLP
13243
15
Human
PSM
580

10

229




68.0123
GMVFELANSIVLPFD
13244
15
Human
PSM
582

15
4604
230




68.0124
VFELANSIVLPFDCR
13245
15
Human
PSM
584

19
667
999




68.0125
ADKIYSISMKHPQEM
13246
15
Human
PSM
608



5310




68.0126
IYSISMKHPQEMKTY
13247
15
Human
PSM
611

8452

16,000




68.0127
PQEMKTYSVSFDSLF
13248
15
Human
PSM
619

15,143

3024




68.0128
TYSVSFDSLFSAVKN
13249
15
Human
PSM
624

219
101
73




68.0130
VLRMMNDQLMFLERA
13250
15
Human
PSM
660

118
183
29




68.0131
LRMMNDQLMFLERAF
13251
15
Human
PSM
661

2704

392




68.0181
DQLMFLERAFIDPLG
13252
15
Human
PSM
666








68.0133
RHVIYAPSSHNKYAG
13253
15
Human
PSM
688

2174

481




68.0134
RQIYVAAFTVQAAAE
13254
15
Human
PSM
730

3.7

1.2




68.0135
QIYVAAFTVQAAAET
13255
15
Human
PSM
731

1.6

1.6




68.0136
VAAFTVQAAAETLSE
13256
15
Human
PSM
734

14

58

















DRB1


Peptide
Sequence
SEQ ID NO
AA
Organism
Protein
Position
Analog
DRB1 *0701
DRB1 *0802
DRB1 *0901
DRB1 *1101
*1201





F116.01
MDIDPYKEFGATVELLSFLPSDFFP
12669
25
HBV
core
1

6609






F209.01
LETTMRSPVFTDNSSPPVVP
12670
20
HCV



893

2371

7032


F209.02
AYAAQGYKVLVLNPSVAA
12671
18
HCV



192
18,665
2568
37
278


F209.03
TPAETTVRLRAYMNTPGLPV
12672
20
HCV



20
818
706
277
1565


F209.04
ENLPYLVAYQATVCARAQAP
12673
20
HCV



267
2502
2608
111
636


F209.05
GIQYLAGLSTLPGNPAIA
12674
18
HCV



2170
200
2137
9.5
235


F209.06
KGGRKPARLIVFPDLGVRVC
12675
20
HCV



458
3515
9058
3311
2593


F209.07
CGKYLFNWAVRTKLKLTPIA
12676
20
HCV



131
457
4909
138
876


90.0062
NGWFYVEAVIDRQTG
12677
15
HPV
E1
15

157
3990
453
3347
4041


90.0075
TGWFEVEAVIERRTG
12678
15
HPV
E1
15

4933
9321

10,818



90.0029
NGWFYVEAVVEKKTG
12679
15
HPV
E1
16

307
6398
955
2738
13,285


90.0126
EDEIDTDLDGFIDDS
12680
15
HPV
E1
40

268
2420
215

138


90.0077
LLEFIDDSMENSIQA
12681
15
HPV
E1
47



6676
7621



89.0078
VDFIDTQLSICEQAE
12682
15
HPV
E1
48

426
7428
5995
3922
2018


90.0031
VDFIVNDNDYLTQAE
12683
15
HPV
E1
49

7281



17,143


90.0078
ENSIQADTEAARALF
12684
15
HPV
E1
56

5820



7437


89.0022
QAELETAQALFHAQE
12685
15
HPV
E1
60

3011

338




89.0114
GQQLLQVQTAHADKQ
12686
15
HPV
E1
66




5846



89.0115
QQLLQVQTAHADKQT
12687
15
HPV
E1
67




9681



89.0001
HALFTAQEAKQHRDA
12688
15
HPV
E1
68


14,192





90.0047
AQEVHNDAQVLHVLK
12689
15
HPV
E1
72

7796
9340
10,208
10,741



89.0093
EDDLHAVSAVKRKFT
12690
15
HPV
E1
76

52
258
1029
2796



90.0048
GERLEVDTELSPRLQ
12691
15
HPV
E1
100








90.0129
QQTVCREGVKRRLIL
12692
15
HPV
E1
100


3737
3917
1023
12,680


90.0064
LKAICIENNSKTAKR
12693
15
HPV
E1
109

6355
10,751

1923
4582


90.0032
LKAICIEKQSRAAKR
12694
15
HPV
E1
110

1813
273
13,352
545
11,750


89.0039
NTEVETQQMVQVEEQ
12695
15
HPV
E1
135


12,431





89.0059
NTEVETQQMVQQVES
12696
15
HPV
E1
135








89.0002
NTEVETQQMLQVEGR
12697
15
HPV
E1
136

1850






89.0040
MVQVEEQQTTLSCNG
12698
15
HPV
E1
143








89.0041
LYGVSFMELIRPFQS
12699
15
HPV
E1
194

444
175
64
39
966


89.0003
LNVLKTSNAKAAMLA
12700
15
HPV
E1
195

20
1713
197
198
531


89.0140
TLLYKFKEAYGVSFM
12701
15
HPV
E1
199








89.0094
TVLEKEKETYGVSFM
12702
15
HPV
E1
202

14
191
416
773
2733


89.0060
AYGISFMELVRPFKS
12703
15
HPV
E1
207

263
158
126
51
1369


89.0095
TYGVSFMELVRPFKS
12704
15
HPV
E1
210

7568


10,935



90.0050
MLAVFKDTYGLSFTD
12705
15
HPV
E1
214

75
7940
1569
2291
7426


89.0042
DWCVAAFGVTGTVAE
12706
15
HPV
E1
215

349
3504
901
3234



89.0079
DWVMAIFGVNPTVAE
12707
15
HPV
E1
228

108
6717
1624
1825
430


89.0080
VMAIFGVNPTVAEGF
12708
15
HPV
E1
230

336

12,904
5602
446


90.0051
VRNFKSDKTFCTDWV
12709
15
HPV
E1
230

827
14,687

2654
3455


89.0081
MAIFGVNPTVAEGFK
12710
15
HPV
E1
231

325
1093
1557
41
1201


89.0096
DWCIIGMGVTPSVAE
12711
15
HPV
E1
231

2644






89.0097
WCIIGMGVTPSVAEG
12712
15
HPV
E1
232

3547






89.0119
LKTIIKPHCMYYHMQ
12713
15
HPV
E1
238








89.0023
VTAIFGVNPTIAEGF
12714
15
HPV
E1
244

192

2915

6577


89.0061
LKVLIKQHSLYTHLQ
12715
15
HPV
E1
244

451
57
313
43
33


89.0082
FKTLIKPATLYAHIQ
12716
15
HPV
E1
244

313
11
570
5.5
84


89.0142
LKVLIKQHSIYTHLQ
12717
15
HPV
E1
244








89.0024
TAIFGVNPTIAEGFK
12718
15
HPV
E1
245

180
11,054
4478
4038
3746


89.0083
KTLIKPATLYAHIQC
12719
15
HPV
E1
245

308
231
1174
35
422


89.0098
LKVLIQPYSIYAHLQ
12720
15
HPV
E1
247

26
4766
12,817
681
237


89.0043
ACSWGMVMLMLVRFK
12721
15
HPV
E1
248


2901
10,519
679



89.0044
SWGMVMLMLVRFKCA
12722
15
HPV
E1
250


9987

333



89.0025
FKTLIQPFILYAHIQ
12723
15
HPV
E1
258

882
186
97
744
513


89.0062
DRGIIILLLIRFRCS
12724
15
HPV
E1
263


85

8275



89.0063
RGIIILLLIRFRCSK
12725
15
HPV
E1
264

721
6422

1712
2014


89.0099
DRGVLILLLIRFKCG
12726
15
HPV
E1
266

384
4729
14,154
1629
711


89.0004
ACSWGMVVLLLVRYK
12727
15
HPV
E1
268

1183
4774
2001
1262



89.0005
SWGMVVLLLVRYKCG
12728
15
HPV
E1
270

3177

777
2111



89.0045
EKLLEKLLCISTNCM
12729
15
HPV
E1
271

2011
18,333
5116
10,741



89.0123
RKTIAKALSSILNVP
12730
15
HPV
E1
274








89.0026
DCKWGVLILALLRYK
12731
15
HPV
E1
275

7361
1800
1003
389



89.0027
KWGVLILALLRYKCG
12732
15
HPV
E1
277


1161
810
490
621


89.0064
KNRLTVAKLMSNLLS
12733
15
HPV
E1
278

2.8
580
2682
1584
89


89.0065
RLTVAKLMSNLLSIP
12734
15
HPV
E1
280

45
483
994
62
107


89.0046
TNCMLIQPPKLRSTA
12735
15
HPV
E1
282

1120
1157

1091



89.0100
RLTVSKLMSQLLNIP
12736
15
HPV
E1
283

4991






89.0047
CMLIQPPKLRSTAAA
12737
15
HPV
E1
284

470
2652
7535
982
3694


89.0066
AKLMSNLLSIPETCM
12738
15
HPV
E1
284

388

9140
14,577
261


89.0101
VSKLMSQLLNIPETH
12739
15
HPV
E1
286








89.0006
RETIEKLLSKLLCVS
12740
15
HPV
E1
287

187
652
6478
715
523


89.0067
SNLLSIPETCMVIEP
12741
15
HPV
E1
288

194
16,828
1313
12,804
3862


89.0124
QEQMLIQPPKIRSPA
12742
15
HPV
E1
289

7224

1472
18,365



89.0007
EKLLSKLLCVSPMCM
12743
15
HPV
E1
291

207
2753
7568
5826



89.0102
SQLLNIPETHMVIEP
12744
15
HPV
E1
291








89.0028
RLTVAKGLSTLLHVP
12745
15
HPV
E1
294

180
501
399
232
274


89.0084
ETCMLIEPPKLRSSV
12746
15
HPV
E1
295

756
1347
5121
123
708


90.0083
ETCMVIEPPKLRSQT
12747
15
HPV
E1
295

794
4298

4736
825


89.0103
ETHMVIEPPKLRSAT
12748
15
HPV
E1
298


12,172

3257



90.0034
PMCMMIEPPKLRSTA
12749
15
HPV
E1
302

369
4328
11,301
2038
1322


89.0029
ETCMLIQPPKLRSSV
12750
15
HPV
E1
309

354
5082
19,514
541
1367


89.0048
TPEWIERQTVLQHSF
12751
15
HPV
E1
316


2365

1370



89.0049
PEWIERQTVLQHSFN
12752
15
HPV
E1
317

2868
707
4522
401
7976


89.0009
LYWYKTGISNISEVY
12753
15
HPV
E1
319

19
1440
631
6282
4618


89.0069
TPEWIDRLTVLQHSF
12754
15
HPV
E1
329

5211
275

1275



90.0035
ISEVYGDTPEWIQRQ
12755
15
HPV
E1
329

6873






89.0070
PEWIDRLTVLQHSFN
12756
15
HPV
E1
330


3509
4145
2636
203


89.0050
DTFFDLSQMVQWAYD
12757
15
HPV
E1
332

1173

99
12,500
266


89.0104
TPEWIEQQTVLQHSF
12758
15
HPV
E1
332


14,106





89.0105
PEWIEQQTVLQHSFD
12759
15
HPV
E1
333

6207






89.0010
TPEWIQRQTVLQHSF
12760
15
HPV
E1
336

321
1999
2868
738



90.0052
ISEVMGDTPEWIQRL
12761
15
HPV
E1
336

4024






89.0011
PEWIQRQTVLQHSFN
12762
15
HPV
E1
337

6123
213
6184
261
4016


90.0152
QHSFNDDIFDLSEMI
12763
15
HPV
E1
340

3280
7612
1433
4378
268


89.0030
TPEWIQRLTIIQHGI
12764
15
HPV
E1
343

155
374
2430
389
418


89.0031
PEWIQRLTIIQHGID
12765
15
HPV
E1
344

443
187
4511
596
527


90.0069
DNDVMDDSEIAYKYA
12766
15
HPV
E1
346

6414



12,680


89.0106
NSIFDFGEMVQWAYD
12767
15
HPV
E1
348

5977






89.0051
DSEIAYKYAQLADSD
12768
15
HPV
E1
352


624
5324
3382



89.0130
DSQIAFQYAQLADVD
12769
15
HPV
E1
359








90.0085
DNELTDDSDIAYYYA
12770
15
HPV
E1
359








90.0036
QWAYDNDIVDDSEIA
12771
15
HPV
E1
362








90.0117
DHDITDDSDIAYKYA
12772
15
HPV
E1
362



12,269




89.0071
DSDIAYYYAQLADSN
12773
15
HPV
E1
365

4132
1791
2336
9140



89.0085
ESDMAFQYAQLADCN
12774
15
HPV
E1
365

3246
5919
1411
19,960



90.0037
DNDIVDDSEIAYKYA
12775
15
HPV
E1
366





5301


89.0072
IAYYYAQLADSNSNA
12776
15
HPV
E1
368

6640
7815
3088




89.0108
DIAYKYAQLADVNSN
12777
15
HPV
E1
370

1019

10,608
12,594



89.0012
DSEIAYKYAQLADTN
12778
15
HPV
E1
372


1118
1927
3536



90.0070
QAKIVKDCGTMCRHY
12779
15
HPV
E1
378





8212


90.0055
ESDMAFEYALLADSN
12780
15
HPV
E1
379

122
5731
826
4685
16,344


90.0139
QAKYVKDCGIMCRHY
12781
15
HPV
E1
385

103


15,380
1353


90.0086
QAKIVKDCGIMCRHY
12782
15
HPV
E1
391




4223
16,060


90.0103
QAKYLKDCAVMCRHY
12783
15
HPV
E1
391

8168
11,538

2107
12,403


90.0038
QAKIVKDCATMCRHY
12784
15
HPV
E1
398





16,518


89.0052
VKFLRYQQIEFVSFL
12785
15
HPV
E1
423

4594
7055
3210
1098



89.0053
VSFLSALKLFLKGVP
12786
15
HPV
E1
434

569
290
2121
64
82


89.0013
GGDWKQIVMFLRYQG
12787
15
HPV
E1
436

2464
1431
3636
198
725


89.0054
LKLFLKGVPKKNCIL
12788
15
HPV
E1
440

1536
341
2012
306
1729


89.0014
VMFLRYQGVEFMSFL
12789
15
HPV
E1
443

2542
13,442
4018
3238
1323


89.0132
FLSYFKLFLQGTPKH
12790
15
HPV
E1
443



----




89.0133
YFKLFLQGTPKHNCL
12791
15
HPV
E1
446








89.0134
FKLFLQGTPKHNCLV
12792
15
HPV
E1
447

400

2747
4068
7871


89.0055
KNCILIHGAPNTGKS
12793
15
HPV
E1
450

7296

16,986
19,920



89.0015
VEFMSFLTALKRFLQ
12794
15
HPV
E1
451

109
102
2512
44
91


89.0073
FKKFLKGIPKKSCML
12795
15
HPV
E1
453

2093
320
2480
64
709


89.0086
LKEFLKGTPKKNCIL
12796
15
HPV
E1
453

5433
3200
11,938
5385



89.0033
IEFITFLGALKSFLK
12797
15
HPV
E1
458

410
552
15,250
142
410


89.0016
LKRFLQGIPKKNCIL
12798
15
HPV
E1
460


3288
7669
2541



89.0034
ITFLGALKSFLKGTP
12799
15
HPV
E1
461

2957
292
7621
118
44


89.0056
GKSYFGMSLISFLQG
12800
15
HPV
E1
462

284
6024
512
900



89.0074
SCMLICGPANTGKSY
12801
15
HPV
E1
464

4373
3758

1146



89.0087
NCILLYGPANTGKSY
12802
15
HPV
E1
464


13,503

8045



89.0035
LKSFLKGTPKKNCLV
12803
15
HPV
E1
467

262
208
2688
1047
3230


89.0017
NCILLYGAANTGKSL
12804
15
HPV
E1
471


2691
1172
5781



89.0018
ILLYGAANTGKSLFG
12805
15
HPV
E1
473

6133
1754

2757



89.0075
GKSYFGMSLIQFLKG
12806
15
HPV
E1
475

211
1563
73
2960
499


89.0146
GKSYFGMSLIHFLKG
12807
15
HPV
E1
475








89.0135
LIKFFQGSVISFVNS
12808
15
HPV
E1
477


7977





89.0136
IKFFQGSVISFVNSQ
12809
15
HPV
E1
478








89.0019
GKSLFGMSLMKFLQG
12810
15
HPV
E1
482

16
704
148
1356
80


89.0020
KSLFGMSLMKFLQGS
12811
15
HPV
E1
483

21
1260
310
535
944


89.0088
FIHFLQGAIISFVNS
12812
15
HPV
E1
483

1646

867
5598



89.0076
IQFLKGCVISCVNSK
12813
15
HPV
E1
484

596
6780
1313
2026
202


89.0089
IHFLQGAIISFVNSN
12814
15
HPV
E1
484

1023
1901
192
1805
71


89.0147
IHFLKGCIISYVNSK
12815
15
HPV
E1
484

6493






89.0036
FIHFIQGAVISFVNS
12816
15
HPV
E1
497

147
3420
137
4331
1377


89.0037
IHFIQGAVISFVNST
12817
15
HPV
E1
498

338
11,746
313

732


90.0087
KIGMIDDVTPISWTY
12818
15
HPV
E1
510


8374


2722


90.0105
KVAMLDDATHTCWTY
12819
15
HPV
E1
510

1063
8182

2259
9276


90.0040
KIGMLDDATVPCWNY
12820
15
HPV
E1
517





12,682


89.0090
CWTYFDNYMRNALDG
12821
15
HPV
E1
521

2910
3690





89.0137
RNLVDGNPISLDRKH
12822
15
HPV
E1
524

7384






90.0059
KVAMLDDATTTCWTY
12823
15
HPV
E1
524

4717






90.0041
CWNYIDDNLRNALDG
12824
15
HPV
E1
528








89.0057
LMQLKCPPLLITSNI
12825
15
HPV
E1
534

1171
2797
5075
4141



89.0138
LVQIKCPPLLITTNI
12826
15
HPV
E1
541








89.0077
LVQLKCPPLLLTSNT
12827
15
HPV
E1
547

1093
1428
11,695
17,610



89.0091
LLQLKCPPILLTSNI
12828
15
HPV
E1
547

613
7290





89.0139
PPLLITTNINPMLDA
12829
15
HPV
E1
547

7540
7648

7372



89.0058
DDRWPYLHSRLVVFT
12830
15
HPV
E1
553

68
1696
158
435
297


89.0021
LVQLKCPPLLITSNI
12831
15
HPV
E1
554

514






89.0038
LIQLKCPPILLTTNI
12832
15
HPV
E1
561

990
1174





89.0113
DPRWPYLHSRLVVFH
12833
15
HPV
E1
569

90
19,831
5398
5137
5931


89.0092
VTVFTFPHAFPFDKN
12834
15
HPV
E1
576

5.5
309
33
5330
131


90.0106
PHAFPFDKNGNPVYE
12835
15
HPV
E1
582

7115

296

671


90.0144
RLNLDNDEDKENNGD
12836
15
HPV
E1
606

865
4008
19,683
1601
4409


1601.21
LSQRLNVCQDKILEH
12837
15
HPV
E2
4








90.0160
RLNVCQDKILTHYEN
12838
15
HPV
E2
7

7977
125
50
372
256


1601.01
YENDSTDLRDHIDYW
12839
15
HPV
E2
19








1601.29
LDHYENDSKDINSQI
12840
15
HPV
E2
22

19,901






90.0021
HWKLIRMECAIMYTA
12841
15
HPV
E2
32

2645
14,143
2505
2127
176


90.0199
WKLIRMECALLYTAK
12842
15
HPV
E2
33

3158
2701
4000
2004
159


90.0230
WKAVRHENVLYYKAR
12843
15
HPV
E2
33

666
613
1183
2117
415


90.0245
WKLIRMECAIMYTAR
12844
15
HPV
E2
33

4615
9174
4870
2718
195


1601.44
KHIRLLECVLMYKARE
12845
16
HPV
E2
34

6704
1765
7479
613



89.0179
LIRMECALLYTAKQM
12846
15
HPV
E2
35

7472






90.0022
LIRMECAIMYTARQM
12847
15
HPV
E2
35

473
3057
4125
738
201


90.0211
WQLIRLENAILFTAR
12848
15
HPV
E2
39

89
1842
2269
269
99


90.0002
LIRLENAILFTAREH
12849
15
HPV
E2
41

35
11,742
2129
5690



90.0010
ITHIGHQVVPPMAVS
12850
15
HPV
E2
51

4987
12,247





89.0168
NHQVVPALSVSKAKA
12851
15
HPV
E2
55








90.0011
GHQVVPPMAVSKAKA
12852
15
HPV
E2
55

6244
1628
10,833
2060



89.0169
HQVVPALSVSKAKAL
12853
15
HPV
E2
56

4725

1623




90.0012
HQVVPPMAVSKAKAC
12854
15
HPV
E2
56

434
1794
1211
7008



90.0023
HQVVPSLVASKTKAF
12855
15
HPV
E2
56

2731






89.0150
TLAVSKNKALQAIEL
12856
15
HPV
E2
61



5219




89.0170
ALSVSKAKALQAIEL
12857
15
HPV
E2
61

3215

4328




90.0013
PMAVSKAKACQAIEL
12858
15
HPV
E2
61

317
179
1162
1547



89.0159
AYNISKSKAHKAIEL
12859
15
HPV
E2
65








89.0151
NKALQAIELQLTLET
12860
15
HPV
E2
67

1203
15,222
16,790
5334



89.0171
AKALQAIELQMMLET
12861
15
HPV
E2
67

51

84
2396
243


1601.30
PINISKSKAHKAIEL
12862
15
HPV
E2
67

17
3172
170
327



89.0181
AFQVIELQMALETLS
12863
15
HPV
E2
69

245
8160
257
2141
3769


90.0024
AFQVIELQMALETLN
12864
15
HPV
E2
69

2437
4950
843
3342
466


89.0182
FQVIELQMALETLSK
12865
15
HPV
E2
70

183

751
2111



90.0014
CQAIELQLALEALNK
12866
15
HPV
E2
70


3593
1779
3229
1099


90.0018
CSAIEVQIALESLST
12867
15
HPV
E2
70

5261

11,987




90.0025
FQVIELQMALETLNA
12868
15
HPV
E2
70

2648

1967
3987
708


89.0160
HKAIELQMALQGLAQ
12869
15
HPV
E2
74




16,807



89.0183
ELQMALETLSKSQYS
12870
15
HPV
E2
74

3139
1156
204
12,302



90.0231
EVQIALESLSTTIYN
12871
15
HPV
E2
74

32

406

263


90.0004
HKAIELQMALKGLAQ
12872
15
HPV
E2
76

5769
38
153
10
293


1601.22
QMMLETLNNTEYKNE
12873
15
HPV
E2
76








1601.03
LETIYNSQYSNEKWT
12874
15
HPV
E2
79



6095




90.0005
ELQMALKGLAQSKYN
12875
15
HPV
E2
80


127
348
64
41


90.0232
TTIYNNEEWTLRDTC
12876
15
HPV
E2
84




3427



90.0179
QSRYKTEDWTLQDTC
12877
15
HPV
E2
88

6502
585
1970
2094
193


1601.23
PTGCLKKHGYTVEVQ
12878
15
HPV
E2
106

2271

1741




90.0026
QKCFKKKGITVTVQY
12879
15
HPV
E2
107

4394
1329
639
7822



90.0167
TVEVQFDGDICNTMH
12880
15
HPV
E2
116

250

583




1601.04
DICNTMHYTNWTHIY
12881
15
HPV
E2
124

412
17,726
4848




1601.09
GNKDNCMTYVAWDSV
12882
15
HPV
E2
127

4393
11,493





90.0202
GEIYIIEEDTCTMVT
12883
15
HPV
E2
135

6599






90.0214
MNYVVWDSIYYITET
12884
15
HPV
E2
135

55

888
1617
1140


90.0250
SEIYIIEETTCTLVA
12885
15
HPV
E2
135








90.0203
EIYIIEEDTCTMVTG
12886
15
HPV
E2
136

1027


13,795



90.0251
EIYIIEETTCTLVAG
12887
15
HPV
E2
136








1601.10
VAWDSVYYMTDAGTW
12888
15
HPV
E2
136

343

587




90.0204
IYIIEEDTCTMVTGK
12889
15
HPV
E2
137

8187


11,901
16,544


90.0182
SVYYMTDAGTWDKTA
12890
15
HPV
E2
140

1169
8465
1603
2881
708


90.0252
CTLVAGEVDYVGLYY
12891
15
HPV
E2
145



981
6722
3633


90.0171
GLYYVHEGIRTYFVQ
12892
15
HPV
E2
156

5579
7385
1003
5358
182


90.0226
GLYYWCDGEKIYFVK
12893
15
HPV
E2
156

4929


9143
3363


1601.05
VHEGIRTYFVQFKDD
12894
15
HPV
E2
160

5730
12,200
5861




90.0216
GVYYIKDGDTTYYVQ
12895
15
HPV
E2
163

3410
5615
1621

5736


90.0205
YFKYFKEDAAKYSKT
12896
15
HPV
E2
167

3634
6028
2864
1895
8050


90.0253
YFKYFKEDAKKYSKT
12897
15
HPV
E2
167


569

244



90.0206
FKYFKEDAAKYSKTQ
12898
15
HPV
E2
168

725
835
1696
303
399


1601.11
EKYGNTGTWEVHFGN
12899
15
HPV
E2
181

91

2492




90.0237
IWEVHMENESIYCPD
12900
15
HPV
E2
183



5489




89.0184
EVHVGGQVIVCPTSI
12901
15
HPV
E2
185








90.0015
EVHVGGQVIVCPASV
12902
15
HPV
E2
185

187

2601




90.0238
EVHMENESIYCPDSV
12903
15
HPV
E2
185








89.0173
GQVIVFPESVFSSDE
12904
15
HPV
E2
190


2118





89.0185
GQVIVCPTSISSNQI
12905
15
HPV
E2
190


1627

6525



90.0016
GQVIVCPASVSSNEV
12906
15
HPV
E2
190

56
13,089
197
4820
12,549


90.0027
SRVIVCPTSIPSDQI
12907
15
HPV
E2
190


13,799





90.0195
ESVFSSDEISFAGIV
12908
15
HPV
E2
197

609

672




1601.06
SNEVSSPEIIRQHLA
12909
15
HPV
E2
202

8609

10,821




1601.45
SDEISFAGIVTKLPT
12910
15
HPV
E2
202

901
10,684
1279
12,164



89.0174
EISFAGIVTKLPTAN
12911
15
HPV
E2
204

7800
11,310





89.0175
FAGIVTKLPTANN'TT
12912
15
HPV
E2
207

1281
1557

7628



1601.13
SDDTVSATQLVKQLQ
12913
15
HPV
E2
208

7665
19,337
15,333
15,553



1601.31
STSDDTVSATQIVRQ
12914
15
HPV
E2
208

5213






89.0162
DDTVSATQLVKQLQH
12915
15
HPV
E2
209

904
1033
1972
943
275


89.0155
RQHLANHPAATHTKA
12916
15
HPV
E2
212




16,000



89.0163
TVSVGTAKTYGQTSA
12917
15
HPV
E2
231








90.0208
TKLFCADPALDNRTA
12918
15
HPV
E2
241








89.0186
DPALDNRTARTATNC
12919
15
HPV
E2
247

962

6487




1601.07
PCHTTKLLHRDSVDS
12920
15
HPV
E2
250


2784

2955



89.0156
RDSVDSAPILTAFNS
12921
15
HPV
E2
259

335

222
7047



1601.34
GRVNTHVHNPLLCSS
12922
15
HPV
E2
262

6022
2687
3346




89.0165
NPLLGAATPTGNNKR
12923
15
HPV
E2
264



9377




1601.24
DSVDSVNCGVISAAA
12924
15
HPV
E2
265

2140

6729




1601.16
KRRKLCSGNTTPIIH
12925
15
HPV
E2
277

143
4738
61




1601.08
NCNSNTTPIVHLKGD
12926
15
HPV
E2
280

5768

3138




1601.35
NKRRKVCSGNTTPII
12927
15
HPV
E2
280

775
7414
9709




90.0255
IVHLKGDPNSLKCLR
12928
15
HPV
E2
281


2209

12,122
4647


1601.43
RKVCSGNTTPIIHLK
12929
15
HPV
E2
283

1430
8060
1119




1601.17
TTPIIHKLGDRNSLK
12930
15
HPV
E2
286


419

4798



1601.37
NTTPIIHLKGDKNSL
12931
15
HPV
E2
289

18,795
1898





90.0228
IIHLKGDPNSLKCLR
12932
15
HPV
E2
290

2540
877


5828


1601.25
TTPIIHLKGDANILK
12933
15
HPV
E2
292

3714
4480
17,365
7331



90,0218
IIHLKGDKNSLKCLR
12934
15
HPV
E2
293


5029


2128


90.0197
IIHLKGDANILKCLR
12935
15
HPV
E2
295

3053
2992
14,059
12,285
5031


1601.26
LKGDANILKCLRYRL
12936
15
HPV
E2
298

9024
1806

5525



89.0157
HCTLYTAVSSTWHWT
12937
15
HPV
E2
308








90.0019
RYRFQKYKTLFVDVT
12938
15
HPV
E2
308

43
407
226
728
4515


90.0241
YKTLFVDVTSTYHWT
12939
15
HPV
E2
314

647
14,138
2232
4196
3903


90.0210
TVTFVTEQQQQMFLG
12940
15
HPV
E2
322


6019


2769


1601.38
STWHWTGCNKNTGIL
12941
15
HPV
E2
322

153
11,723

662



1601.18
AGNEKTGILTVTYHS
12942
15
HPV
E2
325

2129






89.0187
QQQMFLGTVKIPPTV
12943
15
HPV
E2
330


7287

5882



89.0188
QMFLGTVKIPPTVQI
12944
15
HPV
E2
332

4654
503

474
553


90.0028
LNTVKIPPTVQISTG
12945
15
HPV
E2
340



6925




1601.19
EKQRTKFLNTVAIPD
12946
15
HPV
E2
340

123

284




1601.27
TYISTSQRDDFLNTV
12947
15
HPV
E2
343

1157

12,960




1601.20
FLNTVAIPDSVQILV
12948
15
HPV
E2
346

15

534




1601.39
RNTFLDVVTIPNSVQ
12949
15
HPV
E2
346

270
776
5872
371



89.0158
LSQVKIPKTITVSTG
12950
15
HPV
E2
347

5828

5477
3628



1601.40
FLDVVTIPNSVQISV
12951
15
HPV
E2
349

492
14,703
9346
2203



90.0017
LKTVKIPNTVQVIQG
12952
15
HPV
E2
350

777






90.0020
LSHVKIPVVYRLVWD
12953
15
HPV
E2
352

118
3569
469
1528
100


1601.28
DFLNTVKIPNTVSVS
12954
15
HPV
E2
352

469
2093
373
277



1601.41
VVTIPNSVQISVGYM
12955
15
HPV
E2
352

71
3077
176
4224



89.0178
LNTVKIPNTVSVSTG
12956
15
HPV
E2
354

5483
3693
1141
976
361


1601.42
TIPNSVQISVGYMTI
12957
15
HPV
E2
354

9.0
6226
91
487



85.0001
ECVYCKQQLLRREVY
12958
15
HPV
E6
36




4802



85.0024
SEVYDFAFADLTVVY
12959
15
HPV
E6
40

1850

174




85.0138
YDFVFADLRIVYRDG
12960
15
HPV
E6
43



5419
16,198



85.0054
DFVFADLRIVYRDGN
12961
15
HPV
E6
44

9847

1962
1462



85.0041
RIVYRDNNPYGVCIM
12962
15
HPV
E6
51

8307


5242



85.0002
CIVYRDGNPYAVCDK
12963
15
HPV
E6
58








85.0022
CDLLIRCITCQRPLC
12964
15
HPV
E6
97

12,279






85.0031
NEILIRCIICQRPLC
12965
15
HPV
E6
97

16,901






85.0032
IRCIICQRPLCPQEK
12966
15
HPV
E6
101




10,260



85.0013
IRCLRCQKPLNPAEK
12967
15
HPV
E6
103

16,787






1543.22
QERPRKLPQLCTELQ
12968
15
HPV
E6






11,687


1543.23
RGRWTGRCMSCCRSS
12969
15
HPV
E6


4951
983

3304



1543.24
LCTELQTTIHDIILE
12970
15
HPV
E6


2250






1543.25
RREVYDFAFRDLCIV
12971
15
HPV
E6


73
9025


11,018


1543.26
RHLDKKQRFHNIRGR
12972
15
HPV
E6


591
7723

2132



1543.27
QRFHNIRGRWTGRCM
12973
15
HPV
E6


277
894

574
14,594


1543.28
HNIRGRWTGRCMSCC
12974
15
HPV
E6


633
142

1727
7647


1543.29
WTGRCMSCCRSSRTR
12975
15
HPV
E6


1254
7991
13,791
2614
10,920


1543.30
RCMSCCRSSRTRRET
12976
15
HPV
E6


732

5446
5542



1543.31
MSCCRSSRTRRETQL
12977
15
HPV
E6


969

3099
2916



1543.32
TNTGLYNLLIRCLRC
12978
15
HPV
E6


4038
41
13,620
17
4057


1543.34
TELNTSLQDIEITCV
12979
15
HPV
E6



5516





1543.35
EVFEFAFKDLFVVYR
12980
15
HPV
E6


14,415
1415

6079
624


1543.37
TGRCIACWRRPRTET
12981
15
HPV
E6


11,460
512
13,556
158
4949


1543.39
CQALETTIHNIELQC
12982
15
HPV
E6


8117






1543.40
FHSIAGQYRGQCNTC
12983
15
HPV
E6


2403
7644
1992
416
10,126


1543.41
QYRGQCNTCCDQARQ
12984
15
HPV
E6


13,367


5198



1543.42
TRPRTLHELCEVLEE
12985
15
HPV
E6









1543.46
GCWRQTSREPRESTV
12986
15
HPV
E6


72
356
3198
144



1543.48
SEVYDFVFADLRIVY
12987
15
HPV
E6


51
4038
33

8089


1543.54
RVCLLFYSKVRKYRY
12988
15
HPV
E6


232
269
656
4263
603


1543.55
HGWTGSCLGCWRQTS
12989
15
HPV
E6


114
7005
5910
16,900



1543.56
CLGCWRQTSREPRES
12990
15
HPV
E6


1206
446

469



1543.57
IMCLRFLSKISEYRH
12991
15
HPV
E6


2930
109
2524
27
337


1543.58
YRHYQYSLYGKTLEE
12992
15
HPV
E6


146
410
273
953
11,961


1543.59
KERHVNANKRFHNIM
12993
15
HPV
E6


4757
1229
2850
83
260


1543.60
RFHNIMGRWTGRCSE
12994
15
HPV
E6


169
27
8865
24
18,290


85.0092
DLRVVQQLLMGALTV
12995
15
HPV
E7
82

508

1845
754



85.0101
QLLMGTCTIVCPSCA
12996
15
HPV
E7
82

10,940

13,642




1543.03
EPDRAHYNIVTFCCK
12997
15
HPV
E7


7504
9161

7023



1543.04
LDLQPETTDLYCYEQ
12998
15
HPV
E7









1543.05
GVNHQHLPARRAEPQ
12999
15
HPV
E7


16,850






1543.07
SADDLRAFQQLFLNT
13000
15
HPV
E7


124
6996
559
3589
305


1543.10
DYVLDLQPEATDLHC
13001
15
HPV
E7






4880


1543.11
QSTQVDIRILQELLM
13002
15
HPV
E7


5388
16,678

6478
2338


1543.12
EYVLDLYPEPTDLYC
13003
15
HPV
E7






2206


1543.13
LYCYEQLSDSSDEDE
13004
15
HPV
E7


9772


3381



1543.14
YYIVTCCHTCNTTVR
13005
15
HPV
E7


162
3137


2198


1543.15
LCVNSTASDLRTIQQ
13006
15
HPV
E7


723
4378

18,497
1585


1543.16
LLMGTVNIVCPTCAQ
13007
15
HPV
E7


2496
7198
17,812




1543.17
LMGTVNIVCPTCAQQ
13008
15
HPV
E7


947
4280

5240



1543.18
DGVSHAQLPARRAEP
13009
15
HPV
E7









1543.19
FLSTLSFVCPWCATN
13010
15
HPV
E7


34
6720
11,288
13,754
139


1543.20
EIVLHLEPQNELDPV
13011
15
HPV
E7


3490






1543.21
EDLRTLQQLFLSTLS
13012
15
HPV
E7


390
12,792
15,517
279
958


1543.43
PDGQAEQATSNYYIV
13013
15
HPV
E7


51

2331
8892



1543.44
TYCHSCDSTLRLCIH
13014
15
HPV
E7


3398


12,659



1543.45
CIHSTATDLRTLQQM
13015
15
HPV
E7


459
493
19,048
429
4515


1543.51
EYILDLHPEPTDLFC
13016
15
HPV
E7



16,272

19,544
2595


1543.52
TCGTTVRLCINSITT
13017
15
HPV
E7



9316


7112


1543.53
LMGTCTIVCPSCAQQ
13018
15
HPV
E7


1038
8998
642
2691



9014.0015
NASLLIQNSIQNDTG
13019
15
Human
CEA
104
A







9014.0071
QNFIQNDTGFYTLHV
13020
15
Human
CEA
110
A







9014.0076
QNWIQNDTGFYTLHV
13021
15
Human
CEA
110
A







9014.0077
QNYIQNDTGFYTLHV
13022
15
Human
CEA
110
A







9014.0085
QNIIQNDVGFYTLHV
13023
15
Human
CEA
110
A







9014.0037
KPSFSSNNSKPVEDK
13024
15
Human
CEA
146
A







9014.0040
KPSLSSNNSKPVEDK
13025
15
Human
CEA
146
A







9014.0041
KPSVSSNNSKPVEDK
13026
15
Human
CEA
146
A







9014.0042
KPSWSSNNSKPVEDK
13027
15
Human
CEA
146
A







9014.0043
KPSYSSNNSKPVEDK
13028
15
Human
CEA
146
A







9014.0044
KPSISSNNAKPVEDK
13029
15
Human
CEA
146
A







58.0015
LWWVNNESLPVSPRL
13030
15
Human
CEA
177
A







9014.0054
RTTFKTITVSAELPK
13031
15
Human
CEA
488
A







9014.0058
RTTLKTITVSAELPK
13032
15
Human
CEA
488
A







9014.0059
RTTWKTITVSAELPK
13033
15
Human
CEA
488
A







9014.0060
RTTYKTITVSAELPK
13034
15
Human
CEA
488
A







9014,0065
RTTVKTITLSAELPK
13035
15
Human
CEA
488
A







9014.0088
GTDFKLRLPASPETH
13036
15
Human
Her2/neu
28
A







9014.0090
GTDIKLRLPASPETH
13037
15
Human
Her2/neu
28
A







9014.0094
GTDWKLRLPASPETH
13038
15
Human
Her2/neu
28
A







9014.0095
GTDYKLRLPASPETH
13039
15
Human
Her2/neu
28
A
.






9014.0096
GTDMKLRLAASPETH
13040
15
Human
Her2/neu
28
A







9014.0097
GTDMKLRLFASPETH
13041
15
Human
Her2/neu
28
A







9014.0098
GTDMKLRLHASPETH
13042
15
Human
Her2/neu
28
A







9014.0099
GTDMKLRLIASPETH
13043
15
Human
Her2/neu
28
A







9014.0100
GTDMKLRLLASPETH
13044
15
Human
Her2/neu
28
A







9014.0101
GTDMKLRLNASPETH
13045
15
Human
Her2/neu
28
A







9014.0102
GTDMKLRLSASPETH
13046
15
Human
Her2/neu
28
A







9014.0103
GTDMKLRLTASPETH
13047
15
Human
Her2/neu
28
A







9014.0104
GTDMKLRLVASPETH
13048
15
Human
Her2/neu
28
A







9014.0115
DMKLRLAASPETHLD
13049
15
Human
Her2/neu
30
A







9014.0116
DMKLRLFASPETHLD
13050
15
Human
Her2/neu
30
A







9014.0118
DMKLRLIASPETHLD
13051
15
Human
Her2/neu
30
A







9014.0119
DMKLRLLASPETHLD
13052
15
Human
Her2/neu
30
A







9014.0120
DMKLRLNASPETHLD
13053
15
Human
Her2/neu
30
A







9014.0121
DMKLRLSASPETHLD
13054
15
Human
Her2/neu
30
A







9014.0123
DMKLRLVASPETHLD
13055
15
Human
Her2/neu
30
A







9014.0131
DMKYRLPASPETHLD
13056
15
Human
Her2/neu
30
A







9014.0135
DMKLRLPAIPETHLD
13057
15
Human
Her2/neu
30
A







1533.07
KIFGSLAFLPESFDGDPA
13058
18
Human
Her2/neu
369

377

15,796




9014.0230
KAFGSLAFLPESFDGDPA
13059
18
Human
Her2/neu
369
A







9014.0231
KFFGSLAFLPESFDGDPA
13060
18
Human
Her2/neu
369
A







9014.0232
KHFGSLAFLPESFDGDPA
13061
18
Human
Her2/neu
369
A







9014.0233
KKFGSLAFLPESFDGDPA
13062
18
Human
Her2/neu
369
A







9014.0234
KLFGSLAFLPESFDGDPA
13063
18
Human
Her2/neu
369
A







9014.0235
KVFGSLAFLPESFDGDPA
13064
18
Human
Her2/neu
369
A







9014.0236
KWFGSLAFLPESFDGDPA
13065
18
Human
Her2/neu
369
A







9014.0237
KYFGSLAFLPESFDGDPA
13066
18
Human
Her2/neu
369
A







9014.0240
KIFGSLIFLPESFDGDPA
13067
18
Human
Her2/neu
369
A







9014.0241
KIFGSLLFLPESFDGDPA
13068
18
Human
Her2/neu
369
A







9014.0242
KIFGSLNFLPESFDGDPA
13069
18
Human
Her2/neu
369
A







9014.0243
KIFGSLSFLPESFDGDPA
13070
18
Human
Her2/neu
369
A







9014.0244
KIFGSLTFLPESFDGDPA
13071
18
Human
Her2/neu
369
A







9014.0245
KIFGSLVFLPESFDGDPA
13072
18
Human
Her2/neu
369
A







9014.0246
KIFGSLAALPESFDGDPA
13073
18
Human
Her2/neu
369
A







9014.0247
KIFGSLAHLPESFDGDPA
13074
18
Human
Her2/neu
369
A







9014.0248
KIFGSLAILPESFDGDPA
13075
18
Human
Her2/neu
369
A







9014.0250
KIFGSLALLPESFDGDPA
13076
18
Human
Her2/neu
369
A







9014.0251
KIFGSLAVLPESFDGDPA
13077
18
Human
Her2/neu
369
A







9014.0252
KIFGSLAWLPESFDGDPA
13078
18
Human
Her2/neu
369
A







9014.0253
KIFGSLAYLPESFDGDPA
13079
18
Human
Her2/neu
369
A







9014.0255
KIFGSLAFLPESHDGDPA
13080
18
Human
Her2/neu
369
A







9014.0257
KIFGSLAFLPESLDGDPA
13081
18
Human
Her2/neu
369
A







1385.01
QIQVFETLEET
13082
11
Human
Her2/neu
396








9014.0141
ETEAVEPLTPSGAMP
13083
15
Human
Her2/neu
693
A







9014.0142
ETEFVEPLTPSGAMP
13084
15
Human
Her2/neu
693
A







9014.0143
ETEHVEPLTPSGAMP
13085
15
Human
Her2/neu
693
A







9014.0144
ETEIVEPLTPSGAMP
13086
15
Human
Her2/neu
693
A







9014.0145
ETEKVEPLTPSGAMP
13087
15
Human
Her2/neu
693
A







9014.0146
ETEVVEPLTPSGAMP
13088
15
Human
Her2/neu
693
A







9014.0147
ETEWVEPLTPSGAMP
13089
15
Human
Her2/neu
693
A







9014.0148
ETEYVEPLTPSGAMP
13090
15
Human
Her2/neu
693
A







9014.0149
ETELVEPLAPSGAMP
13091
15
Human
Her2/neu
693
A







9014.0150
ETELVEPLFPSGAMP
13092
15
Human
Her2/neu
693
A







9014.0151
ETELVEPLHPSGAMP
13093
15
Human
Her2/neu
693
A







9014.0152
ETELVEPLIPSGAMP
13094
15
Human
Her2/neu
693
A







9014.0153
ETELVEPLLPSGAMP
13095
15
Human
Her2/neu
693
A







9014.0154
ETELVEPLNPSGAMP
13096
15
Human
Her2/neu
693
A







9014,0155
ETELVEPLSPSGAMP
13097
15
Human
Her2/neu
693
A







9014.0156
ETELVEPLVPSGAMP
13098
15
Human
Her2/neu
693
A







9014.0169
KEILDEAYIMAGVGS
13099
15
Human
Her2/neu
765
A







9014.0170
KEILDEAYLMAGVGS
13100
15
Human
Her2/neu
765
A







9014.0177
ITDIGLARLLDIDET
13101
15
Human
Her2/neu
861
A







9014.0183
ITDFGLARALDIDET
13102
15
Human
Her2/neu
861
A







9014.0187
ITDFGLARNLDIDET
13103
15
Human
Her2/neu
861
A







9014.0188
ITDFGLARSLDIDET
13104
15
Human
Her2/neu
861
A







9014.0210
CWAIDSECRPRFREL
13105
15
Human
Her2/neu
958
A







9014.0211
CWFIDSECRPRFREL
13106
15
Human
Her2/neu
958
A







9014.0212
CWHIDSECRPRFREL
13107
15
Human
Her2/neu
958
A







9014.0213
CWIIDSECRPRFREL
13108
15
Human
Her2/neu
958
A







9014.0214
CWKIDSECRPRFREL
13109
15
Human
Her2/neu
958
A







9014.0215
CWLIDSECRPRFREL
13110
15
Human
Her2/neu
958
A







9014.0218
CWYIDSECRPRFREL
13111
15
Human
Her2/neu
958
A







9014.0219
CWMIDSEARPRFREL
13112
15
Human
Her2/neu
958
A







9014.0220
CWMIDSEFRPRFREL
13113
15
Human
Her2/neu
958
A







9014.0221
CWMIDSEHRPRFREL
13114
15
Human
Her2/neu
958
A







9014.0222
CWMIDSEIRPRFREL
13115
15
Human
Her2/neu
958
A







9014.0223
CWMIDSELRPRFREL
13116
15
Human
Her2/neu
958
A







9014.0224
CWMIDSENRPRFREL
13117
15
Human
Her2/neu
958
A







9014.0225
CWMIDSESRPRFREL
13118
15
Human
Her2/neu
958
A







9014.0226
CWMIDSETRPRFREL
13119
15
Human
Her2/neu
958
A







9014.0227
CWMIDSEVRPRFREL
13120
15
Human
Her2/neu
958
A







68.0001
MWDLVLSIALSVGCT
13121
15
Human
Kallikrein2
1

3032

1727

4575


68.0002
DLVLSIALSVGCTGA
13122
15
Human
Kallikrein2
3

4029

2200

4915


68.0003
HPQWVLTAAHCLKKN
13123
15
Human
Kallikrein2
56

563
1693
822
981
11,452


68.0004
QWVLTAAHCLKKNSQ
13124
15
Human
Kallikrein2
58

3402

4813
14,213



68.0005
GQRVPVSHSFPHPLY
13125
15
Human
Kallikrein2
87

629

102

5507


68.0006
RVPVSHSFPHPLYNM
13126
15
Human
Kallikrein2
89

101

97

10,398


68.0007
PHPLYNMSLLKHQSL
13127
15
Human
Kallikrein2
97


3315
1592
6455
860


68.0008
HPLYNMSLLKHQSLR
13128
15
Human
Kallikrein2
98

1282
382
199
248
95


68.0009
NMSLLKHQSLRPDED
13129
15
Human
Kallikrein2
102





1288


68.0010
SHDLMLLRLSEPAKI
13130
15
Human
Kallikrein2
118

106
1327
112
5267
591


68.0011
HDLMLLRLSEPAKIT
13131
15
Human
Kallikrein2
119

109
544
43
1147
84


68.0015
PEEFLRPRSLQCVSL
13132
15
Human
Kallikrein2
162

5156
2207
5839
10,675
6024


68.0016
PRSLQCVSLHLLSND
13133
15
Human
Kallikrein2
168

2217
6107

11,128
3861


68.0140
LHLLSNDMCARAYSE
13134
15
Human
Kallikrein2
176





1152


68.0017
NGVLQGITSWGPEPC
13135
15
Human
Kallikrein2
220

2285






68.0018
KPAVYTKVVHYRKWI
13136
15
Human
Kallikrein2
239

2401
53
3677
327
1303


58.0114
VGNWQYFFPVIFSKA
13137
15
Human
MAGE3
140

100






F160.17
LVEVTLGEVPAAESPD
13138
16
Human
MAGE3/6
45








68.0019
AAPLLLARAASLSLG
13139
15
Human
PAP
3

160
30
64
100
564


68.0020
APLLLARAASLSLGF
13140
15
Human
PAP
4

59
76
124
322
225


68.0021
PLLLARAASLSLGFL
13141
15
Human
PAP
5

162
37
58
1255
1511


68.0022
SLSLGFLFLLFFWLD
13142
15
Human
PAP
13





1221


68.0023
LLFFWLDRSVLAKEL
13143
15
Human
PAP
21

135
163
518
154
179


68.0024
DRSVLAKELKFVTLV
13144
15
Human
PAP
27

2016
15,815
4719

301


68,0025
AKELKFVTLVFRHGD
13145
15
Human
PAP
32

606
1953
2355
12,309
693


68.0026
RSPIDTFPTDPIKES
13146
15
Human
PAP
47



6124




68.0028
FGQLTQLGMEQHYEL
13147
15
Human
PAP
67





653


68.0030
DRTLMSAMTNLAALF
13148
15
Human
PAP
110

383
2362
222
2367
704


68.0031
MSAMTNLAALFPPEG
13149
15
Human
PAP
114





3873


68.0032
MTNLAALFPPEGVSI
13150
15
Human
PAP
117





4531


68.0033
PEGVSIWNPILLWQP
13151
15
Human
PAP
126

15,030



7975


68.0034
GVSIWNPILLWQPIP
13152
15
Human
PAP
128

4992
11,008
3985
10,287
3902


68.0035
WNPILLWQPIPVHTV
13153
15
Human
PAP
132

521

607
19,640
5694


68.0036
NPILLWQPIPVHTVP
13154
15
Human
PAP
133

41
12,999
575
599
612


68.0037
PILLWQPIPVHTVPL
13155
15
Human
PAP
134

46

168
4041
2370


68,0038
ILLWQPIPVHTVPLS
13156
15
Human
PAP
135

19
13,091
131
2343
7289


68.0039
WQPIPVHTVPLSEDQ
13157
15
Human
PAP
138

159

17,518




68.0147
TVPLSEDQLLYLPFR
13158
15
Human
PAP
145

11,313



9694


68.0040
LSGLHGQDLFGIWSK
13159
15
Human
PAP
194





7891


68.0041
YDPLYCESVHNFTLP
13160
15
Human
PAP
210

838

643




68.0042
LPSWATEDTMTKLRE
13161
15
Human
PAP
223








68.0043
LRELSELSLLSLYGI
13162
15
Human
PAP
235

4010
9368
1614
6958
1169


68.0044
LSELSLLSLYGIHKQ
13163
15
Human
PAP
238


1186
1450
1657
262


68.0045
LSLLSLYGIHKQKEK
13164
15
Human
PAP
241


1637
4959
742
647


68.0046
KSRLQGGVLVNEILN
13165
15
Human
PAP
255

2838

5516

9605


68.0047
GGVLVNEILNHMKRA
13166
15
Human
PAP
260


3239

255
6694


68.0048
IPSYKKLIMYSAHDT
13167
15
Human
PAP
277

1946
60
351
53
669


68.0049
YKKLIMYSAHDTTVS
13168
15
Human
PAP
280

292
309
107
208
928


68.0050
LIMYSAHDTTVSGLQ
13169
15
Human
PAP
283

731

813




68.0051
DTTVSGLQMALDVYN
13170
15
Human
PAP
290

14,706

2876

712


68.0052
ALDVYNGLLPPYASC
13171
15
Human
PAP
299


588

182
7568


68.0053
LDVYNGLLPPYASCH
13172
15
Human
PAP
300


404

194
9754


68.0054
YNGLLPPYASCHLTE
13173
15
Human
PAP
303


14,027
8022
5300



68.0153
LTELYFEKGEYFVEM
13174
15
Human
PAP
315

13,062
18,841


12,690


68.0056
FAELVGPVIPQDWST
13175
15
Human
PAP
356





12,504


68.0156
GPVIPQDWSTECMTT
13176
15
Human
PAP
361








K-09
FLYGALLLAEGFYTTGAVRQ
13177
20
Human
PLP
81








F025.05
QKGRGYRGQHQAHSLERVCH
13178
20
Human
PLP
121








K-18
SAVPVYIYFNTWTTCQSIAF
13179
20
Human
PLP
171








F025.03
WTTCQSIAFPSKTSASIGSL
13180
20
Human
PLP
181


3051
1717

827


F025.08
AATYNFAVLKLMGRGTKF
13181
18
Human
PLP
260




17



68.0058
TLSVTWIGAAPLILS
13182
15
Human
PSA
5

16
840
5.4
6860
55


68.0059
SVTWIGAAPLILSRI
13183
15
Human
PSA
7

83
139
30
2196
512


68.0060
VTWIGAAPLILSRIV
13184
15
Human
PSA
8

195
731
82
1779
818


68.0061
SQPWQVLVASRGRAV
13185
15
Human
PSA
31

385
386
621
135
8775


68.0062
GRAVCGGVLVHPQWV
13186
15
Human
PSA
42

3582

8069

16,411


68.0063
GVLVHPQWVLTAAHC
13187
15
Human
PSA
48

153
1931
365
263
7487


68.0064
HPQWVLTAAHCIRNK
13188
15
Human
PSA
52

283
1305
107
785
5790


68.0065
QWVLTAAHCIRNKSV
13189
15
Human
PSA
54

214
2598
967
2169
4171


68.0066
AHCIRNKSVILLGRH
13190
15
Human
PSA
60

2573
104
715
93
160


68.0067
SVILLGRHSLFHPED
13191
15
Human
PSA
67


500
5216
96
91


68.0068
VILLGRHSLFHPEDT
13192
15
Human
PSA
68


737
18,520
344
56


68.0158
HSLFHPEDTGQVFQV
13193
15
Human
PSA
74








68.0069
GQVFQVSHSFPHPLY
13194
15
Human
PSA
83

27
548
33
103
557


68.0070
VFQVSHSFPHPLYDM
13195
15
Human
PSA
85

51
8751
17
881
2477


68.0071
PHPLYDMSLLKNRFL
13196
15
Human
PSA
93

10,699

12,836

487


68.0072
SHDLMLLRLSEPAEL
13197
15
Human
PSA
114

58
3538
64
4471
737


68.0073
HDLMLLRLSEPAELT
13198
15
Human
PSA
115

152
3914
22
2141
520


68.0074
TDAVKVMDLPTQEPA
13199
15
Human
PSA
129








68.0077
LHVISNDVCAQVHPQ
13200
15
Human
PSA
172

17,451






68.0078
CAQVHPQKVTKFMLC
13201
15
Human
PSA
180


8731

18,490
2698


68.0079
GGPLVCNGVLQGITS
13202
15
Human
PSA
210


9334
16,308
1828
3745


68.0080
GPLVCNGVLQGITSW
13203
15
Human
PSA
211

4893
4187

915
1876


68.0081
NGVLQGITSWGSEPC
13204
15
Human
PSA
216

485
5874
819
9724
2716


68.0082
RPSLYTKVVHYRKWI
13205
15
Human
PSA
235

652
39
5484
350
4160


68.0083
PRWLCAGALVLAGGF
13206
15
Human
PSM
18

766

1439

4596


68.0084
LGFLFGWFIKSSNEA
13207
15
Human
PSM
35

2261
1421
1701
7303
475


68.0085
LDELKAENIKKFLYN
13208
15
Human
PSM
62

7470
1248
12,778
324
368


68.0086
IKKFLYNFTQIPHLA
13209
15
Human
PSM
70

29
512
160
137
552


68.0087
KFLYNFTQIPHLAGT
13210
15
Human
PSM
72

30
415
54
91
1244


68.0088
WKEFGLDSVELAHYD
13211
15
Human
PSM
100

3511
19,971
7052
4935



68.0089
LAHYDVLLSYPNKTH
13212
15
Human
PSM
110

3617
415
1009
380
7286


68.0165
YISIINEDGNEIFNT
13213
15
Human
PSM
127








68.0166
ISIINEDGNEIFNTS
13214
15
Human
PSM
128





10,651


68.0090
GNEIFNTSLFEPPPP
13215
15
Human
PSM
135



10,415




68.0167
EDFFKLERDMKINCS
13216
15
Human
PSM
183

8550
1439

10,433



68.0168
FFKLERDMKINCSGK
13217
15
Human
PSM
185


8109

9687
6936


68.0096
GKVFRGNKVKNAQLA
13218
15
Human
PSM
206

2350
4121

894



68.0097
GNKVKNAQLAGAKGV
13219
15
Human
PSM
211



7882




68.0170
GVILYSDPADYFAPG
13220
15
Human
PSM
224

7848

2473

1078


68.0100
EYAYRRGIAEAVGLP
13221
15
Human
PSM
276

70
596
67
2590
12,280


68.0101
AEAVGLPSIPVHPIG
13222
15
Human
PSM
284

2015



700


68.0102
AVGLPSIPVHPIGYY
13223
15
Human
PSM
286

1080
4432
15,377

384


68.0103
IGYYDAQKLLEKMGG
13224
15
Human
PSM
297


8236





68.0105
TGNFSTQKVKMHIHS
13225
15
Human
PSM
334

9407
10,282
1450
11,856
11,638


68.0107
TRIYNVIGTLRGAVE
13226
15
Human
PSM
353

4806
70
2900
45
502


68.0173
GAAVVHEIVRSFGTL
13227
15
Human
PSM
391





517


68.0176
NSRLLQERGVAYINA
13228
15
Human
PSM
438

7997
3224
2616
12,812
620


68.0109
ERGVAYINADSSIEG
13229
15
Human
PSM
444








68.0110
GVAYINADSSIEGNY
13230
15
Human
PSM
446

6244

3048

5493


68.0177
VAYINADSSIEGNYT
13231
15
Human
PSM
447

9745

5467

8247


68.0111
DSSIEGNYTLRVDCT
13232
15
Human
PSM
453

14,458



8939


68.0112
NYTLRVDCTPLMYSL
13233
15
Human
PSM
459


6323

7116
594


68.0113
CTPLMYSLVHNLTKE
13234
15
Human
PSM
466

140
223
249
590
1728


68.0114
DFEVFFQRLGIASGR
13235
15
Human
PSM
520


122
2005
128
2005


68.0115
EVFFQRLGIASGRAR
13236
15
Human
PSM
522

5311
6.3
2976
31
2941


68.0116
TNKFSGYPLYHSVYE
13237
15
Human
PSM
543


614
741

4482


68.0117
YDPMFKYHLTVAQVR
13238
15
Human
PSM
566

158
172
179
252
240


68.0118
DPMFKYHLTVAQVRG
13239
15
Human
PSM
567

168
43
258
69
470


68.0119
MFKYHLTVAQVRGGM
13240
15
Human
PSM
569

72
70
266
147
482


68.0120
KYHLTVAQVRGGMVF
13241
15
Human
PSM
571

228
1519
5860
859
6376


68.0121
VAQVRGGMVFELANS
13242
15
Human
PSM
576

4449

499

7605


68.0122
RGGMVFELANSIVLP
13243
15
Human
PSM
580

41
8682
33

208


68.0123
GMVFELANSIVLPFD
13244
15
Human
PSM
582

30
4995
81

98


68.0124
VFELANSIVLPFDCR
13245
15
Human
PSM
584

39

50
11,765
525


68.0125
ADKIYSISMKHPQEM
13246
15
Human
PSM
608

4098
1136
3512
169
9246


68.0126
IYSISMKHPQEMKTY
13247
15
Human
PSM
611

11,573
1357
12,293
213
11,436


68.0127
PQEMKTYSVSFDSLF
13248
15
Human
PSM
619

1192

1981

5347


68.0128
TYSVSFDSLFSAVKN
13249
15
Human
PSM
624

346
2256
526
5981
5277


68.0130
VLRMMNDQLMFLERA
13250
15
Human
PSM
660

17,334
1700
10,684
2353
98


68.0131
LRMMNDQLMFLERAF
13251
15
Human
PSM
661

17,507
2492
4601
1833
280


68.0181
DQLMFLERAFIDPLG
13252
15
Human
PSM
666





146


68.0133
RHVIYAPSSHNKYAG
13253
15
Human
PSM
688


11,667
481
13,363
7082


68.0134
RQIYVAAFTVQAAAE
13254
15
Human
PSM
730

292
36
91
35
609


68.0135
QIYVAAFTVQAAAET
13255
15
Human
PSM
731

324
102
65
34
934


68.0136
VAAFTVQAAAETLSE
13256
15
Human
PSM
734

793
1420
127
2126
4461

















DRB5


Peptide
Sequence
SEQ ID NO
AA
Organism
Protein
Position
Analog
DRB1 *1302
DRB1 *1501
DRB3 *0101
DRB4 *0101
*0101





F116.01
MDIDPYKEFGATVELLSFLPSDFFP
12669
25
HBV
core
1

2415






F209.01
LETTMRSPVFTDNSSPPVVP
12670
20
HCV



125
16,646
2351
656



F209.02
AYAAQGYKVLVLNPSVAA
12671
18
HCV



9.1
873
1541
59
12,098


F209.03
TPAETTVRLRAYMNTPGLPV
12672
20
HCV



562
8.6
10,289
16
6815


F209.04
ENLPYLVAYQATVCARAQAP
12673
20
HCV



457
30

8.5
135


F209.05
GIQYLAGLSTLPGNPAIA
12674
18
HCV



5665
378

47
6785


F209.06
KGGRKPARLIVFPDLGVRVC
12675
20
HCV



33
50
3336
5.8
535


F209.07
CGKYLFNWAVRTKLKLTPIA
12676
20
HCV



118
122
8776
455
125


90.0062
NGWFYVEAVIDRQTG
12677
15
HPV
E1
15

4874


14
558


90.0075
TGWFEVEAVIERRTG
12678
15
HPV
E1
15





362


90.0029
NGWFYVEAVVEKKTG
12679
15
HPV
E1
16

5491


4759
116


90.0126
EDEIDTDLDGFIDDS
12680
15
HPV
E1
40

67
270

823
2127


90.0077
LLEFIDDSMENSIQA
12681
15
HPV
E1
47


6118

734



89.0078
VDFIDTQLSICEQAE
12682
15
HPV
E1
48

1548
609

471
1518


90.0031
VDFIVNDNDYLTQAE
12683
15
HPV
E1
49

204


718



90.0078
ENSIQADTEAARALF
12684
15
HPV
E1
56








89.0022
QAELETAQALFHAQE
12685
15
HPV
E1
60

2779


72
1947


89.0114
GQQLLQVQTAHADKQ
12686
15
HPV
E1
66

62


1178



89.0115
QQLLQVQTAHADKQT
12687
15
HPV
E1
67


10,458

932
86


89.0001
HALFTAQEAKQHRDA
12688
15
HPV
E1
68





7160


90.0047
AQEVHNDAQVLHVLK
12689
15
HPV
E1
72

597
2545

143



89.0093
EDDLHAVSAVICRICET
12690
15
HPV
E1
76

8214
5157

2302
35


90.0048
GERLEVDTELSPRLQ
12691
15
HPV
E1
100








90.0129
QQTVCREGVKRRLIL
12692
15
HPV
E1
100




11



90.0064
LKAICIENNSKTAKR
12693
15
HPV
E1
109

144
359

85
1029


90.0032
LKAICIEKQSRAAKR
12694
15
HPV
E1
110

2129
2057

29
2425


89.0039
NTEVETQQMVQVEEQ
12695
15
HPV
E1
135




676



89.0059
NTEVETQQMVQQVES
12696
15
HPV
E1
135

8334


296



89.0002
NTEVETQQMLQVEGR
12697
15
HPV
E1
136

2327
15,460

658



89.0040
MVQVEEQQTTLSCNG
12698
15
HPV
E1
143




129



89.0041
LYGVSFMELIRPFQS
12699
15
HPV
E1
194


1553

2.2
6040


89.0003
LNVLKTSNAKAAMLA
12700
15
HPV
E1
195

8.9
145

509
768


89.0140
TLLYKFKEAYGVSFM
12701
15
HPV
E1
199

192


2306



89.0094
TVLFKFKETYGVSFM
12702
15
HPV
E1
202

846
11,089

3087
431


89.0060
AYGISFMELVRPFKS
12703
15
HPV
E1
207

4488
1824

31
3028


89.0095
TYGVSFMELVRPFKS
12704
15
HPV
E1
210

598
592

389
9070


90.0050
MLAVFKDTYGLSFTD
12705
15
HPV
E1
214

1245
316


18,269


89.0042
DWCVAAFGVTGTVAE
12706
15
HPV
E1
215


64

601
8655


89.0079
DWVMAIFGVNPTVAE
12707
15
HPV
E1
228

60
26

6.5
247


89.0080
VMAIFGVNPTVAEGF
12708
15
HPV
E1
230

33
118

80
19,417


90.0051
VRNFKSDKTTCTDWV
12709
15
HPV
E1
230

394
249





89.0081
MAIFGVNPTVAEGFK
12710
15
HPV
E1
231

35
1047

426
9516


89.0096
DWCIIGMGVTPSVAE
12711
15
HPV
E1
231

4343
8308

190



89.0097
WCIIGMGVTPSVAEG
12712
15
HPV
E1
232

2090


296



89.0119
LKTIIKPHCMYYHMQ
12713
15
HPV
E1
238

104
17,411

1682



89.0023
VTAIFGVNPTIAEGF
12714
15
HPV
E1
244

193
5699

544



89.0061
LKVLIKQHSLYTHLQ
12715
15
HPV
E1
244

30
18

11
1942


89.0082
FKTLIKPATLYAHIQ
12716
15
HPV
E1
244

45
1611

20
2431


89.0142
LKVLIKQHSIYTHLQ
12717
15
HPV
E1
244

448






89.0024
TAIFGVNPTIAEGFK
12718
15
HPV
E1
245

118
11,454

592
17,868


89.0083
KTLIKPATLYAHIQC
12719
15
HPV
E1
245

132
654

51
5230


89.0098
LKVLIQPYSIYAHLQ
12720
15
HPV
E1
247

677
79

1133
993


89.0043
ACSWGMVMLMLVRFK
12721
15
HPV
E1
248

244
5088

467
5633


89.0044
SWGMVMLMLVRFKCA
12722
15
HPV
E1
250

975
12,502

1438
5057


89.0025
FKTLIQPFILYAHIQ
12723
15
HPV
E1
258

1151
20

9.6
8428


89.0062
DRGIIILLLIRFRCS
12724
15
HPV
E1
263


14,410

7561



89.0063
RGIIILLLIRFRCSK
12725
15
HPV
E1
264

352
431

283



89.0099
DRGVLILLLIRFKCG
12726
15
HPV
E1
266

3644
426

169
83


89.0004
ACSWGMVVLLLVRYK
12727
15
HPV
E1
268

355
870

1520



89.0005
SWGMVVLLLVRYKCG
12728
15
HPV
E1
270

727
4149

4203



89.0045
EKLLEKLLCISTNCM
12729
15
HPV
E1
271

823
6124

1060



89.0123
RKTIAKALSSILNVP
12730
15
HPV
E1
274




746
6637


89.0026
DCKWGVLILALLRYK
12731
15
HPV
E1
275

786
410

213
1124


89.0027
KWGVLILALLRYKCG
12732
15
HPV
E1
277

571
3743

889
569


89.0064
KNRLTVAKLMSNLLS
12733
15
HPV
E1
278

14
172

25
3462


89.0065
RLTVAKLMSNLLSIP
12734
15
HPV
E1
280

7.2
9.5

4.0
498


89.0046
TNCMLIQPPKLRSTA
12735
15
HPV
E1
282

5099
5121

479
111


89.0100
RLTVSKLMSQLLNIP
12736
15
HPV
E1
283

7.3


4819



89.0047
CMLIQPPKLRSTAAA
12737
15
HPV
E1
284

3613
2645

567
904


89.0066
AKLMSNLLSIPETCM
12738
15
HPV
E1
284

12
3432

421



89.0101
VSKLMSQLLNIPETH
12739
15
HPV
E1
286

9527






89.0006
RETIEKLLSKLLCVS
12740
15
HPV
E1
287

600
232

1048
7068


89.0067
SNLLSIPETCMVIEP
12741
15
HPV
E1
288

350
510

963



89.0124
QEQMLIQPPKIRSPA
12742
15
HPV
E1
289




1640
441


89.0007
EKLLSKLLCVSPMCM
12743
15
HPV
E1
291

124
12,139

720



89.0102
SQLLNIPETHMVIEP
12744
15
HPV
E1
291




807



89.0028
RLTVAKGLSTLLHVP
12745
15
HPV
E1
294

675
145

406
1708


89.0084
ETCMLIEPPKLRSSV
12746
15
HPV
E1
295

481
227

48
588


90.0083
ETCMVIEPPKLRSQT
12747
15
HPV
E1
295


670

16
124


89.0103
ETHMVIEPPKLRSAT
12748
15
HPV
E1
298

1460
4143

3913
2870


90.0034
PMCMMIEPPKLRSTA
12749
15
HPV
E1
302

1576
3341

196
271


89.0029
ETCMLIQPPKLRSSV
12750
15
HPV
E1
309

3053
1703

81
115


89.0048
TPEWIERQTVLQHSF
12751
15
HPV
E1
316

5477
6064

19



89.0049
PEWIERQTVLQHSFN
12752
15
HPV
E1
317

938
12,125

2.0



89.0009
LYWYKTGISNISEVY
12753
15
HPV
E1
319

319
5772

317
634


89.0069
TPEWIDRLTVLQHSF
12754
15
HPV
E1
329

8860
3835

122



90.0035
ISEVYGDTPEWIQRQ
12755
15
HPV
E1
329

6.9


1070



89.0070
PEWIDRLTVLQHSFN
12756
15
HPV
E1
330

1190
982

13



89.0050
DTTFDLSQMVQWAYD
12757
15
HPV
E1
332


918

154



89.0104
TPEWIEQQTVLQHSF
12758
15
HPV
E1
332


13,043


5460


89.0105
PEWIEQQTVLQHSFD
12759
15
HPV
E1
333

1314
11,305

980



89.0010
TPEWIQRQTVLQHSF
12760
15
HPV
E1
336

2102


33
4118


90.0052
ISEVMGDTPEWIQRL
12761
15
HPV
E1
336

9.0
6834

2042



89.0011
PEWIQRQTVLQHSFN
12762
15
HPV
E1
337

473
8858

4.5
11,808


90.0152
QHSFNDDIFDLSEMI
12763
15
HPV
E1
340

17
688

2.1



89.0030
TPEWIQRLTIIQHGI
12764
15
HPV
E1
343

413
17,631

6.8
5893


89.0031
PEWIQRLTIIQHGID
12765
15
HPV
E1
344

558
3425

3.3
240


90.0069
DNDVMDDSEIAYKYA
12766
15
HPV
E1
346


8224





89.0106
NSIFDFGEMVQWAYD
12767
15
HPV
E1
348

532
9975

3951



89.0051
DSEIAYKYAQLADSD
12768
15
HPV
E1
352


1091

1343



89.0130
DSQIAFQYAQLADVD
12769
15
HPV
E1
359




14
17,083


90.0085
DNELTDDSDIAYYYA
12770
15
HPV
E1
359


1060





90.0036
QWAYDNDIVDDSEIA
12771
15
HPV
E1
362








90.0117
DHDITDDSDIAYKYA
12772
15
HPV
E1
362

535


577
6834


89.0071
DSDIAYYYAQLADSN
12773
15
HPV
E1
365


13

978



89.0085
ESDMAFQYAQLADCN
12774
15
HPV
E1
365

224
7421

48
7686


90.0037
DNDIVDDSEIAYKYA
12775
15
HPV
E1
366


10,359





89.0072
IAYYYAQLADSNSNA
12776
15
HPV
E1
368


97

2392



89.0108
DIAYKYAQLADVNSN
12777
15
HPV
E1
370




295
150


89.0012
DSEIAYKYAQLADTN
12778
15
HPV
E1
372


3439

275
19,647


90.0070
QAKIVKDCGTMCRHY
12779
15
HPV
E1
378


8632


6630


90.0055
ESDMAFEYALLADSN
12780
15
HPV
E1
379

1851
428

165
13,102


90.0139
QAKYVKDCGIMCRHY
12781
15
HPV
E1
385

0.44
976

7.3



90.0086
QAKIVKDCGIMCRHY
12782
15
HPV
E1
391

719
2502

5415



90.0103
QAKYLKDCAVMCRHY
12783
15
HPV
E1
391

2482
978

315
499


90.0038
QAKIVKDCATMCRHY
12784
15
HPV
E1
398





8388


89.0052
VKFLRYQQIEFVSFL
12785
15
HPV
E1
423

24
535

2.0
11,212


89.0053
VSFLSALKLFLKGVP
12786
15
HPV
E1
434

1320
1451

23
1293


89.0013
GGDWKQIVMFLRYQG
12787
15
HPV
E1
436

899
176

7.9
14


89.0054
LKLFLKGVPKKNCIL
12788
15
HPV
E1
440

3385
3355

619
385


89.0014
VMFLRYQGVEFMSFL
12789
15
HPV
E1
443

278
30

13
701


89.0132
FLSYFKLFLQGTPKH
12790
15
HPV
E1
443

1298


8.7



89.0133
YFKLFLQGTPKHNCL
12791
15
HPV
E1
446

193


81



89.0134
FKLFLQGTPICHNCLV
12792
15
HPV
E1
447

262
564

1636



89.0055
KNCILIHGAPNTGKS
12793
15
HPV
E1
450

8907
1400

577



89.0015
VEFMSFLTALKRFLQ
12794
15
HPV
E1
451

9817
1836

42
19


89.0073
FKKFLKGIPKKSCML
12795
15
HPV
E1
453

2658
508

2218
66


89.0086
LKEFLKGTPKKNCIL
12796
15
HPV
E1
453

6610
7808

2415
4661


89.0033
IEFITFLGALKSFLK
12797
15
HPV
E1
458


77

44
34


89.0016
LKRFLQGIPKKNCIL
12798
15
HPV
E1
460


3621

1702
5.5


89.0034
ITFLGALKSFLKGTP
12799
15
HPV
E1
461


128

1497
19


89.0056
GKSYFGMSLISFLQG
12800
15
HPV
E1
462

1343
4785

1958



89.0074
SCMLICGPANTGKSY
12801
15
HPV
E1
464

2434
3344

1258
16,006


89.0087
NCILLYGPANTGKSY
12802
15
HPV
E1
464

1378
66

676
6465


89.0035
LKSFLKGTPKKNCLV
12803
15
HPV
E1
467

430
5187

4738
664


89.0017
NCILLYGAANTGKSL
12804
15
HPV
E1
471

2117
526

525
442


89.0018
ILLYGAANTGKSLFG
12805
15
HPV
E1
473

2694
167

5056
1578


89.0075
GKSYFGMSLIQFLKG
12806
15
HPV
E1
475

1032
1050

372
411


89.0146
GKSYFGMSLIHFLKG
12807
15
HPV
E1
475




2080



89.0135
LIKFFQGSVISFVNS
12808
15
HPV
E1
477

71


3731



89.0136
IKFFQGSVISFVNSQ
12809
15
HPV
E1
478

11


745
5504


89.0019
GKSLFGMSLMKFLQG
12810
15
HPV
E1
482

2033
2775

369
513


89.0020
KSLFGMSLMKFLQGS
12811
15
HPV
E1
483

4674
2106

449
1192


89.0088
FIHFLQGAIISFVNS
12812
15
HPV
E1
483

1590
843

1682



89.0076
IQFLKGCVISCVNSK
12813
15
HPV
E1
484

609
403

1021
2460


89.0089
IHFLQGAIISFVNSN
12814
15
HPV
E1
484

442
54

272



89.0147
IHFLKGCIISYVNSK
12815
15
HPV
E1
484




1357



89.0036
FIHFIQGAVISFVNS
12816
15
HPV
E1
497

97
677

130
6018


89.0037
IHFIQGAVISFVNST
12817
15
HPV
E1
498

296
6976

155



90.0087
KIGMIDDVTPISWTY
12818
15
HPV
E1
510

9.8
4465

3115



90.0105
KVAMLDDATHTCWTY
12819
15
HPV
E1
510


2231

21



90.0040
KIGMLDDATVPCWNY
12820
15
HPV
E1
517




2079



89.0090
CWTYFDNYMRNALDG
12821
15
HPV
E1
521


2178

2040
7274


89.0137
RNLVDGNPISLDRKH
12822
15
HPV
E1
524




992



90.0059
KVAMLDDATTTCWTY
12823
15
HPV
E1
524

2930
10,714

477



90.0041
CWNYIDDNLRNALDG
12824
15
HPV
E1
528








89.0057
LMQLKCPPLLITSNI
12825
15
HPV
E1
534

123
160

68



89.0138
LVQIKCPPLLITTNI
12826
15
HPV
E1
541




18



89.0077
LVQLKCPPLLLTSNT
12827
15
HPV
E1
547

2005
774

307
4485


89.0091
LLQLKCPPILLTSNI
12828
15
HPV
E1
547

3085
1081

122



89.0139
PPLLITTNINPMLDA
12829
15
HPV
E1
547


4780

313
5021


89.0058
DDRWPYLHSRLVVFT
12830
15
HPV
E1
553

2189
284

297



89.0021
LVQLKCPPLLITSNI
12831
15
HPV
E1
554

423
1533

234



89.0038
LIQLKCPPILLTTNI
12832
15
HPV
E1
561


6801

158



89.0113
DPRWPYLHSRLVVFH
12833
15
HPV
E1
569

13
2949

98
1789


89.0092
VTVFTFPHAFPFDKN
12834
15
HPV
E1
576


63

1496
226


90.0106
PHAFPFDKNGNPVYE
12835
15
HPV
E1
582

1392
2786

1645



90.0144
RLNLDNDEDKENNGD
12836
15
HPV
E1
606

1391
581

25
745


1601.21
LSQRLNVCQDKILEH
12837
15
HPV
E2
4




5030



90.0160
RLNVCQDKILTHYEN
12838
15
HPV
E2
7

96
3800

0.61
1639


1601.01
YENDSTDLRDHIDYW
12839
15
HPV
E2
19



8545
425



1601.29
LDHYENDSKDINSQI
12840
15
HPV
E2
22



2049
554



90.0021
HWKLIRMECAIMYTA
12841
15
HPV
E2
32

54
3840

161
3072


90.0199
WKLIRMECALLYTAK
12842
15
HPV
E2
33

98
509

62
3628


90.0230
WKAVRHENVLYYKAR
12843
15
HPV
E2
33

264
129

189
762


90.0245
WKLIRMECAIMYTAR
12844
15
HPV
E2
33

116
2111

27
1243


1601.44
KHIRLLECVLMYKARE
12845
16
HPV
E2
34

418
74
1077
39
1632


89.0179
LIRMECALLYTAKQM
12846
15
HPV
E2
35








90.0022
LIRMECAIMYTARQM
12847
15
HPV
E2
35

241
1482

158
6468


90.0211
WQLIRLENAILFTAR
12848
15
HPV
E2
39

2.7
44

20
445


90.0002
LIRLENAILFTAREH
12849
15
HPV
E2
41

51
2069

339
4272


90.0010
ITHIGHQVVPPMAVS
12850
15
HPV
E2
51

1049
10,067

1218



89.0168
NHQVVPALSVSKAKA
12851
15
HPV
E2
55

900
7342





90.0011
GHQVVPPMAVSKAKA
12852
15
HPV
E2
55

2582
10,923

66
5316


89.0169
HQVVPALSVSKAKAL
12853
15
HPV
E2
56

881






90.0012
HQVVPPMAVSKAKAC
12854
15
HPV
E2
56

908


645
5787


90.0023
HQVVPSLVASKTKAF
12855
15
HPV
E2
56

365






89.0150
TLAVSKNKALQAIEL
12856
15
HPV
E2
61

1286


36



89.0170
ALSVSKAKALQAIEL
12857
15
HPV
E2
61

1626






90.0013
PMAVSKAKACQAIEL
12858
15
HPV
E2
61

535
16,593

1590
12,785


89.0159
AYNISKSKAHKAIEL
12859
15
HPV
E2
65








89.0151
NKALQAIELQLTLET
12860
15
HPV
E2
67

1801


32
462


89.0171
AKALQAIELQMMLET
12861
15
HPV
E2
67

506
8485

2550
284


1601.30
PINISKSKAHKAIEL
12862
15
HPV
E2
67

309
231

1724
452


89.0181
AFQVIELQMALETLS
12863
15
HPV
E2
69

142


349
1690


90.0024
AFQVIELQMALETLN
12864
15
HPV
E2
69

89
378

11



89.0182
FQVIELQMALETLSK
12865
15
HPV
E2
70


13,991


3511


90.0014
CQAIELQLALEALNK
12866
15
HPV
E2
70

214
200

14
1905


90.0018
CSAIEVQIALESLST
12867
15
HPV
E2
70

617


29



90.0025
FQVIELQMALETLNA
12868
15
HPV
E2
70

187
449

15



89.0160
HKAIELQMALQGLAQ
12869
15
HPV
E2
74

3956
1285

3473



89.0183
ELQMALETLSKSQYS
12870
15
HPV
E2
74

4300
1379


10,600


90.0231
EVQIALESLSTTIYN
12871
15
HPV
E2
74

4.3
1152

39



90.0004
HKAIELQMALKGLAQ
12872
15
HPV
E2
76

337
6582

1.0
57


1601.22
QMMLETLNNTEYKNE
12873
15
HPV
E2
76

14,655


555



1601.03
LETIYNSQYSNEKWT
12874
15
HPV
E2
79

6796
563

17,739
208


90.0005
ELQMALKGLAQSKYN
12875
15
HPV
E2
80

10,028


192
475


90.0232
TTIYNNEEWTLRDTC
12876
15
HPV
E2
84

1011
10,197





90.0179
QSRYKTEDWTLQDTC
12877
15
HPV
E2
88

71
345

133



1601.23
PTGCLKKHGYTVEVQ
12878
15
HPV
E2
106

82
1714

7471



90.0026
QKCFKKKGITVTVQY
12879
15
HPV
E2
107

837


1308



90.0167
TVEVQFDGDICNTMH
12880
15
HPV
E2
116

39
5077

235



1601.04
DICNTMHYTNWTHIY
12881
15
HPV
E2
124

1039
2132
7200
6054



1601.09
GNKDNCMTYVAWDSV
12882
15
HPV
E2
127


461

41



90.0202
GEIYIIEEDTCTMVT
12883
15
HPV
E2
135

426


322



90.0214
MNYVVWDSIYYITET
12884
15
HPV
E2
135

17
3086

769
18,262


90.0250
SEIYIIEETTCTLVA
12885
15
HPV
E2
135

399
5267

231



90.0203
EIYIIEEDTCTMVTG
12886
15
HPV
E2
136

577
6503

1738



90.0251
EIYIIEETTCTLVAG
12887
15
HPV
E2
136

1115
15,184

1095



1601.10
VAWDSVYYMTDAGTW
12888
15
HPV
E2
136



344
2178



90.0204
IYIIEEDTCTMVTGK
12889
15
HPV
E2
137

994
18,667

1262



90.0182
SVYYMTDAGTWDKTA
12890
15
HPV
E2
140

14
43

7.0



90.0252
CTLVAGEVDYVGLYY
12891
15
HPV
E2
145

714


20



90.0171
GLYYVHEGIRTYFVQ
12892
15
HPV
E2
156

532
1624

1.9



90.0226
GLYYWCDGEKIYFVK
12893
15
HPV
E2
156

3282
1296





1601.05
VHEGIRTYFVQFKDD
12894
15
HPV
E2
160

16,900
38
9916
1803



90.0216
GVYYIKDGDTTYYVQ
12895
15
HPV
E2
163

269






90.0205
YFKYFKEDAAKYSKT
12896
15
HPV
E2
167


3906


4663


90.0253
YFKYFKEDAKKYSKT
12897
15
HPV
E2
167





289


90.0206
FKYFKEDAAKYSKTQ
12898
15
HPV
E2
168

1704
865


314


1601.11
EKYGNTGTWEVHFGN
12899
15
HPV
E2
181








90.0237
IWEVHMENESIYCPD
12900
15
HPV
E2
183

1962


1263



89.0184
EVHVGGQVIVCPTSI
12901
15
HPV
E2
185








90.0015
EVHVGGQVIVCPASV
12902
15
HPV
E2
185

152


389



90.0238
EVHMENESIYCPDSV
12903
15
HPV
E2
185

2374
516





89.0173
GQVIVFPESVFSSDE
12904
15
HPV
E2
190








89.0185
GQVIVCPTSISSNQI
12905
15
HPV
E2
190

1328
3765

1753
2484


90.0016
GQVIVCPASVSSNEV
12906
15
HPV
E2
190

94
461

197
8644


90.0027
SRVIVCPTSIPSDQI
12907
15
HPV
E2
190

1999






90.0195
ESVFSSDEISFAGIV
12908
15
HPV
E2
197

235
1979

1316



1601.06
SNEVSSPEIIRQHLA
12909
15
HPV
E2
202

6877
5364

13



1601.45
SDEISFAGIVTKLPT
12910
15
HPV
E2
202

1062
791

14,194
408


89.0174
EISFAGIVTKLPTAN
12911
15
HPV
E2
204

2508
8142
70




89.0175
FAGIVTKLPTANNTT
12912
15
HPV
E2
207

129
2551
1792
1204



1601.13
SDDTVSATQLVKQLQ
12913
15
HPV
E2
208

16,469


26



1601.31
STSDDTVSATQIVRQ
12914
15
HPV
E2
208




446



89.0162
DDTVSATQLVKQLQH
12915
15
HPV
E2
209

73
601

128
578


89.0155
RQHLANHPAATHTKA
12916
15
HPV
E2
212

878
8661





89.0163
TVSVGTAKTYGQTSA
12917
15
HPV
E2
231


8709

229



90,0208
TKLFCADPALDNRTA
12918
15
HPV
E2
241








89,0186
DPALDNRTARTATNC
12919
15
HPV
E2
247

1405



385


1601.07
PCHTTKLLHRDSVDS
12920
15
HPV
E2
250




672



89.0156
RDSVDSAPILTAFNS
12921
15
HPV
E2
259

25
4838

1306



1601.34
GRVNTHVHNPLLCSS
12922
15
HPV
E2
262

865
625

5985



89.0165
NPLLGAATPTGNNKR
12923
15
HPV
E2
264


414

10,358



1601.24
DSVDSVNCGVISAAA
12924
15
HPV
E2
265

736


8706



1601.16
KRRKLCSGNTTPIIH
12925
15
HPV
E2
277

7.6
9334


4978


1601.08
NCNSNTTPIVHLKGD
12926
15
HPV
E2
280

353


2637



1601.35
NKRRKVCSGNTTPII
12927
15
HPV
E2
280

9.0






90.0255
IVHLKGDPNSLKCLR
12928
15
HPV
E2
281

574
7826

1586
2557


1601.43
RKVCSGNTTPIIHLK
12929
15
HPV
E2
283

11
8050

2103
18,019


1601.17
TTPIIHKLGDRNSLK
12930
15
HPV
E2
286

1484
382
10,978
19
5566


1601.37
NTTPIIHLKGDKNSL
12931
15
HPV
E2
289

5443
11,362

75



90.0228
IIHLKGDPNSLKCLR
12932
15
HPV
E2
290

163
497

1903
1334


1601.25
TTPIIHLKGDANILK
12933
15
HPV
E2
292

527
205
4755
49



90.0218
IIHLKGDKNSLKCLR
12934
15
HPV
E2
293

1330
137

1441
9924


90.0197
IIHLKGDANILKCLR
12935
15
HPV
E2
295

66
476

713
2463


1601.26
LKGDANILKCLRYRL
12936
15
HPV
E2
298

6898
609
3193
6222



89.0157
HCTLYTAVSSTWHWT
12937
15
HPV
E2
308

867






90.0019
RYRFQKYKTLFVDVT
12938
15
HPV
E2
308

2166
590

4112
385


90.0241
YKTLFVDVTSTYHWT
12939
15
HPV
E2
314

71
3531


5498


90.0210
TVTFVTEQQQQMFLG
12940
15
HPV
E2
322




845



1601.38
STWHWTGCNKNTGIL
12941
15
HPV
E2
322

487



16,519


1601.18
AGNEKTGILTVTYHS
12942
15
HPV
E2
325


2810

932



89.0187
QQQMFLGTVKIPPTV
12943
15
HPV
E2
330

3338
1001

1585



89.0188
QMFLGTVKIPPTVQI
12944
15
HPV
E2
332

129
208

13
4494


90.0028
LNTVKIPPTVQISTG
12945
15
HPV
E2
340

778
12,061





1601.19
EKQRTKFLNTVAIPD
12946
15
HPV
E2
340

257


6454



1601.27
TYISTSQRDDFLNTV
12947
15
HPV
E2
343

16,651

6619
480



1601.20
FLNTVAIPDSVQILV
12948
15
HPV
E2
346

90
8957
91
446



1601.39
RNTFLDVVTIPNSVQ
12949
15
HPV
E2
346

214
17,014
12,009
136



89.0158
LSQVKIPKTITVSTG
12950
15
HPV
E2
347


1908





1601.40
FLDVVTIPNSVQISV
12951
15
HPV
E2
349

53
2156
17,646
2211



90.0017
LKTVKIPNTVQVIQG
12952
15
HPV
E2
350

33






90.0020
LSHVKIPVVYRLVWD
12953
15
HPV
E2
352

329
1529

22
1344


1601.28
DFLNTVKIPNTVSVS
12954
15
HPV
E2
352

131
2188

3526



1601.41
VVTIPNSVQISVGYM
12955
15
HPV
E2
352

139
3438

294



89.0178
LNTVKIPNTVSVSTG
12956
15
HPV
E2
354

103
12,730
245
2578



1601.42
TIPNSVQISVGYMTI
12957
15
HPV
E2
354

14
10
10,775
16
8328


85.0001
ECVYCKQQLLRREVY
12958
15
HPV
E6
36


3832

1365
2416


85.0024
SEVYDFAFADLTVVY
12959
15
HPV
E6
40


1149

1325
11,802


85.0138
YDFVFADLRIVYRDG
12960
15
HPV
E6
43

8173


10,907
11,161


85.0054
DFVFADLRIVYRDGN
12961
15
HPV
E6
44

162
1253

6709
8433


85.0041
RIVYRDNNPYGVCIM
12962
15
HPV
E6
51

119
821

1403



85.0002
CIVYRDGNPYAVCDK
12963
15
HPV
E6
58

1646
650





85.0022
CDLLIRCITCQRPLC
12964
15
HPV
E6
97


9567

1390



85.0031
NEILIRCIICQRPLC
12965
15
HPV
E6
97

7174
18,927

883



85.0032
IRCIICQRPLCPQEK
12966
15
HPV
E6
101

7295


510
15,154


85.0013
IRCLRCQKPLNPAEK
12967
15
HPV
E6
103


6928

611



1543.22
QERPRKLPQLCTELQ
12968
15
HPV
E6





81



1543.23
RGRWTGRCMSCCRSS
12969
15
HPV
E6





14,231



1543.24
LCTELQTTIHDIILE
12970
15
HPV
E6


5529


1044



1543.25
RREVYDFAFRDLCIV
12971
15
HPV
E6





2460
19,793


1543.26
RHLDKKQRFHNIRGR
12972
15
HPV
E6






5759


1543.27
QRFHNIRGRWTGRCM
12973
15
HPV
E6


5308
17,214

4553
919


1543.28
HNIRGRWTGRCMSCC
12974
15
HPV
E6


2841
1410

1835
8982


1543.29
WTGRCMSCCRSSRTR
12975
15
HPV
E6


1909


12,260
18,771


1543.30
RCMSCCRSSRTRRET
12976
15
HPV
E6






2225


1543.31
MSCCRSSRTRRETQL
12977
15
HPV
E6






4734


1543.32
TNTGLYNLLIRCLRC
12978
15
HPV
E6


719
36
19,877
366
3656


1543.34
TELNTSLQDIEITCV
12979
15
HPV
E6


7074


922



1543.35
EVFEFAFKDLFVVYR
12980
15
HPV
E6


165
1522

316



1543.37
TGRCIACWRRPRTET
12981
15
HPV
E6


2771
84
5961
225
6047


1543.39
CQALETTIHNIELQC
12982
15
HPV
E6





15
3430


1543.40
FHSIAGQYRGQCNTC
12983
15
HPV
E6



574

1296
43


1543.41
QYRGQCNTCCDQARQ
12984
15
HPV
E6





17,824
5440


1543.42
TRPRTLHELCEVLEE
12985
15
HPV
E6





2591



1543.46
GCWRQTSREPRESTV
12986
15
HPV
E6






4269


1543.48
SEVYDFVFADLRIVY
12987
15
HPV
E6


46
15,336
558
1420
2347


1543.54
RVCLLFYSKVRKYRY
12988
15
HPV
E6


89
717
868
7745
3852


1543.55
HGWTGSCLGCWRQTS
12989
15
HPV
E6


7422


13,949



1543.56
CLGCWRQTSREPRES
12990
15
HPV
E6






8505


1543.57
IMCLRELSKISEYRH
12991
15
HPV
E6


311
67
603
116
292


1543.58
YRHYQYSLYGKTLEE
12992
15
HPV
E6


26
2903

2544
640


1543.59
KERHVNANKRFHNIM
12993
15
HPV
E6


5.2
12,902

8483
502


1543.60
RFHNIMGRWTGRCSE
12994
15
HPV
E6


309
123
7835
1123
374


85.0092
DLRVVQQLLMGALTV
12995
15
HPV
E7
82


57
132
9.5
10,879


85.0101
QLLMGTCTIVCPSCA
12996
15
HPV
E7
82


5447
11,291
13,377



1543.03
EPDRAHYNIVTFCCK
12997
15
HPV
E7


411
5861
15,977

16,052


1543.04
LDLQPETTDLYCYEQ
12998
15
HPV
E7





17



1543.05
GVNHQHLPARRAEPQ
12999
15
HPV
E7





14,560



1543.07
SADDLRAFQQLFLNT
13000
15
HPV
E7


3135
129

270



1543.10
DYVLDLQPEATDLHC
13001
15
HPV
E7




245
69



1543.11
QSTQVDIRILQELLM
13002
15
HPV
E7


607


180



1543.12
EYVLDLYPEPTDLYC
13003
15
HPV
E7



13,012
734
159



1543.13
LYCYEQLSDSSDEDE
13004
15
HPV
E7





12,712



1543.14
YYIVTCCHTCNTTVR
13005
15
HPV
E7


434
2193
3209
379



1543.15
LCVNSTASDLRTIQQ
13006
15
HPV
E7


248


2111



1543.16
LLMGTVNIVCPTCAQ
13007
15
HPV
E7


249


2049



1543.17
LMGTVNIVCPTCAQQ
13008
15
HPV
E7


302
18,083

696
461


1543.18
DGVSHAQLPARRAEP
13009
15
HPV
E7





1929
392


1543.19
FLSTLSFVCPWCATN
13010
15
HPV
E7


4744
7003

140
6987


1543.20
EIVLHLEPQNELDPV
13011
15
HPV
E7


5352


713



1543.21
EDLRTLQQLFLSTLS
13012
15
HPV
E7


7.5
141

17



1543.43
PDGQAEQATSNYYIV
13013
15
HPV
E7









1543.44
TYCHSCDSTLRLCIH
13014
15
HPV
E7


8857

13,772
853



1543.45
CIHSTATDLRTLQQM
13015
15
HPV
E7


2988
15,020

159
2446


1543.51
EYILDLHPEPTDLFC
13016
15
HPV
E7


4746

83
8.2



1543.52
TCGTTVRLCINSTTT
13017
15
HPV
E7


406
3047
17,886
1377



1543.53
LMGTCTIVCPSCAQQ
13018
15
HPV
E7


4199


6774



9014.0015
NASLLIQNSIQNDTG
13019
15
Human
CEA
104
A







9014.0071
QNFIQNDTGFYTLHV
13020
15
Human
CEA
110
A







9014.0076
QNWIQNDTGFYTLHV
13021
15
Human
CEA
110
A







9014.0077
QNYIQNDTGFYTLHV
13022
15
Human
CEA
110
A







9014.0085
QNIIQNDVGFYTLHV
13023
15
Human
CEA
110
A







9014.0037
KPSFSSNNSKPVEDK
13024
15
Human
CEA
146
A







9014.0040
KPSLSSNNSKPVEDK
13025
15
Human
CEA
146
A







9014.0041
KPSVSSNNSKPVEDK
13026
15
Human
CEA
146
A







9014,0042
KPSWSSNNSKPVEDK
13027
15
Human
CEA
146
A







9014.0043
KPSYSSNNSKPVEDK
13028
15
Human
CEA
146
A







9014.0044
KPSISSNNAKPVEDK
13029
15
Human
CEA
146
A







58.0015
LWWVNNESLPVSPRL
13030
15
Human
CEA
177
A







9014.0054
RTTFKTITVSAELPK
13031
15
Human
CEA
488
A







9014.0058
RTTLKTITVSAELPK
13032
15
Human
CEA
488
A







9014.0059
RTTWKTITVSAELPK
13033
15
Human
CEA
488
A







9014.0060
RTTYKTITVSAELPK
13034
15
Human
CEA
488
A







9014.0065
RTTVKTITLSAELPK
13035
15
Human
CEA
488
A







9014.0088
GTDFKLRLPASPETH
13036
15
Human
Her2/neu
28
A







9014.0090
GTDIKLRLPASPETH
13037
15
Human
Her2/neu
28
A







9014.0094
GTDWKLRLPASPETH
13038
15
Human
Her2/neu
28
A







9014.0095
GTDYKLRLPASPETH
13039
15
Human
Her2/neu
28
A







9014.0096
GTDMKLRLAASPETH
13040
15
Human
Her2/neu
28
A







9014.0097
GTDMKLRLFASPETH
13041
15
Human
Her2/neu
28
A







9014.0098
GTDMKLRLHASPETH
13042
15
Human
Her2/neu
28
A







9014.0099
GTDMKLRLIASPETH
13043
15
Human
Her2/neu
28
A







9014.0100
GTDMKLRLLASPETH
13044
15
Human
Her2/neu
28
A







9014.0101
GTDMKLRLNASPETH
13045
15
Human
Her2/neu
28
A







9014.0102
GTDMKLRLSASPETH
13046
15
Human
Her2/neu
28
A







9014.0103
GTDMKLRLTASPETH
13047
15
Human
Her2/neu
28
A







9014.0104
GTDMKLRLVASPETH
13048
15
Human
Her2/neu
28
A







9014.0115
DMKLRLAASPETHLD
13049
15
Human
Her2/neu
30
A







9014.0116
DMKLRLFASPETHLD
13050
15
Human
Her2/neu
30
A







9014.0118
DMKLRLIASPETHLD
13051
15
Human
Her2/neu
30
A







9014.0119
DMKLRLLASPETHLD
13052
15
Human
Her2/neu
30
A







9014.0120
DMKLRLNASPETHLD
13053
15
Human
Her2/neu
30
A







9014.0121
DMKLRLSASPETHLD
13054
15
Human
Her2/neu
30
A







9014.0123
DMKLRLVASPETHLD
13055
15
Human
Her2/neu
30
A







9014.0131
DMKYRLPASPETHLD
13056
15
Human
Her2/neu
30
A







9014.0135
DMKLRLPAIPETHLD
13057
15
Human
Her2/neu
30
A







1533.07
KIFGSLAFLPESFDGDPA
13058
18
Human
Her2/neu
369

1073
2264

10,020
8008


9014.0230
KAFGSLAFLPESFDGDPA
13059
18
Human
Her2/neu
369
A







9014.0231
KFFGSLAFLPESFDGDPA
13060
18
Human
Her2/neu
369
A







9014.0232
KHFGSLAFLPESFDGDPA
13061
18
Human
Her2/neu
369
A







9014.0233
KKFGSLAFLPESFDGDPA
13062
18
Human
Her2/neu
369
A







9014.0234
KLFGSLAFLPESFDGDPA
13063
18
Human
Her2/neu
369
A







9014.0235
KVFGSLAFLPESFDGDPA
13064
18
Human
Her2/neu
369
A







9014.0236
KWFGSLAFLPESFDGDPA
13065
18
Human
Her2/neu
369
A







9014.0237
KYFGSLAFLPESFDGDPA
13066
18
Human
Her2/neu
369
A







9014.0240
KIFGSLIFLPESFDGDPA
13067
18
Human
Her2/neu
369
A







9014.0241
KIFGSLLFLPESFDGDPA
13068
18
Human
Her2/neu
369
A







9014.0242
KIFGSLNFLPESFDGDPA
13069
18
Human
Her2/neu
369
A







9014.0243
KIFGSLSFLPESFDGDPA
13070
18
Human
Her2/neu
369
A







9014.0244
KIFGSLTFLPESFDGDPA
13071
18
Human
Her2/neu
369
A







9014.0245
KIFGSLVFLPESFDGDPA
13072
18
Human
Her2/neu
369
A







9014.0246
KIFGSLAHLPESFDGDPA
13073
18
Human
Her2/neu
369
A







9014.0247
KIFGSLAHLPESFDGDPA
13074
18
Human
Her2/neu
369
A







9014.0248
KIFGSLAILPESFDGDPA
13075
18
Human
Her2/neu
369
A







9014.0250
KIFGSLALLPESFDGDPA
13076
18
Human
Her2/neu
369
A







9014.0251
KIFGSLAVLPESFDGDPA
13077
18
Human
Her2/neu
369
A







9014.0252
KIFGSLAWLPESFDGDPA
13078
18
Human
Her2/neu
369
A







9014.0253
KIFGSLAYLPESFDGDPA
13079
18
Human
Her2/neu
369
A







9014.0255
KIFGSLAFLPESHDGDPA
13080
18
Human
Her2/neu
369
A







9014.0257
KIFGSLAFLPESLDGDPA
13081
18
Human
Her2/neu
369
A







1385.01
QIQVFETLEET
13082
11
Human
Her2/neu
396








9014.0141
ETEAVEPLTPSGAMP
13083
15
Human
Her2/neu
693
A







9014.0142
ETEFVEPLTPSGAMP
13084
15
Human
Her2/neu
693
A







9014.0143
ETEHVEPLTPSGAMP
13085
15
Human
Her2/neu
693
A







9014.0144
ETEIVEPLTPSGAMP
13086
15
Human
Her2/neu
693
A







9014.0145
ETEKVEPLTPSGAMP
13087
15
Human
Her2/neu
693
A







9014.0146
ETEVVEPLTPSGAMP
13088
15
Human
Her2/neu
693
A







9014.0147
ETEWVEPLTPSGAMP
13089
15
Human
Her2/neu
693
A







9014.0148
ETEYVEPLTPSGAMP
13090
15
Human
Her2/neu
693
A







9014.0149
ETELVEPLAPSGAMP
13091
15
Human
Her2/neu
693
A







9014.0150
ETELVEPLFPSGAMP
13092
15
Human
Her2/neu
693
A







9014.0151
ETELVEPLHPSGAMP
13093
15
Human
Her2/neu
693
A







9014.0152
ETELVEPLIPSGAMP
13094
15
Human
Her2/neu
693
A







9014.0153
ETELVEPLLPSGAMP
13095
15
Human
Her2/neu
693
A







9014.0154
ETELVEPLAPSGAMP
13096
15
Human
Her2/neu
693
A







9014.0155
ETELVEPLSPSGAMP
13097
15
Human
Her2/neu
693
A







9014.0156
ETELVEPLVPSGAMP
13098
15
Human
Her2/neu
693
A







9014.0169
KEILDEAYIMAGVGS
13099
15
Human
Her2/neu
765
A







9014.0170
KEILDEAYLMAGVGS
13100
15
Human
Her2/neu
765
A







9014.0177
ITDIGLARLLDIDET
13101
15
Human
Her2/neu
861
A







9014.0183
ITDFGLARALDIDET
13102
15
Human
Her2/neu
861
A







9014.0187
ITDFGLARNLDIDET
13103
15
Human
Her2/neu
861
A







9014.0188
ITDFGLARSLDIDET
13104
15
Human
Her2/neu
861
A







9014.0210
CWAIDSECRPRFREL
13105
15
Human
Her2/neu
958
A







9014.0211
CWFIDSECRPRFREL
13106
15
Human
Her2/neu
958
A







9014.0212
CWHIDSECRPRFREL
13107
15
Human
Her2/neu
958
A







9014.0213
CWIIDSECRPRFREL
13108
15
Human
Her2/neu
958
A







9014.0214
CWKIDSECRPRFREL
13109
15
Human
Her2/neu
958
A







9014.0215
CWLIDSECRPRFREL
13110
15
Human
Her2/neu
958
A







9014.0218
CWYIDSECRPRFREL
13111
15
Human
Her2/neu
958
A







9014.0219
CWMIDSEARPRFREL
13112
15
Human
Her2/neu
958
A







9014.0220
CWMIDSEFRPRFREL
13113
15
Human
Her2/neu
958
A







9014.0221
CWMIDSEHRPRFREL
13114
15
Human
Her2/neu
958
A







9014.0222
CWMIDSEFRPRFREL
13115
15
Human
Her2/neu
958
A







9014.0223
CWMIDSELRPRFREL
13116
15
Human
Her2/neu
958
A







9014.0224
CWMIDSENRPRFREL
13117
15
Human
Her2/neu
958
A







9014.0225
CWMIDSESRPRFREL
13118
15
Human
Her2/neu
958
A







9014.0226
CWMIDSETRPRFREL
13119
15
Human
Her2/neu
958
A







9014.0227
CWMIDSEVRPRFREL
13120
15
Human
Her2/neu
958
A







68.0001
MWDLVLSIALSVGCT
13121
15
Human
Kallikrein2
1

108
11,375
15,205
158



68.0002
DLVLSIALSVGCTGA
13122
15
Human
Kallikrein2
3

98
18,200

459



68.0003
HPQWVLTAAHCLKKN
13123
15
Human
Kallikrein2
56

483
1219
8114
1106
11


68.0004
QWVLTAAHCLKKNSQ
13124
15
Human
Kallikrein2
58




14,395
382


68.0005
GQRVPVSHSFPHPLY
13125
15
Human
Kallikrein2
87

703
3960

9860



68.0006
RVPVSHSFPHPLYNM
13126
15
Human
Kallikrein2
89

377
5518

9213
11,650


68.0007
PHPLYNMSLLKHQSL
13127
15
Human
Kallikrein2
97

3307
3873

49
1901


68.0008
HPLYNMSLLKHQSLR
13128
15
Human
Kallikrein2
98

546
472

8.4
219


68.0009
NMSLLKHQSLRPDED
13129
15
Human
Kallikrein2
102




105



68.0010
SHDLMLLRLSEPAKI
13130
15
Human
Kallikrein2
118

1.8
365
5361
10
2031


68.0011
HDLMLLRLSEPAKIT
13131
15
Human
Kallikrein2
119

0.83
115
488
12
211


68.0015
PEEFLRPRSLQCVSL
13132
15
Human
Kallikrein2
162

11,667
3193

117



68.0016
PRSLQCVSLHLLSND
13133
15
Human
Kallikrein2
168

3731
1597
11,650
544



68.0140
LHLLSNDMCARAYSE
13134
15
Human
Kallikrein2
176

1876

1308
324



68.0017
NGVLQGITSWGPEPC
13135
15
Human
Kallikrein2
220


835

5761



68.0018
KPAVYTKVVHYRKWI
13136
15
Human
Kallikrein2
239

1947
401
7186
4581
23


58.0114
VGNWQYFFPVIFSKA
13137
15
Human
MAGE3
140








F160.17
LVEVTLGEVPAAESPD
13138
16
Human
MAGE3/6
45








68.0019
AAPLLLARAASLSLG
13139
15
Human
PAP
3

3.2
35
10,470
79
79


68.0020
APLLLARAASLSLGF
13140
15
Human
PAP
4

12
91
13,359
59
114


68.0021
PLLLARAASLSLGFL
13141
15
Human
PAP
5

12
118

52
151


68.0022
SLSLGFLFLLFFWLD
13142
15
Human
PAP
13

639
11,375
3710




68.0023
LLFFWLDRSVLAKEL
13143
15
Human
PAP
21

24
34
86
7.5
134


68.0024
DRSVLAKELKFVTLV
13144
15
Human
PAP
27

4410
1359

53
2217


68.0025
AKELKFVTLVFRHGD
13145
15
Human
PAP
32

824
1529
8563
51
24


68.0026
RSPIDTFPTDPIKES
13146
15
Human
PAP
47


2373

469



68.0028
FGQLTQLGMEQHYEL
13147
15
Human
PAP
67




543



68.0030
DRTLMSAMTNLAALF
13148
15
Human
PAP
110

114
871
3927
57



68.0031
MSAMTNLAALFPPEG
13149
15
Human
PAP
114

249
12,384
7158
1072



68.0032
MTNLAALFPPEGVSI
13150
15
Human
PAP
117

1310
10,370

4606



68.0033
PEGVSIWNPILLWQP
13151
15
Human
PAP
126

444
7.2
4624
107



68.0034
GVSIWNPILLWQPIP
13152
15
Human
PAP
128

207
5.0
4428
492
523


68.0035
WNPILLWQPIPVHTV
13153
15
Human
PAP
132

2259
14

81



68.0036
NPILLWQPIPVHTVP
13154
15
Human
PAP
133

250
4.6

67



68.0037
PILLWQPIPVHTVPL
13155
15
Human
PAP
134

567
6.9

106



68.0038
ILLWQPIPVHTVPLS
13156
15
Human
PAP
135

1111
65

712



68.0039
WQPIPVHTVPLSEDQ
13157
15
Human
PAP
138

2692


1228



68.0147
TVPLSEDQLLYLPFR
13158
15
Human
PAP
145

5300

4323
872



68.0040
LSGLHGQDLFGIWSK
13159
15
Human
PAP
194




135



68.0041
YDPLYCESVHNFTLP
13160
15
Human
PAP
210


2136

6901



68.0042
LPSWATEDTMTKLRE
13161
15
Human
PAP
223



5973

343


68.0043
LRELSELSLLSLYGI
13162
15
Human
PAP
235

3218
235

544
5185


68.0044
LSELSLLSLYGIHKQ
13163
15
Human
PAP
238

1253
45

79
7.3


68.0045
LSLLSLYGIHKQKEK
13164
15
Human
PAP
241


58

772
3.4


68.0046
KSRLQGGVLVNEILN
13165
15
Human
PAP
255

318


713



68.0047
GGVLVNEILNHMKRA
13166
15
Human
PAP
260

49
576
8124
5.8
8.7


68.0048
IPSYKKLIMYSAHDT
13167
15
Human
PAP
277

2122
17
9982
12
191


68.0049
YKKLIMYSAHDTTVS
13168
15
Human
PAP
280

37
15
13,224
5.8
5482


68.0050
LIMYSAHDTTVSGLQ
13169
15
Human
PAP
283

1752
184
6828
4381



68.0051
DTTVSGLQMALDVYN
13170
15
Human
PAP
290

3500
1042
10,843
961



68.0052
ALDVYNGLLPPYASC
13171
15
Human
PAP
299


1091





68.0053
LDVYNGLLPPYASCH
13172
15
Human
PAP
300


3035





68.0054
YNGLLPPYASCHLTE
13173
15
Human
PAP
303

11,667
252





68.0153
LTELYFEKGEYFVEM
13174
15
Human
PAP
315

3157

124
601
6655


68.0056
FAELVGPVIPQDWST
13175
15
Human
PAP
356




983



68.0156
GPVIPQDWSTECMTT
13176
15
Human
PAP
361




961



K-09
FLYGALLLAEGFYTTGAVRQ
13177
20
Human
PLP
81


45


256


F025.05
QKGRGYRGQHQAHSLERVCH
13178
20
Human
PLP
121




17,951
9759


K-18
SAVPVYIYFNTWITCQSIAF
13179
20
Human
PLP
171


92





F025.03
WTTCQSIAFPSKTSASIGSL
13180
20
Human
PLP
181

74
556

336
400


F025.08
AATYNFAVLKLMGRGTKF
13181
18
Human
PLP
260


239

1218
18


68.0058
TLSVTWIGAAPLILS
13182
15
Human
PSA
5

642
97
6031
3506
31


68.0059
SVTWIGAAPLILSRI
13183
15
Human
PSA
7

420
147
13,676
42
104


68.0060
VTWIGAAPLILSRIV
13184
15
Human
PSA
8

2339
552

88
147


68.0061
SQPWQVLVASRGRAV
13185
15
Human
PSA
31

32
11,259

7562
84


68.0062
GRAVCGGVLVHPQWV
13186
15
Human
PSA
42

5456
12,888

62



68.0063
GVLVHPQWVLTAAHC
13187
15
Human
PSA
48

2427
66

6.2
1062


68.0064
HPQWVLTAAHCIRNK
13188
15
Human
PSA
52

1170
6500
1324
5518
40


68.0065
QWVLTAAHCIRNKSV
13189
15
Human
PSA
54

2062
13,565
7342
3802
35


68.0066
AHCIRNKSVILLGRH
13190
15
Human
PSA
60

75
88
4752
8.7
3630


68.0067
SVILLGRHSLFHPED
13191
15
Human
PSA
67

96
106
13,045
4411
16,116


68.0068
VILLGRHSLFHPEDT
13192
15
Human
PSA
68

543
426

10,696



68.0158
HSLFHPEDTGQVFQV
13193
15
Human
PSA
74



553
11,503



68.0069
GQVFQVSHSFPHPLY
13194
15
Human
PSA
83

146
2172
1071
416
128


68.0070
VFQVSHSFPHPLYDM
13195
15
Human
PSA
85

83
2396


897


68.0071
PHPLYDMSLLKNRFL
13196
15
Human
PSA
93

11,667
712

7486
3104


68.0072
SHDLMLLRLSEPAEL
13197
15
Human
PSA
114

5.8
1099
13,577
12



68.0073
HDLMLLRLSEPAELT
13198
15
Human
PSA
115

2.3
662
5305
45
10,541


68.0074
TDAVKVMDLPTQEPA
13199
15
Human
PSA
129




747



68.0077
LHVISNDVCAQVHPQ
13200
15
Human
PSA
172

239

1887
1087



68.0078
CAQVHPQKVTKFMLC
13201
15
Human
PSA
180

2192
809

604
1229


68.0079
GGPLVCNGVLQGITS
13202
15
Human
PSA
210

36


815
13,417


68.0080
GPLVCNGVLQGITSW
13203
15
Human
PSA
211

49
6310
11,615
646
6537


68.0081
NGVLQGITSWGSEPC
13204
15
Human
PSA
216

775
258
8038
4487
11,619


68.0082
RPSLYTKVVHYRKWI
13205
15
Human
PSA
235

4183
717
2982
4897
13


68.0083
PRWLCAGALVLAGGF
13206
15
Human
PSM
18


15,167
13,150
883



68.0084
LGFLFGWFIKSSNEA
13207
15
Human
PSM
35

10,104
355
681
9285
461


68.0085
LDELKAENIKKFLYN
13208
15
Human
PSM
62

597
414
548
788
150


68.0086
IKKFLYNFTQIPHLA
13209
15
Human
PSM
70

27
305
477
96
658


68.0087
KFLYNFTQIPHLAGT
13210
15
Human
PSM
72

221
227
10,212
256
1600


68.0088
WKEFGLDSVELAHYD
13211
15
Human
PSM
100

8413

829
5925



68.0089
LAHYDVLLSYPNKTH
13212
15
Human
PSM
110

268
82
1406
589
172


68.0165
YISIINEDGNEIFNT
13213
15
Human
PSM
127

346
2713
30
3705



68.0166
ISIINEDGNEIFNTS
13214
15
Human
PSM
128

343
3006
35
6394



68.0090
GNEIFNTSLFEPPPP
13215
15
Human
PSM
135

2804


835



68.0167
EDFFKLERDMKINCS
13216
15
Human
PSM
183

3188

4036
7886
3494


68.0168
FFKLERDMKINCSGK
13217
15
Human
PSM
185

382

4918
98
3796


68.0096
GKVFRGNKVKNAQLA
13218
15
Human
PSM
206

46
3373
7591
7884
1385


68.0097
GNKVKNAQLAGAKGV
13219
15
Human
PSM
211




1065
1218


68.0170
GVILYSDPADYFAPG
13220
15
Human
PSM
224

39
965
8.8
64
14,168


68.0100
EYAYRRGIAEAVGLP
13221
15
Human
PSM
276

5217

8773
6325
1204


68.0101
AEAVGLPSIPVHPIG
13222
15
Human
PSM
284

5456
56

12,394



68.0102
AVGLPSIPVHPIGYY
13223
15
Human
PSM
286

1191
518

5387



68.0103
IGYYDAQKLLEKMGG
13224
15
Human
PSM
297

5729
1978
17,305
13,588
506


68.0105
TGNFSTQKVKMHIHS
13225
15
Human
PSM
334

6187
3745

508
1927


68.0107
TRIYNVIGTLRGAVE
13226
15
Human
PSM
353

1460
1605
17,550
447
32


68.0173
GAAVVHEIVRSFGTL
13227
15
Human
PSM
391



788
89



68.0176
NSRLLQERGVAYINA
13228
15
Human
PSM
438

327
1229
3366
699
3473


68.0109
ERGVAYINADSSIEG
13229
15
Human
PSM
444

3689

6846
87



68.0110
GVAYINADSSIEGNY
13230
15
Human
PSM
446

497
7610
1420
477



68.0177
VAYINADSSIEGNYT
13231
15
Human
PSM
447

2147

471
841



68.0111
DSSIEGNYTLRVDCT
13232
15
Human
PSM
453

7.6
1202
576
1262
16,824


68.0112
NYTLRVDCTPLMYSL
13233
15
Human
PSM
459

9.0
5056
25
404



68.0113
CTPLMYSLVHNLTKE
13234
15
Human
PSM
466

260
426
18,348
58
36


68.0114
DFEVFFQRLGIASGR
13235
15
Human
PSM
520

10,069
10,249

4.2
3559


68.0115
EVFFQRLGIASGRAR
13236
15
Human
PSM
522

17,500
4556

51
7.9


68.0116
TNKFSGYPLYHSVYE
13237
15
Human
PSM
543


489

12,466
2942


68.0117
YDPMFKYHLTVAQVR
13238
15
Human
PSM
566

1014
1348
8137
553
62


68.0118
DPMFKYHLTVAQVRG
13239
15
Human
PSM
567

699
230
7297
467
11


68.0119
MFKYHLTVAQVRGGM
13240
15
Human
PSM
569

1615
1198
3648
1062
5.8


68.0120
KYHLTVAQVRGGMVF
13241
15
Human
PSM
571

193
1222

3446
86


68.0121
VAQVRGGMVFELANS
13242
15
Human
PSM
576

2802
117

100



68.0122
RGGMVFELANSIVLP
13243
15
Human
PSM
580

4.4
94
132
411
413


68.0123
GMVFELANSIVLPFD
13244
15
Human
PSM
582

12
83
234
4154
903


68.0124
VFELANSIVLPFDCR
13245
15
Human
PSM
584

24
477
128
1215
10,815


68.0125
ADKIYSISMKHPQEM
13246
15
Human
PSM
608

4957
8273

3550



68.0126
IYSISMKHPQEMKTY
13247
15
Human
PSM
611


5025

5356
2588


68.0127
PQEMKTYSVSFDSLF
13248
15
Human
PSM
619


919
14,564
579



68.0128
TYSVSFDSLFSAVKN
13249
15
Human
PSM
624

5888
3223
8547
10,461
61


68.0130
VLRMMNDQLMFLERA
13250
15
Human
PSM
660

130
127
98
88
85


68.0131
LRMMNDQLMFLERAF
13251
15
Human
PSM
661

1314
1411
1570
50
758


68.0181
DQLMFLERAFIDPLG
13252
15
Human
PSM
666



17,115
6.6



68.0133
RHVIYAPSSHNKYAG
13253
15
Human
PSM
688

8750
1291

5293
88


68.0134
RQIYVAAFTVQAAAE
13254
15
Human
PSM
730

524
166
6808
47
143


68.0135
QIYVAAFTVQAAAET
13255
15
Human
PSM
731

344
252
1324
50
216


68.0136
VAAFTVQAAAETLSE
13256
15
Human
PSM
734

446
18,200
2116
464
378
























Peptide
Sequence
SEQ NO ID
AA
Organism
Protein
Position
Analog
Degeneracy









F116.01
MDIDPYKEFGATVELLSFLPSDFFP
12669
25
HBV
core
1

1






F209.01
LETTMRSPVFTDNSSPPVVP
12670
20
HCV



7






F209.02
AYAAQGYKVLVLNPSVAA
12671
18
HCV



11






F209.03
TPAETTVRLRAYMNTPGLPV
12672
20
HCV



11






F209.04
ENLPYLVAYQATVCARAQAP
12673
20
HCV



12






F209.05
GIQYLAGLSTLPGNPAIA
12674
18
HCV



9






F209.06
KGGRKPARLIVFPDLGVRVC
12675
20
HCV



10






F209.07
CGKYLFNWAVRTKLKLTPIA
12676
20
HCV



13






90.0062
NGWFYVEAVIDRQTG
12677
15
HPV
E1
15

8






90.0075
TGWFEVEAVIERRTG
12678
15
HPV
E1
15

3






90.0029
NGWFYVEAVVEKKTG
12679
15
HPV
E1
16

7






90.0126
EDEIDTDLDGFIDDS
12680
15
HPV
E1
40

8






90.0077
LLEFIDDSMENSIQA
12681
15
HPV
E1
47

6






89.0078
VDFIDTQLSICEQAE
12682
15
HPV
E1
48

5






90.0031
VDFIVNDNDYLTQAE
12683
15
HPV
E1
49

4






90.0078
ENSIQADTEAARALF
12684
15
HPV
E1
56

1






89.0022
QAELETAQALFHAQE
12685
15
HPV
E1
60

4






89.0114
GQQLLQVQTAFIADKQ
12686
15
HPV
E1
66

1






89.0115
QQLLQVQTAHADKQT
12687
15
HPV
E1
67

2






89.0001
HALFTAQEAKQHRDA
12688
15
HPV
E1
68

1






90.0047
AQEVHNDAQVLHVLK
12689
15
HPV
E1
72

4






89.0093
EDDLHAVSAVKRKFT
12690
15
HPV
E1
76

4






90.0048
GERLEVDTELSPRLQ
12691
15
HPV
E1
100

1






90.0129
QQTVCREGVKRRLIL
12692
15
HPV
E1
100

3






90.0064
LKAICIENNSKTAKR
12693
15
HPV
E1
109

7






90.0032
LKAICIEKQSRAAKR
12694
15
HPV
E1
110

7






89.0039
NTEVETQQMVQVEEQ
12695
15
HPV
E1
135

1






89.0059
NTEVETQQMVQQVES
12696
15
HPV
E1
135

1






89.0002
NTEVETQQMLQVEGR
12697
15
HPV
E1
136

1






89.0040
MVQVEEQQTTLSCNG
12698
15
HPV
E1
143

2






89.0041
LYGVSFMELIRPFQS
12699
15
HPV
E1
194

8






89.0003
LNVLKTSNAKAAMLA
12700
15
HPV
E1
195

12






89.0140
ILLYKFKEAYGVSFM
12701
15
HPV
E1
199

1






89.0094
TVLFKFKETYGVSFM
12702
15
HPV
E1
202

8






89.0060
AYGISFMELVRPFKS
12703
15
HPV
E1
207

6






89.0095
TYGVSFMELVRPFKS
12704
15
HPV
E1
210

4






90.0050
MLAVFKDTYGLSFTD
12705
15
HPV
E1
214

4






89.0042
DWCVAAFGVTGTVAE
12706
15
HPV
E1
215

8






89.0079
DWVMAIFGVNPTVAE
12707
15
HPV
E1
228

11






89.0080
VMAIFGVNPTVAEGF
12708
15
HPV
E1
230

10






90.0051
VRNFKSDKTTCTDWV
12709
15
HPV
E1
230

6






89.0081
MAIFGVNPTVAEGFK
12710
15
HPV
E1
231

9






89.0096
DWCIIGMGVTPSVAE
12711
15
HPV
E1
231

1






89.0097
WCIIGMGVTPSVAEG
12712
15
HPV
E1
232

1






89.0119
LKTIIKPHCMYYHMQ
12713
15
HPV
E1
238

1






89.0023
VTAIFGVNPTIAEGF
12714
15
HPV
E1
244

5






89.0061
LKVLIKQHSLYTHLQ
12715
15
HPV
E1
244

12






89.0082
FKTLIKPATLYAHIQ
12716
15
HPV
E1
244

11






89.0142
LKVLIKQHSIYTHLQ
12717
15
HPV
E1
244

1






89.0024
TAIFGVNPTIAEGFK
12718
15
HPV
E1
245

7






89.0083
KTLIKPATLYAHIQC
12719
15
HPV
E1
245

10






89.0098
LKVLIQPYSIYAHLQ
12720
15
HPV
E1
247

10






89.0043
ACSWGMVMLMLVRFK
12721
15
HPV
E1
248

4






89.0044
SWGMVMLMLVRFKCA
12722
15
HPV
E1
250

3






89.0025
FKTLIQPFILYAHIQ
12723
15
HPV
E1
258

11






89.0062
DRGIIILLLIRFRCS
12724
15
HPV
E1
263

1






89.0063
RGIIILLLIRFRCSK
12725
15
HPV
E1
264

8






89.0099
DRGVLILLLIRFKCG
12726
15
HPV
E1
266

8






89.0004
ACSWGMVVLLLVRYK
12727
15
HPV
E1
268

4






89.0005
SWGMVVLLLVRYKCG
12728
15
HPV
E1
270

3






89.0045
EKLLEKLLCISTNCM
12729
15
HPV
E1
271

3






89.0123
RKTIAKALSSILNVP
12730
15
HPV
E1
274

1






89.0026
DCKWGVLILALLRYK
12731
15
HPV
E1
275

5






89.0027
KWGVLILALLRYKCG
12732
15
HPV
E1
277

10






89.0064
KNRLTVAKLMSNLLS
12733
15
HPV
E1
278

10






89.0065
RLTVAKLMSNLLSIP
12734
15
HPV
E1
280

13






89.0046
TNCMLIQPPKLRSTA
12735
15
HPV
E1
282

3






89.0100
RLTVSKLMSQLLNIP
12736
15
HPV
E1
283

1






89.0047
CMLIQPPKLRSTAAA
12737
15
HPV
E1
284

5






89.0066
AKLMSNLLSIPETCM
12738
15
HPV
E1
284

8






89.0101
VSKLMSQLLNIPETH
12739
15
HPV
E1
286

1






89.0006
RETIEKLLSKLLCVS
12740
15
HPV
E1
287

8






89.0067
SNLLSIPETCMVIEP
12741
15
HPV
E1
288

8






89.0124
QEQMLIQPPKIRSPA
12742
15
HPV
E1
289

2






89.0007
EKLLSKLLCVSPMCM
12743
15
HPV
E1
291

5






89.0102
SQLLNIPETHMVIEP
12744
15
HPV
E1
291

1






89.0028
RLTVAKGLSTLLHVP
12745
15
HPV
E1
294

12






89.0084
ETCMLIEPPKLRSSV
12746
15
HPV
E1
295

11






90.0083
ETCMVIEPPKLRSQT
12747
15
HPV
E1
295

8






89.0103
ETHMVIEPPKLRSAT
12748
15
HPV
E1
298

2






90.0034
PMCMMIEPPKLRSTA
12749
15
HPV
E1
302

6






89.0029
ETCMLIQPPKLRSSV
12750
15
HPV
E1
309

7






89.0048
TPEWIERQTVLQHSF
12751
15
HPV
E1
316

4






89.0049
PEWIERQTVLQHSFN
12752
15
HPV
E1
317

8






89.0009
LYWYKTGISNISEVY
12753
15
HPV
E1
319

9






89.0069
TPEWIDRLTVLQHSF
12754
15
HPV
E1
329

4






90.0035
ISEVYGDTPEWIQRQ
12755
15
HPV
E1
329

2






89.0070
PEWIDRLTVLQHSFN
12756
15
HPV
E1
330

6






89.0050
DTTFDLSQMVQWAYD
12757
15
HPV
E1
332

6






89.0104
TPEWIEQQTVLQHSF
12758
15
HPV
E1
332

3






89.0105
PEWIEQQTVLQHSFD
12759
15
HPV
E1
333

1






89.0010
TPEWIQRQTVLQHSF
12760
15
HPV
E1
336

6






90.0052
ISEVMGDTPEWIQRL
12761
15
HPV
E1
336

2






89.0011
PEWIQRQTVLQHSFN
12762
15
HPV
E1
337

8






90.0152
QHSFNDDIFDLSEMI
12763
15
HPV
E1
340

9






89.0030
TPEWIQRLTIIQHGI
12764
15
HPV
E1
343

9






89.0031
PEWIQRLTIIQHGID
12765
15
HPV
E1
344

10






90.0069
DNDVMDDSEIAYKYA
12766
15
HPV
E1
346

1






89.0106
NSIFDFGEMVQWAYD
12767
15
HPV
E1
348

1






89.0051
DSEIAYKYAQLADSD
12768
15
HPV
E1
352

2






89.0130
DSQIAFQYAQLADVD
12769
15
HPV
E1
359

1






90.0085
DNELTDDSDIAYYYA
12770
15
HPV
E1
359

1






90.0036
QWAYDNDIVDDSEIA
12771
15
HPV
E1
362

1






90.0117
DHDITDDSDIAYKYA
12772
15
HPV
E1
362

4






89.0071
DSDIAYYYAQLADSN
12773
15
HPV
E1
365

3






89.0085
ESDMAFQYAQLADCN
12774
15
HPV
E1
365

4






90.0037
DNDIVDDSEIAYKYA
12775
15
HPV
E1
366

1






89.0072
IAYYYAQLADSNSNA
12776
15
HPV
E1
368

3






89.0108
DIAYKYAQLADVNSN
12777
15
HPV
E1
370

3






89.0012
DSEIAYKYAQLADTN
12778
15
HPV
E1
372

2






90.0070
QAKIVKDCGTMCRHY
12779
15
HPV
E1
378

1






90.0055
ESDMAFEYALLADSN
12780
15
HPV
E1
379

8






90.0139
QAKYVKDCGIMCRHY
12781
15
HPV
E1
385

9






90.0086
QAKIVKDCGIMCRHY
12782
15
HPV
E1
391

2






90.0103
QAKYLKDCAVMCRHY
12783
15
HPV
E1
391

5






90.0038
QAKIVKDCATMCRHY
12784
15
HPV
E1
398

1






89.0052
VKFLRYQQIEFVSFL
12785
15
HPV
E1
423

5






89.0053
VSFLSALKLFLKGVP
12786
15
HPV
E1
434

8






89.0013
GGDWKQIVMFLRYQG
12787
15
HPV
E1
436

8






89.0054
LKLFLKGVPKKNCIL
12788
15
HPV
E1
440

6






89.0014
VMFLRYQGVEFMSFL
12789
15
HPV
E1
443

7






89.0132
FLSYFKLFLQGTPKH
12790
15
HPV
E1
443

1






89.0133
YFKLFLQGTPKHNCL
12791
15
HPV
E1
446

3






89.0134
FKLFLQGTPKHNCLV
12792
15
HPV
E1
447

6






89.0055
KNCILIHGAPNTGKS
12793
15
HPV
E1
450

1






89.0015
VEFMSFLTALKRFLQ
12794
15
HPV
E1
451

11






89.0073
FKKFLKGIPKKSCML
12795
15
HPV
E1
453

8






89.0086
LKEFLKGTPKKNCIL
12796
15
HPV
E1
453

1






89.0033
IEFITFLGALKSFLK
12797
15
HPV
E1
458

10






89.0016
LKRFLQGIPKKNCIL
12798
15
HPV
E1
460

4






89.0034
ITFLGALKSFLKGTP
12799
15
HPV
E1
461

8






89.0056
GKSYFGMSLISFLQG
12800
15
HPV
E1
462

5






89.0074
SCMLICGPANTGKSY
12801
15
HPV
E1
464

2






89.0087
NCILLYGPANTGKSY
12802
15
HPV
E1
464

4






89.0035
LKSFLKGTPKKNCLV
12803
15
HPV
E1
467

8






89.0017
NCILLYGAANTGKSL
12804
15
HPV
E1
471

5






89.0018
ILLYGAANTGKSLFG
12805
15
HPV
E1
473

3






89.0075
GKSYFGMSLIQFLKG
12806
15
HPV
E1
475

8






89.0146
GKSYFGMSLIHFLKG
12807
15
HPV
E1
475

2






89.0135
LIKFFQGSVISFVNS
12808
15
HPV
E1
477

1






89.0136
IKFFQGSVISFVNSQ
12809
15
HPV
E1
478

2






89.0019
GKSLFGMSLMKFLQG
12810
15
HPV
E1
482

9






89.0020
KSLFGMSLMKFLQGS
12811
15
HPV
E1
483

7






89.0088
FIHFLQGAIISFVNS
12812
15
HPV
E1
483

3






89.0076
IQFLKGCVISCVNSK
12813
15
HPV
E1
484

7






89.0089
IHFLQGAIISFVNSN
12814
15
HPV
E1
484

8






89.0147
IHFLKGCIISYVNSK
12815
15
HPV
E1
484

1






89.0036
FIHFIQGAVISFVNS
12816
15
HPV
E1
497

7






89.0037
IHFIQGAVISFVNST
12817
15
HPV
E1
498

6






90.0087
KIGMIDDVTPISWTY
12818
15
HPV
E1
510

3






90.0105
KVAMLDDATHTCWTY
12819
15
HPV
E1
510

6






90.0040
KIGMLDDATVPCWNY
12820
15
HPV
E1
517

2






89.0090
CWTYFDNYMRNALDG
12821
15
HPV
E1
521

1






89.0137
RNLVDGNPISLDRKH
12822
15
HPV
E1
524

1






90.0059
KVAMLDDATHTCWTY
12823
15
HPV
E1
524

4






90.0041
CWNYIDDNLRNALDG
12824
15
HPV
E1
528

1






89.0057
LMQLKCPPLLITSNI
12825
15
HPV
E1
534

5






89.0138
LVQIKCPPLLITTNI
12826
15
HPV
E1
541

1






89.0077
LVQLKCPPLLLTSNT
12827
15
HPV
E1
547

3






89.0091
LLQLKCPPILLTSNI
12828
15
HPV
E1
547

3






89.0139
PPLLITTNINPMLDA
12829
15
HPV
E1
547

2






89.0058
DDRWPYLHSRLVVFT
12830
15
HPV
E1
553

7






89.0021
LVQLKCPPLLITSNI
12831
15
HPV
E1
554

4






89.0038
LIQLKCPPILLTTNI
12832
15
HPV
E1
561

3






89.0113
DPRWPYLHSRLVVFH
12833
15
HPV
E1
569

6






89.0092
VTVFTFPHAFPFDKN
12834
15
HPV
E1
576

7






90.0106
PHAFPFDKNGNPVYE
12835
15
HPV
E1
582

5






90.0144
RLNLDNDEDKENNGD
12836
15
HPV
E1
606

7






1601.21
LSQRLNVCQDKILEH
12837
15
HPV
E2
4

1






90.0160
RLNVCQDKILTHYEN
12838
15
HPV
E2
7

9






1601.01
YENDSTDLRDHIDYW
12839
15
HPV
E2
19

1






1601.29
LDHYENDSKDINSQI
12840
15
HPV
E2
22

1






90.0021
HWKLIRMECAIMYTA
12841
15
HPV
E2
32

7






90.0199
WKLIRMECALLYTAK
12842
15
HPV
E2
33

7






90.0230
WKAVRHENVLYYKAR
12843
15
HPV
E2
33

11






90.0245
WKLIRMECAIMYTAR
12844
15
HPV
E2
33

8






1601.44
KHIRLLECVLMYKARE
12845
16
HPV
E2
34

9






89.0179
LIRMECALLYTAKQM
12846
15
HPV
E2
35

1






90.0022
LIRMECAIMYTARQM
12847
15
HPV
E2
35

9






90.0211
WQLIRLENAILFTAR
12848
15
HPV
E2
39

12






90.0002
LIRLENAILFTAREH
12849
15
HPV
E2
41

4






90.0010
ITHIGHQVVPPMAVS
12850
15
HPV
E2
51

2






89.0168
NHQVVPALSVSKAKA
12851
15
HPV
E2
55

2






90.0011
GHQVVPPMAVSKAKA
12852
15
HPV
E2
55

3






89.0169
HQVVPALSVSKAKAL
12853
15
HPV
E2
56

3






90.0012
HQVVPPMAVSKAKAC
12854
15
HPV
E2
56

4






90.0023
HQVVPSLVASKTKAF
12855
15
HPV
E2
56

1






89.0150
TLAVSKNKALQAIEL
12856
15
HPV
E2
61

2






89.0170
ALSVSKAKALQAIEL
12857
15
HPV
E2
61

2






90.0013
PMAVSKAKACQAIEL
12858
15
HPV
E2
61

4






89.0159
AYNISKSKAHKAIEL
12859
15
HPV
E2
65

1






89.0151
NKALQAIELQLTLET
12860
15
HPV
E2
67

3






89.0171
AKALQAIELQMMLET
12861
15
HPV
E2
67

9






1601.30
PINISKSKAHKAIEL
12862
15
HPV
E2
67

9






89.0181
AFQVIELQMALETLS
12863
15
HPV
E2
69

7






90.0024
AFQVIELQMALETLN
12864
15
HPV
E2
69

7






89.0182
FQVIELQMALETLSK
12865
15
HPV
E2
70

4






90.0014
CQAIELQLALEALNK
12866
15
HPV
E2
70

6






90.0018
CSAIEVQIALESLST
12867
15
HPV
E2
70

4






90.0025
FQVIELQMALETLNA
12868
15
HPV
E2
70

7






89.0160
HKAIELQMALQGLAQ
12869
15
HPV
E2
74

1






89.0183
ELQMALETLSKSQYS
12870
15
HPV
E2
74

3






90.0231
EVQIALESLSTTIYN
12871
15
HPV
E2
74

7






90.0004
HKAIELQMALKGLAQ
12872
15
HPV
E2
76

11






1601.22
QMMLETLNNTEYKNE
12873
15
HPV
E2
76

3






1601.03
LETIYNSQYSNEKWT
12874
15
HPV
E2
79

3






90.0005
ELQMALKGLAQSKYN
12875
15
HPV
E2
80

8






90.0232
TTIYNNEEWTLRDTC
12876
15
HPV
E2
84

1






90.0179
QSRYKTEDWTLQDTC
12877
15
HPV
E2
88

9






1601.23
PTGCLKKHGYTVEVQ
12878
15
HPV
E2
106

1






90.0026
QKCFKKKGITVTVQY
12879
15
HPV
E2
107

4






90.0167
TVEVQFDGDICNTMH
12880
15
HPV
E2
116

6






1601.04
DICNTMHYTNWTHIY
12881
15
HPV
E2
124

2






1601.09
GNKDNCMTYVAWDSV
12882
15
HPV
E2
127

3






90.0202
GEIYIIEEDTCTMVT
12883
15
HPV
E2
135

4






90.0214
MNYVVWDSIYYITET
12884
15
HPV
E2
135

7






90.0250
SEIYIIEETTCTLVA
12885
15
HPV
E2
135

5






90.0203
EIYIIEEDTCTMVTG
12886
15
HPV
E2
136

3






90.0251
EIYIIEETTCTLVAG
12887
15
HPV
E2
136

3






1601.10
VAWDSVYYMTDAGTW
12888
15
HPV
E2
136

5






90.0204
IYIIEEDTCTMVTGK
12889
15
HPV
E2
137

3






90.0182
SVYYMTDAGTWDKTA
12890
15
HPV
E2
140

8






90.0252
CTLVAGEVDYVGLYY
12891
15
HPV
E2
145

6






90.0171
GLYYVHEGIRTYFVQ
12892
15
HPV
E2
156

7






90.0226
GLYYWCDGEKIYFVK
12893
15
HPV
E2
156

2






1601.05
VHEGIRTYFVQFKDD
12894
15
HPV
E2
160

1






90.0216
GVYYIKDGDTTYYVQ
12895
15
HPV
E2
163

2






90.0205
YFKYFKEDAAKYSKT
12896
15
HPV
E2
167

3






90.0253
YFKYFKEDAKKYSKT
12897
15
HPV
E2
167

4






90.0206
FKYFKEDAAKYSKTQ
12898
15
HPV
E2
168

9






1601.11
EKYGNTGTWEVHFGN
12899
15
HPV
E2
181

2






90.0237
IWEVHMENESIYCPD
12900
15
HPV
E2
183

1






89.0184
EVHVGGQVIVCPTSI
12901
15
HPV
E2
185

1






90.0015
EVHVGGQVIVCPASV
12902
15
HPV
E2
185

3






90.0238
EVHMENESIYCPDSV
12903
15
HPV
E2
185

3






89.0173
GQVIVFPESVFSSDE
12904
15
HPV
E2
190

1






89.0185
GQVIVCPTSISSNQI
12905
15
HPV
E2
190

3






90.0016
GQVIVCPASVSSNEV
12906
15
HPV
E2
190

8






90.0027
SRVIVCPTSIPSDQI
12907
15
HPV
E2
190

1






90.0195
ESVFSSDEISFAGIV
12908
15
HPV
E2
197

5






1601.06
SNEVSSPEIIRQHLA
12909
15
HPV
E2
202

1






1601.45
SDEISFAGIVTKLPT
12910
15
HPV
E2
202

5






89.0174
EISFAGIVTKLPTAN
12911
15
HPV
E2
204

1






89.0175
FAGIVTKLPTANNTT
12912
15
HPV
E2
207

4






1601.13
SDDTVSATQLVKQLQ
12913
15
HPV
E2
208

1






1601.31
STSDDTVSATQIVRQ
12914
15
HPV
E2
208

2






89.0162
DDTVSATQLVKQLQH
12915
15
HPV
E2
209

12






89.0155
RQHLANHPAATHTKA
12916
15
HPV
E2
212

1






89,0163
TVSVGTAKTYGQTSA
12917
15
HPV
E2
231

2






90.0208
TKLFCADPALDNRTA
12918
15
HPV
E2
241

1






89.0186
DPALDNRTARTATNC
12919
15
HPV
E2
247

2






1601.07
PCHTTKLLHRDSVDS
12920
15
HPV
E2
250

1






89.0156
RDSVDSAPILTAFNS
12921
15
HPV
E2
259

4






1601.34
GRVNTHVHNPLLCSS
12922
15
HPV
E2
262

3






89.0165
NPLLGAATPTGNNKR
12923
15
HPV
E2
264

2






1601.24
DSVDSVNCGVISAAA
12924
15
HPV
E2
265

3






1601.16
KRRKLCSGNTTPIIH
12925
15
HPV
E2
277

6






1601.08
NCNSNTTPIVHLKGD
12926
15
HPV
E2
280

2






1601.35
NKRRKVCSGNTTPIIH
12927
15
HPV
E2
280

2






90.0255
IVHLKGDPNSLKCLR
12928
15
HPV
E2
281

4






1601.43
RKVCSGNTTPIIHLK
12929
15
HPV
E2
283

3






1601.17
TTPIIHKLGDRNSLK
12930
15
HPV
E2
286

7






1601.37
NTTPIIHLKGDKNSL
12931
15
HPV
E2
289

2






90.0228
IIHLKGDPNSLKCLR
12932
15
HPV
E2
290

6






1601.25
TTPIIHLKGDANILK
12933
15
HPV
E2
292

6






90.0218
IIHLKGDKNSLKCLR
12934
15
HPV
E2
293

5






90.0197
IIHLKGDANILKCLR
12935
15
HPV
E2
295

7






1601.26
LKGDANILKCLRYRL
12936
15
HPV
E2
298

2






89.0157
HCTLYTAVSSTWHWT
12937
15
HPV
E2
308

1






90.0019
RYRFQKYKTLFVDVT
12938
15
HPV
E2
308

10






90.0241
YKTLFVDVTSTYHWT
12939
15
HPV
E2
314

6






90.0210
TVTFVTEQQQQMFLG
12940
15
HPV
E2
322

4






1601.38
STWHWTGCNKNTGIL
12941
15
HPV
E2
322

3






1601.18
AGNEKTGILTVTYHS
12942
15
HPV
E2
325

2






89.0187
QQQMFLGTVKIPPTV
12943
15
HPV
E2
330

3






89.0188
QMFLGTVKIPPTVQI
12944
15
HPV
E2
332

11






90.0028
LNTVKIPPTVQISTG
12945
15
HPV
E2
340

1






1601.19
EKQRTKFLNTVAIPD
12946
15
HPV
E2
340

6






1601.27
TYISTSQRDDFLNTV
12947
15
HPV
E2
343

2






1601.20
FLNTVAIPDSVQILV
12948
15
HPV
E2
346

10






1601.39
RNTFLDVVTIPNSVQ
12949
15
HPV
E2
346

9






89.0158
LSQVKIPKTITVSTG
12950
15
HPV
E2
347

1






1601.40
FLDVVTIPNSVQISV
12951
15
HPV
E2
349

5






90,0017
LKTVKIPNTVQVIQG
12952
15
HPV
E2
350

2






90.0020
LSHVKIPVVYRLVWD
12953
15
HPV
E2
352

8






1601.28
DFLNTVKIPNTVSVS
12954
15
HPV
E2
352

7






1601.41
VVTIPNSVQISVGYM
12955
15
HPV
E2
352

6






89.0178
LNTVKIPNTVSVSTG
12956
15
HPV
E2
354

8






1601.42
TIPNSVQISVGYMTI
12957
15
HPV
E2
354

11






85.0001
ECVYCKQQLLRREVY
12958
15
HPV
E6
36

1






85.0024
SEVYDFAFADLTVVY
12959
15
HPV
E6
40

5






85.0138
YDFVFADLRIVYRDG
12960
15
HPV
E6
43

2






85.0054
DFVFADLRIVYRDGN
12961
15
HPV
E6
44

3






85.0041
RIVYRDNNPYGVCIM
12962
15
HPV
E6
51

6






85.0002
CIVYRDGNPYAVCDK
12963
15
HPV
E6
58

3






85.0022
CDLLIRCITCQRPLC
12964
15
HPV
E6
97

1






85.0031
NEILIRCIICQRPLC
12965
15
HPV
E6
97

1






85.0032
IRCIICQRPLCPQEK
12966
15
HPV
E6
101

1






85.0013
IRCLRCQKPLNPAEK
12967
15
HPV
E6
103

1






1543.22
QERPRKLPQLCTELQ
12968
15
HPV
E6


2






1543.23
RGRWTGRCMSCCRSS
12969
15
HPV
E6


1






1543.24
LCTELQTTIHDIILE
12970
15
HPV
E6


1






1543.25
RREVYDFAFRDLCIV
12971
15
HPV
E6


1






1543.26
RHLDKKQRFHNIRGR
12972
15
HPV
E6


2






1543.27
QRFHNIRGRWTGRCM
12973
15
HPV
E6


5






1543.28
HNIRGRWTGRCMSCC
12974
15
HPV
E6


3






1543.29
WTGRCMSCCRSSRTR
12975
15
HPV
E6


2






1543.30
RCMSCCRSSRTRRET
12976
15
HPV
E6


4






1543.31
MSCCRSSRTRRETQL
12977
15
HPV
E6


3






1543.32
TNTGLYNLLIRCLRC
12978
15
HPV
E6


8






1543.34
TELNTSLQDIEITCV
12979
15
HPV
E6


1






1543.35
EVFEFAFKDLFVVYR
12980
15
HPV
E6


6






1543.37
TGRCIACWRRPRTET
12981
15
HPV
E6


6






1543.39
CQALETTIHNIELQC
12982
15
HPV
E6


3






1543.40
FHSIAGQYRGQCNTC
12983
15
HPV
E6


6






1543.41
QYRGQCNTCCDQARQ
12984
15
HPV
E6


1






1543.42
TRPRTLHELCEVLEE
12985
15
HPV
E6


1






1543.46
GCWRQTSREPRESTV
12986
15
HPV
E6


4






1543.48
SEVYDFVFADLRIVY
12987
15
HPV
E6


8






1543.54
RVCLLFYSKVRKYRY
12988
15
HPV
E6


11






1543.55
HGWTGSCLGCWRQTS
12989
15
HPV
E6


2






1543.56
CLGCWRQTSREPRES
12990
15
HPV
E6


2






1543.57
IMCLRFLSKISEYRH
12991
15
HPV
E6


13






1543.58
YRHYQYSLYGKTLEE
12992
15
HPV
E6


9






1543.59
KERHVNANKRFHNIM
12993
15
HPV
E6


7






1543.60
RFHNIMGRWTGRCSE
12994
15
HPV
E6


8






85.0092
DLRVVQQLLMGALTV
12995
15
HPV
E7
82

9






85.0101
QLLMGTCTIVCPSCA
12996
15
HPV
E7
82

1






1543.03
EPDRAHYNIVTFCCK
12997
15
HPV
E7


1






1543.04
LDLQPETTDLYCYEQ
12998
15
HPV
E7


2






1543.05
GVNHQHLPARRAEPQ
12999
15
HPV
E7


1






1543.07
SADDLRAFQQLFLNT
13000
15
HPV
E7


7






1543.10
DYVLDLQPEATDLHC
13001
15
HPV
E7


5






1543.11
QSTQVDIRILQELLM
13002
15
HPV
E7


4






1543.12
EYVLDLYPEPTDLYC
13003
15
HPV
E7


4






1543.13
LYCYEQLSDSSDEDE
13004
15
HPV
E7


1






1543.14
YYIVTCCHTCNTIVR
13005
15
HPV
E7


6






1543.15
LCVNSTASDLRTIQQ
13006
15
HPV
E7


5






1543.16
LLMGTVNIVCPTCAQ
13007
15
HPV
E7


2






1543.17
LMGTVNIVCPTCAQQ
13008
15
HPV
E7


7






1543.18
DGVSHAQLPARRAEP
13009
15
HPV
E7


1






1543.19
FLSTLSFVCPWCATN
13010
15
HPV
E7


6






1543.20
EIVLHLEPQNELDPV
13011
15
HPV
E7


5






1543.21
EDLRTLQQLFLSTLS
13012
15
HPV
E7


10






1543.43
PDGQAEQATSNYYIV
13013
15
HPV
E7


1






1543.44
TYCHSCDSTLRLCIH
13014
15
HPV
E7


3






1543.45
CIHSTATDLRTLQQM
13015
15
HPV
E7


9






1543.51
EYILDLHPEPTDLFC
13016
15
HPV
E7


6






1543.52
TCGTTVRLCINSTTT
13017
15
HPV
E7


3






1543.53
LMGTCTIVCPSCAQQ
13018
15
HPV
E7


3






9014.0015
NASLLIQNSIQNDTG
13019
15
Human
CEA
104
A
1






9014.0071
QNFIQNDTGFYTLHV
13020
15
Human
CEA
110
A
1






9014.0076
QNWIQNDTGFYTLHV
13021
15
Human
CEA
110
A
1






9014.0077
QNYIQNDTGFYTLHV
13022
15
Human
CEA
110
A
1






9014.0085
QNIIQNDVGFYTLHV
13023
15
Human
CEA
110
A
1






9014.0037
KPSFSSNNSKPVEDK
13024
15
Human
CEA
146
A
1






9014.0040
KPSLSSNNSKPVEDK
13025
15
Human
CEA
146
A
1






9014.0041
KPSVSSNNSKPVEDK
13026
15
Human
CEA
146
A
1






9014.0042
KPSWSSNNSKPVEDK
13027
15
Human
CEA
146
A
1






9014.0043
KPSYSSNNSKPVEDK
13028
15
Human
CEA
146
A
1






9014.0044
KPSISSNNAKPVEDK
13029
15
Human
CEA
146
A
1






58.0015
LWWVNNESLPVSPRL
13030
15
Human
CEA
177
A
1






9014.0054
RTTFKTITVSAELPK
13031
15
Human
CEA
488
A
1






9014.0058
RTTLKTITVSAELPK
13032
15
Human
CEA
488
A
1






9014.0059
RTTWKTITVSAELPK
13033
15
Human
CEA
488
A
1






9014.0060
RTTYKTITVSAELPK
13034
15
Human
CEA
488
A
1






9014.0065
RTTVKTITLSAELPK
13035
15
Human
CEA
488
A
1






9014.0088
GTDFKLRLPASPETH
13036
15
Human
Her2/neu
28
A
1






9014.0090
GTDIKLRLPASPETH
13037
15
Human
Her2/neu
28
A
1






9014.0094
GTDWKLRLPASPETH
13038
15
Human
Her2/neu
28
A
1






9014.0095
GTDYKLRLPASPETH
13039
15
Human
Her2/neu
28
A
1






9014.0096
GTDMKLRLAASPETH
13040
15
Human
Her2/neu
28
A
1






9014.0097
GTDMKLRLFASPETH
13041
15
Human
Her2/neu
28
A
1






9014.0098
GTDMKLRLHASPETH
13042
15
Human
Her2/neu
28
A
1






9014.0099
GTDMKLRLIASPETH
13043
15
Human
Her2/neu
28
A
1






9014.0100
GTDMKLRLLASPETH
13044
15
Human
Her2/neu
28
A
1






9014.0101
GTDMKLRLNASPETH
13045
15
Human
Her2/neu
28
A
1






9014.0102
GTDMKLRLSASPETH
13046
15
Human
Her2/neu
28
A
1






9014.0103
GTDMKLRLTASPETH
13047
15
Human
Her2/neu
28
A
1






9014.0104
GTDMKLRLVASPETH
13048
15
Human
Her2/neu
28
A
1






9014.0115
DMKLRLAASPETHLD
13049
15
Human
Her2/neu
30
A
1






9014.0116
DMKLRLFASPETHLD
13050
15
Human
Her2/neu
30
A
1






9014.0118
DMKLRLIASPETHLD
13051
15
Human
Her2/neu
30
A
1






9014.0119
DMKLRLLASPETHLD
13052
15
Human
Her2/neu
30
A
1






9014.0120
DMKLRLNASPETHLD
13053
15
Human
Her2/neu
30
A
1






9014.0121
DMKLRLSASPETHLD
13054
15
Human
Her2/neu
30
A
1






9014.0123
DMKLRLVASPETHLD
13055
15
Human
Her2/neu
30
A
1






9014.0131
DMKYRLPASPETHLD
13056
15
Human
Her2/neu
30
A
1






9014.0135
DMKLRLPAIPETHLD
13057
15
Human
Her2/neu
30
A
1






1533.07
KIFGSLAFLPESFDGDPA
13058
18
Human
Her2/neu
369

5






9014.0230
KAFGSLAFLPESFDGDPA
13059
18
Human
Her2/neu
369
A
1






9014.0231
KFFGSLAFLPESFDGDPA
13060
18
Human
Her2/neu
369
A
1






9014.0232
KHFGSLAFLPESFDGDPA
13061
18
Human
Her2/neu
369
A
1






9014.0233
KKFGSLAFLPESFDGDPA
13062
18
Human
Her2/neu
369
A
1






9014.0234
KLFGSLAFLPESFDGDPA
13063
18
Human
Her2/neu
369
A
1






9014.0235
KVFGSLAFLPESFDGDPA
13064
18
Human
Her2/neu
369
A
1






9014.0236
KWFGSLAFLPESFDGDPA
13065
18
Human
Her2/neu
369
A
1






9014.0237
KYFGSLAFLPESFDGDPA
13066
18
Human
Her2/neu
369
A
1






9014.0240
KIFGSLIFLPESFDGDPA
13067
18
Human
Her2/neu
369
A
1






9014.0241
KIFGSLLFLPESFDGDPA
13068
18
Human
Her2/neu
369
A
1






9014.0242
KIFGSLNFLPESFDGDPA
13069
18
Human
Her2/neu
369
A
1






9014.0243
KIFGSLSFLPESFDGDPA
13070
18
Human
Her2/neu
369
A
1






9014.0244
KIFGSLTFLPESFDGDPA
13071
18
Human
Her2/neu
369
A
1






9014.0245
KIFGSLVFLPESFDGDPA
13072
18
Human
Her2/neu
369
A
1






9014.0246
KIFGSLAALPESFDGDPA
13073
18
Human
Her2/neu
369
A
1






9014.0247
KIFGSLAHLPESFDGDPA
13074
18
Human
Her2/neu
369
A
1






9014.0248
KIFGSLAILPESFDGDPA
13075
18
Human
Her2/neu
369
A
1






9014.0250
KIFGSLALLPESFDGDPA
13076
18
Human
Her2/neu
369
A
1






9014.0251
KIFGSLAVLPESFDGDPA
13077
18
Human
Her2/neu
369
A
1






9014.0252
KIFGSLAWLPESFDGDPA
13078
18
Human
Her2/neu
369
A
1






9014.0253
KIFGSLAYLPESFDGDPA
13079
18
Human
Her2/neu
369
A
1






9014.0255
KIFGSLAFLPESHDGDPA
13080
18
Human
Her2/neu
369
A
1






9014.0257
KIFGSLAFLPESLDGDPA
13081
18
Human
Her2/neu
369
A
1






1385.01
QIQVFETLEET
13082
11
Human
Her2/neu
396

1






9014.0141
ETEAVEPLTPSGAMP
13083
15
Human
Her2/neu
693
A
1






9014.0142
ETEFVEPLTPSGAMP
13084
15
Human
Her2/neu
693
A
1






9014.0143
ETEHVEPLTPSGAMP
13085
15
Human
Her2/neu
693
A
1






9014.0144
ETEIVEPLTPSGAMP
13086
15
Human
Her2/neu
693
A
1






9014,0145
ETEKVEPLTPSGAMP
13087
15
Human
Her2/neu
693
A
1






9014.0146
ETEVVEPLTPSGAMP
13088
15
Human
Her2/neu
693
A
1






9014.0147
ETEWVEPLTPSGAMP
13089
15
Human
Her2/neu
693
A
1






9014.0148
ETEYVEPLTPSGAMP
13090
15
Human
Her2/neu
693
A
1






9014.0149
ETELVEPLAPSGAMP
13091
15
Human
Her2/neu
693
A
1






9014.0150
ETELVEPLFPSGAMP
13092
15
Human
Her2/neu
693
A
1






9014.0151
ETELVEPLHPSGAMP
13093
15
Human
Her2/neu
693
A
1






9014.0152
ETELVEPLIPSGAMP
13094
15
Human
Her2/neu
693
A
1






9014.0153
ETELVEPLLPSGAMP
13095
15
Human
Her2/neu
693
A
1






9014.0154
ETELVEPLNPSGAMP
13096
15
Human
Her2/neu
693
A
1






9014.0155
ETELVEPLSPSGAMP
13097
15
Human
Her2/neu
693
A
1






9014.0156
ETELVEPLVPSGAMP
13098
15
Human
Her2/neu
693
A
1






9014.0169
KEILDEAYIMAGVGS
13099
15
Human
Her2/neu
765
A
1






9014.0170
KEILDEAYLMAGVGS
13100
15
Human
Her2/neu
765
A
1






9014.0177
ITDIGLARLLDIDET
13101
15
Human
Her2/neu
861
A
1






9014.0183
ITDFGLARALDIDET
13102
15
Human
Her2/neu
861
A
1






9014.0187
ITDFGLARSLDIDET
13103
15
Human
Her2/neu
861
A
1






9014.0188
ITDFGLARSLDIDET
13104
15
Human
Her2/neu
861
A
1






9014.0210
CWAIDSECRPRFREL
13105
15
Human
Her2/neu
958
A
1






9014.0211
CWFIDSECRPRFREL
13106
15
Human
Her2/neu
958
A
1






9014.0212
CWHIDSECRPRFREL
13107
15
Human
Her2/neu
958
A
1






9014.0213
CWIIDSECRPRFREL
13108
15
Human
Her2/neu
958
A
1






9014.0214
CWKIDSECRPRFREL
13109
15
Human
Her2/neu
958
A
1






9014.0215
CWLIDSECRPRFREL
13110
15
Human
Her2/neu
958
A
1






9014.0218
CWYIDSECRPRFREL
13111
15
Human
Her2/neu
958
A
1






9014.0219
CWMIDSEARPRFREL
13112
15
Human
Her2/neu
958
A
1






9014.0220
CWMIDSEFRPRFREL
13113
15
Human
Her2/neu
958
A
1






9014.0221
CWMIDSEHRPRFREL
13114
15
Human
Her2/neu
958
A
1






9014.0222
CWMIDSEIRPRFREL
13115
15
Human
Her2/neu
958
A
1






9014.0223
CWMIDSELRPRFREL
13116
15
Human
Her2/neu
958
A
1






9014.0224
CWMIDSENRPRFREL
13117
15
Human
Her2/neu
958
A
1






9014.0225
CWMIDSESRPRFREL
13118
15
Human
Her2/neu
958
A
1






9014.0226
CWMIDSETRPRFREL
13119
15
Human
Her2/neu
958
A
1






9014.0227
CWMIDSEVRPRFREL
13120
15
Human
Her2/neu
958
A
1






68.0001
MWDLVLSIALSVGCT
13121
15
Human
Kallikrein2
1

3






68.0002
DLVLSIALSVGCTGA
13122
15
Human
Kallikrein2
3

2






68.0003
HPQWVLTAAHCLKKN
13123
15
Human
Kallikrein2
56

7






68.0004
QWVLTAAHCLKKNSQ
13124
15
Human
Kallikrein2
58

2






68.0005
GQRVPVSHSFPHPLY
13125
15
Human
Kallikrein2
87

3






68.0006
RVPVSHSFPHPLYNM
13126
15
Human
Kallikrein2
89

4






68.0007
PHPLYNMSLLKHQSL
13127
15
Human
Kallikrein2
97

3






68.0008
HPLYNMSLLKHQSLR
13128
15
Human
Kallikrein2
98

10






68.0009
NMSLLKHQSLRPDED
13129
15
Human
Kallikrein2
102

1






68.0010
SHDLMLLRLSEPAKI
13130
15
Human
Kallikrein2
118

7






68.0011
HDLMLLRLSEPAKIT
13131
15
Human
Kallikrein2
119

10






68.0015
PEEFLRPRSLQCVSL
13132
15
Human
Kallikrein2
162

1






68.0016
PRSLQCVSLHLLSND
13133
15
Human
Kallikrein2
168

1






68.0140
LHLLSNDMCARAYSE
13134
15
Human
Kallikrein2
176

2






68.0017
NGVLQGITSWGPEPC
13135
15
Human
Kallikrein2
220

1






68.0018
KPAVYTKVVHYRKWI
13136
15
Human
Kallikrein2
239

4






58.0114
VGNWQYFFPVIFSKA
13137
15
Human
MAGE3
140

3






F160.17
LVEVTLGEVPAAESPD
13138
16
Human
MAGE3/6
45

1






68.0019
AAPLLLARAASLSLG
13139
15
Human
PAP
3

11






68.0020
APLLLARAASLSLGF
13140
15
Human
PAP
4

11






68.0021
PLLLARAASLSLGFL
13141
15
Human
PAP
5

9






68.0022
SLSLGFLELLFFWLD
13142
15
Human
PAP
13

1






68.0023
LLFFWLDRSVLAKEL
13143
15
Human
PAP
21

13






68.0024
DRSVLAKELKFVTLV
13144
15
Human
PAP
27

4






68.0025
AKELKFVTLVFRHGD
13145
15
Human
PAP
32

7






68.0026
RSPIDTFPTDPIKES
13146
15
Human
PAP
47

1






68.0028
FGQLTQLGMEQHYEL
13147
15
Human
PAP
67

2






68.0030
DRTLMSAMTNLAALF
13148
15
Human
PAP
110

8






68.0031
MSAMTNLAALFPPEG
13149
15
Human
PAP
114

2






68.0032
MTNLAALFPPEGVSI
13150
15
Human
PAP
117

1






68.0033
PEGVSIWNPILLWQP
13151
15
Human
PAP
126

4






68.0034
GVSIWNPILLWQPIP
13152
15
Human
PAP
128

5






68.0035
WNPILLWQPIPVHTV
13153
15
Human
PAP
132

6






68.0036
NPILLWQPIPVHTVP
13154
15
Human
PAP
133

9






68.0037
PILLWQPIPVHTVPL
13155
15
Human
PAP
134

7






68.0038
ILLWQPIPVHTVPLS
13156
15
Human
PAP
135

6






68.0039
WQPIPVHTVPLSEDQ
13157
15
Human
PAP
138

1






68.0147
TVPLSEDQLLYLPFR
13158
15
Human
PAP
145

2






68.0040
LSGLHGQDLFGIWSK
13159
15
Human
PAP
194

2






68.0041
YDPLYCESVHNFTLP
13160
15
Human
PAP
210

2






68.0042
LPSWATEDTMTKLRE
13161
15
Human
PAP
223

2






68.0043
LRELSELSLLSLYGI
13162
15
Human
PAP
235

4






68.0044
LSELSLLSLYGIHKQ
13163
15
Human
PAP
238

5






68.0045
LSLLSLYGIHKQKEK
13164
15
Human
PAP
241

6






68.0046
KSRLQGGVLVNEILN
13165
15
Human
PAP
255

3






68.0047
GGVLVNEILNHMKRA
13166
15
Human
PAP
260

7






68.0048
IPSYKKLIMYSAHDT
13167
15
Human
PAP
277

9






68.0049
YKKLIMYSAHDTTVS
13168
15
Human
PAP
280

10






68.0050
LIMYSAHDTTVSGLQ
13169
15
Human
PAP
283

4






68.0051
DTTVSGLQMALDVYN
13170
15
Human
PAP
290

3






68.0052
ALDVYNGLLPPYASC
13171
15
Human
PAP
299

4






68.0053
LDVYNGLLPPYASCH
13172
15
Human
PAP
300

4






68.0054
YNGLLPPYASCHLTE
13173
15
Human
PAP
303

2






68.0153
LTELYFEKGEYFVEM
13174
15
Human
PAP
315

3






68.0056
FAELVGPVIPQDWST
13175
15
Human
PAP
356

2






68.0156
GPVIPQDWSTECMTT
13176
15
Human
PAP
361

1






K-09
FLYGALLLAEGFYTTGAVRQ
13177
20
Human
PLP
81

2






F025.05
QKGRGYRGQHQAHSLERVCH
13178
20
Human
PLP
121

1






K-18
SAVPVYIYFNTWTTCQSIAF
13179
20
Human
PLP
171

1






F025.03
WTTCQSIAFPSKTSASIGSL
13180
20
Human
PLP
181

7






F025.08
AATYNFAVLKLMGRGTKF
13181
18
Human
PLP
260

4






68.0058
TLSVTWIGAAPLILS
13182
15
Human
PSA
5

8






68.0059
SVTWIGAAPLILSRI
13183
15
Human
PSA
7

9






68.0060
VTWIGAAPLILSRIV
13184
15
Human
PSA
8

8






68.0061
SQPWQVLVASRGRAV
13185
15
Human
PSA
31

7






68.0062
GRAVCGGVLVHPQWV
13186
15
Human
PSA
42

2






68.0063
GVLVHPQWVLTAAHC
13187
15
Human
PSA
48

7






68.0064
HPQWVLTAAHCIRNK
13188
15
Human
PSA
52

5






68.0065
QWVLTAAHCIRNKSV
13189
15
Human
PSA
54

4






68.0066
AHCIRNKSVILLGRH
13190
15
Human
PSA
60

9






68.0067
SVILLGRHSLFHPED
13191
15
Human
PSA
67

6






68.0068
VILLGRHSLFHPEDT
13192
15
Human
PSA
68

6






68.0158
HSLFHPEDTGQVFQV
13193
15
Human
PSA
74

1






68.0069
GQVFQVSHSFPHPLY
13194
15
Human
PSA
83

10






68.0070
VFQVSHSFPHPLYDM
13195
15
Human
PSA
85

7






68.0071
PHPLYDMSLLKNRFL
13196
15
Human
PSA
93

2






68.0072
SHDLMLLRLSEPAEL
13197
15
Human
PSA
114

6






68.0073
HDLMLLRLSEPAELT
13198
15
Human
PSA
115

7






68.0074
TDAVKVMDLPTQEPA
13199
15
Human
PSA
129

1






68.0077
LHVISNDVCAQVHPQ
13200
15
Human
PSA
172

3






68.0078
CAQVHPQKVTKFMLC
13201
15
Human
PSA
180

2






68.0079
GGPLVCNGVLQGITS
13202
15
Human
PSA
210

3






68.0080
GPLVCNGVLQGITSW
13203
15
Human
PSA
211

4






68.0081
NGVLQGITSWGSEPC
13204
15
Human
PSA
216

6






68.0082
RPSLYTKVVHYRKWI
13205
15
Human
PSA
235

6






68.0083
PRWLCAGALVLAGGF
13206
15
Human
PSM
18

3






68.0084
LGFLFGWFIKSSNEA
13207
15
Human
PSM
35

5






68.0085
LDELKAENIKKFLYN
13208
15
Human
PSM
62

7






68.0086
IKKFLYNFTQIPHLA
13209
15
Human
PSM
70

12






68.0087
KFLYNFTQIPHLAGT
13210
15
Human
PSM
72

9






68.0088
WKEFGLDSVELAHYD
13211
15
Human
PSM
1011

3






68.0089
LAHYDVLLSYPNKTH
13212
15
Human
PSM
110

7






68.0165
YISIINEDGNEIFNT
13213
15
Human
PSM
127

5






68.0166
ISIINEDGNEIFNTS
13214
15
Human
PSM
128

4






68.0090
GNEIFNTSLFEPPPP
13215
15
Human
PSM
135

1






68.0167
EDFFKLERDMKINCS
13216
15
Human
PSM
183

2






68.0168
FFKLERDMKINCSGK
13217
15
Human
PSM
185

4






68.0096
GKVFRGNKVKNAQLA
13218
15
Human
PSM
206

3






68.0097
GNKVKNAQLAGAKGV
13219
15
Human
PSM
211

1






68.0170
GVILYSDPADYFAPG
13220
15
Human
PSM
224

5






68.0100
EYAYRRGIAEAVGLP
13221
15
Human
PSM
276

5






68.0101
AEAVGLPSIPVHPIG
13222
15
Human
PSM
284

3






68.0102
AVGLPSIPVHPIGYY
13223
15
Human
PSM
286

3






68.0103
IGYYDAQKLLEKMGG
13224
15
Human
PSM
297

1






68.0105
TGNFSTQKVKMHIHS
13225
15
Human
PSM
334

2






68.0107
TRIYNVIGTLRGAVE
13226
15
Human
PSM
353

7






68.0173
GAAVVHEIVRSFGTL
13227
15
Human
PSM
391

3






68.0176
NSRLLQERGVAYINA
13228
15
Human
PSM
438

5






68.0109
ERGVAYINADSSIEG
13229
15
Human
PSM
444

1






68.0110
GVAYINADSSIEGNY
13230
15
Human
PSM
446

3






68.0177
VAYINADSSIEGNYT
13231
15
Human
PSM
447

4






68.0111
DSSIEGNYTLRVDCT
13232
15
Human
PSM
453

2






68.0112
NYTLRVDCTPLMYSL
13233
15
Human
PSM
459

6






68.0113
CTPLMYSLVHNLTKE
13234
15
Human
PSM
466

10






68.0114
DFEVFFQRLGIASGR
13235
15
Human
PSM
520

5






68.0115
EVFFQRLGIASGRAR
13236
15
Human
PSM
522

6






68.0116
TNKFSGYPLYHSVYE
13237
15
Human
PSM
543

3






68.0117
YDPMFKYHLTVAQVR
13238
15
Human
PSM
566

9






68.0118
DPMFKYHLTVAQVRG
13239
15
Human
PSM
567

11






68.0119
MFKYHLTVAQVRGGM
13240
15
Human
PSM
569

8






68.0120
KYHLTVAQVRGGMVF
13241
15
Human
PSM
571

6






68.0121
VAQVRGGMVFELANS
13242
15
Human
PSM
576

5






68.0122
RGGMVFELANSIVLP
13243
15
Human
PSM
580

10






68.0123
GMVFELANSIVLPFD
13244
15
Human
PSM
582

9






68.0124
VFELANSIVLPFDCR
13245
15
Human
PSM
584

9






68.0125
ADKIYSISMKHPQEM
13246
15
Human
PSM
608

1






68.0126
IYSISMKHPQEMKTY
13247
15
Human
PSM
611

1






68.0127
PQEMKTYSVSFDSLF
13248
15
Human
PSM
619

2






68.0128
TYSVSFDSLFSAVKN
13249
15
Human
PSM
624

6






68.0130
VLRMMNDQLMFLERA
13250
15
Human
PSM
660

9






68.0131
LRMMNDQLMFLERAF
13251
15
Human
PSM
661

4






68.0181
DQLMFLERAFIDPLG
13252
15
Human
PSM
666

2






68.0133
RHVIYAPSSHNKYAG
13253
15
Human
PSM
688

3






68.0134
RQIYVAAFTVQAAAE
13254
15
Human
PSM
730

11






68.0135
QIYVAAFTVQAAAET
13255
15
Human
PSM
731

11






68.0136
VAAFTVQAAAETLSE
13256
15
Human
PSM
734

7





— indicates binding affinity >20,000 nM.













TABLE 187







Binding affinity of A01 supertype peptides





















SEQ ID









Degen-


Peptide
Sequence
NO
AA
Organism
Protein
Position
Analog
A*0101
A*2601
A*2902
A*3002
eracy






















1489.14
CSMSYTWTGA
13257
10
HCV
II
2453




309
1


9015.0153
VTFDPIPIHY
13258
10
HIV
ENV
264

1029
134
619
380
2


9015.0001
SFEPIPIHY
13259
9
HIV
ENV
265


953
9.4
191
2


9015.0002
SFDPIPIHY
13260
9
HIV
ENV
265

315
2653
27
183
3


9015.0155
MRDNWRSELY
13261
10
HIV
ENV
559



6795
73
1


9015.0156
QTRVLAIERY
13262
10
HIV
ENV
667

6418
3306
4177
67
1


9015.0157
EISNYTDTIY
13263
10
HIV
ENV
730

2342
32

7053
1


9015.0158
EISNYTDIIY
13264
10
HIV
ENV
730

6025
59

2904
1


9015.0007
ISNYTDTIY
13265
9
HIV
ENV
731

104
6095
141
36
3


9015.0160
WFDITKWLWY
13266
10
HIV
ENV
768

1674
1430
143
3395
1


9015.0159
WFSITNWLWY
13267
10
HIV
ENV
768

3969
1712
30
12,532
1


9015.0161
WFDITNWLWY
13268
10
HIV
ENV
768

986
337
150
1663
2


9015.0008
FSITNWLWY
13269
9
HIV
ENV
769

74
238
37
870
3


1605.01
RFALNPGLL
13270
9
HIV
GAG
44




98
1


1522.02
GSEELRSLY
13271
9
HIV
gag
70

44


144
2


9015.0010
GTEELRSLY
13272
9
HIV
GAG
72

5.8
666
4831
51
2


9015.0011
SSSKVSQNY
13273
9
HIV
GAG
131

73
1261
1760
32
2


1605.07
RMYSPVSIL
13274
9
HIV
GAG
290




44
1


1595.03
HIGPGRAFY
13275
9
HIV
gp160
310

1310
58
157
11
3


1595.07
IVNRVRQGY
13276
9
HIV
gp41


19,771
296
2033
6.3
2


1595.08
KYCWNLLQY
13277
9
HIV
gp41




235
47
2


1595.04
KIQNFRVYY
13278
9
HIV
IN
219

3427
17,544
766
1.9
1


9015.0174
RQEILDLWVY
13279
10
HIV
NEF
129

7249
8718
13,174
76
1


9018.0001
RTEILDLWVY
13280
10
HIV
NEF
129
A
3.6
476
43
1.8
4


1605.15
GYFPDWQNY
13281
9
HIV
NEF
142



659
48
1


9015.0027
YTPGPGTRY
13282
9
HIV
NEF
150

136
11
1280
9147
2


9015.0026
YTPGPGVRY
13283
9
HIV
NEF
150

162
27
1351
7637
2


9018.0002
YTDGPGTRY
13284
9
HIV
NEF
150
A
0.39
28
65
63
4


9018.0003
YTDGPGVRY
13285
9
HIV
NEF
150
A
2.1
152
39
45
4


73.0003
RQDILDLWVY
13286
10
HIV
NEF
182
A
8995

13,928
95
1


1605.16
LMWKFDSSL
13287
9
HIV
NEF
205



2052
348
1


1605.17
MWKFDSRLAL
13288
10
HIV
NEF
206




429
1


9018.0007
HMDREKHPEY
13289
10
HIV
NEF
217
A
24
2765

648
1


9018.0035
HYARELHPEY
13290
10
HIV
NEF
217
A


928
104
1


9015.0176
HMARELHPEY
13291
10
HIV
NEF
217

618
1567
325
33
2


9018.0006
HTAREKHPEY
13292
10
HIV
NEF
217
A
21
15
4463
139
3


9018.0005
HMDRELHPEY
13293
10
HIV
NEF
217
A
5.1
6.8
13
3.6
4


9018.0004
HTARELHPEY
13294
10
HIV
NEF
217
A
8.0
12
119
9.2
4


1595.06
RSLYNTVATLY
13295
11
HIV
p17
76

221
10,811
750
1.2
2


9015.0162
ITKIGPENPY
13296
10
HIV
POL
241

1159
985

382
1


9015.0017
ETPGIRYQY
13297
9
HIV
POL
332

9208
25

2298
1


9015.0164
RTKNPEIVIY
13298
10
HIV
POL
366




12
1


9015.0169
ETWETWWTDY
13299
10
HIV
POL
592

955
2.3
11,831
8648
1


9015.0168
ETWETWWMDY
13300
10
HIV
POL
592

91
2.9
5117
601
2


9015.0019
TWETWWTDY
13301
9
HIV
POL
593


3304
137
6307
1


9015.0170
NTPPLVKLWY
13302
10
HIV
POL
614

18,427
199
2646
9347
1


9015.0024
ETKKGKAGY
13303
9
HIV
POL
645


15

2095
1


9015.0023
ETKLGKAGY
13304
9
HIV
POL
645


21

3900
1


1605.09
QMAVFIHNF
13305
9
HIV
POL
933

8863
1558
1893
372
1


9015.0173
ITKIQNFRVY
13306
10
HIV
POL
973

9468
427
1795
186
2


1522.03
ISERILSTY
13307
9
HIV
rev
55

31
4095

247
2


1595.10
KQNPDIVIY
13308
9
HIV
RT





7.4
1


1595.09
KLNWASQIY
13309
9
HIV
RT


11,321

108
2.9
2


9015.0031
QTKGLGISY
13310
9
HIV
TAT
42


185

715
1


9018.0008
NTDKSLVKY
13311
9
HIV
VIF
19
A
7.3
16,956
5426
3009
1


9015.0177
WKSLVKHHMY
13312
10
HIV
VIF
21




148
1


9015.0034
KSLVKHHMY
13313
9
HIV
VIF
22

10,545

2793
7.7
1


9015.0033
NSLVKHHMY
13314
9
HIV
VIF
22

2027

326
451
2


9018.0010
NSDVKHHMY
13315
9
HIV
VIF
22
A
3.2
8988
193
70
3


9018.0037
NYLVKHHMY
13316
9
HIV
VIF
22
A
305
10,096
63
12
3


9018.0009
NTLVKHHMY
13317
9
HIV
VIF
22
A
363
7375
45
69
3


9015.0179
VSRRANGWFY
13318
10
HIV
VIF
31

115

5578
5.2
2


9015.0178
VSRRAKGWFY
13319
10
HIV
VIF
31

273

11,893
40
2


9018.0012
VSDRANGWFY
13320
10
HIV
VIF
31
A
4.3
191
932
18
3


9018.0011
VTRRANGWFY
13321
10
HIV
VIF
31
A
25
309
905
0.71
3


9018.0013
VTRRAKGWFY
13322
10
HIV
VIF
31
A
1.5
15
21
3.3
4


9018.0014
VSRDAKGWFY
13323
10
HIV
VIF
31
A
14
64
17
3.4
4


9015.0182
VSIEWRQRRY
13324
10
HIV
VIF
86

7929
1989
13,948
65
1


9015.0183
VSIEWRKRRY
13325
10
HIV
VIF
86


11,707

231
1


9018.0016
VSDEWRLRRY
13326
10
HIV
VIF
86
A
62
4322
2579
47
2


9015.0181
VSIEWRLRRY
13327
10
HIV
VIF
86

4630
363
2491
55
2


9018.0015
VTIEWRLRRY
13328
10
HIV
VIF
86
A
19
33
123
3.5
4


9018.0020
SIDWRLRRY
13329
9
HIV
VIF
87
A
986
624
3307
27
1


9018.0036
SYEWRLRRY
13330
9
HIV
VIF
87
A
3698
3219
1211
58
1


9015.0035
SIEWRLRRY
13331
9
HIV
VIF
87

5225
164
13,068
265
2


9018.0018
SIDWRQRRY
13332
9
HIV
VIF
87
A
43
236
561
3.5
3


9018.0017
STEWRQRRY
13333
9
HIV
VIF
87
A
7.1
371
331
19
4


9018.0019
STEWRLRRY
13334
9
HIV
VIF
87
A
52
320
271
6.6
4


9018.0039
RYSTQVDPGY
13335
10
HIV
VIF
94
A
12,187


40
1


9015.0184
DLADQLIHLY
13336
10
HIV
VIF
102

958
6.2
9787
285
2


9018.0024
GLDDQLIHLY
13337
10
HIV
VIF
102
A
11
1419
432
56
3


9018.0025
GYADQLIHLY
13338
10
HIV
VIF
102
A
109
4401
42
1.2
3


9015.0185
GLADQLIHLY
13339
10
HIV
VIF
102

5518
426
325
9.2
3


9018.0021
DTADQLIHLY
13340
10
HIV
VIF
102
A
3.6
3.2
30
13
4


9018.0022
DLDDQLIHLY
13341
10
HIV
VIF
102
A
4.9
38
3.7
2.7
4


9018.0023
GTADQLIHLY
13342
10
HIV
VIF
102
A
26
68
198
2.0
4


9015.0186
LADQLIHMHY
13343
10
HIV
VIF
103

8.1
3929
3071
817
1


9015.0187
LADQLIHMYY
13344
10
HIV
VIF
103

2.5
1785
217
769
2


9015.0038
LADQLIHLY
13345
9
HIV
VIF
103

4.0
6086
1333
96
2


9018.0032
LTDQLIHMHY
13346
10
HIV
VIF
103
A
6.6
10,628
2949
350
2


9018.0034
LYDQLIHMHY
13347
10
HIV
VIF
103
A
1128
1179
123
55
2


9018.0033
LFDQLIHMHY
13348
10
HIV
VIF
103
A
4069
5266
280
47
2


9018.0029
LTDQLIHMYY
13349
10
HIV
VIF
103
A
6.3
3210
291
197
3


9018.0030
LFDQLIHMYY
13350
10
HIV
VIF
103
A
69
2414
12
65
3


9018.0031
LYDQLIHMYY
13351
10
HIV
VIF
103
A
191
4367
131
38
3


9018.0026
LTDQLIHLY
13352
9
HIV
VIF
103
A
0.53
432
178
2.6
4


9018.0027
LFDQLIHLY
13353
9
HIV
VIF
103
A
83
154
45
10
4


9018.0028
LYDQLIHLY
13354
9
HIV
VIF
103
A
177
69
249
21
4


9015.0089
VWTIVYIEY
13355
9
HIV
VPU
36

6976

215
198
2


9018.0040
VWDIVYIEY
13356
9
HIV
VPU
36
A
91
336
540
472
3


9018.0041
VTTIVYIEY
13357
9
HIV
VPU
36
A
3.6
448
333
92
4


1580.01
GTGCNGWFY
13358
9
HPV
E1
12

69
1016
11
4.5
3


1593.01
GTDCNGWFY
13359
9
HPV
E1
12
A
40
318
73
330
4


1580.15
LSDLQDSGY
13360
9
HPV
E1
114

1.7


4025
1


1593.06
QTDYYGLYY
13361
9
HPV
E1
151
A
1.3
122
38
674
3


86.0139
SSNLQGKLY
13362
9
HPV
E1
187

3032
3972
15,949
62
1


1580.16
NSNTKATLLY
13363
10
HPV
E1
193

142
13,955
299
470
3


1580.08
SSNTKANILY
13364
10
HPV
E1
193

290
579
408
33
3


1580.09
CTDWCITGY
13365
9
HPV
E1
226

60
4818
4936
485
2


1593.02
STDAALYWY
13366
9
HPV
E1
314
A
2.6
24
26
68
4


1580.02
STAAALYWY
13367
9
HPV
E1
314

67
34
25
14
4


1593.08
SSDAALYWY
13368
9
HPV
E1
321
A
34

1974
799
1


1580.06
SSVAALYWY
13369
9
HPV
E1
321

3960
305
169
27
3


1593.07
KSDIVTLTY
13370
9
HPV
E1
329
A
62

3165
313
2


1593.13
VTDDSEIAY
13371
9
HPV
E1
349
A
22

2865
10,110
1


1580.07
VMDDSEIAY
13372
9
HPV
E1
349

18

95
2551
2


1580.10
LSEMVQWAY
13373
9
HPV
E1
350

6.9

633
101
2


1580.17
LSEMIQWAY
13374
9
HPV
E1
350

1.5

187
77
3


1580.13
FGEMVQWAY
13375
9
HPV
E1
353

318

81
249
3


1593.03
LSDMVQWAY
13376
9
HPV
E1
357
A
21
8058
504
161
2


1580.03
LSQMVQWAY
13377
9
HPV
E1
357

25
18,019
124
1.8
3


1580.11
LTDDSDIAY
13378
9
HPV
E1
362

7.9
3922
4772
5441
1


1580.12
LTDDSDIAYY
13379
10
HPV
E1
362

6.4
738
3977
293
2


1580.14
ITDDSDIAY
13380
9
HPV
E1
365

4.2
7475
2100
3148
1


1593.04
ITDDSEIAY
13381
9
HPV
E1
369
A
20
7373
1441
3102
1


1580.04
IVDDSEIAY
13382
9
HPV
E1
369

103

444
2035
2


1593.05
MSDSQWIKY
13383
9
HPV
E1
420
A
10
10,066
839
434
2


1580.05
MSMSQWIKY
13384
9
HPV
E1
420

229
158
7.7
1.8
4


86.0135
ISWTYIDDY
13385
9
HPV
E1
520

1209

2488
9.4
1


1580.23
CQDKILEHY
13386
9
HPV
E2
11

55


2603
1


1593.14
CTDKILEHY
13387
9
HPV
E2
11
A
110


15,405
1


1580.32
VQDKILDIY
13388
9
HPV
E2
11

136


3810
1


86.0141
CQDKILTHY
13389
9
HPV
E2
11

914
8904
12,482
188
1


86.0149
VQEKILDLY
13390
9
HPV
E2
11

1437
8175
17,034
193
1


1580.21
LQDKIIDHY
13391
9
HPV
E2
15

68


2770
1


1593.09
LTDKIIDHY
13392
9
HPV
E2
15
A
195


6795
1


1593.16
LTDKILDHY
13393
9
HPV
E2
17
A
3.1
804
4417
1262
1


1580.27
LQDKILDHY
13394
9
HPV
E2
17

66
7414

926
1


1580.18
STDLRDHIDY
13395
10
HPV
E2
23

25
9577

313
2


1580.24
MLETLNNTEY
13396
10
HPV
E2
78

36
11,070
385
1118
2


1593.15
MTETLNNTEY
13397
10
HPV
E2
78
A
77
1622
471
1383
2


88.0433
YVAWKYIYY
13398
9
HPV
E2
131

310



1


1580.29
IVEGQVDYY
13399
9
HPV
E2
147

188


1606
1


1580.19
QVDYYGLYY
13400
9
HPV
E2
151

3.4
777
69
1148
2


1580.33
EVDYVGLYY
13401
9
HPV
E2
151

3.6
161
4.5

3


1580.25
KVDYIGMYY
13402
9
HPV
E2
151

27
2229
44
13
3


1593.10
ATDVSHRGLY
13403
10
HPV
E2
154
A
26
18
1617
15
3


1580.22
ATCVSHRGLY
13404
10
HPV
E2
154

421
492
4212
28
3


88.0401
CVSHRGLYY
13405
9
HPV
E2
156

108



1


86.0160
GNEKTYFKY
13406
9
HPV
E2
162

2297
12,072
319
739
1


86.0156
DSVSSTCRY
13407
9
HPV
E2
197

3056
12

994
1


1580.30
VTDSRNTKY
13408
9
HPV
E2
243

25


1650
1


1580.26
ESNSLKCLRY
13409
10
HPV
E2
282

359
174
7507
604
2


1580.31
WTSTDNKNY
13410
9
HPV
E2
327

163
4831

7308
1


1593.11
KTDILTVTY
13411
9
HPV
E2
329
A
116


922
1


86.0146
KTGILTVTY
13412
9
HPV
E2
329

855

3395
20
1


1580.20
KSAIVTLTY
13413
9
HPV
E2
329

9.2

96
5.7
3


1593.17
NTDILTVTY
13414
9
HPV
E2
332
A
22
1534
1527
1996
1


86.0152
NTGILTVTY
13415
9
HPV
E2
332

337
3147
1403
8722
1


1593.12
DSDQILVGY
13416
9
HPV
E2
354
A
183



1


86.0147
DSVQILVGY
13417
9
HPV
E2
354

1931
2.8
13,561
138
2


78.0005
RFEDPTRRPY
13418
10
HPV
E6
3

19,245

17,839
145
1


1549.41
LSDALEIPY
13419
9
HPV
E6
15
A
12
629
1598
8688
1


1549.01
LSSALEIPY
13420
9
HPV
E6
15

25
4107
261
83
3


1549.40
LTSALEIPY
13421
9
HPV
E6
15
A
57
358
183
161
4


86.0061
LTDVSIACVY
13422
10
HPV
E6
25
A
2.9

764
72
2


86.0054
LTDIEITCVY
13423
10
HPV
E6
25
A
12

540
80
2


86.0052
ITDIILECVY
13424
10
HPV
E6
30
A
1.8

7660
505
1


86.0168
KTDQRSEVY
13425
9
HPV
E6
35
A
84


1174
1


78.0252
ATLERTEVY
13426
9
HPV
E6
37

656

557
26
1


78.0378
LFTDLRIVY
13427
9
HPV
E6
46

1262

12
89
2


1549.09
VFADLRIVY
13428
9
HPV
E6
46


1799
2.9
21
2


78.0348
AFTDLTIVY
13429
9
HPV
E6
46

31

36
71
3


1549.50
VTADLRIVY
13430
9
HPV
E6
46
A
1516
121
228
50
3


1549.51
ATTDLTIVY
13431
9
HPV
E6
46
A
391
163
194
109
4


86.0371
FTDLTIVY
13432
8
HPV
E6
47

16

1275

1


78.0366
AFKDLFVVY
13433
9
HPV
E6
48



174
37
2


78.0379
RFLSKISEY
13434
9
HPV
E6
68



1460
19
1


86.0060
YSDVSEFRWY
13435
10
HPV
E6
70
A
3.9

1842
1026
1


1549.45
LSDISEYRHY
13436
10
HPV
E6
70
A
27
2538
14,468
552
1


78.0009
YSKVSEFRWY
13437
10
HPV
E6
70

539

4514
185
1


78.0027
LSKISEYRHY
13438
10
HPV
E6
70

17,195


159
1


86.0059
YTKVSEFRWY
13439
10
HPV
E6
70
A
276

3308
420
2


78.0384
LFYSKVRKY
13440
9
HPV
E6
71



201
35
2


86.0062
FTSRIRELRY
13441
10
HPV
E6
71
A
4.4

77
50
3


86.0055
YSDIRELRHY
13442
10
HPV
E6
72
A
9.9

1137
740
1


78.0253
YSRIRELRY
13443
9
HPV
E6
72

308

6276
566
1


86.0063
YSDIRELRYY
13444
10
HPV
E6
72
A
9.4

733
456
2


86.0065
FTSKVRKYRY
13445
10
HPV
E6
72
A
64

6677
52
2


78.0176
FYSKVRKYRY
13446
10
HPV
E6
72



146
326
2


1549.02
VSEFRWYRY
13447
9
HPV
E6
73

33

1521
135
2


78.0254
ISEYRHYQY
13448
9
HPV
E6
73

46

853
81
2


78.0249
ISEYRHYNY
13449
9
HPV
E6
73

74

4203
109
2


86.0166
ISDYRHYQY
13450
9
HPV
E6
73
A
13

37
382
3


86.0162
ISDYRHYNY
13451
9
HPV
E6
73
A
16

45
455
3


1549.49
YSDVRKYRY
13452
9
HPV
E6
73
A
18

209
275
3


1549.43
VSDFRWYRY
13453
9
HPV
E6
73
A
24
3072
241
99
3


1549.42
VTEFRWYRY
13454
9
HPV
E6
73
A
26
3150
256
92
3


78.0183
EYRHYQYSLY
13455
10
HPV
E6
75

2267

2372
130
1


78.0185
EYRHYNYSLY
13456
10
HPV
E6
75

2405

1774
67
1


78.0180
EYRHYNYSVY
13457
10
HPV
E6
75



16,016
253
1


78.0363
KFYSKISEY
13458
9
HPV
E6
75



1595
9.5
1


1571.26
ISDYRHYCY
13459
9
HPV
E6
80
A
9.4

9.9
192
3


1571.27
ISEYRHYCY
13460
9
HPV
E6
80

38

264
62
3


78.0177
EYRHYCYSLY
13461
10
HPV
E6
82

2564

2449
120
1


86.0001
TLEKLTNTGLY
13462
11
HPV
E6
89

77

5500
154
2


1589.45
TIEKLTNTGLY
13463
11
HPV
E6
89
A
78
12
15,150
220
3


86.0167
LTDLLIRCY
13464
9
HPV
E6
99
A
13

6857
5515
1


78.0369
RFHNIGGRW
13465
9
HPV
E6
124



12,156
13
1


78.0381
RFHNIMGRW
13466
9
HPV
E6
124




27
1


78.0372
RFHNISGRW
13467
9
HPV
E6
124




22
1


78.0376
RFHSIAGQY
13468
9
HPV
E6
126



202
1.0
2


78.0365
RFHNIRGRW
13469
9
HPV
E6
131




23
1


86.0068
RTETPTLQDY
13470
10
HPV
E7
2
A
11

1987
239
2


86.0067
HTDTPTLHEY
13471
10
HPV
E7
2
A
20

1509
54
2


86.0004
PTLKEYVLDLY
13472
11
HPV
E7
6

195

805
408
2


78.0250
LKEYVLDLY
13473
9
HPV
E7
8



3313
76
1


86.0169
LTEYVLDLY
13474
9
HPV
E7
8
A
6.0

941
81
2


78.0354
LYPEPTDLY
13475
9
HPV
E7
15



268
1473
1


86.0069
ETDPVDLLCY
13476
10
HPV
E7
20
A
6.4

4110

1


78.0017
ELDPVDLLCY
13477
10
HPV
E7
20

26

4291
12,746
1


1549.44
QTEPDTSNY
13478
9
HPV
E7
44
A
19
4977

2322
1


1549.03
QAEPDTSNY
13479
9
HPV
E7
44

319


9935
1


78.0244
QAEPDRAHY
13480
9
HPV
E7
44

3270


16
1


86.0070
QTEQATSNYY
13481
10
HPV
E7
46
A
11

9576
500
1


78.0022
QAEQATSNYY
13482
10
HPV
E7
46

101


1436
1


78.0023
ATSNYYIVTY
13483
10
HPV
E7
50

2209

2117
118
1


86.0071
ATDNYYIVTY
13484
10
HPV
E7
50
A
7.4

1918
65
2


1549.48
TSDYYIVTY
13485
9
HPV
E7
51
A
11
4112
11,927
2204
1


9012.0158
RTDGNRQIIGY
13486
11
Human
CEA
72
A
140


95
2


9012.0160
GTDQATPGPAY
13487
11
Human
CEA
85
A
174
3848
13,260
234
2


1610.06
QQATPGPAY
13488
9
Human
CEA
87

3427
1322
310
13
2


9012.0096
YSDREIIY
13489
8
Human
CEA
95
A
93
16,129

28
2


1470.01
RSDSVILNVLY
13490
11
Human
CEA
225

79


5958
1


9012.0162
RTDSVILNVLY
13491
11
Human
CEA
225
A
14
365
954
8.5
3


9012.0116
TTSPLNTSY
13492
9
Human
CEA
241
A
176
2.6
113
12
4


57.0007
AADNPPAQY
13493
9
Human
CEA
261
A
9.2



1


1610.04
AASNPPAQY
13494
9
Human
CEA
261


18,083

210
1


1553.02
ITVNNSGSY
13495
9
Human
CEA
289

2361
24
1847
20
2


9012.0164
LSDTRNDVGPY
13496
11
Human
CEA
381
A
14
586
9860
152
2


1610.05
VTRNDVGPY
13497
9
Human
CEA
383

414
4881

20
2


1553.03
PTISPSYTYY
13498
10
Human
CEA
418

415
19,936
5377
1579
1


9012.0100
TTSPSYTY
13499
8
Human
CEA
419
A
2317
3436
213
323
2


9012.0102
ISDSYTYY
13500
8
Human
CEA
420
A
222
8550
1989
9106
1


9012.0142
HTASNPPAQY
13501
10
Human
CEA
438
A
106
0.54
21
1.8
4


1553.04
ITEKNSGLY
13502
9
Human
CEA
467

58
513

68
2


9012.0166
TTEPEAQNTTY
13503
11
Human
CEA
522
A
2.1
530
1328
145
2


1470.06
RSDPVTLDVLY
13504
11
Human
CEA
581

17


2307
1


9012.0168
RTDPVTLDVLY
13505
11
Human
CEA
581
A
6.7
2520
1309
10
2


9012.0118
ITSPPDSSY
13506
9
Human
CEA
597
A
1717
462
16,458
8.8
2


9012.0170
CTSASNPSPQY
13507
11
Human
CEA
615
A
535
549

484
1


9012.0120
ITDNNNGTY
13508
9
Human
CEA
645
A
32
460
15,604
21
3


9012.0172
ETDLDMLRHLY
13509
11
Human
Her2/neu
40
A
9.6
4,4
1501
10
3


9012.0147
VTQGNLELTY
13510
10
Human
Her2/neu
55
A
90
6718
1672
23
2


9012.0149
RTTQLFEDNY
13511
10
Human
Her2/neu
103
A
2393

11,225
7.4
1


9012.0151
LTQRNPQLCY
13512
10
Human
Her2/neu
154
A
6.9
21
139
7.1
4


9012.0174
FTSMPNPEGRY
13513
11
Human
Her2/neu
279
A
10
2.8
170
104
4


9012.0122
SMDNPEGRY
13514
9
Human
Her2/neu
281
A
141
535
1443
11
2


9012.0176
ASDVTACPYNY
13515
11
Human
Her2/neu
293
A
18
5833
2444
205
2


9012.0124
CTTACPYNY
13516
9
Human
Her2/neu
295
A
1867
5558
275
188
2


9012.0106
VTDCPYNY
13517
8
Human
Her2/neu
296
A
79

1451
1628
1


9012.0178
VTETLEEITGY
13518
11
Human
Her2/neu
399
A
20
3514

11,269
1


9012.0180
ETDEEITGYLY
13519
11
Human
Her2/neu
401
A
6.4
27
277
1132
3


9012.0126
LTEITGYLY
13520
9
Human
Her2/neu
403
A
16
4226
25
151
3


9012.0128
VTQGLPREY
13521
9
Human
Her2/neu
546
A
848
3891
1014
1.7
1


9012.0182
ETDQCVACAHY
13522
11
Human
Her2/neu
580
A
9.9
36
496
398
4


9012.0153
YTMAGVGSPY
13523
10
Human
Her2/neu
772
A
9.8
0.32
2.2
3.5
4


9012.0152
YVMAGVGSPY
13524
10
Human
Her2/neu
772

122
1.7
3.4
12
4


1215.02
VMAGVGSPY
13525
9
Human
Her2/neu
773

1047
802
91
7.6
2


1215.07
CMQIAKGMSY
13526
10
Human
Her2/neu
826

485
8333
2136
5.1
2


9012.0184
DMDDLVDAEEY
13527
11
Human
Her2/neu
1013
A
428
5662

18,038
1


9012.0186
PTDDPSPLQRY
13528
11
Human
Her2/neu
1102
A
32

937
440
2


1095.30
LTCSPQPEY
13529
9
Human
Her2/neu
1131

981
5234
701
73
1


9012.0188
ATSPAFDNLYY
13530
11
Human
Her2/neu
1212
A
4.9
41
9.4
0.90
4


1610.02
ASDLPTTMNY
13531
10
Human
MAGE
68
A
32

5087
791
1


1610.03
LTDHFVQENY
13532
10
Human
MAGE
246
A
5.8
3760
12,377
1828
1


1610.01
MTDLVQENY
13533
9
Human
MAGE
247
A
7.1
659
460
2360
2


83.0099
TQDLVQEKY
13534
9
Human
MAGE1
240

91


2099
1


9012.0190
GTSSFSTTINY
13535
11
Human
MAGE2
67
A
4176
1495
196
86
2


9012.0130
SSDSTTINY
13536
9
Human
MAGE2
69
A
8.5
3926
423
898
2


9012.0108
ITSKASEY
13537
8
Human
MAGE2
150
A
3292
3161
15,233
165
1


9012.0192
VTEVVPISHLY
13538
11
Human
MAGE2
166
A
31
579
1956
8.7
2


9012.0132
ETVPISHLY
13539
9
Human
MAGE2
166
A
234
0.35
869
2.2
3


83.0098
VTGPGPGY
13540
8
Human
MAGE2
179
A
1841

1885
305
1


9012.0133
LTQENYLEY
13541
9
Human
MAGE2
250
A
16
30
22
23
4


9012.0134
LTHFLLLKY
13542
9
Human
MAGE2/3
116
A
32
369
1.3
3.2
4


9012.0135
GTDPACYEF
13543
9
Human
MAGE2/3
263
A
467
186
1958
9837
2


9012.0194
GTSSLPTTMNY
13544
11
Human
MAGE3
67
A
1648
2486
260
7.6
2


9012.0196
TMDYPLWSQSY
13545
11
Human
MAGE3
74
A
149
419
721
99
3


9012.0154
MTVDPIGHLY
13546
10
Human
MAGE3
167
A
188
0.42
19
1.1
4


1461.06
MEVDPIGHLY
13547
10
Human
MAGE3
167

371
15
307
35
4


9012.0136
FTTCLGLSY
13548
9
Human
MAGE3
171
A
15
1.3
2.2
1303
3


9012.0112
ATDLGLSY
13549
8
Human
MAGE3
172
A
9.6
2814
2196
6857
1


9012.0137
FTQENYLEY
13550
9
Human
MAGE3
250
A
13
8.0
23
99
4


9012.0139
SSDPSQKTY
13551
9
Human
p53
95
A
37

9710
101
2


9012.0140
STVPSQKTY
13552
9
Human
p53
95
A

420

106
2


1553.01
PSQKTYQGSY
13553
10
Human
p53
98

485


142
2


1598.01
GTDKSVTCTY
13554
10
Human
p53
117
A
412

4748
1886
1


1096.05
GTAKSVTCTY
13555
10
Human
p53
117

2865
1245
4535
59
1


9012.0156
GTDVRAMAIY
13556
10
Human
p53
154
A
21
965
1061
1.4
2


9012.0155
GTRVRAMAIY
13557
10
Human
p53
154


237
959
1.4
2


1096.14
RVEGNLRVEY
13558
10
Human
p53
196

2003

14,728
48
1


9012.0198
NTDRHSVVVPY
13559
11
Human
p53
210
A
247
4611
1716
9692
1


9012.0197
NTFRHSVVVPY
13560
11
Human
p53
210

4396
276
1099
3686
1


1470.36
GSDCTTIHYNY
13561
11
Human
p53
226

102
2795
14,738
729
1


9012.0200
GTDCTTIHYNY
13562
11
Human
p53
226
A
29
4863
959
76
2


9012.0114
CTDIHYNY
13563
8
Human
p53
229
A
68
2193
2552
1026
1


9012.0113
CTTIHYNY
13564
8
Human
p53
229

3479
893
3121
364
1





—indicates binding affinity >20,000 nM.













TABLE 188







Binding affinity of A02 supertype peptides






















SEQ




Ana-





Degen-


Peptide
Sequence
ID NO
AA
Organism
Protein
Position
log
A*0201
A*0202
A*0203
A*0206
A*6802
eracy























1369.01
GVLGWSPQV
13565
9
HBV
env
62
A
22
157
389
28
9428
4


1369.14
VVQAGFFLV
13566
9
HBV
env
177
A
440
79
2503
81
617
3


1369.13
PVLPIFFCV
13567
9
HBV
env
377
A
8.7
3136
14,286
22
1814
2


70.0094
FLLAQFTSAI
13568
10
HBV
Pol
503

65
1.9
4.8
148
533
4


1369.15
YVDDVVLGV
13569
9
HBV
pol
538
A
18
14
70
16
354
5


1369.03
FVLSLGIHV
13570
9
HBV
pol
562
A
45
399
2817
131
112
4


1369.26
IVRGTSFVYV
13571
10
HBV
pol
773
A

5301
69
5398
1217
1


1369.02
HVYSHPIIV
13572
9
HBV
pol
1076
A
150
1923
14
1199
123
3


F124.06
CINGVCWTV
13573
9
HCV
NS3
1073

63




1


F124.03
KLVALGINAV
13574
10
HCV
NS3
1406

461




1


9016.0058
YLVAYQATV
13575
9
HCV
NS4
1590

8.6
0.49
2.5
5.8
47
5


F124.04
SLMAFTAAV
13576
9
HCV
NS4
1789

20




1


1537.01
RLTPLCVTL
13577
9
HIV
Env
13
A
28
6.0
54
164

4


1537.02
KLTQLCVTL
13578
9
HIV
Env
13
A
24
2.7
38
131

4


1537.03
KLTSLCVTL
13579
9
HIV
Env
13
A
91
29
91
181

4


1516.13
QITPLCVTL
13580
9
HIV
Env
134
A
976
124
4391
634
2867
1


1516.14
KLTFLCVTL
13581
9
HIV
Env
134
A
19
3.0
41
123

4


1516.15
KLTPLCVIL
13582
9
HIV
Env
134
A
356
74
968
1545

2


1539.01
MTANPPIPV
13583
9
HIV
Gag
27
A
2.3
7.2
2.5
1066
2
4


1539.02
MTRNPPVPV
13584
9
HIV
Gag
27
A
9171
1136
35

117
2


1539.03
MTSNPAIPV
13585
9
HIV
Gag
27
A
1465
951
68
911
2
2


1539.04
ALAEAMSQA
13586
9
HIV
Gag
38
A
15
1.9
20
17
3021
4


1539.05
VLAEAMGQV
13587
9
HIV
Gag
38
A
55
1.7
3.2
75
168
5


1539.06
VLAEAMSHT
13588
9
HIV
Gag
38
A
243
16
7.5
975

3


1539.07
VLAEAMSKA
13589
9
HIV
Gag
38
A
69
3.4
7.6
101
4578
4


1539.08
VLGEAMSQA
13590
9
HIV
Gag
38
A
176
21
22
1089

3


1211.08
SLYNTVATL
13591
9
HIV
GAG
77

290
6573
68

1155
2


1516.08
VLAEAMSHV
13592
9
HIV
Gag
386
A
29
1.9
5.5
89
304
5


1516.09
ILAEAMSKA
13593
9
HIV
Gag
386
A
72
3.5
2.8
126
2655
4


1516.10
VLAEAMSRV
13594
9
HIV
Gag
386
A
40
2.6
3.7
75
487
5


1516.11
VLAEAMSAA
13595
9
HIV
Gag
386
A
24
0.00
0.87
10
474
5


1516.12
VLAEAMAAA
13596
9
HIV
Gag
386
A
17
1.9
3.2
16
639
4


73.0103
FLKEKGGLEGV
13597
11
HIV
NEF
117
A
322
3.5
6.8
739
1252
3


73.0105
FLKEKGGLDGV
13598
11
HIV
NEF
117
A
332
3.7
11
3207
3807
3


73.0120
EILDLWVYHV
13599
10
HIV
NEF
185
A
496
569
1865
2229
163
2


73.0122
ILDLWVYHV
13600
9
HIV
NEF
186
A
17
30
156
145
7414
4


73.0124
ILDLWVYNV
13601
9
HIV
NEF
186
A
40
30
201
135
5814
4


73.0127
WQNYTPGPGV
13602
10
HIV
NEF
204
A
1175
114
230
223
11,993
3


73.0129
WLNYTPGPGI
13603
10
HIV
NEF
204
A
135
4.6
46

1196
3


73.0138
LLFGWCFKL
13604
9
HIV
NEF
221
A
18
4.1
198
340
1084
4


73.0139
LTFGWCFKV
13605
9
HIV
NEF
221
A
15
33
1168
187
10
4


73.0157
LLLPPLERLTL
13606
11
HIV
REV
77
A
34
2607
9010
45

2


73.0158
LQLPPLERLTV
13607
11
HIV
REV
77
A
159
4545
6270
52

2


1525.09
RILQQLLFV
13608
9
HIV
Vpr
62
A
28
489
60
18
17,931
4


1525.10
RLLQQLLFI
13609
9
HIV
Vpr
62
A
27
70
46
19

4


1525.11
RTLQQLLFI
13610
9
HIV
Vpr
62
A
152

1658
89

2


1525.12
RMLQQLLFI
13611
9
HIV
Vpr
62
A
15
128
12
16
18,745
4


1525.13
RILQQLLFT
13612
9
HIV
Vpr
62
A
1427
5693
5251
491

1


1525.14
RILQQLLFA
13613
9
HIV
Vpr
62
A
123
68
68
20

4


1525.15
RTLQQLLFV
13614
9
HIV
Vpr
62
A
120
1282
190
30

3


1525.16
RMLQQLLFV
13615
9
HIV
Vpr
62
A
21
21
6.8
14

4


1525.17
RMLQQLLFT
13616
9
HIV
Vpr
62
A
126
1868
493
139

3


1525.18
RTLQQLLFA
13617
9
HIV
Vpr
62
A
948
1646
394
18

2


1525.20
RILQQLLLI
13618
9
HIV
Vpr
62
A
199
4681
1003
82

2


1525.21
KILQQLLFI
13619
9
HIV
Vpr
62
A
41
1056
126
51

3


1525.22
RILQQMLFI
13620
9
HIV
Vpr
62
A
187
709
241
108

3


1525.23
RTLQQLMFI
13621
9
HIV
Vpr
62
A
143
1822
514
55

2


1525.24
RILQHLLFA
13622
9
HIV
Vpr
62
A
160
220
51
11

4


1525.25
RTLQLLLFV
13623
9
HIV
Vpr
62
A
4.7
371
468
11
3206
4


1525.26
TILQQLLFI
13624
9
HIV
Vpr
62
A
95
2786
367
91
7032
3


1525.27
RILQRLLFV
13625
9
HIV
Vpr
62
A
64
1585
11
73

3


1545.01
RVLQQLLFI
13626
9
HIV
Vpr
62
A
27
1062
24
8.5
10,579
3


1545.03
RILQQPLFI
13627
9
HIV
Vpr
62
A
140
9910
38
872

2


1545.04
RMLQHLLFI
13628
9
HIV
Vpr
62
A
16
10
4.0
14

4


1545.05
RVLQQLLFV
13629
9
HIV
Vpr
62
A
10
1005
29
6.4

3


1577.43
SLSAYIIRV
13630
9
HIV



40




1


1578.19
GMGCTGWFEV
13631
10
HPV
E1
11

1049
37
62
1456
1321
2


1578.41
ALFNVQEGV
13632
9
HPV
E1
68

64
2.0
5.2
45
914
4


1578.25
AIFGVNPTV
13633
9
HPV
E1
232

205
21
92
96
1057
4


1578.14
CLYCHLQSL
13634
9
HPV
E1
239

1031
90
45
1772
9600
2


86.0178
AIFGVNPTI
13635
9
HPV
E1
246

1822
13
324
421
3536
3


86.0202
LIQPYSIYA
13636
9
HPV
E1
250

1397
245
2112
428
3296
2


1578.34
MQCLTCTWGV
13637
10
HPV
E1
251

9.9
5.5
36
5.6
20
5


1578.20
SLYTHLQCL
13638
9
HPV
E1
252

224
2.6
11
540
8475
3


1578.26
TLYAHIQCL
13639
9
HPV
E1
252

269
4,9
9.4
420
1613
4


1578.01
LLQQYCLYL
13640
9
HPV
E1
254

224
11
17
309
606
4


1578.07
LIQPFILYA
13641
9
HPV
E1
261

124
70
46
71
8625
4


1578.02
SLACSWGMVV
13642
10
HPV
E1
266

805
22
8.5
1710
588
2


1578.08
ILYAHIQCL
13643
9
HPV
E1
266

314
9.4
10
420
16,355
4


1578.15
KLLEKLLCI
13644
9
HPV
E1
272

19
21
15
51

4


1578.21
KLMSNLLSI
13645
9
HPV
E1
285

16
2.7
7.9
34

4


1578.29
KLMSQLLNI
13646
9
HPV
E1
288

35
1.6
12
56

4


1578.03
KLLSKLLCV
13647
9
HPV
E1
292

55
68
36
125

4


86.0189
ALYWYRTGM
13648
9
HPV
E1
298

1596
13
57
15,649

2


86.0195
ALYWFRTAM
13649
9
HPV
E1
311

1477
17
214
13,949

2


1578.30
ALYWYRTGL
13650
9
HPV
E1
314

5066
8.2
23
11,468

2


86.0176
ALYWYKTGI
13651
9
HPV
E1
318

665
21
53
4120
3292
2


86.0181
ALYWYRTGI
13652
9
HPV
E1
325

555
24
64
4639
4850
2


1578.35
SLQDSQFEL
13653
9
HPV
E1
336

141
1.4
165
160
8852
4


86.0190
VQWAYDNDV
13654
9
HPV
E1
341

4435
89
375
428
3590
3


86.0209
VQWAFDNEV
13655
9
HPV
E1
348

286
1502
4519
31

2


86.0196
VQWAYDNEL
13656
9
HPV
E1
354

3974
190
1916
1098

1


86.0205
VQWAYDHDI
13657
9
HPV
E1
357

6899
6836

427

1


1578.36
FQYAQLADV
13658
9
HPV
E1
364

42
3.7
12
32
16,876
4


86.0182
VQWAFDNEL
13659
9
HPV
E1
368

3227
319
449
256

3


1578.09
MAFEYALLA
13660
9
HPV
E1
382

226
52
74
100
29
5


1578.16
QQIEFVSFL
13661
9
HPV
E1
429

19
3.3
14
49
44
5


1578.17
FLSALKLFL
13662
9
HPV
E1
436

17
2.8
11
45
2146
4


1578.37
FLSYFKLFL
13663
9
HPV
E1
443

30
2.1
8.6
45
4752
4


1578.22
FLGAFKKFL
13664
9
HPV
EI
449

5839
10
476
11,816

2


1578.42
FLVAFKQFL
13665
9
HPV
E1
449

55
0.43
4.7
81
1405
4


1578.31
FLDAFKKFL
13666
9
HPV
E1
452

158
25
251
420

4


1578.10
QQIEFITFL
13667
9
HPV
E1
456

42
5.9
20
45
93
5


1578.11
FLGALKSFL
13668
9
HPV
E1
463

719
0.30
2.1
1720
3934
2


1593.56
FLGALKSFV
13669
9
HPV
E1
463
A
93
1.1
1.1
79
822
4


1578.18
FLQGCIISYA
13670
10
HPV
E1
473

93
2.6
9.0
241
1409
4


1578.38
FQGSVISFV
13671
9
HPV
E1
481

15
1.8
1.8
13
564
4


1578.23
FLKGCVISCV
13672
10
HPV
E1
486

2800
13
13
7191
13,093
2


1578.27
FLQGAIISFV
13673
10
HPV
E1
486

45
0.65
6.6
69
86
5


1578.43
FLKGCIISYV
13674
10
HPV
E1
486

341
0.85
2.0
1165
795
3


1578.28
LQGAIISFV
13675
9
HPV
E1
487

42
6.6
11
20
1215
4


1578.04
SLMKFLQGSV
13676
10
HPV
E1
489

436
31
4.6
1452
10,371
3


1578.32
FLSGCVISYV
13677
10
HPV
E1
489

43
2.7
7.4
67
102
5


1578.05
FLQGSVICFV
13678
10
HPV
E1
493

41
3.5
9.1
73
380
5


1578.06
LQGSVICFV
13679
9
HPV
E1
494

23
33
21
52
3562
4


1578.12
FIQGAVISFV
13680
10
HPV
E1
500

255
12
18
345
394
5


1578.13
IQGAVISFV
13681
9
HPV
E1
501

45
12
13
35
4876
4


1578.24
GMIDDVTPI
13682
9
HPV
E1
512

25
0.20
0.63
24

4


1578.44
GMIDDVTAI
13683
9
HPV
E1
512

23
5.3
7.3
37

4


1578.39
YIDDYLRNL
13684
9
HPV
EI
518

664
27
380
862

2


1578.33
ALDGNDISV
13685
9
HPV
E1
535

40
41
337
48

4


1578.40
FQFQNPFPL
13686
9
HPV
E1
573

8.4
0.75
3.5
6.3
3158
4


86.0075
YLHNRLVVFT
13687
10
HPV
E1
578

2160
120
181
15,169
1596
2


1578.51
RLENAILFTA
13688
10
HPV
E2
43

2148
43
1766
4556

1


1593.60
RLENAILFTV
13689
10
HPV
E2
43
A
101
24
160
134
15,802
4


1578.45
TLQDVSLEV
13690
9
HPV
E2
93

701
18
26
2072
2682
2


1593.54
TTQDVSLEV
13691
9
HPV
E2
93
A
1344
2355
147
674
9
2


1593.55
TVQDVSLEV
13692
9
HPV
E2
93
A
244
483
56
194
15
5


1578.47
YTNWKFIYL
13693
9
HPV
E2
131

69
14
31
84
146
5


1578.49
YTNWGEIYI
13694
9
HPV
E2
131

293
10
82
700
24
4


1578.56
YTNWSEIYI
13695
9
HPV
E2
131

61
3.6
47
216
5
5


1578.46
VAWDSVYYM
13696
9
HPV
E2
136

172
603
1332
790
5154
1


1593.57
VAWDSVYYV
13697
9
HPV
E2
136
A
4.4
35
143
3.3
48
5


1578.52
YVVWDSIYYI
13698
10
HPV
E2
137

77
127
287
49
172
5


1578.48
YLCIDGQCTV
13699
10
HPV
E2
138

1771
283
274
4651

2


1578.53
VVWDSIYYI
13700
9
HPV
E2
138

13
39
288
11
52
5


1593.58
YTCIDGQCTV
13701
10
HPV
E2
138
A
698
314
420
1013
459
3


1593.59
YVCIDGQCTV
13702
10
HPV
E2
138
A
950
128
399
538
593
2


1578.50
KLFCADPAL
13703
9
HPV
E2
242

70
6.8
73
82

4


1578.54
FQKYKTLFV
13704
9
HPV
E2
311

1138
821
30
419

2


1578.55
FLSHVKIPV
13705
9
HPV
E2
351

41
4.0
9.8
91
60
5


1491.73
TLHDLCQAV
13706
9
HPV
E6
11
A
331
17
15
10,585
2809
3


1491.57
TLSFVCPWCV
13707
10
HPV
E7
94
A
786
123
370
4357
388
3


1481.17
LTNTGLYNL
13708
9
HPV18
E6
93

13,609
20
4987
1835
1580
1


1481.25
TLSFVCPWCA
13709
10
HPV18
E7
93

1611
221
521

13,228
1


1481.46
RTLHDLCQA
13710
9
HPV33
E6
10

8121
34
678
96

2


1481.47
TLHDLCQAL
13711
9
HPV33
E6
11

1404
2.7
40
2182

2


9013.0115
WQRLLLTASV
13712
10
Human
CEA
15
A
5114
16,288
36
2227

1


9013.0116
WLRLLLTASL
13713
10
Human
CEA
15
A
8816
12,466
32
17,432
19,784
1


9013.0253
WQRLLLTASLV
13714
11
Human
CEA
15
A
1713
246
19
496

3


9013.0254
WLRLLLTASLL
13715
11
Human
CEA
15
A
3481
171
12
11,778

2


9013.0117
RLLLTASLLV
13716
10
Human
CEA
17
A
57
123
103
114
5937
4


9013.0002
LLLTASLLV
13717
9
Human
CEA
18
A
28
1334
293
79

3


9013.0118
SLLTFWNPPV
13718
10
Human
CEA
23
A
208
76
159
207
24
5


9013.0256
SLLTFWNPPTV
13719
11
Human
CEA
23
A
55
54
54
536
2272
3


9013.0120
LLTFWNPPTV
13720
10
Human
CEA
24
A
170
10
3.2
1001
607
3


9013.0259
LLTFWNPPTTV
13721
11
Human
CEA
24
A
762
67
58
5811
7535
2


9013.0006
LTFWNPPTV
13722
9
Human
CEA
25
A
3.4
17
2.3
5.2
14
5


9013.0007
LLFWNPPTT
13723
9
Human
CEA
25
A
11
15
4.3
889

3


9013.0122
LTFWNPPTTV
13724
10
Human
CEA
25
A
210
38
1.9
339
23
5


9013.0123
LLFWNPPTTA
13725
10
Human
CEA
25
A
25
1.3
1.6
1172
2136
3


9013.0125
TTAKLTIESV
13726
10
Human
CEA
32
A

4070
355
10,428
53
2


9013.0009
TAKLTIESV
13727
9
Human
CEA
33
A

480
216
10,738
243
3


9013.0010
TLKLTIEST
13728
9
Human
CEA
33
A
18,337
80
24


2


9013.0265
KVTIESTPFNV
13729
11
Human
CEA
35
A
2575
239
40
93
1547
3


9013.0128
LLIESTPFNV
13730
10
Human
CEA
36
A
16
4.0
8.1
62
202
5


9013.0267
LTIESTPFNVV
13731
11
Human
CEA
36
A
1087
188
14
77
123
4


9013.0268
LLIESTPFNVA
13732
11
Human
CEA
36
A
121
3.3
3.5
107

4


9013.0012
TLESTPFNV
13733
9
Human
CEA
37
A
216
19
221
1209
241
4


9013.0013
TVESTPFNV
13734
9
Human
CEA
37
A
17,240
1914
6164
2395
313
1


9013.0130
TIESTPFNVV
13735
10
Human
CEA
37
A
15,639
11,864
671
3225
305
1


9013.0015
NVAEGKEVV
13736
9
Human
CEA
44
A

1307
4755

354
1


9013.0016
NLAEGKEVL
13737
9
Human
CEA
44
A
3838
14
293


2


9013.0133
NVAEGKEVLV
13738
10
Human
CEA
44
A

1140
19,562

352
1


9013.0134
NLAEGKEVLL
13739
10
Human
CEA
44
A
2249
9.2
2026
16,857

1


9013.0271
NLAEGKEVLLL
13740
11
Human
CEA
44
A
7590
18
2718


1


9013.0019
VLEGKEVLL
13741
9
Human
CEA
45
A
2908
18
2324


1


9013.0273
VLEGKEVLLLV
13742
11
Human
CEA
45
A
1841
32
272
4608

2


9013.0021
EVLLLVHNV
13743
9
Human
CEA
50
A
3033
6240
6601
107
3
2


9013.0022
ELLLLVHNL
13744
9
Human
CEA
50
A
2176
1881

7182
296
1


9013.0275
LLLVHNLPQHV
13745
11
Human
CEA
52
A
4824
261
652
5144

1


9013.0139
RQIIGYVIGV
13746
10
Human
CEA
77
A
145
7.4
20
47
27
5


9013.0140
RLIIGYVIGT
13747
10
Human
CEA
77
A
1871
179
636
2715
14,594
1


9013.0024
YVIGTQQAV
13748
9
Human
CEA
82
A
160
3.2
6.2
84
3
5


9013.0025
YLIGTQQAT
13749
9
Human
CEA
82
A
207
2.6
18
5524
8242
3


9013.0142
GTQQATPGPV
13750
10
Human
CEA
85
A


36


1


9013.0143
GLQQATPGPA
13751
10
Human
CEA
85
A
4870
220
3.9


2


9013.0027
TQQATPGPV
13752
9
Human
CEA
86
A

13,655
268
5869

1


9013.0028
TLQATPGPA
13753
9
Human
CEA
86
A
19,382
1984
29


1


9013.0029
IIYPNASLV
13754
9
Human
CEA
100
A
230
24
4.0
152
409
5


9013.0030
ILYPNASLL
13755
9
Human
CEA
100
A
130
1.8
4.2
455
14,675
4


9013.0144
IIYPNASLLV
13756
10
Human
CEA
100
A
466
9.9
4.7
70
830
4


9013.0145
ILYPNASLLI
13757
10
Human
CEA
100
A
88
1.3
2.8
252
3117
4


9013.0032
IQNIIQNDV
13758
9
Human
CEA
109
A
16,243
1933
393
3364

1


9013.0033
ILNIIQNDT
13759
9
Human
CEA
109
A

222
8008


1


9013.0146
IIQNDTGFYV
13760
10
Human
CEA
112
A
155
25
548
201
2599
3


9013.0147
ILQNDTGFYT
13761
10
Human
CEA
112
A
902
187
3745
11,094

1


9013.0034
IQNDTGFYT
13762
9
Human
CEA
113


3741
5640
474

1


9013.0035
IQNDTGFYV
13763
9
Human
CEA
113
A
148
16
37
32
4498
4


9013.0036
ILNDTGFYT
13764
9
Human
CEA
113
A
213
14
185
3812

3


9013.0149
IQNDTGFYTV
13765
10
Human
CEA
113
A
600
20
31
63
8835
3


9013.0150
ILNDTGFYTL
13766
10
Human
CEA
113
A
152
2.1
59
381
11,260
4


9013.0151
YTLHVIKSDV
13767
10
Human
CEA
120
A
4372
1079
972
54
16
2


9013.0152
YLLHVIKSDL
13768
10
Human
CEA
120
A
86
22
352
62
15,271
4


9013.0278
VIKSDLVNEEV
13769
11
Human
CEA
124
A

57
1727


1


9013.0279
VLKSDLVNEEA
13770
11
Human
CEA
124
A

14
3419


1


9013.0038
GQFRVYPEV
13771
9
Human
CEA
136
A
1376
344
313
43

3


9013.0039
GLFRVYPEL
13772
9
Human
CEA
136
A
43
13
229
1423

3


9013.0155
AVAFTCEPEV
13773
10
Human
CEA
162
A
7858
233
54
199
13,390
3


9013.0156
ALAFTCEPET
13774
10
Human
CEA
162
A

206
279
7964

2


9013.0045
VLFTCEPET
13775
9
Human
CEA
163
A
2544
134
502


1


9013.0158
TLDATYLWWV
13776
10
Human
CEA
171
A
61
137
468
155
1060
4


9013.0286
RLQLSNGNRTL
13777
11
Human
CEA
190


443
2839


1


9013.0050
QLSNGNRTL
13778
9
Human
CEA
192

16,059
39
43

8653
2


9013.0292
QLSNGNRTLTL
13779
11
Human
CEA
192


80
683


1


9013.0230
TLFNVTRNDV
13780
10
Human
CEA
201
A
1479
69
25
4843

2


9013.0052
VLYGPDAPV
13781
9
Human
CEA
233
A
48
2.4
19
172
3264
4


9013.0054
NLNLSCHAV
13782
9
Human
CEA
254
A
633
15
39
7132
2203
2


9013.0172
AQYSWFVNGV
13783
10
Human
CEA
267
A
114
1.2
2.4
13
11,952
4


9013.0173
ALYSWFVNGT
13784
10
Human
CEA
267
A
661
8.9
3.6
875

2


9013.0175
GTFQQSTQEV
13785
10
Human
CEA
275
A

157
431
2046
896
2


9013.0176
GLFQQSTQEL
13786
10
Human
CEA
275
A
1362
6.2
48


2


9013.0178
FQQSTQELFV
13787
10
Human
CEA
277
A
143
21
46
60

4


9013.0179
FLQSTQELFI
13788
10
Human
CEA
277
A
95
3.7
59
1108

3


9013.0056
QQSTQELFV
13789
9
Human
CEA
278
A
1595
163
409
593

2


9013.0057
QLSTQELFI
13790
9
Human
CEA
278
A
65
4.5
27
7471
8169
3


9013.0181
STQELFIPNV
13791
10
Human
CEA
280
A
5499
2098
566
181
854
1


9013.0182
SLQELFIPNI
13792
10
Human
CEA
280
A
126
15
35
66
7456
4


9013.0059
TQELFIPNV
13793
9
Human
CEA
281
A
308
15,949
3325
55
4930
2


9013.0060
TLELFIPNI
13794
9
Human
CEA
281
A
29
113
398
84
4232
4


9013.0299
TLELFIPNITV
13795
11
Human
CEA
281
A
161
502
15,823
2333
1044
1


9013.0300
TVELFIPNITV
13796
11
Human
CEA
281
A
8207
10,183

1644
193
1


9013.0062
EVFIPNITV
13797
9
Human
CEA
283
A



4263
4
1


9013.0303
NLTVNNSGSYT
13798
11
Human
CEA
288
A




106
1


9013.0187
ITVNNSGSYV
13799
10
Human
CEA
289
A

334
255
1013
114
3


9013.0064
TVNNSGSYV
13800
9
Human
CEA
290
A
16,583
310
39

44
3


9013.0065
TLNNSGSYT
13801
9
Human
CEA
290
A

237
233


2


9013.0190
CQAHNSDTGV
13802
10
Human
CEA
299
A

339
466
1565

2


9013.0191
CLAHNSDTGL
13803
10
Human
CEA
299
A
13,550
13
39


2


9013.0066
GLNRTTVTV
13804
9
Human
CEA
307
A
109
10
3.8
4726

3


9013.0067
RLTVTTITV
13805
9
Human
CEA
307
A
108
22
36
704
12,988
3


9013.0304
RTTVTTITVYV
13806
11
Human
CEA
310
A
154
9.6
244
73
0.18
5


9013.0305
RLTVTTITVYA
13807
11
Human
CEA
310
A
243
23
205
1103
53
4


9013.0192
TTVTTITVYV
13808
10
Human
CEA
311
A
1042
21
326
408
17
4


9013.0193
TLVTTITVYA
13809
10
Human
CEA
311
A
781
11
57
1740
194
3


9013.0068
TVTTITVYV
13810
9
Human
CEA
312
A
102
12
58
95
3
5


9013.0069
TLTTITVYA
13811
9
Human
CEA
312
A
14
0.75
2.6
666
5
4


9013.0195
ILNTTYLWWV
13812
10
Human
CEA
349
A
1017
121
22
775
15,923
2


9013.0196
IVNTTYLWWV
13813
10
Human
CEA
349
A
5940
1435
389
91
71
3


9013.0197
YLWWVNNQSV
13814
10
Human
CEA
354
A
8.9
1.2
4.2
65
17
5


9013.0070
WLNNQSLPV
13815
9
Human
CEA
357
A
29
1.3
4.3
978
197
4


9013.0072
LQLSNDNRV
13816
9
Human
CEA
369
A

1699

298

1


9013.0205
LLLSNDNRTL
13817
10
Human
CEA
369
A
8195
303
4176


1


9013.0307
LQLSNDNRTLV
13818
11
Human
CEA
369
A
12,781
1393
5204
99

1


9013.0075
RTLTLLSVV
13819
9
Human
CEA
376
A
505
6019
300
88

2


9013.0076
RLLTLLSVT
13820
9
Human
CEA
376
A
1829
4606
1603
482

1


9013.0310
NLLYGPDDPTI
13821
11
Human
CEA
410
A
9882
421
8646


1


9013.0208
YTYYRPGVNV
13822
10
Human
CEA
424
A
514
5.6
2.9
75
7
4


9013.0209
YLYYRPGVNL
13823
10
Human
CEA
424
A
54
2.2
2.8
940
953
3


9013.0311
GVNLSLSCHAV
13824
11
Human
CEA
430
A
2089
63
2590
15,270
947
1


9013.0312
GLNLSLSCHAA
13825
11
Human
CEA
430
A
1418
47
1179


1


9013.0314
AQYSWLIDGNV
13826
11
Human
CEA
445
A
267
62
48
70
15,592
4


9013.0315
ALYSWLIDGNI
13827
11
Human
CEA
445
A
25
3.6
7.0
92
10,417
4


9013.0212
ILQHTQELFI
13828
10
Human
CEA
455
A
845
49
594


1


9013.0078
QQHTQELFV
13829
9
Human
CEA
456
A
2478
5294
847
325

1


9013.0079
QLHTQELFI
13830
9
Human
CEA
456
A
832
25
264
11,685
19,117
2


9013.0316
HTQELF1SNIV
13831
11
Human
CEA
458
A
2662
1140
1403
5388
88
1


9013.0082
TLELFISNI
13832
9
Human
CEA
459
A
2464
170
1696
3854
949
1


9013.0318
RTTVKTITVSV
13833
11
Human
CEA
488
A
1593
866
457
137
1.4
3


9013.0319
RLTVKTITVSA
13834
11
Human
CEA
488
A
1059
401
91
1359
270
3


9013.0083
KTITVSAEV
13835
9
Human
CEA
492
A
971
42
2.6
79
15
4


9013.0084
KLITVSAEL
13836
9
Human
CEA
492
A
71
3.3
27
153

4


9013.0089
VLFTCEPEA
13837
9
Human
CEA
519
A
240
70
125
4567

3


9013.0323
FTCEPEAQNTV
13838
11
Human
CEA
521
A
336
29
86
920
215
4


9013.0324
FLCEPEAQNTf
13839
11
Human
CEA
521
A
328
52
51


3


9013.0325
ELQNTTYLWWV
13840
11
Human
CEA
526
A
3002
355
1209

157
2


9013.0326
EVQNTTYLWWV
13841
11
Human
CEA
526
A


19,567

34
1


9013.0217
ALNTTYLWWV
13842
10
Human
CEA
527
A
223
48
5.6
578
7695
3


9013.0090
WLNGQSLPV
13843
9
Human
CEA
535
A
287
8.6
6.4
2254
2181
3


9013.0220
GLSLPVSPRL
13844
10
Human
CEA
538
A
15,655
223
3867


1


9013.0222
SLPVSPRLQV
13845
10
Human
CEA
540
A
7314
1258
155


1


9013.0224
RLQLSNGNRV
13846
10
Human
CEA
546
A
17,576
207
669


1


9013.0328
RLQLSNGNRTV
13847
11
Human
CEA
546
A
5904
128
57

4842
2


9013.0227
LLLSNGNRTL
13848
10
Human
CEA
547
A
1552
158
412
3987

2


9013.0095
QLSNGNRTV
13849
9
Human
CEA
548
A
15,126
139
54


2


9013.0229
QLSNGNRTLV
13850
10
Human
CEA
548
A

66
146


2


9013.0334
QLSNGNRTLTV
13851
11
Human
CEA
548
A
1053
20
363


2


9013.0335
RLYVCGIQNSV
13852
11
Human
CEA
567
A
170
6.3
24
1538

3


9013.0336
RVYVCGIQNSV
13853
11
Human
CEA
567
A
425
0.22
3.6
305
6320
4


9013.0096
YTCGIQNSV
13854
9
Human
CEA
569
A
1971
71
310
342
140
4


9013.0337
YVCGIQNSVSV
13855
11
Human
CEA
569
A
344
242
159
58
207
5


9013.0338
YLCGIQNSVSA
13856
11
Human
CEA
569
A
208
21
180
513
9155
3


9013.0099
SLNRSDPVT
13857
9
Human
CEA
578
A

121
2493


1


9013.0233
SLNRSDPVTL
13858
10
Human
CEA
578
A
16,179
59
80


2


9013.0100
YVSGANLNL
13859
9
Human
CEA
605
A
6161
13
75
230
374
4


9013.0235
PQYSWRINGV
13860
10
Human
CEA
623
A

1328
25


1


9013.0236
PLYSWRINGI
13861
10
Human
CEA
623
A

348
14


2


9013.0102
QQHTQVLFV
13862
9
Human
CEA
634
A
2103
1424
80
126

2


9013.0103
QLHTQVLFI
13863
9
Human
CEA
634
A
1244
22
39
5523

2


9013.0242
QLHTQVLFIA
13864
10
Human
CEA
634
A
3938
322
163


2


9013.0243
HTQVLFIAKV
13863
10
Human
CEA
636
A
2648
1572
86
834
1577
1


9013.0244
HLQVLFIAKI
13866
10
Human
CEA
636
A
5928
789
29
121

2


9013.0105
TQVLFIAKV
13867
9
Human
CEA
637
A
1036
296
27
46
212
4


9013.0106
TLVLFIAKI
13868
9
Human
CEA
637
A
16,573
105
21
29
13,030
3


9013.0248
YACFVSNLAV
13869
10
Human
CEA
653
A
1389
754
194
71
95
3


9013.0250
GLSAGATVGV
13870
10
Human
CEA
682
A
97
2.9
2.8
1100
1153
3


9013.0342
GATVGIMIGVV
13871
11
Human
CEA
686
A

7524
341
4527
671
1


9013.0343
GLTVGIMIGVL
13872
11
Human
CEA
686
A
5010
914
290
11,500
2645
1


9013.0108
TLGIMIGVL
13873
9
Human
CEA
688
A
7416
286
1705
9064

1


9013.0251
TLGIMIGVLV
13874
10
Human
CEA
688
A
195
87
197
2240
1782
3


9013.0344
GIMIGVLVGVV
13875
11
Human
CEA
690
A
563
185
82
912
10,296
2


9013.0345
GLMIGVLVGVA
13876
11
Human
CEA
690
A
2187
39
69
3298

2


9013.0109
ITIGVLVGV
13877
9
Human
CEA
691
A
113
43
16
55
9
5


9013.0346
IMIGVLVGVAV
13878
11
Human
CEA
691
A
75
18
55
61
9005
4


9013.0347
ILIGVLVGVAL
13879
11
Human
CEA
691
A
1524
239
1007
120

2


9013.0349
MLGVLVGVALI
13880
11
Human
CEA
692
A
4961
432
139
4729
8788
2


9013.0110
GVLVGVALV
13881
9
Human
CEA
694
A
946
6088
472
56
15,737
2


9013.0111
GLLVGVALI
13882
9
Human
CEA
694
A
158
89
13
206
14,914
4


1325.03
ALBRWGLLV
13883
9
Human
Her2/neu
5
A
20
25
4.2
285
16,000
4


1334.07
AMCRWGLLV
13884
9
Human
Her2/neu
5
A
51
9282
1573
2115
3904
1


1334.09
KLFGSLAFV
13885
9
Human
Her2/neu
369
A
6.8
7.9
20
18
1274
4


60.0180
VLVHPQWVV
13886
9
Human
Kallikrein
53
A
464
65
1988
3224
14,606
2


1419.11
VLVHPQWVLTV
13887
11
Human
Kallikrein
53
A
11
1.5
16
31
8889
4


63.0109
DLMLLRLSEPV
13888
11
Human
Kallikrein
120
A
69
66
32
118
2078
4


1419.17
PLVCNGVLQGV
13889
11
Human
Kallikrein
216
A
26
126
19
264
4211
4


1586.07
GLYDGMEHL
13890
9
Human
MAGE10
254

160




1


1586.08
GLYDGMEHV
13891
9
Human
MAGE10
254
A
155




1


1586.02
KVAELVHYL
13892
9
Human
MAGE3
112
A
132




1


1586.03
KVAEIVHYL
13893
9
Human
MAGE3
112
A
119




1


9016.0059
LVFGIELMEV
13894
10
Human
MAGE3
160

7.3
1.3
1.8
1.7
12
5


1586.05
GVYDGREHTV
13895
10
Human
MAGE4
230

163




1


1586.06
GLYDGREHTV
13896
10
Human
MAGE4
230
A
144




1


1317.29
RMPEAAPPVV
13897

Human
p53
65
A
55
62
6.3
259

4


1323.17
RLPEAAPPVV
13898
10
Human
p53
65
A
152
32
18
240

4


1323.01
ALPPVAPV
13899
8
Human
p53
69
A
346
672
606
789
165
2


1323.03
ALNKMFCQV
13900
9
Human
p53
129
A
75
172
8.2
15

4


1323.14
ALNKMFCQLV
13901
10
Human
p53
129
A
218
298
71
8273

3


1317.19
KMFBQLAKV
13902
9
Human
p53
132
A
138
15
10
35
8889
4


1317.27
KMFCQLAKV
13903
9
Human
p53
132
A
36
8.6
8.2
16

4


1323.16
VLVPYEPPEV
13904
10
Human
p53
216
A
90
408
82
3270

3


1323.07
CLTIHYNYV
13905
9
Human
p53
229
A
270
216
65
1047
640
3


1324.17
KLFCQLAKV
13906
9
Human
p53/mp53
132
A
58
4.0
3.4
15
1294
4


1323.05
KLCPVQLWV
13907
9
Human
p53/mp53
139
A
121
249
49
23

4


1418.24
VTAKELKFV
13908
9
Human
PAP
30
A
7143
2688
40
137

2


1389.03
TLMSAMTNV
13909
9
Human
PAP
112
A
636
14
35
2188
484
3


1389.07
IVYSAHDTTV
13910
10
Human
PAP
284
A
7643
91
627
356
737
2


1418.26
ITYSAHDTTV
13911
10
Human
PAP
284
A
4167
115
238
154
82
4


1389.06
ILYSAHDTTV
13912
10
Human
PAP
384
A
397
1.1
13
1480
6285
3


1419.50
SLSLGFLFV
13913
9
Human
PAP


77
25
21
93

4


1419.52
SLSLGFLFLV
13914
10
Human
PAP


3.3
3.9
17
42
348
5


1419.58
LLALFPPEGV
13915
10
Human
PAP


5.0
0.73
1.6
148
163
5


1419.59
LVALFPPEGV
13916
10
Human
PAP


156
17
4.8
463
28
5


1419.61
ALFPPEGVSV
13917
10
Human
PAP


15
1.1
18
119
4444
4


1419.62
GLHGQDLFGV
13918
10
Human
PAP


12
2.3
3.1
18

4


1419.64
LLPPYASCHV
13919
10
Human
PAP


88
15
16
97
5333
4


1419.69
LLWQPIPVHV
13920
10
Human
PAP


25
1.8
18
285
62
5


1389.10
MLLRLSEPV
13921
9
Human
PSA
118
A
47
29
48
689
433
4


1389.14
ALGTTCYV
13922
8
Human
PSA
143
A
93
6.7
12
292

4





— indicates binding affinity >20,000 nM.













TABLE 189







Binding affinity of A03/11 supertype peptides






















SEQ




Ana-





Degen-


Peptide
Sequence
ID NO
AA
Organism
Protein
Position
log
A*0301
A*1101
A*3101
A*3301
A*6801
eracy























1525.01
VTVYYGVPVWR
13923
11
HIV
Env
47
A
560
22
19
511
29
3


1525.02
VTVYYGVPIWK
13924
11
HIV
Env
47
A
18
2.3
150
1353
5.0
4


1525.03
VTIYYGVPVWK
13925
11
HIV
Env
47
A
42
2.5
534

28
3


1525.04
VTIYYGVPVWR
13926
11
HIV
Env
47
A
920
3.0
4.0
51
3.4
4


1525.05
VTVYYGIPVWR
13927
11
HIV
Env
47
A
123
17
3.8
4.5
3.6
5


1525.06
ITVYYGVPVWR
13928
11
HIV
Env
47
A
831
76
13
114
5.4
4


1525.07
VTVYYGVPVRR
13929
11
HIV
Env
47
A
2323
271
59
795
32
3


1525.08
VTVYDGVPVWR
13930
11
HIV
Env
47
A
7843
246
552
5718
59
2


1539.09
VTVYDGVPVWK
13931
11
HIV
Env
47
A
1065
19
18,318

362
2


F207.02
RLRPGGKKK
13932
9
HIV
gag
17

21
11,259
415
787

2


1595.03
NIGPGRAFY
13933
9
HIV
gp160
310

175
691
1418
4500
29
2


1595.04
KIQNFRVYY
13934
9
HIV
IN
219

170
22
857

12,942
2


9017.0185
SSIVGWPAVR
13935
10
HIV
NEF
8

3174
22
26
648
14
3


9017.0058
SIVGWPAVR
13936
9
HIV
NEF
9

1088
632
79
469
21
3


9017.0186
IVGWPAVRER
13937
10
HIV
NEF
11

630
1169
110
1178
81
2


9017.0187
AAEGVGAASR
13938
10
HIV
NEF
45


478
3268
5097
450
2


9017.0188
AAEGVGAVSR
13939
10
HIV
NEF
45

16,042
992
2681
4117
424
1


66.0063
PVRPQVPLR
13940
9
HIV
NEF
95


16,112
332
3439
7012
1


9017.0189
AAFDLSFFLK
13941
10
HIV
NEF
105

9.0
2.3
130
2181
1.9
4


9017.0190
AAFDLSHFLK
13942
10
HIV
NEF
105

8.7
2.0
96
2553
2.5
4


9017.0063
AFDLSHFLK
13943
9
HIV
NEF
106

777
46
639
1435
216
2


73.0184
AVDLSFFLK
13944
9
HIV
NEF
111
A
226
23
6207

4038
2


9017.0192
EVLMWKFDSR
13945
10
HIV
NEF
203


7630
436
62
2.8
3


9017.0066
VLMWKFDSR
13946
9
HIV
NEF
204

1427
883
72
63
516
2


9017.0193
SSLARRHMAR
13947
10
HIV
NEF
211

1059
928
4.8
190
869
2


9017.0067
SLARRHIAR
13948
9
HIV
NEF
212

66
1100
1.5
30
621
3


73.0243
RVPLTFGWCFK
13949
11
HIV
NEF
216
A
69
30
102

571
3


1595.06
RSLYNTVATLY
13950
11
HIV
p17
76

1085
148
9272


1


1516.01
VTIKIGGQLR
13951
10
HIV
Pol
98
A
13,755
64
58
6018
31
3


1516.02
VTIKIGGQIK
13952
10
HIV
Pol
98
A
1110
184
19,318

381
2


1516.03
VTVKIGGELK
13953
10
HIV
Pol
98
A
4106
39


33
2


1516.04
VTIRVAGQVK
13954
10
HIV
Pol
98
A
53
21
4603

52
3


1516.05
VTIKIGGQIR
13955
10
HIV
Pol
98
A
12,996
389
1145

46
2


1516.06
VTVKVGGQLR
13956
10
HIV
Pol
98
A
8931
199
503
12,672
96
2


1516.07
VTIRVGGQLR
13957
10
HIV
Pol
98
A
3264
17
32
9435
28
3


F207.03
KLVDFRELNK
13958
10
HIV
pol


23
82
4977
5902
3135
2


F207.04
GIPHPAGLK
13959
9
HIV
pol


19
18

11,072
210
3


F207.06
QIYPGIKVR
13960
9
HIV
pol


99
480
32
571
22
4


F207.29
AIFQSSMIK
13961
9
HIV
pol


18
7.0
6468

183
3


F207.30
QIYPGIKVK
13962
9
HIV
pol


18
13
2818
14,344
249
3


9017.0194
ALLQAVIIK
13963
10
HIV
REV
14

86
86
1270


2


9017.0068
LLQAVRIIK
13964
9
HIV
REV
15

107
326
328
3022
15,869
3


9017.0069
LLRAVRIIK
13965
9
HIV
REV
15

69
2028
2638


1


9017.0197
KTVRLIKFLY
13966
10
HIV
REV
17

106
235
1295
6647
12,027
2


9017.0198
ILYQSNPYPK
13967
10
HIV
REV
24

8.8
14
549
11,025
37
3


9017.0070
QSNPYPEPK
13968
9
HIV
REV
27

1043
46
513

868
1


9017.0071
GTRQARKNR
13969
9
HIV
REV
37

1212
8349
24
5067

1


9017.0200
GTRQARKNRR
13970
10
HIV
REV
37

1547
2925
56
8367
1483
1


73.0369
KVRRRRWRAR
13971
10
HIV
REV
43
A
327

342
3243
15,501
2


9017.0072
RILSTYLGR
13972
9
HIV
REV
62

7.5
7.2
1.6
404
457
5


9017.0073
RILSTCLGR
13973
9
HIV
REV
62

58
113
8.5
1447
1446
3


F207.11
ERISLTYLGR
13974
10
HIV
rev


409
114
96
494
721
4


1595.09
KLNWASQIY
13975
9
HIV
RT


63
950



1


1595.10
KQNPDIVIY
13976
9
HIV
RT


3802
263
4553


1


9017.0202
GSQPKTACNK
13977
10
HIV
TAT
18

472
30
1478

15,822
2


9017.0203
KTACNNCYCK
13978
10
HIV
TAT
22

131
21
656

665
2


9017.0204
KTACNKCYCK
13979
10
HIV
TAT
22

301
56
393

792
3


9017.0077
TACNKCYCK
13980
9
HIV
TAT
23

17,895
345
1179
4894
1926
1


9017.0205
TACNNCYCKK
13981
10
HIV
TAT
23

6208
394


2271
1


66.0055
KTLGISYGR
13982
9
HIV
TAT
44
A
53
9.8
21
502
36
4


66.0073
KTLGISYGRK
13983
10
HIV
TAT
44
A
36
79
841

1629
2


66.0090
KTLGISYGRKK
13984
11
HIV
TAT
44
A
52
285
91

647
3


66.0062
GTGISYGRK
13985
9
HIV
TAT
45
A
480
77


7407
2


66.0060
LTISYGRKK
13986
9
HIV
TAT
46
A
584
69
13,918

63
2


9017.0079
ISYGRKKRR
13987
9
HIV
TAT
48

9285

36
1121
1363
1


9017.0207
ISKQPLPQTR
13988
10
HIV
TAT
74



83
2582
417
2


9017.0082
ESKKKVESK
13989
9
HIV
TAT
92

12,500



250
1


9017.0083
ESKKEVESK
13990
9
HIV
TAT
92


8037


158
1


73.0333
KVGPGGYPRR
13991
10
HIV
TAT
101
A
2268
487
250
7904
721
2


73.0334
KAGPGGYPRK
13992
10
HIV
TAT
101
A
62
43
10,734

5555
2


73.0336
KVGPGGYPRRK
13993
11
HIV
TAT
101
A
70
87
775

921
2


9017.0212
OVMIVWQVDR
13994
10
HIV
VIF
6

8346
103
140
1055
26
3


9017.0213
MIVWQVDRMR
13995
10
HIV
VIF
8

7279
4572
61
267
22
3


9017.0084
IVWQVDRMR
13996
9
HIV
VIF
9

1472
729
23
269
381
3


9017.0214
RIRTWNSKVK
13997
10
HIV
VIF
17

7.0
89
71

15,864
3


9017.0215
RINTWKSLVK
13998
10
HIV
VIF
17

12
10
632

11,491
2


9017.0216
LVKHHMYVSK
13999
10
HIV
VIF
24

574
184
347
10,857
17
3


9017.0217
EVHIPLGDAR
14000
10
HIV
VIF
54

9390
17,803
9917
344
9.5
2


9017.0219
GQGVSIEWRK
14001
10
HIV
VIF
83

15,044
142
8010

2214
1


9017.0087
GVSIEWRQR
14002
9
HIV
VIF
85

13,140
1224
335
2089
1164
1


9017.0220
GVSIEWRLRR
14003
10
HIV
VIF
85

7779
468
189
1081
4420
2


9017.0221
GVSIEWRKRR
14004
10
HIV
VIF
85


6317
226
1683
8806
1


9017.0222
GVSIEQRQRR
14005
10
HIV
VIF
85


1620
130
571
1419
1


9017.0088
VSIEWRLRR
14006
9
HIV
VIF
86

338
6.9
3.1
29
131
5


9017.0089
VSIEWRQRR
14007
9
HIV
VIF
86

1350
13
1.5
7.1
41
4


9017.0090
VSIEWRKRR
14008
9
HIV
VIF
86

2654
77
9.2
58
156
4


9017.0223
AIRKAILGHR
14009
10
HIV
VIF
120

244
12,606
25
1522
7728
2


9017.0092
KAILGQVVR
14010
9
HIV
VIF
123

15,480
5337
441

159
2


9017.0224
AILGHIVIPR
14011
10
HIV
VIF
124

31
48
2.0
102
42
5


9017.0225
AILGHIVSPR
14012
10
HIV
VIF
124

14
122
4.6
74
92
5


9017.0226
AILGHIVRPR
14013
10
HIV
VIF
124

49
160
7.1
240
234
5


9017.0093
ILGNIVIPR
14014
9
HIV
VIF
125

22
167
64
83
9.2
5


9017.0094
ILGNIVSPR
14015
9
HIV
VIF
125

10
1395
44
126
18
4


9017.0095
ILGNIVRPR
14016
9
HIV
VIF
125

32
11,376
242
377
160
4


9017.0096
GSLQYLALK
14017
9
HIV
VIF
144

17
6.6
72
14,446
10,050
3


66.0057
KVGSLQYLK
14018
9
HIV
VIF
146
A
482
70
2104

4200
2


9017.0097
YLALTALIK
14019
9
HIV
VIF
148

235
3037


5899
1


9017.0227
LALTALIKPK
14020
10
HIV
VIF
149

286
34
1168

3480
2


9017.0228
LALTALITPK
14021
10
HIV
VIF
149

88
6.6
1731

1085
2


9017.0098
ALTALIKPK
14022
9
HIV
VIF
150

24
19
2252

6017
2


9017.0099
ALTALITPK
14023
9
HIV
VIF
150

17
16
439
12,337
833
3


9017.0229
ALTALIKPKK
14024
10
HIV
VIF
150

529
430
901

2103
1


9017.0230
ALTALITPKK
14025
10
HIV
VIF
150

44
6.8
7407

802
2


9017.0100
LTALIKPKK
14026
9
HIV
VIF
151

167
71
2479
1115
27
3


9017.0101
LTALITPKK
14027
9
HIV
VIF
151

41
4.2
4504
12,333
6.5
3


9017.0231
LTALIKPKKR
14028
10
HIV
VIF
151

6457
1810
1299
8721
39
1


9017.0102
TALIKPKKR
14029
9
HIV
VIF
152


2726
1736
774
295
1


9017.0234
KIKPPLPSVR
14030
10
HIV
VIF
159

1115
6951
8.1
3435
14,670
1


9017.0105
SVRKLVEDR
14031
9
HIV
VIF
166

5099
1143
15
187
153
3


9017.0106
SVRKLTEDR
14032
9
HIV
VIF
166

16,753
7641
48
646
226
2


9017.0107
KLVEDRWNK
14033
9
HIV
VIF
169

265
102
61

17,962
3


9017.0108
KLTEDRWNK
14034
9
HIV
VIF
169

278
42
55


3


F207.12
RIRTWKSLVK
14035
10
HIV
vif


16
128
173


3


F207.13
NMYISKKAK
14036
9
HIV
vif


7.3
596
95
833
16,536
2


F207.14
KTKPPLPSVKK
14037
11
HIV
vif


18
64
42

4028
3


9017.0238
WTLELLEELK
14038
10
HIV
VPR
18


3842
17,231

169
1


9017.0239
KQEAVRHFPR
14039
10
HIV
VPR
27

9259
394
9.9
575
6742
2


9017.0241
LQQLLFIHFR
14040
10
HIV
VPR
64

2492
58
1.3
114
81
4


9017.0111
QQLLFIHFR
14041
9
HIV
VPR
65

1795
4.8
2.0
41
17
4


9017.0112
FIHFRIGCR
14042
9
HIV
VPR
69

1008
7119
61
13
67
3


9017.0242
HSRIGILRQR
14043
10
HIV
VPR
78

637
6905
9.8
418
253
3


9017.0113
RIGILRQRR
14044
9
HIV
VPR
80

277
1142
7.6
2316
3789
2


9017.0114
GILRQRRAR
14045
9
HIV
VPR
82

1367
672
177
3194
1483
1


9017.0115
AIVVWTIAY
14046
9
HIV
VPU
33

121
9.2
3191
5230
7185
2


9017.0116
WTIAYIEYR
14047
9
HIV
VPU
37

11,300
31
97
14
8.6
4


9017.0117
WTIVYIEYR
14048
9
HIV
VPU
37

10,426
1505
1923
92
17
2


9017.0243
WTIVYIEYRK
14049
10
HIV
VPU
37

4886
37
1349
3507
0.94
2


9017.0244
WTIAYIEYRK
14050
10
HIV
VPU
37

4654
62
885
493
1.2
3


9017.0118
TIVYIEYRK
14051
9
HIV
VPU
38

8833
94
13,688
10,866
18
2


9017.0119
TIAYIEYRK
14052
9
HIV
VPU
38

911
24
3305
892
7.8
2


9017.0245
IVFIEYRKIR
14053
10
HIV
VPU
39

4369
1466
12
312
186
3


9017.0246
KILRQRKIDR
14054
10
HIV
VPU
46

1028
5081
166
3743

1


9017.0121
ILRQRKIDR
14055
9
HIV
VPU
47

7828

7.3
26

2


9017.0247
RQRKIDWLIK
14056
10
HIV
VPU
49

198
101
95


3


9017.0248
KIDWLIKRIR
14057
10
HIV
VPU
52

8653
8627
19
6690

1


9017.0249
KIDRLIDRIR
14058
10
HIV
VPU
52



351


1


9017.0122
WLIKRIRER
14059
9
HIV
VPU
55

5158

85
20
50
3


9017.0123
RLIDRIRER
14060
9
HIV
VPU
55

36
137
4.6
937
227
4


9017.0124
RLIERIRER
14061
9
HIV
VPU
55

57
407
14
1105
983
3


9017.0250
STMVDMGNLR
14062
10
HIV
VPU
88

1421
8.1
11
325
8.7
4


9017.0125
TMVDMGNLR
14063
9
HIV
VPU
89

1459
274
63
66
15
4


1577.23
KGLGISYGRKK
14064
11
HIV



23
6210
49


2


1577.25
GLGISYGRK
14065
9
HIV



64
2153



1


1577.30
KGLGISYGR
14066
9
HIV



4233
415
1.4


2


F207.31
RTRGAHTNDVK
14067
11
HIV



44
74
182

1301
3


F207.32
RTRGAHTNDVR
14068
11
HIV



343
712
69
6686
192
3


F207.33
AVFVHNFKRK
14069
10
HIV



64
17
1474

104
3


R207.37
RISTWKSLVK
14070
10
HIV



21
62
2310


2


F207.39
RTKPPLPSVTK
14071
11
HIV



176
84
150

1602
3


86.0124
GTGCNGWFY
14072
9
HPV
E1
12

11,727
196

18,319

1


88.0140
WFYVQAIVDK
14073
10
HPV
E1
17

196
12,889


19,490
1


88.0171
WFFVETIVEK
14074
10
HPV
E1
17

13,715
1480
18,327
201
1215
1


88.0323
ALFTAQEAK
14075
9
HPV
E1
69

28
13
2664
16,062
603
2


88.0141
AQVLHVLKRK
14076
10
HPV
E1
79

161
104
3362

15,782
2


88.0335
AQVLHVLKR
14077
9
HPV
E1
79

353
79
296
64
6533
4


88.0364
AQVLHLLKR
14078
9
HPV
E1
79

1667
285
98
3776
19,473
2


1587.52
AQVLHLLKRK
14079
10
HPV
E1
79

339
308
18,204


2


88.0365
QVLHLLKRK
14080
9
HPV
E1
80

1547
320
3640
1848
801
1


88.0383
NVCVSWKYK
14081
9
HPV
E1
106

1074
927
265
2460
628
1


1587.01
RLKAICIEK
14082
9
HPV
E1
109

43
520
20


2


88.0325
KQSRAAKRR
14083
9
HPV
E1
117

1050
18,752
325
512
1121
1


88.0128
TQQMLQVEGR
14084
10
HPV
E1
141


2996
354
1847
739
1


88.0374
TQQLQDLFK
14085
9
HPV
E1
178

1700
53

1996
6677
1


88.0375
NLQGKLYYK
14086
9
HPV
E1
189

277
55
363
9.4
98
5


88.0184
LQGKLYYKFK
14087
10
HPV
E1
190

724
130
3710
16,223

1


1587.02
LTNILNVLK
14088
9
HPV
E1
191

221
4.6
210
2025
12
4


88.0358
NTKANILYK
14089
9
HPV
E1
195

2124
142
2417
693
100
2


88.0385
NTKATLLYK
14090
9
HPV
E1
195

396
109
3824
168
186
4


88.0369
KTTVLFKFK
14091
9
HPV
E1
200

31
20
36
1396
874
3


88.0142
KQGAMLAVFK
14092
10
HPV
E1
210

35
11
519

235
3


88.0163
SFMELVRPFK
14093
10
HPV
E1
211

2018
199
7.7
3.3
1393
3


1587.03
SFSELVRPFK
14094
10
HPV
E1
218

4245
551
2.0
24
5338
2


88.0143
SFTDLVRNFK
14095
10
HPV
E1
225

1594
244
47
56
22
4


88.0153
KTLLQPYCLY
14096
10
HPV
E1
232

180
405
4279
19,598

2


88.0130
KTLLQQYCLY
14097
10
HPV
E1
252

206
134
2920
14,416
7029
2


1587.29
MVMLMLVREK
14098
10
HPV
E1
253

16
16
41
175
13
5


1587.30
MLVRFKCAK
14099
9
HPV
E1
257

151
187
85
983
864
3


88.0376
GVIVMMLIR
14100
9
HPV
E1
259

2380
434
3460
214
2773
2


88.0377
MLIRYTCGK
14101
9
HPV
E1
264

34
14
1220
526
15
3


88.0386
ILLLLIRFK
14102
9
HPV
E1
267

120
1880
48
402
2501
3


1587.31
ITIEKLLEK
14103
9
HPV
E1
268

115
14
313
10,981
16
4


88.0164
LLLIRFRCSK
14104
10
HPV
E1
269

205
6976
1713

732
1


88.0191
LLLIRFKCSK
14105
10
HPV
E1
269

284
3523
749
17,431
879
1


88.0359
LLRFRCSK
14106
9
HPV
E1
270

192
41
245
576
1145
3


88.0178
LLLRFKCGK
14107
10
HPV
E1
272

198
6310
2187
7097
356
2


1587.04
MVVLLLVRYK
14108
10
HPV
E1
273

2629
1032
118
4484
720
1


1587.05
VVLLLVRYK
14109
9
HPV
E1
274

13
21
1.2
21
540
4


88.0338
GVLILALLR
14110
9
HPV
E1
279

2877
56
2304
3887
943
1


88.0144
VLILALLRYK
14111
10
HPV
E1
280

52
266
285
1190
2182
3


88.0339
ALLRKCGK
14112
9
HPV
E1
284

100
125
343
4346
4601
3


88.0378
EQMLIQPPK
14113
9
HPV
E1
290

15,279
79

831
732
1


1587.32
STAAALYWYR
14114
10
HPV
E1
294

89
4.0
2.4
28
4.1
5


88.0360
MVIEPPKLR
14115
9
HPV
E1
298


271
729
118
13
3


88.0366
MLIEPPKLR
14116
9
HPV
E1
298

15,447
2877
3156
150
12
2


88.0165
SQTCALYWFR
14117
10
HPV
E1
307

4846
1835
227
260
1159
2


88.0192
SQACALYWFR
14118
10
HPV
E1
307

4658
174
42
212
85
4


88.0361
QTCALYWFR
14119
9
HPV
E1
308

1963
64
51
19
18
4


88.0371
ATCALYWYR
14120
9
HPV
E1
311

211
18
19
15
120
5


88.0340
MLIQPPKLR
14121
9
HPV
E1
312

16,220
2321
699
146
25
2


86.0126
STAAALYWY
14122
9
HPV
E1
314

689
17


320
2


1587.06
STAAALYWYK
14123
10
HPV
E1
314

4.5
1.6
35
138
5.9
5


86.0130
SSVAALYWY
14124
9
HPV
E1
321


470


3772
1


88.0341
SVAALYWYR
14125
9
HPV
E1
322

32
4.5
3.7
0.87
4.1
5


1587.33
DSNACAFLK
14126
9
HPV
E1
366

1425
303
1129
39
68
3


88.0379
DSNAQAFLK
14127
9
HPV
E1
373


1274

20
39
2


88.0387
NSNAAAFLR
14128
9
HPV
E1
379


213
158
50
20
4


1587.07
NSNASAFLK
14129
9
HPV
E1
386

426
13
3403
269
27
4


1587.34
GTMCRHYKR
14130
9
HPV
E1
386

611
31
20
226
56
4


88.0342
NSNAAAFLK
14131
9
HPV
E1
393

955
19
2636
665
22
2


1587.35
RQMSMGQWIK
14132
10
HPV
E1
398

53
6.0
48

2228
3


88.0388
GVMCRHYKR
14133
9
HPV
E1
399

2889
80
37
114
93
4


1587.53
AVMCRHYKR
14134
9
HPV
E1
399

213
31
14
59
25
5


88.0134
IVKDCATMCR
14135
10
HPV
E1
401

17,765
18,794
272
1737
838
1


88.0186
QQMNMCQWIK
14136
10
HPV
E1
405

346
20
261
13,142
197
4


1587.08
ATMCRHYKR
14137
9
HPV
E1
406

90
28
10
42
60
5


1587.54
RQMNMSQWIK
14138
10
HPV
E1
411

18
7.5
41

3106
3


88.0343
ATMCKHYRR
14139
9
HPV
E1
413

221
19
23
74
55
5


88.0166
GQWIQSRCEK
14140
10
HPV
E1
416

320
261
626
4919

2


88.0174
SQWIKYRCSK
14141
10
HPV
E1
416

944
156
323
3399

2


1587.09
KQMSMSQWIK
14142
10
HPV
E1
418

49
17
50
11,429
3789
3


88.0380
KTDEGGDWK
14143
9
HPV
E1
419

3630
407

13,111
9892
1


88.0136
SQWIKYRCDR
14144
10
HPV
E1
423

19,130
10,969
418
2708

1


88.0147
SQWIRFRCSK
14145
10
HPV
E1
430

415
130
373
3770
11,750
3


1587.36
EFVSFLSALK
14146
10
HPV
E1
432

1289
181
11,594
17
22
3


1587.37
FVSFLSALK
14147
9
HPV
E1
433

111
8.8
4375
3786
13
3


1587.38
FLSALKLFLK
14148
10
HPV
E1
436

715
165
984
2594
1561
1


1587.39
LSALKLFLK
14149
9
HPV
E1
437

957
31
96
1818
2211
3


88.0188
DFISFLSYFK
14150
10
HPV
E1
439

175
30
2629
5.7
1.5
4


88.0330
KQIVMFLRY
14151
9
HPV
E1
440

138
97
4391
6403
2257
2


1587.40
KLFLKGVPKK
14152
10
HPV
E1
441

16
85
1036


2


1587.41
KLFLKGVPK
14153
9
HPV
E1
441

16
17
1.5
9684

3


1587.55
GVEFISFLR
14154
9
HPV
E1
443


440
124
314
48
4


88.0167
EFTAFLGAFK
14155
10
HPV
E1
445

4665
293

35
197
3


88.0193
EFTAFLVAFK
14156
10
HPV
E1
445

7483
1406
13,774
127
980
1


88.0168
FTAFLGAFKK
14157
10
HPV
E1
446

1902
25

17,735
20
2


88.0362
FTAFLGAFK
14158
9
HPV
E1
446

31
3.8
833
71
5.4
4


88.0389
FTAFLVAFK
14159
9
HPV
E1
446

45
15
663
76
23
4


88.0179
EFTAFLDAFK
14160
10
HPV
E1
448

5794
968
16,517
14
127
2


88.0381
KLFLQGTPK
14161
9
HPV
E1
448

15
12
51

703
3


88.0169
FLGAFKKFLK
14162
10
HPV
E1
449

3.3
9.6
11
112
275
5


1587.10
EFMSFLTALK
14163
10
HPV
E1
452

477
683
5962
21
20
3


88.0194
KQFLQGVPLL
14164
10
HPV
E1
454

172
34
209


3


88.0390
KQFLQGVPK
14165
9
HPV
E1
454

32
17
44
5182
15,334
3


1587.11
MSFLTALKR
14166
9
HPV
E1
454

106
26
49
119
2.4
5


88.0189
VLCGPPNTGK
14167
10
HPV
E1
461

141
220
370

12,303
3


88.0148
FLGALKSFLK
14168
10
HPV
E1
463

27
120
327
2313
1391
3


88.0195
LLCGPANTGK
14169
10
HPV
E1
467

137
134
3646

1898
2


1587.56
LLYGPANTGK
14170
10
HPV
E1
467

14
8.8
6302
14,529
44
3


88.0149
KSFLKGTPKK
14171
10
HPV
E1
468

48
89
572


2


88.0344
KSFLKGTPK
14172
9
HPV
E1
468

16
23
22
16,134
1911
3


88.0180
VLYGPANTGK
14173
10
HPV
E1
470

9.8
25
1935
5267
175
3


88.0190
KSCFAMSLIK
14174
10
HPV
E1
470

57
17
311

12,226
3


1587.12
LLYGAANTGK
14175
10
HPV
E1
474

3.3
16
6720

76
3


88.0150
VFCGPANTGK
14176
10
HPV
E1
481

1948
1664
485
811
2996
1


1587.13
KSLFGMSLMK
14177
10
HPV
E1
483

4.4
1.5
271

1062
3


1587.14
SLRIGMSLMK
14178
9
HPV
E1
484

1.5
1.3
624
16,502
56
3


1587.15
SVICFVNSK
14179
9
HPV
E1
497

109
3.5
1906
2847
8.6
3


88.0346
WTYFDTYMR
14180
9
HPV
E1
536


293
332
95
3.8
4


88.0372
NTNAGTDPR
14181
9
HPV
E1
563

1120
1017
7017
418
50
2


88.0162
TFPNPFPFDK
14182
10
HPV
E1
567

2417
221
2264
1827
1108
1


88.0347
LTTNIHPAK
14183
9
HPV
E1
571

44
18
231
575
16
4


88.0176
TFPHAFPFDK
14184
10
HPV
E1
580

1412
154
4958

200
2


1587.42
SFFSRTWCR
14185
9
HPV
E1
591

2379
155
2.2
3.5
28
4


88.0382
CFFTRTWSR
14186
9
HPV
E1
598

13,453
1489
4.3
3.0
52
3


88.0170
KSFFSRTWCK
14187
10
HPV
E1
603

7.9
12
5.4
22
219
5


88.0363
SFFSRTWCK
14188
9
HPV
E1
604

172
16
12
4.0
66
5


1587.16
SFFSRTWSR
14189
9
HPV
E1
611

1142
26
0.29
0.59
3.6
4


88.0348
CFFEFTWSR
14190
9
HPV
E1
618


1245
8.6
2.9
24
3


88.0373
GTFKCSAGK
14191
9
HPV
E1
632

23
14
617
18,240
81
3


88.0205
SQRLNVCQDK
14192
10
HPV
E2
5

1869
222
13,426


1


1589.34
SQRLNACQNK
14193
10
HPV
E2
5

2698
424
5957


1


88.0212
DLPSQIEHWK
14194
10
HPV
E2
25





25
1


88.0235
DLTSQIEIIWK
14195
10
HPV
E2
25

18,132
70

8967
29
2


1589.11
RLCDHIDYWK
14196
10
HPV
E2
25

457
444
1627

17,116
2


88.0439
LTSQIEHWK
14197
9
HPV
E2
26

4936
14
8876

24
2


88.0213
SQIEHWKLIR
14198
10
HPV
E2
28

16,598
86
515

1326
1


88.0226
AQIEHWKLTR
14199
10
HPV
E2
28

2068
63
293

2905
2


88.0199
SQIQYWQLIR
14200
10
HPV
E2
32

2308
84
219
7540
952
2


88.0220
SQISYWQLIR
14201
10
HPV
E2
34

2611
94
239

934
2


1589.01
RLECAIYYK
14202
9
HPV
E2
37

55
30
150
6549
7015
3


1589.12
RLECVLMYK
14203
9
HPV
E2
37

8.7
21
44
828
3633
3


1589.13
QVVPALSVSK
14204
10
HPV
E2
57

825
25
8916

12
2


88.0432
MVPCLQVCK
14205
9
HPV
E2
58

1463
332
7314
11,761
83
2


1589.14
VVPALSVSK
14206
9
HPV
E2
58

515
33


133
2


1589.06
QVVPAYNISK
14207
10
HPV
E2
61

326
15
6665

7.6
3


88.0397
VVPAYNISK
14208
9
HPV
E2
62

69
14


992
2


1589.23
QVVPPINISK
14209
10
HPV
E2
63

1277
11
1558

14
2


88.0214
LQMALETLSK
14210
10
HPV
E2
75

559
22
10,636

13,756
1


88.0227
LQLALEALNK
14211
10
HPV
E2
75

1103
21
3632


1


88.0424
QLALEALNK
14212
9
HPV
E2
76

166
155


1293
2


1589.39
ETLNASPYK
14213
9
HPV
E2
80

163
27

4713
28
3


88.0398
ALQGLAQSR
14214
9
HPV
E2
82

3972
2756
311

11,336
1


88.0201
LQGLAQSRYK
14215
10
HPV
E2
83

1097
262
4007


1


88.0416
ALKGLAQSK
14216
9
HPV
E2
84

65
1660
2931


1


88.0228
LQQTSLEMWR
14217
10
HPV
E2
94

13,062
445
306

2926
2


88.0236
WLSEPQKCFK
14218
10
HPV
E2
102

1689
1942
2340
617
202
1


1589.15
YLTAPTGCLK
14219
10
HPV
E2
102

149
573


2563
1


88.0216
VTVQYDNDKK
14220
10
HPV
E2
117

18,225
100


1153
1


88.0202
TVQVYFDGNK
14221
10
HPV
E2
120

1106
14
4620
15,609
121
2


88.0399
VQVYFDGNK
14222
9
HPV
E2
121

2054
182


15,681
1


1589.24
TVHVYFDGNK
14223
10
HPV
E2
122

707
61


97
2


88.0425
NTMDYTNWK
14224
9
HPV
E2
127

1596
19

3533
13
2


1589.16
NTMHYTNWK
14225
9
HPV
E2
127

1021
11
4921
402
11
3


88.0233
MQYVAWKYIY
14226
10
HPV
E2
129

1894
52


12,086
1


1589.07
MTYVAWDSVY
14227
10
HPV
E2
133

616
892
19,447

73
1


88.0400
MTDAGTWDK
14228
9
HPV
E2
144

1576
12


28
2


1589.35
KVCSGVDYR
14229
9
HPV
E2
147


5172
171
5780
13,594
1


88.0209
GQVNCKGIYY
14230
10
HPV
E2
150

1016
168
2763


1


1589.02
GQVDYYGLYY
14231
10
HPV
E2
150

156
53
5404


2


86.0150
KVDYIGMYY
14232
9
HPV
E2
151

317
156



2


88.0408
QVNCKGIYY
14233
9
HPV
E2
151

379
1619



1


88.0229
GLYYWCDGEK
14234
10
HPV
E2
156

107
24
5104

10,048
2


88.0401
CVSHRGLYY
14235
9
HPV
E2
156

27
1211



1


1589.40
GLYYIHGNEK
14236
10
HPV
E2
156

17
18
141
4514
24118
3


88.0409
YVHEGEITY
14237
9
HPV
E2
159

791
136
3124

262
2


1589.25
VSYWGVYYIK
14238
10
HPV
E2
159

109
3.0
3183
11,489
24
3


88.0419
VQFKSECEK
14239
9
HPV
E2
176

181
20
2678
4767

2


88.0441
STTETADPK
14240
9
HPV
E2
205

1538
17
3584

74
2


1589.17
ISFAGIVTK
14241
9
HPV
E2
205

33
9.5
119
4366
31
4


88.0230
AVHLCTETSK
14242
10
HPV
E2
210

1271
87
12,257

10,456
1


1589.08
TVSATQLVK
14243
9
HPV
E2
211

6.5
4.4
14,579

31
3


1589.36
TVNEYNTHK
14244
9
HPV
E2
212

83
20
4119
2730
49
3


1589.26
TVSATQIVR
14245
9
HPV
E2
213

2535
183
213
645
14
3


88.0204
KQLQHTPSPY
14246
10
HPV
E2
219

117
1538



1


88.0224
LQHASTSTPK
14247
10
HPV
E2
223

19
20
5825

14,286
2


1589.09
STVSVGTAK
14248
9
HPV
E2
230

34
6.0
1760
16,034
9.9
3


1589.27
KTASVGTPK
14249
9
HPV
E2
232

11
13
44

8.5
4


88.0210
GVRRATTSTK
14250
10
HPV
E2
235

6.1
664
3629

18,304
1


1589.20
ATNCTNKQR
14251
9
HPV
E2
258

1829
156
51
13,016
139
3


1589.41
TTNCTYKGR
14252
9
HPV
E2
263


2206
58
165
38
3


1589.03
ILTAFNSSHK
14253
10
HPV
E2
267

12
1788
5270

6393
1


88.0394
AFNSSHKGR
14254
9
HPV
E2
270



55
368

2


1589.21
NVAPIVHLK
14255
9
HPV
E2
272

6381
394


2.4
2


1589.42
KVSPIVHLK
14256
9
HPV
E2
277

21
30
6.0

25
4


88.0217
SLKCLRYRLK
14257
10
HPV
E2
285

74
1207
2694
18,818
12,623
1


1589.30
CTAPUHLK
14258
9
HPV
E2
286

13
3.5
286
662
4.3
4


1589.37
KTTPVVHLK
14259
9
HPV
E2
290

28
22
28

33
4


1589.18
ATTPIIHLK
14260
9
HPV
E2
291

9.7
7.6
49
11,153
6.7
4


88.0198
TLKCLRYREK
14261
10
HPV
E2
297

33
894
286
1085
8367
2


1589.22
STWHWTSDNK
14262
10
HPV
E2
305

161
17
2179

18
3


1589.43
STWHWTSDDK
14263
10
HPV
E2
310

342
47
5299

153
3


1589.28
STWHWTGCNK
14264
10
HPV
E2
322

72
15
160
1896
32
4


1589.31
TSNECTNNK
14265
9
HPV
E2
324

4787
116
8912

125
2


88.0219
QQQMFLGTVK
14266
10
HPV
E2
330

1019
13
44211

1464
1


88.0415
QQMFLGTVK
14267
9
HPV
E2
331

2044
22
7169

1583
1


88.0428
KLGIVTITY
14268
9
HPV
E2
332

65
3426



1


88.0437
YSHTHYK
14269
9
HPV
E2
335

2165
29
3932

108
2


1589.04
LTYDSEWQR
14270
9
HPV
E2
335

888
35
314
541
14
3


1589.10
VTYHSETQR
14271
9
HPV
E2
335

29
22
66
181
32
5


1589.44
RQLFLNTVK
14272
9
HPV
E2
336

175
39
87

16,249
3


88.0429
ITYSDETQR
14273
9
HPV
E2
338

2959
165
879
1348
26
2


1589.29
VTYNSEVQR
14274
9
HPV
E2
338

71
25
40
152
23
5


88.0211
TLTYISTSQR
14275
10
HPV
E2
341

3754
8268
688
1006
56
1


1589.19
LTYISTSQR
14276
9
HPV
E2
342

14
112
39
79
0.76
5


1589.32
ETQRQQFLK
14277
9
HPV
E2
343

1012
28
3922
80
30
3


1589.05
FLSQVKIPK
14278
9
HPV
E2
346

86
22
72
158
48
5


1589.33
RQQFLKTVK
14279
9
HPV
E2
346

1318
162
45
2515

2


1589.38
VVYRLVWDK
14280
9
HPV
E2
359

63
13
989
3784
1165
2


86.0011
RFEDPTRRPYK
14281
11
HPV
E6
3

169
432
53
1758
7338
3


86.0005
RTAMFQDPQER
14282
11
HPV
E6
5

1478
103
49
3459
19
3


78.0270
AMFQDPQER
14283
9
HPV
E6
7

736
268
63
7253
403
3


88.0273
RTQCVQCKK
14284
9
HPV
E6
27
A
234
20
127
8147
3066
3


78.0288
VSIACVYCK
14285
9
HPV
E6
28

2694
296
13,241

2353
1


88.0262
VSIACVYCR
14286
9
HPV
E6
28
A
3236
143
42
1347
185
3


78.0295
RLSCVYCKK
14287
9
HPV
E6
30

153
378
1066

7535
2


78.0047
LTWVFEFAFK
14288
10
HPV
E6
41

8672
71


27
2


78.0062
RTEVYQFAFK
14289
10
HPV
E6
41

285
111
1691
9180
3310
2


1521.05
RTEVYQFAFR
14290
10
HPV
E6
41
A
755
211
8.4
696
439
3


88.0293
YFVFADLR
14291
9
HPV
E6
43
A
3633
8.1
20
6.6
2.9
4


78.0103
FAFTDLTIVY
14292
10
HPV
E6
45





346
1


78.0115
FAFADLTVVY
14293
10
HPV
E6
45

18,592
5866


402
1


86.0018
FLFTDLRIVYR
14294
11
HPV
E6
45

672
227
58
21
1.4
4


1550.08
FTDLRIVYR
14295
9
HPV
E6
45

2942
10,466
65
9.7
158
3


78.0052
AFTDLTIVYR
14296
10
HPV
E6
46


331
810
817
210
2


78.0058
AFADLTVVYR
14297
10
HPV
E6
46


5093
140
249
39
3


78.0073
VFADLRIVYR
14298
10
HPV
E6
46


2089
31
52
197
3


88.0039
ATTDLTIVYR
14299
10
HPV
E6
46
A
247
10
34
1739
14
4


88.0055
AVADLTVVYR
14300
10
HPV
E6
46
A
489
11
31
892
7.3
4


88.0084
LFTDLRIVYK
14301
10
HPV
E6
46
A
628
263
258
149
277
4


88.0105
VVADLRIVYR
14302
10
HPV
E6
46
A
513
18
41
101
16
4


78.0313
FTDLTIVYR
14303
9
HPV
E6
47


2662
602
585
28
1


78.0318
FADLTVVYR
14304
9
HPV
E6
47

19,181
9024
1784
310
39
2


88.0023
AVKDLFVVYR
14305
10
HPV
E6
48
A
1728
91
3.1
9.1
3.3
4


88.0073
AVKDLCIVYR
14306
10
HPV
E6
48
A
841
66
7.3
8.0
6.5
4


78.0334
CTELKLVYR
14307
9
HPV
E6
50



64
153
1332
2


78.0292
IVYRDNNPY
14308
9
HPV
E6
52

106
18


33
3


78.0079
AFRDLCIVYR
14309
10
HPV
E6
53

3106
4377
13
41
600
2


88.0001
ATRDLCIVYR
14310
10
HPV
E6
53
A
237
156
4.7
44
28
5


88.0002
AFRDLCIVYK
14311
10
HPV
E6
53
A
31
15
10
132
57
5


88.0026
FVVYRDSIPK
14312
10
HPV
E6
53
A
265
81
6216
146
10
4


78.0275
VVYRDSIPH
14313
9
HPV
E6
54

401
178



2


88.0266
IVYRDCIAR
14314
9
HPV
E6
54
A
465
106
27
325
64
5


88.0280
LVYRDDFPK
14315
9
HPV
E6
55
A
317
13
3009
1970
110
3


1581.04
LVYRDDFPY
14316
9
HPV
E6
55

7381
58


11,315
1


78.0272
IVYRDGNPY
14317
9
HPV
E6
59

76
251


3756
2


88.0246
SIPHAACHR
14318
9
HPV
E6
59
A
1053
352
236
253
181
4


78.0048
AACHKCIDFY
14319
10
HPV
E6
63

18,824
261



1


88.0076
AACHKCIDFK
14320
10
HPV
E6
63
A
118
20
437

414
4


88.0086
CIMCLRFLST
14321
10
HPV
E6
63
A
41
101
167
83
155
5


78.0068
AVCRVCLLFY
14322
10
HPV
E6
64

77
21
1978
4520
1302
2


78.0302
KVCLRLLSK
14323
9
HPV
E6
64

288
230
525


2


88.0094
AVCRVCLLFR
14324
10
HPV
E6
64
A
20
1.8
2.1
64
21
5


1571.12
IMCLRFLSK
14325
9
HPV
E6
64

11
1672
2299
2616
12,867
1


1571.20
KLCLRFLSK
14326
9
HPV
E6
64

18
279
271


3


88.0281
RFCLLFYSK
14327
9
HPV
E6
67
A
1156
484
83
450
232
4


78.0043
AVCDKCLKFY
14328
10
HPV
E6
68

561
83
1959

3323
1


78.0107
RFYSKSEFR
14329
10
HPV
E6
68

1382
17,885
54
204
250
3


88.0004
AVCDKCLKFR
14330
10
HPV
E6
68
A
77
15
11
45
34
5


88.0041
RLYSKVSEFR
14331
10
HPV
E6
68
A
6.4
131
24
690
73
4


88.0057
RVLSKISEYR
14332
10
HPV
E6
68
A
34
84
24
197
136
5


88.0087
RLLSKISEYR
14333
10
HPV
E6
68
A
5.2
662
7.7
108
21
4


88.0107
RTLSKISEYR
14334
10
HPV
E6
68
A
77
100
52
189
133
5


1571.13
RFLSKISEYR
14335
10
HPV
E6
68

1803
5563
14
20
17
3


88.0095
CFLFYSKVRK
14336
10
HPV
E6
69
A
125
96
81
315
172
5


78.0298
LLFYSKVRK
14337
9
HPV
E6
70

3.9
13
395
799
23
4


86.0024
LLFYSKVRKYR
14338
11
HPV
E6
70

28
94
7.0
11
15
5


88.0097
LVYSKVRKYR
14339
10
HPV
E6
71
A
320
619
17
49
31
4


78.0053
KVSEFRWYRY
14340
10
HPV
E6
72

248
24
11
7073
1908
3


78.0074
KISEYRHYNY
14341
10
HPV
E6
72

197
136
1759

10,323
2


78.0281
KVSEFRWYR
14342
9
HPV
E6
72

43
15
10
32
23
5


88.0044
KVSEFRWYRR
14343
10
HPV
E6
72
A
266
16
2.8
159
30
5


88.0060
KISEYRHYNR
14344
10
HPV
E6
72
A
58
140
17
161
1579
4


88.0110
KISEYRHYNK
14345
10
HPV
E6
72
A
29
18
397

15,565
3


1571.14
KISEYRHYQY
14346
10
HPV
E6
72

291
392
7218

11,736
2


78.0081
KFYSKISEYR
14347
10
HPV
E6
75

1684
18,047
48
79
264
3


88.0005
KLYSKISEYR
14348
10
HPV
E6
75
A
5.4
168
6.4
28
91
5


78.0082
KISEYRHYCY
14349
10
HPV
E6
79

152
163
4847
2348
2004
2


78.0054
YSVYGTTLEK
14350
10
HPV
E6
81

357
100


36
3


78.0142
SLYGKTLEER
14351
10
HPV
E6
82

56
1728
435
5499
178
3


78.0282
SVYGTTLEK
14352
9
HPV
E6
82

19
3.8
8875

15
3


88.0090
SLYGKTLEEK
14353
10
HPV
E6
82
A
7.9
6.8
1044
6516
29
3


88.0252
SVYGTTLER
14354
9
HPV
E6
82
A
28
6.4
133
454
21
5


88.0032
DSVYGDTLER
14355
10
HPV
E6
83
A
292
23
485
891
28
4


78.0277
SVYGDTLEK
14356
9
HPV
E6
84

72
14


17
3


78.0291
SVYGETLEK
14357
9
HPV
E6
84

347
166


2622
2


88.0270
SVYGETLER
14358
9
HPV
E6
84
A
44
11
235
160
17
5


78.0283
TTLEKLTNK
14359
9
HPV
E6
86

262
42
598
469
2555
3


78.0294
KTLEERVKK
14360
9
HPV
E6
86

302
160
261


3


78.0300
ATLESITKK
14361
9
HPV
E6
89

56
18
3195

1948
2


78.0044
GTTLEQQYNK
14362
10
HPV
E6
92

10,850
69


3935
1


78.0273
TTLEQQYNK
14363
9
HPV
E6
93

816
26
862
1353
203
2


88.0289
KVLCDLLIR
14364
9
HPV
E6
97
A
363
169
66
5896
9053
3


1513.14
KQLCDLLIR
14365
9
HPV
E6
97

1607
1676
24
6900

1


78.0117
ILIRCIICQR
14366
10
HPV
E6
99

8550
5012
377
2480
537
1


88.0049
LVIRCITCQR
14367
10
HPV
E6
99
A
2222
255
54
135
14
4


88.0050
LLIRCITCQK
14368
10
HPV
E6
99
A
291
120
3009
2165
40
3


88.0061
ITIRCIICQR
14369
10
HPV
E6
99
A
488
93
50
123
12
5


78.0320
LIRCIICQR
14370
9
HPV
E6
100

2200
1289
386
336
993
2


88.0297
LVRCIICQR
14371
9
HPV
E6
100
A
677
358
59
109
201
4


88.0298
LIRCIICQR
14372
9
HPV
E6
100
A
445
252
639
834
285
3


78.0066
LLIRCLRCQK
14373
10
HPV
E6
101

270
226
2496
11,367
44
3


88.0079
LSIRCLRCQK
14374
10
HPV
E6
101
A
245
14
100
1135
17
4


78.0045
LLIRCINCQK
14375
10
HPV
E6
106

296
49
556
5375
32
3


78.0097
RFHNIAGHYR
14376
10
HPV
E6
126

2463
2855
11
99
151
3


88.0036
RFHNIAGHYK
14377
10
HPV
E6
126
A
25
22
2.6
80
23
5


88.0278
NIMGRWTGK
14378
9
HPV
E6
127
A
52
54
3274
86
173
4


78.0083
KQRFHNIRGR
14379
10
HPV
E6
129

2037
11,596
178
4441
10,279
1


88.0011
KVRFHNIRGR
14380
10
HPV
E6
129
A
39
8632
27
4500
3979
2


78.0056
WTGRCIACWR
14381
10
HPV
E6
132

2260
1035
179
17
31
3


88.0052
WTGRGCIACWK
14382
10
HPV
E6
132
A
2633
55
3078
169
24
3


78.0321
AGRCAACWR
14383
9
HPV
E6
133



366
6049

1


78.0331
RCSECWRPR
14384
9
HPV
E6
135



526
521
439
1


88.0037
RTQCHSCCNR
14385
10
HPV
E6
135
A
338
20
22
132
161
5


88.0053
RTIACWRRPR
14386
10
HPV
E6
135
A
40
63
3.2
95
51
5


88.0299
RVAVCWRPR
14387
9
HPV
E6
135
A
5.3
8.5
7.0
102
33
5


78.0322
AACWRSRRR
14388
9
HPV
E6
137

5603
18,788
407
17,506

1


88.0260
AACWRSRRK
14389
9
HPV
E6
137
A
75
770
3022

12,877
1


88.0302
AVCWRPRRK
14390
9
HPV
E6
137
A
34
101
263
7950
1810
3


78.0086
MSCCRSSRTR
14391
10
HPV
E6
144

571
829
324
1142
26
2


78.0311
RARQERLQR
14392
9
HPV
E6
144

18,461

350


1


88.0016
MSCCRSSRTK
14393
10
HPV
E6
144
A
352
169
2333
6916
12
3


88.0243
SVCRSSRTR
14394
9
HPV
E6
145
A
323
97
249
547
17
4


78.0278
ATLQDIVLH
14395
9
HPV
E7
6

4511
152
15,374


1


88.0304
ATLQDIVLK
14396
9
HPV
E7
6
A
37
8.6
65
17,121
3231
3


78.0316
VIDSPAGQA
14397
9
HPV
E7
37

13,039
9433
407
913
983
1


88.0306
GVNHQHLPK
14398
9
HPV
E7
43
A
26
7.7
353
15,615
1192
3


88.0313
VVHAQLPAR
14399
9
HPV
E7
45
A
423
127
3.4
12
201
5


78.0023
ATSNYYIVTY
14400
10
HPV
E7
50

2437
162



1


88.0119
NVVTFCCQCK
14401
10
HPV
E7
53
A
790
303
4757
87
13
3


88.0320
KQHTCYLIR
14402
9
HPV
E7
54
A
135
213
13
2275
12,177
3


86.0026
TFCCKCDSTLR
14403
11
HPV
E7
56


8043
332
91
260
3


88.0308
HTMLCMCCR
14404
9
HPV
E7
59
A
405
92
11
14
24
5


78.0265
'TLRLCIHST
14405
9
HPV
E7
66

1644
235
5656
8957
1594
1


78.0301
VQLDIQSTK
14406
9
HPV
E7
72

2182
216
6859


1


88.0321
VTLDIQSTK
14407
9
HPV
E7
72
A
78
13
2046
1954
237
3


78.0338
VVQQLLMGA
14408
9
HPV
E7
85



2829
438
1440
1


78.0046
GIVCPICSQK
14409
10
HPV
E7
88

2758
75


2714
1


86.0031
TLQVVCPGCAR
14410
11
HPV
E7
88


1395
67
63
147
3


88.0115
GLVCPICSQK
14411
10
HPV
E7
88
A
428
814
+13

3568
1


78.0274
IVCPICSQK
14412
9
HPV
E7
89

636
274
6491

3658
1


88.0310
LSFVCPWCR
14413
9
HPV
E7
94
A

200
47
231
152
4


1556.02
TFWNPPTTAR
14414
10
Human
CEA
26
A
18,115
1502
57
40
29
3


1556.03
TVWNPPTTAK
14415
10
Human
CEA
26
A
25
26
9189
1580
106
3


1556.04
TLWNPPTTAK
14416
10
Human
CEA
26
A
22
107
6828
2243
438
3


76.0146
KLFGYSWYK
14417
9
Human
CEA
61
A
11
7.3
7.3
3720
16
4


76.0153
HLYGYSWYK
14418
9
Human
CEA
61
A
12
11
48
61
16
5


76.0164
HLFTYSWYK
14419
9
Human
CEA
61
A
4.9
7.7
35
137
19
5


76.0165
HLFDYSWYK
14420
9
Human
CEA
61
A
4.1
0.99
36
61
2.1
5


76.0168
HLFWYSWYK
14421
9
Human
CEA
61
A
6.4
5.3
28
39
3.4
5


76.0171
HLFRYSWYK
14422
9
Human
CEA
61
A
21
16
62
83
27
5


76.0190
HLFGYSFYK
14423
9
Human
CEA
61
A
5.4
2.4
27
33
2.4
5


76.0191
HLFGYSYYK
14424
9
Human
CEA
61
A
11
2.7
1796
3472
14
3


1556.07
TTITVYAEPPR
14425
11
Human
CEA
314
A

1189
577
2548
20
1


1556.10
TVYAEPPR
14426
8
Human
CEA
317
A
3638
1377
8407
11,816
21
1


1556.11
TTYAEPPK
14427
8
Human
CEA
317
A
1712
227


320
2


1556.12
TLYAEPPK
14428
8
Human
CEA
317
A
734
269


1978
1


1556.13
RTLTLLSVTK
14429
10
Human
CEA
376
A
23
15
111
6765
219
4


1556.16
TVTVSAELPK
14430
10
Human
CEA
493
A
3433
125


267
2


1556.18
ITVSAELPR
14431
9
Human
CEA
494
A

739
6927
8714
25
1


1556.19
IVVSAELPK
14432
9
Human
CEA
494
A
248
93


218
3


1556.20
ILVASELPK
14433
9
Human
CEA
494
A
226
177
18,065

2730
2


1556.22
TVSAELPR
14434
8
Human
CEA
495
A

1883
11,456
10,112
214
1


1556.23
TTSAELPK
14435
8
Human
CEA
495
A
19,352
221


1403
1


1556.24
TLSAELPK
14436
8
Human
CEA
495
A
2247
102



1


9012.0217
QTRSLTEILK
14437
10
Human
Her2/neu
141
A
250
96
3168
19,840
297
3


9012.0218
QQRSLTEILK
14438
10
Human
Her2/neu
141
A
520
93
1251

18,525
1


9012.0221
LVYQDTILWK
14439
10
Human
Her2/neu
161
A
199
32


155
3


9012.0223
TILWKDIFHR
14440
10
Human
Her2/neu
166
A
1972
10
33
11
26
4


9012.0201
ILWKDIFHR
14441
9
Human
Her2/neu
167
A
181
217
6.4
4.8
235
5


9012.0225
RTVCAGGCAK
14442
10
Human
Her2/neu
217
A
25
13
70
2247
1161
3


9012.0226
RVVCAGGCAR
14443
10
Human
Her2/neu
217
A
1636
690
88
176
1240
2


9012.0227
RLVCAGGCAR
14444
10
Human
Her2/neu
217
A
1072
5858
290
73
14,230
2


9012.0203
TVCAGGCAK
14445
9
Human
Her2/neu
218
A
172
22
694
668
230
3


9012.0231
SVFQNLQVIK
14446
10
Human
Her2/neu
423
A
217
11
3558
6223
16
3


9012.0232
SFFQNLQVIR
14447
10
Human
Her2/neu
423
A
3795
3988
432
702
1404
1


9012.0234
ISWLGLRSLK
14448
10
Human
Her2/neu
450
A
31
18
265
2496
39
4


9012.0235
HTVPWQLFK
14449
10
Human
Her2/neu
478
A
222
17
2809

17
3


9012.0236
HLVPWDQLFR
14450
10
Human
Her2/neu
478
A
278
1531
308
247
21
4


9012.0204
CVNCSQFLK
14451
9
Human
Her2/neu
528
A
410
62
2982
1121
196
3


9012.0238
RVLQGLPREK
14452
10
Human
Her2/neu
545
A
38
35
88

14,415
3


9012.0240
CTARCPSGVK
14453
10
Human
Her2/neu
596
A
463
586

10,160
2056
1


9012.0242
GVVFGILIKK
14454
10
Human
Her2/neu
668
A
484
17


146
3


9012.0243
GTVFGILIKR
14455
10
Human
Her2/neu
668
A
2560
27
46
3135
18
3


9012.0244
GLVFGILIKR
14456
10
Human
Her2/neu
668
A
3510
489
2110
2635
183
2


9012.0246
VVFGILIKRK
14457
10
Human
Her2/neu
669
A
54
13
2598
10,142
139
3


9012.0206
IVIKRRQQK
14458
9
Human
Her2/neu
673
A
198
154
712
9114
3295
2


9012.0207
IQIKRRQQK
14459
9
Human
Her2/neu
673
A
29
20
393


3


9012.0248
RLLKETELRK
14460
10
Human
Her2/neu
713
A
27
52
7014

12,777
2


9012.0249
RQLKETELRK
14461
10
Human
Her2/neu
713
A
167
149

12,588

2


9012.0209
IVKETELRK
14462
9
Human
Her2/neu
714
A
1606
156


1733
1


9012.0253
YVMAGVGSPK
14463
10
Human
Her2/neu
772
A
25
13
5729
219
18
4


9012.0211
QLVTQLMPK
14464
9
Human
Her2/neu
795
A
88
79

15,747
2259
2


9012.0213
LTARNVLVK
14465
9
Human
Her2/neu
846
A
23
12


52
3


9012.0255
VVVKSPNHVK
14466
10
Human
Her2/neu
851
A
256
88
7703

320
3


9012.0214
MALESILRK
14467
9
Human
Her2/neu
889
A
216
13

5475
433
3


9012.0215
MTLESILRR
14468
9
Human
Her2/neu
889
A
287
14
243
94
15
5


9012.0257
TVDVYMIMVK
14469
10
Human
Her2/neu
948
A
11,146
95


308
2


9012.0258
TLDVYMIMVK
14470
10
Human
Her2/neu
948
A
1564
17
12,405

2025
1


1556.25
KTYQGSYGFR
14471
10
Human
p53
101

7.9
8.2
11
954
15
4


1556.26
YGFRLGFLH
14472
9
Human
p53
107

1383
19
3246
9907
1545
1


1556.27
YGFRLGFLK
14473
9
Human
p53
107
A
41
1.0
224
839
16
4


1556.28
YVFRLGFH
14474
9
Human
p53
107
A
17
1.4
718
1165
2.4
3


1556.29
GTAKSVTCTY
14475
10
Human
p53
117

363
170


15,162
2


1556.30
GTAKSTCTK
14476
10
Human
p53
117
A
25
7.5
840
5151
134
3


1556.31
GTAKSVTCTR
14477
10
Human
p53
117
A
960
98
214
168
208
4


1556.33
VTVTYSPALNK
14478
11
Human
p53
122

236
66
4955

1634
2


1556.34
VTCTYSPALNR
14479
11
Human
p53
122
A
289
26
57
108
106
5


1556.35
VVCTYSPALNK
14480
11
Human
p53
122
A
370
104
5189

10,304
2


1556.36
VLCTYSPALNK
14481
11
Human
p53
122
A
133
150
4805

14,686
2


1556.38
TCTYSPALNK
14482
10
Human
p53
123

781
174


34511
1


1556.40
TVTYSPALNK
14483
10
Human
p53
123
A
112
11


165
3


1556.41
TTTYSPALNK
14484
10
Human
p53
123
A
102
2.5


18
3


1556.42
CTYSPALNR
14485
9
Human
p53
124
A
27
9.6
17
8.6
19
5


1556.43
CFYSPALNK
14486
9
Human
p53
124
A
127
74
185
122
1449
4


1556.44
ALNKMECQLAK
14487
11
Human
p53
129

46
104
2197


2


1556.45
ALNKMFCQLAK
14488
11
Human
p53
129
A
1028
3133
145
2020
18,920
1


1556.46
AVNKMFCQLAK
14489
11
Human
p53
129
A
55
10
284

1312
3


1556.47
ATNKMFCQLAK
14490
11
Human
p53
129
A
29
7.3
160

1625
3


1556.49
LNKMFCQLAR
14491
10
Human
p53
130
A
11,093
8882
2175
149
1804
1


1556.50
LVKMFCQLAK
14492
10
Human
p53
130
A
1198
189
3335
15,335
221
2


1556.51
LTKMFCQLAK
14493
10
Human
p53
130
A
940
103
2377
12,567
173
2


1556.52
KMFCQLAK
14494
8
Human
p53
132

37
22
410

1285
3


1556.53
KMFCQLAR
14495
8
Human
p53
132
A
22
85
35
1372
249
4


1556.54
KFFCALAK
14496
8
Human
p53
132
A
358
224
1566
19,987
3449
2


1556.58
GLAPPQHLIR
14497
10
Human
p53
187

178
16
47
72
172
5


1556.59
SSCMGGMNR
14498
9
Human
p53
240

206
16
54
39
110
5


1556.60
SVCMGGMNR
14499
9
Human
p53
240
A
157
17
92
78
134
5


1556.61
STCMGGMNR
14500
9
Human
p53
240
A
281
1101
157
17,917
1632
2


1556.62
RVCACPGRDRR
14501
11
Human
p53
273

26
19
307

1220
3


1556.63
RVCACPGRDRK
14502
11
Human
p53
273
A
207
160
43
9863
198
4


1556.64
RTCACPGRDRR
14503
11
Human
p53
273
A
150
7970
132
10,233

2


1556.65
RLCACPGRDRR
14504
11
Human
p53
273
A
126
110
38
6175
190
4


1556.66
RVCACPGRDR
14505
10
Human
p53
273

267
273

1006
161
3


1556.68
ETNEALELK
14506
9
Human
p53
343
A
16,836
93

10,328
1443
1


1556.69
EQNEALELK
14507
9
Human
p53
343
A
166
128
2296

11,805
2


1556.70
RAHSSHLK
14508
8
Human
p53
363

27
18
619

2875
2


1556.71
RAHSSHLR
14509
8
Human
p53
363
A
1906
1181
40
2859
1718
1


1556.72
RVHSSHLK
14510
8
Human
p53
363
A
144
13
483
13,231
1632
3


1556.73
RAHSSHLKSKK
14511
11
Human
p53
363

296
115
1397
11,165
7492
2


1556.74
RAHSSHLKSKR
14512
11
Human
p53
363
A
1110
749
265
1247
1567
1


1556.75
RVHSSHLKSKK
14513
11
Human
p53
363
A
118
20
300
12,007
2153
3


1556.76
RTHSSHLKSKK
14514
11
Human
p53
363
A
59
9.8
195
10,742
1358
3


1556.77
STSRHKKLMFK
14515
11
Human
p53
376

168
54
212
59
103
5


1556.78
TSRHKKLMFK
14516
10
Human
p53
377

597
87
3091
856
1479
1


1556.79
TVRHKKLMFK
14517
10
Human
p53
377
A
440
188
5102
11,797
2181
2





—indicates binding affinity >20,000 nM.














LENGTHY TABLES




The patent contains a lengthy table section. A copy of the table is available in electronic form from the USPTO web site (). An electronic copy of the table will also be available from the USPTO upon request and payment of the fee set forth in 37 CFR 1.19(b)(3).





Claims
  • 1. A heteropolymer of an isolated immunogenic peptide less than 15 amino acids in length comprising the oligopeptide NMLSTVLGV (SEQ NO: 183) and at least one different peptide, wherein said at least one different peptide is not derived from influenza and is a cytotoxic T cell (CTL)-inducing peptide or a helper T cell (HTL)-inducing peptide.
  • 2. A composition comprising the heteropolymer of claim 1 and a carrier.
  • 3. A composition comprising the heteropolymer of claim 1 and a pharmaceutically acceptable excipient.
  • 4. A composition comprising the heteropolymer of claim 1.
  • 5. The heteropolymer of claim 1 wherein the isolated immunogenic peptide consists of the oligopeptide NMLSTVLGV (SEQ ID NO: 183).
  • 6. The heteropolymer of claim 1 wherein the at least one different peptide is helper T cell (HTL)-inducing peptide that is PADRE helper peptide having the sequence aKXVAAWILKAAa (SEQ ID NO:14635), wherein a is d-alanine and X is cyclohexylalanine.
CROSS-REFERENCE TO RELATED APPLICATIONS

The present application is a continuation-in-part of U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned; which claims the benefit of U.S. Provisional Appl. No. 60/013,833, filed Mar. 21, 1996; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/589,107, filed Jan. 23, 1996, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/451,913, filed May 26, 1995, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/186,266, filed Jan. 25, 1994, now U.S. Pat. No. 5,662,907; which is a continuation-in-part of U.S. application Ser. No. 08/159,339, filed Nov. 29, 1993, now U.S. Pat. No. 6,037,135; which is a continuation-in-part of U.S. application Ser. No. 08/103,396, filed Aug. 6, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,746, filed Mar. 5, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 07/926,666, filed Aug. 7, 1992, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/347,610, filed Dec. 1, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,339, filed Nov. 29, 1993, now U.S. Pat. No. 6,037,135; which is a continuation-in-part of U.S. application Ser. No. 08/103,396, filed Aug. 6, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,746, filed Mar. 5, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 07/926,666, filed Aug. 7, 1992, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 09/665,510, filed Sep. 19, 2000, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/347,610, filed Dec. 1, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,339, filed Nov. 29, 1993, now U.S. Pat. No. 6,037,135; which is a continuation-in-part of U.S. application Ser. No. 08/103,396, filed Aug. 6, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,746, filed Mar. 5, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 07/926,666, filed Aug. 7, 1992, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 09/017,524, filed Feb. 3, 1998, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/589,107, filed Jan. 23, 1996, abandoned; said U.S. application Ser. No. 09/017,524, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/758,409, filed Nov. 27, 1996, abandoned; said Ser. No. 09/017,524 application, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, which claims the benefit of U.S. Provisional Appl. No. 60/013,833, filed Mar. 21, 1996, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/589,107, filed Jan. 23, 1996, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/451,913, filed May 26, 1995, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/347,610, filed Dec. 1, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,339, filed Nov. 29, 1993, now U.S. Pat. No. 6,037,135; which is a continuation-in-part of U.S. application Ser. No. 08/103,396, filed Aug. 6, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,746, filed Mar. 5, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 07/926,666, filed Aug. 7, 1992, abandoned; said U.S. application Ser. No. 08/821,739, filed Mar. 20, 1997, abandoned, is also is a continuation-in-part of U.S. application Ser. No. 08/186,266, filed Jan. 25, 1994, now U.S. Pat. No. 5,662,907; which is a continuation-in-part of U.S. application Ser. No. 08/159,339, filed Nov. 29, 1993, now U.S. Pat. No. 6,037,135; which is a continuation-in-part of U.S. application Ser. No. 08/103,396, filed Aug. 6, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,746, filed Mar. 5, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 07/926,666, filed Aug. 7, 1992, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/205,713, filed Mar. 4, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,184, filed Nov. 29, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/073,205, filed Jun. 4, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,146, filed Mar. 5, 1993, abandoned; said U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/589,108, filed Jan. 23, 1996, abandoned; said U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/454,033, filed May 26, 1995, abandoned; said U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/349,177, filed Dec. 2, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,184, filed Nov. 29, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/073,205, filed Jun. 4, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,146, filed Mar. 5, 1993, abandoned; said U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/822,382, filed Mar. 20, 1997, abandoned; which claims the benefit of U.S. Provisional Appl. No. 60/013,980, filed Mar. 21, 1996, abandoned; said U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/753,622, filed Nov. 27, 1996, abandoned; said U.S. application Ser. No. 09/017,735, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/205,713, filed Mar. 4, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,184, filed Nov. 29, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/073,205, filed Jun. 4, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,146, filed Mar. 5, 1993, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 08/454,033, filed May 26, 1995, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/349,177, filed Dec. 2, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/159,184, filed Nov. 29, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/073,205, filed Jun. 4, 1993, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/027,146, filed Mar. 5, 1993, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 09/017,743, filed Feb. 3, 1998, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/753,615, filed Nov. 27, 1996, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/590,298, filed Jan. 23, 1996, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/452,843, filed May 30, 1995, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/344,824, filed Nov. 23, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/278,634, filed Jul. 21, 1994, abandoned; said Ser. No. 09/017,743, filed Feb. 3, 1998, abandoned, is also a continuation-in-part of said application Ser. No. 08/344,824, filed Nov. 23, 1994, abandoned; and a continuation-in-part of said application Ser. No. 08/452,843, filed May 30, 1995, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 08/452,843, filed May 30, 1995, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/344,824, filed Nov. 23, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/278,634, filed Jul. 21, 1994, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 08/344,824, filed Nov. 23, 1994, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/278,634, filed Jul. 21, 1994, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 09/226,775, filed Jan. 6, 1999, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/815,396, filed Mar. 10, 1997, abandoned; which claims the benefit of U.S. Provisional Appl. No. 60/013,113, filed Mar. 11, 1996, abandoned; U.S. application Ser. No. 09/226,775, filed Jan. 6, 1999, abandoned, is also a continuation-in-part of U.S. application Ser. No. 08/485,218, filed Jun. 7, 1995, abandoned; which is a continuation-in-part of U.S. application Ser. No. 08/305,871, filed Sep. 14, 1994, now U.S. Pat. No. 5,736,142; which is a continuation-in-part of U.S. application Ser. No. 08/121,101, filed Sep. 14, 1993, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 10/030,014, filed Dec. 28, 2001, abandoned; which is the national stage of International Appl. No. PCT/US00/17842, filed Jun. 28, 2000; which claims the benefit of U.S. Provisional Appl. No. 60/141,422, filed Jun. 29, 1999, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 10/121,415, filed Apr. 11, 2002, abandoned; which is a continuation-in-part of U.S. application Ser. No. 09/189,702, filed Nov. 10, 1998, now U.S. Pat. No. 7,252,829; which is a continuation-in-part of U.S. application Ser. No. 09/098,584, filed Jun. 17, 1998, abandoned; the present application is also a continuation-in-part of International Appl. No. PCT/US03/31308, filed Oct. 3, 2003; which claims the benefit of U.S. Provisional Appl. No. 60/416,207, filed Oct. 3, 2002, abandoned; said International Appl. No. PCT/US03/31308, filed Oct. 3, 2003, also claims the benefit of U.S. Provisional Appl. No. 60/417,269, filed Oct. 8, 2002, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 09/260,714, filed Mar. 1, 1999, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 10/470,364, filed Apr. 9, 2004, abandoned, which is the national stage of International Appl. No. PCT/US02/02708, filed Jan. 29, 2002; which is a continuation-in-part of U.S. application Ser. No. 09/935,476, filed Aug. 22, 2001, abandoned; which claims the benefit of U.S. Provisional Appl. No. 60/264,969, filed Jan. 29, 2001, abandoned; said U.S. application Ser. No. 09/935,476, filed Aug. 22, 2001, abandoned; is also a continuation-in-part of U.S. application Ser. No. 09/346,105, filed Jun. 30, 1999, abandoned; the present application is also a continuation-in-part of U.S. application Ser. No. 10/469,201, filed Aug. 25, 2003, abandoned, which is the national stage of International Appl. No. PCT/US01/51650, filed Oct. 18, 2001; which claims the benefit of U.S. Provisional Appl. No. 60/285,624, filed Apr. 20, 2001, abandoned; said International Appl. No. PCT/US01/51650, filed Oct. 18, 2001, also claims the benefit of U.S. Provisional Appl. No. 60/242,350, filed Oct. 19, 2000, abandoned. The present application is a continuation-in-part of U.S. Ser. No. 08/205,713 filed Mar. 4, 1994, abandoned. This application is a continuation-in-part of application U.S. Ser. No. 08/278,634 filed Jul. 21, 1994, abandoned; which is incorporated herein by reference. This application is a continuation-in-part of application U.S. Ser. No. 08/278,634 filed Jul. 21, 1994, abandoned; which is incorporated herein by reference. This application is a continuation-in-part of U.S. application Ser. No. 09/346,105, filed Jun. 30, 1999, abandoned; entitled “Consistent Immune Responses in Diverse Genetic Populations,” filed 30 Jun. 1999, Sidney et al. This application also claims the benefit of the 29 Jan. 2001 filing date of U.S. Application Ser. No. 60/264,969, abandoned; entitled “Subunit Vaccines with A2 Supermotifs,” Sidney, et al., each of which is incorporated by reference in its entirety. This application is a Continuation in Part (“CIP”) of U.S. Ser. No. 08/815,396, filed Mar. 10, 1997, abandoned; which is a CIP of U.S. Ser. No. 60/013,113, filed Mar. 11, 1996, abandoned; and is a CIP of U.S. Ser. No. 08/485,218 filed Jun. 7, 1995, abandoned; which is a CIP of U.S. Ser. No. 08/305,871 filed Sep. 14, 1994, now U.S. Pat. No. 5,736,142 issued Apr. 7, 1998, which is a CIP of abandoned application U.S. Ser. No. 08/121,101 filed Sep. 14, 1993, abandoned. The present application is a continuation in part of U.S. Ser. No. 08/159,184, filed Nov. 29, 1993, abandoned; which is a continuation in part of U.S. Ser. No. 08/073,205, filed Jun. 4, 1993, abandoned; which is a continuation in part of U.S. Ser. No. 08/027,146, filed Mar. 5, 1993, abandoned; all of which are incorporated herein by reference. The present application is a continuation in part of U.S. Ser. No. 08/159,339, filed Nov. 29, 1993, now U.S. Pat. No. 6,037,135, abandoned; which is continuation in part of U.S. Ser. No. 08/103,396, filed Aug. 6, 1993, abandoned; which is a continuation in part of U.S. Ser. No. 08/027,746, filed Mar. 5, 1993, abandoned; which is a continuation in part of U.S. Ser. No. 07/926,666, filed Aug. 7, 1992, abandoned. This application is a Continuation in Part (“CIP”) of U.S. Ser. No. 08/815,396, filed Mar. 10, 1997, abandoned; which is a CIP of U.S. Ser. No. 60/013,113, filed Mar. 11, 1996, abandoned; and is a CIP of U.S. Ser. No. 08/485,218 filed Jun. 7, 1995, abandoned; which is a CIP of U.S. Ser. No. 08/305,871 filed Sep. 14, 1994, now U.S. Pat. No. 5,736,142 issued Apr. 7, 1998, which is a CIP of abandoned application U.S. Ser. No. 08/121,101 filed Sep. 14, 1993. All of the above applications are incorporated herein by reference. These applications are referred to herein as the “parent applications.”

FEDERALLY SPONSORED RESEARCH AND DEVELOPMENT

Subject matter disclosed herein was funded, in part, by the United States government under grants from the National Institutes of Health. The U.S. government may have certain rights in this invention. This invention was funded, in part, by the U.S. government under a contract from the National Institutes of Health. The U.S. government may have certain rights in the invention.

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Related Publications (1)
Number Date Country
20070055049 A1 Mar 2007 US
Provisional Applications (9)
Number Date Country
60013833 Mar 1996 US
60013980 Mar 1996 US
60013113 Mar 1996 US
60141422 Jun 1999 US
60416207 Oct 2002 US
60417269 Oct 2002 US
60264969 Jan 2001 US
60285264 Apr 2001 US
60242350 Oct 2000 US
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