Atherosclerosis genes and related reagents and methods of use thereof

Information

  • Patent Application
  • 20070253901
  • Publication Number
    20070253901
  • Date Filed
    April 27, 2006
    18 years ago
  • Date Published
    November 01, 2007
    17 years ago
Abstract
The invention provides genes (DEA genes) that are differentially expressed in atherosclerotic lesions and polypeptides encoded by these genes. The invention provides compositions comprising a targeting agent conjugated to a functional moiety, wherein the targeting agent selectively binds to a polypeptide encoded by one a DEA gene. The functional moiety can be an imaging agent, therapeutic agent, etc. The invention further provides methods for providing diagnostic or prognostic information related to atherosclerosis involving detecting expression or activity of an expression product of one or more of the DEA genes. The invention further provides therapeutic methods comprising administering to a subject a composition comprising a targeting agent conjugated to a functional moiety that binds selectively binds to a polypeptide encoded by a DEA gene.
Description
BACKGROUND OF THE INVENTION

Atherosclerosis is a systemic disease in which there is a build-up of lipid-rich plaques within the walls of large arteries. Since 1900, atherosclerosis and its associated pathology, e.g., atherosclerotic coronary artery disease (CAD) and stroke, has almost invariably been the number one killer in the United States on an annual basis (see American Heart Association web site for annual statistics). In 2001, cardiovascular disease alone accounted for over a third of all deaths. The severity of the disease is not limited to the United States; the World Health Organization estimates that approximately 16.7 million people around the world die of cardiovascular disease every year (see International Cardiovascular Statistics, American Heart Association).


Atherosclerosis is a multifactorial disease stemming from many different genetic and environmental factors and is the primary disease of the coronary arteries (Poulter N. Am J Hypertens 12: 92S-95S, 1999; Ross R., N Engl J Med 340: 115-126, 1999. The role of genetics in atherosclerosis has been recognized for some time: inheritance of risk factors was first shown in classical twin studies (Evans A, et al., Twin Res 6: 432-441, 2003; Hong Y, et al., Hypertension 24: 663-670, 1994; Iliadou A, et al., J Hypertens 20: 1543-1550, 2002) and family history studies (Scheuner, M T, Genet Med. 2003 July-August; 5(4):269-85). Diabetes, hypercholesterolemia, hypertension, obesity, smoking, and physical inactivity are also known risk factors for the disease. Although atherosclerosis frequently remains clinically silent in its early stages and is often considered to be a disease associated with the later decades of life, the condition is evident at post-mortem examination even among individuals in their teens and twenties (McGill, H. C. Jr & McMahan, C. A., Am. J. Cardiol., 82, 30T-36T, 1998).


While interventional cardiology procedures such as balloon angioplasty, stenting, and atherectomy have shown some success in combating local coronary arterial disease, this has not been met by equivalent success in interrupting the underlying disease at the molecular level. Attention has focused on pharmaceutical interventions that cause a reduction in the serum levels of various lipids that are believed to contribute to disease progression. However, there is no currently approved treatment designed to target the molecular interactions of the disease process itself.


Thus it is evident that there is a need in the art for new methods for the treatment of atherosclerosis. In addition, there is a need in the art for improved methods for the diagnosis and prognosis of atherosclerosis and for evaluating response to therapy. These needs are particularly evident in view of the large number of individuals who may be at risk but have not yet manifested clinical symptoms.


SUMMARY OF THE INVENTION

The present invention provides genes that are differentially expressed between normal blood vessel tissue and blood vessel tissue affected by atherosclerosis. These genes, and their associated polypeptides and polynucleotides, which are also provided by the invention, have been named DEA genes, DEA polynucleotides, and DEA polypeptides, where DEA stands for “differentially expressed in atherosclerosis”.


In one aspect, the invention provides genes that are differentially expressed between normal blood vessel tissue and blood vessel tissue having an athersclerotic lesion. These genes, and their associated polypeptides and polynucleotides, have been named DEA-A genes, DEA-A polynucleotides, and DEA-A polypeptides and are included among the DEA genes, DEA polynucleotides, and DEA polypeptides of the invention.


The invention also provides genes that are differentially expressed between blood vessel tissue in subjects that have diabetes and blood vessel tissue in subjects that do not have diabetes. These genes and their associated polypeptides and polynucleotides, have been named DEA-DB genes, DEA-DB polynucleotides, and DEA-DB polypeptides, respectively. These genes are included among the DEA genes, DEA polynucleotides, and DEA polypeptides of the invention. Diabetic subjects are at increased risk for atherosclerosis and frequently develop a particularly severe from of the condition. In some embodiments of the invention these genes are particularly appropriate targets for diagnosis and/or therapy in subjects having diabetes. Without wishing to be bound by any theory, genes that are overexpressed in blood vessels of diabetic subjects may be related to this increased susceptibility and increased severity. As such, these genes may be particularly suitable targets for prevention and early intervention in both diabetic and nondiabetic subjects. In addition, subjects that are not known to be diabetic but that display increased expression of these genes in their blood vessels may benefit from preventive therapy and monitoring for the development of diabetes and/or the development of atherosclerosis. Therefore these genes are appropriate for use in the diagnostic and therapeutic methods of the invention.


The invention also provides genes that are differentially expressed between non-lesion blood vessel tissue in subjects that have diabetes and non-lesion blood vessel tissue in subjects that do not have diabetes. These genes and their associated polypeptides and polynucleotides, have been named DEA-DNL genes, DEA-DNL polynucleotides, and DEA-DNL polypeptides, respectively, and are among the DEA genes, DEA polynucleotides, and DEA polypeptides of the invention. In some embodiments of the invention these genes are particularly appropriate targets for diagnosis and/or therapy in subjects having diabetes. As mentioned above, diabetic subjects are at increased risk for atherosclerosis and frequently develop a particularly severe form of the condition. Therefore, without wishing to be bound by any theory, genes that are overexpressed in blood vessels of diabetic subjects, even in blood vessel segments that do not yet exhibit evidence of atherosclerosis, may be related to this increased susceptibility and increased severity. As such, these genes may be particularly suitable targets for prevention and early intervention in both diabetic and nondiabetic subjects. In addition, subjects that are not known to be diabetic but that display increased expression of these genes may benefit from preventive therapy and monitoring for the development of diabetes and/or the development of atherosclerosis. Therefore these genes are appropriate for use in the diagnostic and therapeutic methods of the invention.


The invention also provides genes that are differentially expressed between atherosclerotic lesions in subjects that have diabetes and atherosclerotic lesions in subjects that do not have diabetes. These genes and their associated polypeptides and polynucleotides, have been named DEA-DL genes, DEA-DL polynucleotides, and DEA-DL polypeptides, respectively, and are among the DEA genes, DEA polynucleotides, and DEA polypeptides of the invention. In certain embodiments of the invention these genes are particularly appropriate targets for diagnosis and/or therapy in subjects having diabetes.


In another aspect, the invention provides cDNA and oligonucleotide arrays (e.g., microarrays) comprising probes (e.g., cDNAs or oligonucleotides) that specifically hybridize to target DEA polynucleotides. The arrays may be capable of detecting between 10% and 100% of the DEA polynucleotides. In certain embodiments of the invention at least 10%, at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, or 100% of the probes attached to the array hybridize to a DEA polynucleotide (i.e., the probes hybridize to different DEA polynucleotides). In certain embodiments of the invention at least 10%, at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, or 100% of the probes attached to the array hybridize to a DEA polynucleotide (i.e., the probes hybridize to different DEA polynucleotides). In some embodiments of the invention at least 80% or at least 90% of the DEA polynucleotides are DEA-A polynucleotides, DEA-DB polynucleotides, DEA-DL polynucleotides, or DEA-DNL polynucleotides.


The invention further provides protein arrays (e.g., protein microarrays) comprising binding agents (e.g., antibodies, antibody fragments, affibodies, ligands) that specifically bind to target DEA polynucleotides. The arrays may be capable of detecting between 10% and 100% of the DEA polypeptides. In certain embodiments of the invention at least 10%, at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, or 100% of the binding agents attached to the array specifically bind to a DEA polypeptide (i.e., the binding agents specifically bind to different DEA polypeptides). In certain embodiments of the invention at least 10%, at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, or 100% of the binding agents attached to the array specifically bind to a DEA polypeptide (i.e., the binding agents bind to different DEA polypeptides). In some embodiments of the invention at least 80% or at least 90% of the DEA polypeptides fall into the category of DEA-A polypeptides, DEA-DB polypeptides, DEA-DL polypeptides, or DEA-DNL polypeptides. It is noted that some of the DEA genes, polynucleotides, and polypeptides fall into multiple categories and are considered members of each category for purposes of determining whether these minimum percentages are met.


In additional aspects, the invention provides an RNAi agent that inhibits expression of a DEA polynucleotide, an antisense molecule that inhibits expression of a DEA polynucleotide, and a ribozyme that cleaves a DEA polynucleotide. In some embodiments of the invention the DEA polynucleotide is overexpressed in atherosclerotic lesions relative to expression in non-lesion blood vessel tissue. In some embodiments of the invention the DEA polynucleotide is a DEA-A polynucleotide. In other embodiments of the invention the DEA polynucleotide is a DEA-DB polynucleotide. In other embodiments of the invention the DEA polynucleotide is a DEA-DL polynucleotide. In other embodiments of the invention the DEA polynucleotide is a DEA-DNL polnucleotide.


In another aspect, the invention provides a binding agent, also referred to herein as a targeting agent, that specifically binds to a DEA polypeptide. The targeting agent may be, for example, an antibody, antibody fragment, affibody, or ligand. In some embodiments of the invention the DEA polynucleotide is overexpressed in atherosclerotic lesions relative to expression in non-lesion blood vessel tissue. In some embodiments of the invention the targeting agent binds to a DEA-A polypeptide. In other embodiments the targeting agent binds to a DEA-DB polypeptide. In other embodiments the targeting agent binds to a DEA-DL polypeptide. In other embodiments the targeting agent binds to a DEA-DNL polypeptide.


The invention further provides a conjugate comprising: a targeting agent linked to a functional moiety, wherein the targeting agent specifically binds to a DEA polypeptide. In various embodiments of the invention the functional moiety comprises a therapeutic agent, a radiosensitizing agent, or a diagnostic agent. The conjugate is referred to herein as a DEA-targeted conjugate. Thus the invention provides DEA-targeted diagnostic agents (e.g., DEA-targeted imaging agents), DEA-targeted radiosensitizing agents, and DEA-targeted therapeutic agents. In some embodiments of the invention the DEA polynucleotide is overexpressed in atherosclerotic lesions relative to expression in non-lesion blood vessel tissue. The therapeutic agent may be a small molecule, protein, peptide, RNAi agent, antisense molecule, ribozyme, or triplex nucleic acid. In some embodiments of the invention the targeting agent binds to a DEA-A polypeptide. In other embodiments the targeting agent binds to a DEA-DB polypeptide. In other embodiments the targeting agent binds to a DEA-DL polypeptide. In other embodiments the targeting agent binds to a DEA-DNL polypeptide.


The invention further provides a DEA-targeted delivery vehicle comprising a DEA targeting agent physically associated with a delivery vehicle. The delivery vehicle is a nanoparticle, microparticle, liposome or other lipid-based delivery vehicle, or polymer in various embodiments of the invention. In some embodiments of the invention the DEA targeting agent is covalently attached to the delivery agent. In other embodiments the DEA targeting agent is non-covalently attached to the delivery vehicle by a specific binding interaction (e.g., a streptavidin-biotin interaction or the like). In still other embodiments the DEA targeting agent is physically associated with the delivery vehicle by a non-specific physical interaction mechanism. The invention further provides a DEA-targeted delivery vehicle comprising a diagnostic or therapeutic agent. The diagnostic or therapeutic agent may be either covalently or noncovalently attached to the delivery vehicle or a component thereof, e.g., a coating layer.


The invention also provides a method of inhibiting expression of a DEA polypeptide in a cell or a subject comprising delivering an RNAi agent, a antisense oligonucleotide, ribozyme, DEA-targeted therapeutic agent, or DEA-targeted delivery vehicle comprising a therapeutic agent to the cell or subject. The subject may be an individual at risk of or suffering from atherosclerosis or at risk or suffering a condition or disease associated with atherosclerosis. The subject may have one or more risk factors for development of atherosclerosis, e.g., diabetes. In some embodiments of the invention the DEA-targeted therapeutic agent or DEA-targeted delivery vehicle specifically binds to a DEA polypeptide which is encoded by a DEA polynucleotide that is overexpressed in atherosclerotic lesions relative to its expression in non-lesion blood vessel tissue. In some embodiments of the invention the DEA polypeptide is a DEA-A polypeptide. In other embodiments the DEA polypeptide is a DEA-DB polypeptide. In other embodiments the DEA polypeptide is a DEA-DL polypeptide. In other embodiments the DEA polypeptide is a DEA-DNL polypeptide.


The invention further provides a method of treating or preventing atherosclerosis comprising steps of: (i) providing a subject in need of treatment or prevention of atherosclerosis; and (ii) administering a composition comprising a DEA-targeted therapeutic agent to the subject. The agent may be an RNAi agent, an antisense oligonucleotide, a ribozyme, or a small molecule. In some embodiments of the invention the DEA-targeted therapeutic agent comprises a DEA targeting agent that specifically binds to a DEA polypeptide encoded by a DEA polynucleotide that is overexpressed in atherosclerotic lesions relative to its expression in non-lesion blood vessel tissue.


In another aspect, the invention provides a method for detecting or quantifying atherosclerosis in a biological sample or subject comprising: determining the level of expression of a DEA polynucleotide or polypeptide in the biological sample or subject. The level of expression can be compared with known expression levels that are known to be characteristic of a particular clinical severity or histopathologic severity of atherosclerosis, and a degree of severity can be assigned to the sample or subject based on the comparison.


The invention further provides a method of targeting a molecule to an atherosclerotic lesion comprising the step of: administering a conjugate or delivery vehicle comprising the molecule to a subject having an atherosclerotic lesion, wherein the conjugate or delivery vehicle comprises a targeting agent that specifically binds to a DEA polypeptide encoded by a DEA gene, wherein the DEA gene is overexpressed in atherosclerotic lesions relative to normal blood vessel tissue.


The invention further provides a method of imaging vascular tissue in a subject comprising steps of: (i) administering a conjugate or delivery vehicle that comprises a targeting agent that specifically binds to a DEA polypeptide to the subject, wherein the conjugate or delivery vehicle comprises a functional moiety that enhances detectability of the DEA polypeptide; and (ii) subjecting the subject to an imaging procedure that detects the functional moiety.


In another aspect, the invention provides a method for identifying an agent that modulates expression or activity of a DEA polynucleotide or polypeptide comprising steps of: (i) providing a sample comprising a DEA polynucleotide or polypeptide; (ii) contacting the sample with a candidate compound; (iii) determining whether the level of expression or activity of the polynucleotide or polypeptide in the presence of the compound is increased or decreased relative to the level of expression or activity of the polynucleotide or polypeptide in the absence of the compound; and (iv) identifying the compound as a modulator of the expression or activity of the DEA polynucleotide or polypeptide if the level of expression or activity of the DEA polynucleotide or polypeptide is higher or lower in the presence of the compound relative to its level of expression or activity in the absence of the compound. The method may further comprise the steps of: (i) administering the compound to an animal model of atherosclerosis and (ii) determining whether the agent has a beneficial effect on the animal. The beneficial effect may be, for example, preventing atherosclerosis, delaying the onset of atheroscleroris, inhibiting the progression of atherosclerosis, decreasing the severity of atherosclerosis, increasing the life expectancy of the animal, etc. The method may further comprise the step of: identifying the agent as useful for the treatment and/or prevention of atherosclerosis.


In another aspect, the invention provides a method of providing diagnostic or prognostic information related to atherosclerosis comprising steps of: (i) providing a subject in need of diagnostic or prognostic information related to atherosclerosis; (ii) determining the level of expression or activity of a DEA polynucleotide or polypeptide, or the level of a ligand for a DEA polypeptide, in the subject or in a biological sample obtained from the subject; and (iii) utilizing the information to provide diagnostic or prognostic information.


In various embodiments of the invention the step of utilizing comprises comparing the expression level or activity of the DEA polynucleotide or polypeptide, or the level of the ligand, with predetermined ranges of values for the expression level or activity of the DEA polynucleotide or polypeptide, or predetermined ranges of values for the level of the ligand, wherein the ranges are associated with levels of risk that a subject suffers from atherosclerosis, levels of disease severity, degree of response to treatment, or another type of diagnostic or prognostic information, thereby obtaining an indication of the risk, disease severity, or degree of response to treatment.


In another aspect, the invention provides a method of providing diagnostic or prognostic information related to atherosclerosis or a condition or disease associated with atherosclerosis comprising steps of: (i) providing a subject in need of diagnostic or prognostic information related to atherosclerosis or a condition or disease associated with atherosclerosis; (ii) determining the level of expression or activity of a DEA polynucleotide or polypeptide in the subject or in a biological sample obtained from the subject; and (iii) concluding that there is an increased likelihood that the subject is at risk of or suffering from atherosclerosis or a condition or disease associated with atherosclerosis if the level of expression of DEA polynucleotide, the level or activity of the DEA polypeptide, or any combination of the foregoing, differs significantly from that in a normal subject or in a biological sample obtained from a normal subject.


In another aspect, the invention provides a method of treating or preventing atherosclerosis or a disease or condition associated with atherosclerosis comprising steps of: (i) providing a subject at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis; and (ii) administering a composition that modulates a DEA gene or expression product thereof to the subject.


The invention also provides a method for identifying a compound comprising steps of: (i) providing a DEA polypeptide; (ii) contacting the DEA polypeptide with the compound; and (iii) determining whether the compound specifically binds to the DEA polypeptide. The invention also provides a method for identifying a compound comprising steps of: (i) providing a DEA polypeptide having a biological activity; (ii) contacting the DEA polypeptide with the compound; and (iii) determining whether the compound increases or decreases the biological activity of the DEA polypeptide. The DEA polypeptide may be isolated from a natural source, recombinantly expressed, present on a cell surface, etc. The biological activity may be, for example, ability to bind a ligand (e.g., growth factor, cytokine, receptor, protein, lipid, etc.), kinase activity, GTPase activity, etc. In some embodiments of the invention the step of contacting the DEA polypeptide with the compound comprises contacting cells that express the DEA polypeptide with the compound.


The invention further provides a method of selecting a therapeutic regimen for a subject at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis comprising steps of: (i) providing a subject at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis (ii) determining the level of expression of a DEA polynucleotide, the level of expression or activity of a DEA polypeptide, or any combination of the foregoing, in the subject or in a biological sample obtained from the subject; and (iii) selecting a therapeutic regimen for the subject based on the determination.


In any of the inventive methods involving a determination of the expression and/or activity levels of a DEA polynucleotide and/or DEA polypeptide, the methods may comprise determining the expression and/or activity levels of a plurality of DEA polynucleotides and/or polypeptides, e.g., 2-5, 5-10, 10-25, 25-50, 50-100, 100-250, or more than 250. In embodiments in which the expression or activity level of a single DEA polynucleotide or polypeptide is determined, the DEA polynucleotide may be a DEA-A polynucleotide or DEA-A polypeptide, a DEA-DB polynucleotide or DEA-DB polypeptide, a DEA-DL polynucleotide or DEA-DL polypeptide, or a DEA-DNL polynucleotide or DEA-DNL polypeptide. Detection may be performed, for example, using a cDNA or oligonucleotide array, a protein array, etc.


This application refers to various patents, patent applications, journal articles, and other publications, all of which are incorporated herein by reference. In addition, the following standard reference works are incorporated herein by reference: Current Protocols in Molecular Biology, Current Protocols in Immunology, Current Protocols in Protein Science, and Current Protocols in Cell Biology, John Wiley & Sons, N.Y., edition as of July 2002; Sambrook, Russell, and Sambrook, Molecular Cloning: A Laboratory Manual, 3rd ed., Cold Spring Harbor Laboratory Press, Cold Spring Harbor, 2001; Harlow, E., et al., Antibodies. A Laboratory Manual, (Cold Spring Harbor Laboratory Press, 2nd ed. 1988); Kuby Immunology, 4th ed., Goldsby, R. A., Kindt, T. J., and Osborne, B. (eds.); Rodd 1989 “Chemistry of Carbon Compounds”, vols. 1-5 and supps, Elsevier Science Publishers, 1989; “Organic Reactions”, vols 1-40, John Wiley and Sons, New York, N.Y., 1991; March 2001, “Advanced Organic Chemistry”, 5th ed. John Wiley and Sons, New York, N.Y.; Hardman, J., Limbird. E., Gilman, A. (Eds.), Braunwald, E., Zipes, D. P., and Libby, P. (eds.) Heart Disease: A Textbook of Cardiovascular Medicine. W B Saunders; 6th edition (Feb. 15, 2001); Chien, K. R., Molecular Basis of Cardiovascular Disease: A Companion to Braunwald's Heart Disease, W B Saunders; Revised edition (2003); and Goodman and Gilnian's The Pharmacological Basis of Therapeutics, 10th Ed. McGraw Hill, 2001 (referred to herein as Goodman and Gilman). In the event of a conflict or inconsistency between any of the incorporated references and the instant specification or the understanding of one or ordinary skill in the art, the specification shall control, it being understood that the determination of whether a conflict or inconsistency exists is within the discretion of the inventors and can be made at any time.


Definitions

To facilitate understanding of the description of the invention, the following definitions are provided. It is to be understood that, in general, terms not otherwise defined are to be given their meaning or meanings as generally accepted in the art.


Antibody: In general, the term “antibody” refers to an immunoglobulin, which may be natural or wholly or partially synthetically produced in various embodiments of the invention. An antibody may be derived from natural sources (e.g., purified from a rodent, rabbit, chicken (or egg) from an animal that has been immunized with an antigen or a construct that encodes the antigen) partly or wholly synthetically produced. An antibody may be a member of any immunoglobulin class, including any of the human classes: IgG, IgM, IgA, IgD, and IgE. The antibody may be a fragment of an antibody such as an Fab′, F(ab′)2, scFv (single-chain variable) or other fragment that retains an antigen binding site, or a recombinantly produced scFv fragment, including recombinantly produced fragments. See, e.g., Allen, T., Nature Reviews Cancer, Vol. 2, 750-765, 2002, and references therein. Preferred antibodies, antibody fragments, and/or protein domains comprising an antigen binding site may be generated and/or selected in vitro, e.g., using techniques such as phage display (Winter, G. et al. 1994. Annu. Rev. Immunol. 12:433-455, 1994), ribosome display (Hanes, J., and Pluckthun, A. Proc. Natl. Acad. Sci. USA. 94:4937-4942, 1997), etc. In various embodiments of the invention the antibody is a “humanized” antibody in which for example, a variable domain of rodent origin is fused to a constant domain of human origin, thus retaining the specificity of the rodent antibody. It is noted that the domain of human origin need not originate directly from a human in the sense that it is first synthesized in a human being. Instead, “human” domains may be generated in rodents whose genome incorporates human immunoglobulin genes. See, e.g., Vaughan, et al., Nature Biotechnology, 16: 535-539, 1998. An antibody may be polyclonal or monoclonal, though for purposes of the present invention monoclonal antibodies are generally preferred.


Atherosclerotic lesion. As used herein, an “atherosclerotic lesion” is blood vessel tissue that shows evidence of atherosclerosis when assessed using an art-accepted method, e.g., examination of an appropriately processed sample of blood vessel tissue by a histopathologist skilled in the art of diagnosis of atherosclerosis. It will be understood that certain of the microarray analyses described herein were performed on samples of blood vessel tissue, e.g., blood vessel segments, that comprised atherosclerotic lesions. Such tissue samples may include portions of blood vessel tissue that do not show evidence of atherosclerosis (i.e., “normal” blood vessel tissue) though in general such portions constitute only a minor fraction of the sample (e.g., less than 25%). The terms “blood vessel tissue comprising an atherosclerotic lesion” and “atherosclerotic lesion” are used interchangeably herein.


The term “conjugate” refers to a composite entity comprised of at least two moieties attached (“conjugated”) to one another. The moieties, which may be referred to as “components” of the conjugate, are either directly linked to one another or are indirectly linked to one another through an intervening moiety or moieties, such as a bridge, spacer, or linkage moiety or moieties, which forms part of the conjugate. Preferably the moieties are covalently linked, although high affinity specific, noncovalent interactions such as antigen-antibody association, streptavidin-biotin association, or the like, which depend on specific structural features of the moieties, are also acceptable. Preferably a noncovalent association has a Kd of 10−6 or less, preferably 10−7 or less, more preferably 10−8 or less. The term “conjugate” encompasses fusion proteins, in which the two moieties are polypeptides. The term also encompasses entities comprising two or more polypeptides, wherein the polypeptides are joined by a non-polypeptide bond or by a non-polypeptide linking moiety. It will be appreciated that conjugation is “reciprocal”, i.e., it is equally appropriate to say with respect to first and second components of a conjugate that the first component is conjugated to the second component or that the second component is conjugated to the first component. The same principle extends to conjugates comprising more than two components.


Diagnostic agent. As used herein, a “diagnostic agent” is any compound or other entity that can be used either alone or in combination with other agents and/or suitable equipment to practice a method, process, or procedure that provides diagnostic or prognostic information. In some embodiments of the invention a diagnostic agent is administered to a subject. In other embodiments a diagnostic agent is used to perform a test on a sample obtained from a subject. Diagnostic agents include, e.g., imaging agents.


Diagnostic information: As used herein, “diagnostic information” or information for use in diagnosis is any information that is useful in determining whether a subject has or is susceptible to developing a disease or condition and/or in classifying the disease or condition into a phenotypic category or any category having significance with regards to the prognosis of or likely response to treatment of the disease or condition. The term includes prenatal diagnosis, i.e., diagnosis performed prior to the birth of the subject, including performing genetic testing on germ cells (ova and/or sperm). The term also includes determining the genotype of a subject with respect to a DEA gene for any purpose.


Diagnostic target: A gene is considered to be a “diagnostic target” if detection and/or measurement of its expression level is useful in providing diagnostic or prognostic information related to a disease or clinical condition, or for monitoring the physiological state of a cell, tissue, or organism (including monitoring the response to therapy or the progression of disease). Expression products of such genes (RNA or polypeptide) may also be referred to as diagnostic targets. Certain preferred diagnostic targets are genes that encode a polypeptide that comprises a transmembrane domain and, preferably, an extracellular portion. The prediction of protein orientation with respect to the cell membrane and the existence of transmembrane domains can be performed, for example, using the program TMpred (K. Hofmann & W. Stoffel (1993) TMbase—A database of membrane spanning proteins segments. Biol. Chem. Hoppe-Seyler 347, 166) and/or the methods described in Erik L. L. Sonnhammer, Gunnar von Heijne, and Anders Krogh: A hidden Markov model for predicting transmembrane helices in protein sequences. In Proc. of Sixth Int. Conf. on Intelligent Systems for Molecular Biology, p 175-182 Ed J. Glasgow, T. Littlejohn, F. Major, R. Lathrop, D. Sankoff, and C. Sensen. Menlo Park, Calif.: AAAI Press, 1998.


Certain preferred diagnostic targets are genes that encode secreted polypeptides, e.g., polypeptides that are secreted into the extracellular space and/or bloodstream. Detection of such polypeptides can typically be conveniently performed on a body fluid sample, e.g., a blood sample. A secreted polypeptide can be identified by the presence of a signal peptide. As is known in the art, a signal peptide is a short (e.g., ˜15-60 amino acids long) peptide chain that directs the cotranslational or post-translational transport of a polypeptide that includes the signal peptide across a membrane, e.g., into the endoplasmic reticulum. Such transport typically leads to the eventual secretion of the polypeptide by the cell. Some signal peptides are cleaved from the polypeptide after the polypeptide is transported across a membrane. Signal peptides may also be called targeting signals or signal sequences. A gene or polynucleotide that encodes a secreted polypeptide can be identified by the presence of a portion that encodes a signal peptide.


Differential expression: A gene or cDNA clone exhibits “differential expression” at the RNA level if its RNA transcript varies in abundance between different cell types, tissues, samples, etc., at different times, or under different conditions. A gene exhibits differential expression at the protein level if a polypeptide encoded by the gene or cDNA clone varies in abundance between different cell types, tissues, samples, etc., or at different times. In the context of a microarray experiment, differential expression generally refers to differential expression at the RNA level. Differential expression, as used herein, may refer to both quantitative as well as qualitative differences in the temporal and/or tissue expression patterns. In general, differentially expressed genes may be used to identify or detect particular cell types, tissues, physiological states, etc., to distinguish between different cell types, tissues, or physiological states. Differentially expressed genes and their expression products may be diagnostic and/or therapeutic targets or may interact with such targets. Differentially expressed genes may also be referred to as “upregulated” or “overexpressed” if they are expressed at a higher level in a first cell type, tissue, sample, condition, or state of interest etc. than in a second cell type, tissue, sample, condition, or state. Differentially expressed genes may also be referred to as “downregulated” or “underexpressed” if they are expressed at a lower level in a first cell type, tissue, sample, condition, or state of interest etc. than in a second cell type, tissue, sample, condition, or state.


Effective amount: In general, an “effective amount” of an active agent refers to an amount necessary to elicit a desired biological response. As will be appreciated by those of ordinary skill in this art, the absolute amount of a particular agent that is effective may vary depending on such factors as the desired biological endpoint, the agent to be delivered, the target tissue, etc. Those of ordinary skill in the art will further understand that an “effective amount” may be administered in a single dose, or may be achieved by administration of multiple doses. For example, in the case of an agent for the treatment of atherosclerosis or a condition associated with atherosclerosis, an effective amount may be an amount sufficient to result in clinical improvement of the individual, e.g., increased exercise tolerance/capacity, subjective improvement of other symptoms such as pain on exertion, etc., and/or improved results on a quantitative test of cardiac functioning, e.g., ejection fraction, exercise capacity (e.g., time to exhaustion), etc. According to certain embodiments of the invention an effective amount results in an improvement in a quantitative measure or index that reflects the extent and/or severity of atherosclerosis, e.g., an imaging procedure that evaluates the degree of narrowing of an artery, etc.


Gene: For the purposes of the present invention, the term “gene” has its meaning as understood in the art. In general, a gene is taken to include gene regulatory sequences (e.g., promoters, enhancers, etc.) and/or intron sequences, in addition to coding sequences (open reading frames). It will further be appreciated that definitions of “gene” include references to nucleic acids that do not encode proteins but rather encode functional RNA molecules such as tRNAs. For the purpose of clarity it is noted that, as used in the present application, the term “gene” generally refers to a portion of a nucleic acid that encodes a protein; the term may optionally encompass regulatory sequences. This definition is not intended to exclude application of the term “gene” to non-protein coding expression units but rather to clarify that, in most cases, the term as used in this document refers to a protein coding nucleic acid.


Gene product or expression product: A “gene product” or “expression product” is, in general, an RNA transcribed from the gene (e.g., either pre- or post-processing) or a polypeptide encoded by an RNA transcribed from the gene (e.g., either pre- or post-modification). A compound or agent is said to increase gene expression if application of the compound or agent to a cell or subject results in an increase in either an RNA or polypeptide expression product or both. A compound or agent is said to decrease gene expression if application of the compound or agent to a cell or subject results in a decrease in either an RNA or polypeptide expression product or both.


Hybridize. The term “hybridize”, as used herein, refers to the interaction between two complementary nucleic acid sequences. The degree and specificity of hybridization is affected by the stringency of the conditions under which the nucleic acid molecules are exposed to each other. Factors such as temperature, ionic strength of the solution, pH, presence of destabilizing agents such as formamide or stabilizing agents may all influence the degree and specificity of hybridization. Hybridization conditions are generally referred to as high, medium, or low stringency. The phrase “hybridizes under high stringency conditions” describes an interaction that is sufficiently stable that it is maintained under art-recognized high stringency conditions. Hybridization under high stringency conditions only occurs between sequences with a very high degree of complementarity. One of ordinary skill in the art will be able to select appropriate hybridization conditions or systematically vary such conditions to perform the various assays described herein. In general, high stringency conditions are selected to be approximately 5-10° C. lower than the thermal melting point (Tm) for the specific double-stranded sequence at a particular pH and ionic strength, where the Tm is the temperature at which 50% of the probes complementary to the target hybridize to the target at equilibrium, assuming targets are present in excess. One of ordinary skill in the art will recognize that the parameters for different degrees of stringency will generally differ based various factors such as the length of the hybridizing sequences, whether they contain RNA or DNA, etc. Typically, for nucleic acid sequences over approximately 50-100 nucleotides in length, various levels of stringency are defined, such as low stringency (e.g., 6× sodium chloride/sodium citrate (SSC) at about 45° C., followed by two washes in 0.2×SSC, 0.1% SDS at least at 50° C. (the temperature of the washes can be increased to 55° C. for medium-low stringency conditions)); medium stringency (e.g., 6×SSC at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 60° C.); high stringency (e.g., 6×SSC at about 45° C., followed by one or more washes in 0.2×SSC, 0.1% SDS at 65° C.); and very high stringency (e.g., 0.5M sodium phosphate, 0.1% SDS at 65° C., followed by one or more washes at 0.2×SSC, 1% SDS at 65° C.) Guidance for performing hybridization reactions can be found, for example, in Current Protocols in Molecular Biology, John Wiley & Sons, N.Y., 6.3.1-6.3.6, 1989, and more recent updated editions, all of which are incorporated by reference. See also Sambrook, Russell, and Sambrook, Molecular Cloning: A Laboratory Manual, 3rd ed., Cold Spring Harbor Laboratory Press, Cold Spring Harbor, 2001.


Isolated: As used herein, “isolated” means 1) separated from at least some of the components with which it is usually associated in nature; 2) prepared or purified by a process that involves the hand of man; and/or 3) not occurring in nature.


Ligand. As used herein, “ligand” means a molecule that specifically binds to a target such as a polypeptide through a mechanism other than an antigen-antibody interaction. The term encompasses, for example, polypeptides, peptides, and small molecules, either naturally occurring or synthesized, including molecules whose structure has been invented by man. Although the term is frequently used in the context of receptors and molecules with which they interact and that typically modulate their activity, the term as used herein applies more generally.


Marker: A “marker” may be any gene or gene product (e.g., protein, peptide, mRNA) that indicates or identifies a particular diseased or physiological state (e.g., carcinoma, normal, dysplasia) or indicates or identifies a particular cell type, tissue type, or origin. The expression or lack of expression of a marker gene may indicate a particular physiological or diseased state of a individual, organ, tissue, or cell. Preferably, the expression or lack of expression may be determined using standard techniques such as Northern blotting, in situ hybridization, RT-PCR, real-time RT-PCR, sequencing, immunochemistry, immunoblotting, oligonucleotide or cDNA microarray or membrane array, protein microarray analysis, mass spectrometry, etc. In certain embodiments of the invention, the level of expression of a marker gene is quantifiable.


Non-lesion blood vessel tissue. “Non-lesion blood vessel tissue” is blood vessel tissue, e.g., arterial wall tissue, that has been determined to be essentially free of evidence of atherosclerosis using an art-accepted method, e.g., examination of an appropriately processed sample of blood vessel tissue by a histopathologist skilled in the art of diagnosis of atherosclerosis. Such tissue is also referred to herein as “normal”. Use of the term “normal” is intended to refer to the appearance of the tissue upon histopathological examination using art-accepted methods and is not intended to exclude tissue that may have an underlying genetic and/or biochemical alteration or characteristic that increases the likelihood that atherosclerosis will develop in the blood vessel relative to the likelihood that atherosclerosis would develop in a subject not having the alteration or characteristic.


Operably linked. As used herein, “operably linked” refers to a relationship between two nucleic acid sequences wherein the expression of one of the nucleic acid sequences is controlled by, regulated by, modulated by, etc., the other nucleic acid sequence. For example, the transcription of a nucleic acid sequence is directed by an operably linked promoter sequence; post-transcriptional processing of a nucleic acid is directed by an operably linked processing sequence; the translation of a nucleic acid sequence is directed by an operably linked translational regulatory sequence; the transport or localization of a nucleic acid or polypeptide is directed by an operably linked transport or localization sequence; and the post-translational processing of a polypeptide is directed by an operably linked processing sequence. Preferably a nucleic acid sequence that is operably linked to a second nucleic acid sequence is covalently linked, either directly or indirectly, to such a sequence, although any effective three-dimensional association is acceptable.


Peptide, polypeptide, or protein: According to the present invention, a “peptide”, “polypeptide”, or “protein” comprises a string of at least three amino acids linked together by peptide bonds. The terms may be used interchangeably although a peptide generally represents a string of between approximately 8 and 30 amino acids. Peptide may refer to an individual peptide or a collection of peptides. Peptides preferably contain only natural amino acids, although non-natural amino acids (i.e., compounds that do not occur in nature but that can be incorporated into a polypeptide chain; see, for example, the web site having URL www.cco.caltech.edu/˜dadgrp/Unnatstruct.gif) and/or amino acid analogs as are known in the art may alternatively be employed. Also, one or more of the amino acids in a peptide may be modified, for example, by the addition of a chemical entity such as a carbohydrate group, a phosphate group, a farnesyl group, an isofarnesyl group, a fatty acid group, a linker for conjugation, functionalization, or other modification, etc. In a preferred embodiment, the modifications of the peptide lead to a more stable peptide (e.g., greater half-life in vivo). These modifications may include cyclization of the peptide, the incorporation of D-amino acids, etc. None of the modifications should substantially interfere with the desired biological activity of the peptide, but such modifications may confer desirable properties, e.g., enhanced biological activity, on the peptide.


A compound or agent is said to increase expression of a polypeptide if application of the compound or agent to a cell or subject results in an increase in the amount of the polypeptide synthesized by the cell. Preferably the increased synthesis results in an increased steady state level of the polypeptide in the cell, extracellular matrix, and/or blood. A compound or agent is said to decrease expression of a polypeptide if application of the compound or agent to a cell or subject results in a decrease in the amount of the polypeptide synthesized by the cell. Preferably the decreased synthesis results in a decreased steady state level of the polypeptide in the cell, extracellular matrix, and/or blood.


Polynucleotide or oligonucleotide: “Polynucleotide” or “oligonucleotide” refers to a polymer of nucleotides. Typically, a polynucleotide comprises at least three nucleotides. The polymer may include natural nucleosides (e.g., adenosine, thymidine, guanosine, cytidine, uridine, deoxyadenosine, deoxythymidine, deoxyguanosine, and deoxycytidine), nucleoside analogs (e.g., 2-aminoadenosine, 2-thiothymidine, inosine, pyrrolo-pyrimidine, 3-methyl adenosine, C5-propynylcytidine, C5-propynyluridine, C5-bromouridine, C5-fluorouridine, C5-iodouridine, C5-methylcytidine, 7-deazaadenosine, 7-deazaguanosine, 8-oxoadenosine, 8-oxoguanosine, O(6)-methylguanine, and 2-thiocytidine), chemically modified bases, biologically modified bases (e.g., methylated bases), intercalated bases, modified sugars (e.g., 2′-fluororibose, ribose, 2′-deoxyribose, arabinose, and hexose), or modified phosphate groups (e.g., phosphorothioates and 5′-N-phosphoramidite linkages).


A compound or agent is said to increase expression of a polynucleotide if application of the compound or agent to a cell or subject results in an increase in the amount of the polynucleotide synthesized by the cell or results in an increase in the amount of a translation product of the polynucleotide synthesized by the cell, or both. Preferably the increased synthesis results in an increased steady state level of the polynucleotide in the cell and/or an increased level of the polypeptide in the cell, extracellular matrix, and/or blood. A compound or agent is said to decrease expression of a polynucleotide if application of the compound or agent to a cell or subject results in a decrease in the amount of the polynucleotide synthesized by the cell or results in a decrease in the amount of a translation product of the polynucleotide synthesized by the cell, or both. Preferably the decreased synthesis results in a decreased steady state level of the polynucleotide in the cell and/or a decreased level of the polypeptide in the cell, extracellular matrix, and/or blood.


Prognostic information and predictive information: As used herein the terms “prognostic information” and “predictive information” are used interchangeably to refer to any information that may be used to foretell any aspect of the course of a disease or condition either in the absence or presence of treatment. Such information may include, but is not limited to, the average life expectancy of a individual, the likelihood that a individual will survive for a given amount of time (e.g., 6 months, 1 year, 5 years, etc.), the likelihood that a individual will be cured of a disease, the likelihood that a individual's disease will respond to a particular therapy (wherein response may be defined in any of a variety of ways). Prognostic and predictive information are included within the broad category of diagnostic information.


Purified: As used herein, “purified” means separated from one or more compounds or entities, e.g., one or more compounds or entities with which it is naturally found. A compound or entity may be partially purified, substantially purified, or pure, where it is pure when it is removed from substantially all other compounds or entities, i.e., is preferably at least about 90%, more preferably at least about 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99%, or greater than 99% pure. In the context of a preparation of a single nucleic acid molecule, a preparation may be considered substantially pure if the nucleic acid represents a majority of all nucleic acid molecules in the preparation, preferably at least 75%, yet more preferably at least 90%, or greater, as listed above.


Regulatory sequence: The term “regulatory sequence” is used herein to describe a region of nucleic acid sequence that directs, enhances, or inhibits the expression (particularly transcription, but in some cases other events such as splicing or other processing) of sequence(s) with which it is operatively linked. The term includes promoters, enhancers and other transcriptional control elements. In some embodiments of the invention, regulatory sequences may direct constitutive expression of a nucleotide sequence; in other embodiments, regulatory sequences may direct tissue-specific and/or inducible expression. For instance, non-limiting examples of tissue-specific promoters appropriate for use in mammalian cells include lymphoid-specific promoters (see, for example, Calame et al., Adv. Immunol. 43:235, 1988) such as promoters of T cell receptors (see, e.g., Winoto et al., EMBO J. 8:729, 1989) and immunoglobulins (see, for example, Banerji et al., Cell 33:729, 1983; Queen et al., Cell 33:741, 1983), and neuron-specific promoters (e.g., the neurofilament promoter; Byrne et al., Proc. Natl. Acad. Sci. USA 86:5473, 1989). Developmentally-regulated promoters are also encompassed, including, for example, the murine hox promoters (Kessel et al., Science 249:374, 1990) and the α-fetoprotein promoter (Campes et al., Genes Dev. 3:537, 1989). In some embodiments of the invention regulatory sequences may direct expression of a nucleotide sequence only in cells that have been infected with an infectious agent. For example, the regulatory sequence may comprise a promoter and/or enhancer such as a virus-specific promoter or enhancer that is recognized by a viral protein, e.g., a viral polymerase, transcription factor, etc.


Sample. As used herein, a “sample” obtained from a subject may include, but is not limited to, any or all of the following: a cell or cells, a portion of tissue, blood, serum, ascites, urine, saliva, amniotic fluid, cerebrospinal fluid, and other body fluids, secretions, or excretions. The sample may be a tissue sample obtained, for example, from skin, muscle, buccal or conjunctival mucosa, placenta, gastrointestinal tract or other organs. A sample of DNA from fetal or embryonic cells or tissue can be obtained by appropriate methods, such as by amniocentesis or chorionic villus sampling. The term “sample” may also refer to any material derived by isolating, purifying, and/or processing a sample obtained directly from a subject. Derived samples may include nucleic acids or proteins extracted from the sample or obtained by subjecting the sample to techniques such as amplification or reverse transcription of mRNA, etc. A derived sample may be, for example, a homogenate, lysate, or extract prepared from a tissue, cells, or other constituent of an organism (e.g., a body fluid).


Small molecule: As used herein, the term “small molecule” refers to organic compounds, whether naturally-occurring or artificially created (e.g., via chemical synthesis) that have relatively low molecular weight and that are not proteins, polypeptides, or nucleic acids. Typically, small molecules have a molecular weight of less than about 1500 g/mol. Also, small molecules typically have multiple carbon-carbon bonds.


Specific binding: As used herein, the term “specific binding” refers to an interaction between a target molecule (typically a target polypeptide) and a binding molecule such as an antibody or ligand. The interaction is typically dependent upon the presence of a particular structural feature of the target molecule such as an antigenic determinant or epitope recognized by the binding molecule. For example, if an antibody is specific for epitope A, the presence of a polypeptide containing epitope A or the presence of free unlabeled A in a reaction containing both free labeled A and the antibody thereto, will reduce the amount of labeled A that binds to the antibody. It is to be understood that specificity need not be absolute but generally refers to the context in which the binding is performed. For example, it is well known in the art that numerous antibodies cross-react with other epitopes in addition to those present in the target molecule. Such cross-reactivity may be acceptable depending upon the application for which the antibody is to be used. One of ordinary skill in the art will be able to select antibodies having a sufficient degree of specificity to perform appropriately in any given application (e.g., for detection of a target molecule, for therapeutic purposes, etc). It is also to be understood that specificity may be evaluated in the context of additional factors such as the affinity of the binding molecule for the target polypeptide versus the affinity of the binding molecule for other targets, e.g., competitors. If a binding molecule exhibits a high affinity for a target molecule that it is desired to detect and low affinity for nontarget molecules, the antibody will likely be an acceptable reagent for immunodiagnostic purposes. Once the specificity of a binding molecule is established in one or more contexts, it may be employed in other, preferably similar, contexts without necessarily re-evaluating its specificity. In the context of an interaction between an antibody or ligand and a polypeptide, according to certain embodiments of the invention a molecule exhibits specific binding if it binds to the polypeptide at least 5 times as strongly as to other polypeptides present in a cell lysate, e.g., a myocardial cell lysate. According to certain embodiments of the invention a molecule exhibits specific binding if it binds to the polypeptide at least 10 times as strongly as to other polypeptides present in a cell lysate. According to certain embodiments of the invention a molecule exhibits specific binding if it binds to the polypeptide at least 50 times as strongly as to other polypeptides present in a cell lysate. According to certain embodiments of the invention a molecule exhibits specific binding if it binds to the polypeptide at least 100 times as strongly as to other polypeptides present in a cell lysate.


Subject: The term “subject”, as used herein, refers to an individual to whom an agent is to be delivered, e.g., for experimental, diagnostic, and/or therapeutic purposes. Preferred subjects are mammals, including humans. Other preferred mammalian subjects include rats, mice, other rodents, non-human primates, rabbits, sheep, cows, dogs, cats, and other domesticated animals and/or animals of agricultural interest.


Therapeutic agent: The term “therapeutic agent” is used consistently with its meaning in the art to refer to an agent that is administered to a subject to treat a disease, disorder, or other clinically recognized condition that is harmful to the subject, or for prophylactic purposes.


Therapeutic target: Certain genes that are differentially expressed in cells, tissues, etc., represent “therapeutic targets”, in that modulating expression of such a gene (e.g., increasing expression, decreasing expression, or altering temporal properties of expression) and/or modulating the activity or level of an expression product of the gene may alter the biochemical or physiological properties of the cell or tissue so as to treat or prevent a disease or clinical condition. For example, in the context of the present invention, modulation of the expression of certain of the differentially expressed genes described herein may treat or prevent atherosclerosis. Modulating the activity of an expression product, e.g., by administering a compound such as a small molecule or antibody that affects the activity, by altering phosphorylation or glycosylation state, may treat or prevent atherosclerosis. Expression products (RNA or polypeptide) of the therapeutic target genes may also be referred to as therapeutic targets.


Certain preferred therapeutic targets include, but are not limited to, genes that encode a polypeptide that comprises a transmembrane domain and, preferably, an extracellular portion. The prediction of protein orientation with respect to the cell membrane and the existence of transmembrane domains can be performed as described above. Certain preferred therapeutic targets are genes that encode polypeptides having a have a recognized biochemical activity. For example, and without limitation, genes that encode receptors such as G protein coupled receptors, receptors comprising a kinase domain, etc., are of particular interest. A determination that a gene encodes a polypeptide having a recognized biochemical activity can be made based either on a direct experimental assessment of the activity of the polypeptide or based on homology of the polypeptide to polypeptides recognized in the art as possessing the activity.


Treating: As used herein, “treating” refers to administering an agent to a subject following the development of one or more symptoms indicative of atherosclerosis or following the development of a disease or condition associated with atherosclerosis, or following the development of one or more symptoms of a disease or condition in which atheroscleroris commonly occurs (i.e., in which at least 5% of subjects diagnosed with the disease eventually experience atherosclerosis), e.g., in order to reverse, alleviate, reduce the severity of, eliminate, and/or inhibit the progression of atherosclerosis. A DEA-targeted therapeutic agent can also be administered prophylactically, i.e., before development of any symptom indicative of atheroscleroris or a disease or condition associated with atheroscleroris or before development of one or more symptoms of a disease or condition in which atherosclerosis commonly occurs, for the purpose of preventing or delaying development of atherosclerosis.


Vascular tissue: The terms “vascular tissue” and “blood vessel tissue” are used interchangeably herein to refers to those tissues that are found in and/or make up the wall of blood vessels. Cells typically found in such tissues (referred to herein as “vascular system cells” or “blood vessel cells” include, but are not limited to, endothelial cells (which form a layer of squamous epithelium that lines the cavities of the heart, blood vessels (including capillaries), and lymph vessels), smooth muscle cells, fibroblasts, and macrophages.


Vector: The term “vector” is used herein to refer to a nucleic acid molecule capable of mediating entry of, e.g., transferring, transporting, etc., another nucleic acid molecule into a cell. The transferred nucleic acid is generally linked to, e.g., inserted into, the vector nucleic acid molecule. A vector may include sequences that direct autonomous replication, or may include sequences sufficient to allow integration into host cell DNA. Useful vectors include, for example, plasmids (which may comprise sequences derived from viruses), cosmids, and virus vectors. Virus vectors include, e.g., replication defective retroviruses, adenoviruses, adeno-associated viruses, and lentiviruses. As will be evident to one of ordinary skill in the art, virus vectors may include various viral components in addition to nucleic acid(s) that mediate entry of the transferred nucleic acid.




BRIEF DESCRIPTION OF THE DRAWING

The patent or application file contains at least one drawing executed in color. Copies of this patent or patent application publication with color drawing(s) will be provided by the Office upon request and payment of the necessary fee.



FIG. 1 presents heat maps showing differential gene expression in the vascular wall of diabetic and non-diabetic individuals. (a) Expression profiles of the 103 diseased and non-diseased vascular segments were compared between diabetic (34/103) and non-diabetic patients (69/103) using SAM. A total of 342 probes were identified as differentially regulated (FDR=0.005). The heat map reflects normalized gene expression ratios and is organized with individual hybridizations arranged along the x-axis. These ratios are depicted by color intensity such that highest expressions correspond to bright red and bright green, respectively. A collapsed list of unique genes accompanies the heat map. Magenta text denotes genes that encode inflammatory mediators, and blue text signifies genes that were identified as cytokine-responsive by array hybridization experiments using RNA from (TNF-α)-stimulated primary human endothelial and smooth muscle cells. (b) Expression profiles of thirty-six normal vascular segments were compared between diabetics (11/36) and non-diabetics (25/36) using SAM. 63 genes were identified as differentially regulated (FDR=0.06)



FIG. 2 presents heat maps showing decreased expression of inflammatory markers in coronary arteries of statin-treated patients. (a) Expression profiles of 100 vascular segments were compared in the context of statin treatment using SAM. 117 probes were identified as differentially regulated (FDR of 0.05). The heatmap reflects normalized expression ratios and is organized as in FIG. 1, with the collapsed gene list showing a portion of those genes expressed at statistically lower levels in statin-treated tissues. Magenta and blue texts denote genes that encode inflammatory mediators and cytokine-responsive genes, respectively. (b) Expression profiles of 34 diabetic vascular samples were compared between statin-treated (9/34) and untreated (25/34) patients using SAM. 318 of the most differentially regulated genes are shown (FDR=0.0016).




DETAILED DESCRIPTION OF CERTAIN EMBODIMENTS OF THE INVENTION

I. DEA Genes, Polynucleotides, and Polypeptides


The recent availability of human genetic information and reagents has allowed the development of high throughput genomics platforms such as microarrays. The study of large-scale expression data with sophisticated statistical algorithms has provided significant molecular insights into complex human diseases within the context of clinical variables. While this strategy has been widely used in cancer studies, adoption of this paradigm in cardiovascular system diseases has been limited. No studies to date have explored how vascular wall gene expression is modulated by risk factors such as atherosclerosis or by therapeutic agents.


In the present invention gene expression profiles in vascular disease were examined by performing transcriptional profiling experiments with human coronary artery samples using a custom vascular wall microarray. The samples were obtained from explanted hearts of individuals undergoing orthotopic heart transplant, thus providing a unique sample set which included subjects having various risk factors and subjects who were undergoing treatment with various commonly used pharmaceutical agents. Differences in gene expression between normal and diseased blood vessel segments were identified. In addition, differences in gene expression between normal blood vessel segments in individuals with diabetes and individuals without diabetes were identified. Also, differences in gene expression between atherosclerotic lesions in individuals with diabetes and individuals without diabetes were identified. Microarray analysis of mRNA expression was performed on the samples as described in more detail in Example 1. Data analysis involved use of two different statistical tests to identify genes that were significantly overexpressed or underexpressed in different sample sets.


Microarray analysis resulted in the identification of a number of genes that are overexpressed (upregulated) in atherosclerotic lesions and a number of genes that are underexpressed (downregulated) in atherosclerotic lesions. Microarray analysis also resulted in the identification of a number of genes that are overexpressed (upregulated) in non-lesion vascular tissue and a number of genes that are underexpressed (down-regulated) in non-lesion vascular tissue. Accession numbers that correspond to genes that are upregulated in lesion samples and downregulated in non-lesion samples, i.e., they are overexpressed in atherosclerotic lesions relative to their expression in normal blood vessel tissue, are listed in the upper portion of Table 1 (no lesion<lesion). Accession numbers that correspond to genes that are downregulated in lesion samples and upregulated in non-lesion samples, i.e., they are underexpressed in atherosclerotic lesions relative to their expression in normal blood vessel tissue, are listed in the lower portion of Table 1 (lesion<no lesion). It should be noted that the tables are nonlimiting and other genes mentioned herein are also within the scope of the invention.


As used herein, an accession number is said to “correspond to” a gene, polynucleotide, or polypeptide, if the accession number provides sufficient information to allow one or ordinary skill in the art to identify the gene, polynucleotide, or polypeptide using publicly available databases such as Genbank. In the case of the instant invention, the accession numbers provided herein identify cDNA sequences (or, equivalently, mRNA sequences). One of ordinary skill in the art would access the database, enter the accession number, and perform a search. The search would retrieve information about the cDNA including, but not limited to, its sequence. One of ordinary skill in the art would recognize that the mRNA is transcribed from a particular gene; thus the accession number also identifies and corresponds to that particular gene and polypeptide. One of ordinary skill in the art would recognize that the mRNA encodes a particular polypeptide; thus the accession number also identifies and corresponds to that particular polypeptide. One of ordinary skill in the art would also recognize that a number of different mRNA species could be transcribed from a particular gene or could result from alternative splicing of a primary transcript and that a single gene could thus correspond to a variety of different polynucleotides (e.g., mRNAs, cDNAs, etc.) and/or polypeptides. In certain instances a cDNA or mRNA may be less than “full length”. One of ordinary skill in the art would readily be able to identify a full length cDNA by any of a variety of methods. For example, one of ordinary skill in the art could use the cDNA to probe a cDNA library. The cDNA sequence could also be used to search for additional sequences that comprise or overlap with the sequence.


Genes that correspond to the accession numbers listed in Table 1 are referred to herein as DEA-A genes. A large number of genes were identified for the first time in association with CAD, including a novel matrix metalloproteinase, MMP-10, and a number of other genes. Additional genes of particular use in the compositions and methods of the invention include, but are not limited to, myristoylated alanine-rich protein kinase C substrate (MARCKS), secreted phosphoprotein 1 (also known as osteopontin, bone sialoprotein 1, early T-lymphocyte activation 1), oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, and integral membrane protein 2B. In certain embodiments of the invention the gene that encodes an inflammatory mediator or cytokine-responsive gene. Certain DEA-A genes of particular interest in the practice of the present invention are described in the Examples.


Genes that are upregulated in blood vessel samples from diabetic individuals and downregulated in blood vessel samples from nondiabetic individuals were also identified. These genes are overexpressed in blood vessel tissue of diabetic individuals relative to their expression in blood vessel tissue of nondiabetic individuals (tissue not categorized as lesion or non-lesion). Accession numbers that correspond to these genes are listed in Table 2. A number of novel cytokine genes and genes encoding immune response factors were more highly expressed in samples from diabetics. Granulocyte chemotactic protein 2 (CXCL6), a factor known to mediate granulocyte migration by binding to the IL-8 receptor but not previously associated with CAD, was expressed at much higher levels in diabetic arteries. The invention provides a method of treating or inhibiting progression of atherosclerosis comprising administering an antagonist of the IL-8 receptor to a subject. In certain embodiments of the invention the subject is a diabetic. Any of a variety of agents can be used to inhibit the IL-8 receptor. For example, isoxazoles and oxadiazoles of use in the method as IL-8 receptor antagonists are disclosed in U.S. Pub. No. 20030216386. Pyrimidine derivatives of use in the method as IL-8 receptor antagonists are described in U.S. Pub. No. 20040087601. Other IL-8 receptor antagonists of use in the method are described in U.S. Pat. Nos. 5,886,044, 5,780,483, 6,005,008, 5,929,250, 6,015,908; or 5,919,776, WO99/65310, WO 0012489, WO 0009511, WO 9942464, WO 9942463, WO 9942461, WO00/05216, WO99/36069, WO99/36070, WO00/06557, PCT/US99/23776, and/or PCT/US99/29940. Other genes that were overexpressed in diabetic arteries include the cytokines IL-6 and IL-1a, chemokines IL-8, RANTES, macrophage chemoattractant protein (MCP-1), and lymphokine macrophage migration inhibitory factor. Genes that are downregulated in blood vessel samples from diabetic individuals and upregulated in blood vessel samples from nondiabetic individuals were also identified. These genes are underexpressed in blood vessel tissue of diabetic individuals relative to their expression in nondiabetic individuals. Accession numbers that correspond to these genes are also listed in Table 2. The genes corresponding to accession numbers listed in Table 2 are collectively referred to as DEA-DB genes herein.


Genes that are upregulated in atherosclerotic lesions from nondiabetic individuals and downregulated in atherosclerotic lesions from diabetic individuals were also identified. These genes are underexpressed in atherosclerotic lesions from diabetic individuals relative to their expression in nondiabetic individuals. Accession numbers that correspond to these genes are listed in Table 3. In addition, genes that are downregulated in atherosclerotic lesions from nondiabetic individuals and upregulated in atherosclerotic lesions from diabetic individuals were identified. These genes are overexpressed in atherosclerotic lesions of diabetic individuals relative to their expression in atherosclerotic lesions of nondiabetic individuals. Accession numbers that correspond to these genes are also listed in Table 3. The genes corresponding to accession numbers listed in Tables 3A and 3B are collectively referred to as DEA-DL genes herein.


Genes that are upregulated in non-lesion vascular tissue from diabetic individuals and downregulated in non-lesion vascular tissue from nondiabetic individuals were also identified. Accession numbers that correspond to these genes are listed in Table 4. Genes that are downregulated in non-lesion vascular tissue from diabetic individuals and upregulated in non-lesion vascular tissue from nondiabetic individuals were also identified. Accession numbers that correspond to these genes are listed in Table 4. The genes corresponding to accession numbers listed in Table 4 are collectively referred to as DEA-DNL genes herein.


A common approach employed in efforts to prevent and/or treat atherosclerosis and CAD is the administration of pharmaceutic agents that lower blood cholesterol levels. One important class of such agents consists of HMG-CoA reductase inhibitors, which include compounds known as “statins”. Examples include simvastatin, atorvastatin, fluvastatin, lovastatin, and pravastatin. The present invention encompasses the recognition that genes that are differentially regulated in blood vessel tissue of subjects who either have or have not been treated with a lipid lowering agent such as a statin are important targets for diagnosis and therapy of atherosclerosis. Furthermore, identification of differences in the expression profiles of treated vs. untreated tissue is of use to identify additional compounds that would be expected to have a similarly beneficial effect in inhibiting atherosclerosis as that of the statins. Genes that are differentially regulated in blood vessel tissue of subjects either treated or not treated with a statin are shown in Table 8. The invention provides a method of identifying a compound comprising steps of: determining the expression level of a multiplicity of genes listed in Table 8 in a subject to whom the compound has been administered with the expression level of those genes in a subject to whom the compound has not been administered; and determining whether administration of the compound alters the level of expression of the genes to more closely resemble the profile of a subject treated with a statin. The method can include obtaining a sample from a subject to whom the compound has been administered. The sample is typically a blood vessel sample. The subject can be an animal that serves as an animal model for atherosclerosis, diabetes, dyslipidemia, etc. The method can include a step of comparing the expression of one or more genes listed in Table 8 with the level of expression of those genes in a subject treated with a statin. The method can include a step of screening a multiplicity of compounds to identify one or more compounds that cause a significant number of genes (e.g., at least 5, 10, 25, 50, etc.) to switch from an expression pattern characteristic of a subject not treated with a statin to an expression pattern characteristic of a subject treated with a statin. The subject may or may not have atherosclerosis or CAD. The compounds can be members of compound libraries, e.g., natural product libraries or combinatorially synthesized libraries, as described elsewhere herein. The invention further includes compounds identified according to any of these methods.


Identification of the genes listed in Tables 1-4 and/or 8 provides a wide variety reagents and methods, as described below. For example, these genes and their expression products, e.g., mRNA and encoded polypeptides, are pharmacological targets for therapies aimed at preventing or treating atherosclerosis or any of its symptoms or manifestations. In addition, identification of genes that are upregulated in atherosclerotic lesions permits the targeting of molecules, including imaging agents and therapeutic agents, e.g., to atherosclerotic lesions, e.g., for purposes including, but not limited to, diagnosis, prognosis, treatment, imaging, or assessment of treatments for conditions associated with atherosclerosis. Measurement of the expression level of the genes newly identified as upregulated or downregulated in atherosclerosis improves diagnosis and prognosis of atherosclerosis and/or a disease or condition associated with atherosclerosis. Thus the invention provides diagnostic methods, reagents, and methods for the treatment of athersoscierosis and/or a disease or condition associated with atherosclerosis as described further below. In any of the aspects and embodiments of the invention described herein the DEA gene can be selected from genes corresponding to accession numbers listed in Table 1-4 and 8. In any of the aspects and embodiments of the invention described herein that involve a DEA gene, the DEA gene can be selected from DEA-A genes, DEA-DB genes, DEA-DL genes, DEA-DNL, and/or DEA-S genes.


It is noted that although the genes identified herein are human genes, the corresponding genes in other mammalian species are also of use in the present invention. In particular, the invention encompasses diagnostic and therapeutic methods for use in non-human mammalian species based on the corresponding genes in such species.


Polypeptide expression products of the genes identified in Tables 1-4 and 8 are referred to herein as DEA polypeptides. In certain embodiments of the invention a DEA polypeptide comprises the complete amino acid sequence encoded by a mRNA transcribed from the corresponding DEA gene. In addition, in certain embodiments of the invention DEA polypeptides comprise less than the complete amino acid sequence encoded by the corresponding DEA gene. For example alternate splicing or post-translational processing may give rise to shorter polypeptides that comprise less than the entire amino acid sequence encoded by the corresponding DEA gene. In general, such DEA polypeptides will comprise at least 10 continuous amino acid residues encoded by the corresponding DEA gene, at least 20 continuous amino acid residues encoded by the corresponding DEA gene, at least 30 continuous amino acid residues encoded by the corresponding DEA gene, at least 40 continuous amino acid residues encoded by the corresponding DEA gene, at least 50 continuous amino acid residues encoded by the corresponding DEA gene, etc. In various embodiments of the invention a DEA polypeptide comprises a polypeptide whose sequence comprises at least 10% of the amino acid sequence encoded by the corresponding DEA gene. In other embodiments of the invention a DEA polypeptide comprises a polypeptide whose sequence comprises at least 20%, at least 30%, at least 40%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, at least 95%, or 100% of the amino acid sequence encoded by the corresponding DEA gene. In certain embodiments of the invention a DEA polypeptide consists of the complete polypeptide encoded by the corresponding DEA gene.


As noted above, certain of the DEA polypeptides are encoded by genes that are overexpressed or underexpressed in atherosclerotic lesions, overexpressed or underexpressed in diabetic blood vessels, overexpressed or underexpressed in atherosclerotic lesions from diabetic individuals, overexpresed or underexpressed in nonlesion vascular tissue from diabetic individuals, or differentially expressed in samples from patients who had or had not been treated with a statin. A DEA polypeptide may, but need not, display a similar pattern of overexpression or underexpression as the gene that encodes it. In other words, while in many cases the pattern of overexpression or underexpression of a protein parallels that of the gene that encodes it, one of ordinary skill in the art will appreciate that this is not invariably the case. If desired, one of ordinary skill in the art can readily determine whether any particular DEA polypeptide is overexpressed or underexpressed.


In any of the aspects and embodiments of the invention described herein that involve a DEA polypeptide, the DEA polypeptide can be selected from the group of: polypeptides encoded by genes corresponding to accession numbers listed in Table 1-4 and 8. In any of the aspects and embodiments of the invention described herein that involve a DEA polypeptide, the DEA polypeptide can be selected from the group of: polypeptides encoded by DEA-A genes, polypeptides encoded by DEA-DB genes, polypeptides encoded by DEA-DL genes, and polypeptides encoded by DEA-DNL genes.


II. Antibodies that Bind to DEA Polypeptides


The invention provides a variety of different antibodies that bind to the polypeptides encoded by the DEA genes identified herein. An antibody that binds to a DEA polypeptide may be referred to herein as a “DEA antibody”. The invention provides an antibody or other agent that specifically binds to a DEA polypeptide encoded by a polynucleotide whose sequence comprises the sequence of a polynucleotide whose Genbank accession number is selected from the group of Genbank accession numbers listed in any of Tables 1-4 or 8. In particular, the invention provides an antibody or other specific binding agent that specifically binds to a DEA polypeptide encoded by a gene selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.


According to certain embodiments of the invention the antibody is a polyclonal antibody, while in other embodiments the antibody is monoclonal. Generally applicable methods for producing antibodies are well known in the art. It is noted that antibodies can be generated by immunizing animals (or humans) either with a full length polypeptide, a partial polypeptide, fusion protein, or peptide (which may be conjugated with another moiety to enhance immunogenicity). The exact specificity of the antibody will vary depending upon the particular preparation used to immunize the animal and on whether the antibody is polyclonal or monoclonal. For example, if a peptide is used the resulting antibody will bind only to the antigenic determinant represented by that peptide. Polyclonal or monoclonal antibodies that bind to a DEA polypeptide can be produced using standard methods. See, e.g., Harlow, supra. In a nonlimiting embodiment a DEA antibody is generated by the hybridoma technique, which involves immunizing a mammal with at least a portion of a DEA polypeptide, e.g., a portion of the extracellular domain of a DEA polypeptide in the case of DEA polypeptides that comprise an extracellular domain, isolating immune system cells (e.g., splenocytes, B cells, T cells) from the immunized mammal, fusing the immune system cells with myeloma cells, and identifying a clone from a hybridoma generated from the fusion, wherein the clone produces an antibody capable of binding to a DEA polypeptide. cDNA encoding the antibody can be cloned from the hybridoma, e.g., optionally using an amplification technique such as PCR. The coding sequence can then be used, e.g., to express the antibody in a recombinant host cell or transgenic organism. The sequences can be subjected to alteration such as random mutagenesis, chain or DNA shuffling methods, etc. The sequence can be modified, e.g., to humanize the antibody, combined with other antibody sequences, etc.


Phage display, in which antibody fragments are displayed on the surface of phage as fusions with a phage coat protein, can also be used to identify an antibody that binds to a DEA polypeptide. After displaying an antibody fragment on the surface of the phage, antigen specific phage are selected and enriched by multiple rounds of affinity panning. See, e.g., U.S. Pat. Nos. 5,855,885; 5,817,215; 6,172,197; 6,806,079. Libraries of antibody genes can be prepared from variable genes isolated from immunized animals, non-immunized animals, or synthetic libraries of genes can be used.


In some embodiments the antibody is a single chain antibody. Examples of techniques which can be used to produce single-chain Fvs and antibodies include those described in U.S. Pat. Nos. 4,946,778 and 5,258,498; Huston et al., Methods in Enzymology 203:46-88, 1991; Shu et al., PNAS 90:7995-7999, 1993; and Skerra et al., Science 240:1038-1040, 1988. Single chain antibodies are formed by linking the heavy and light chain fragments of the Fv region of an antibody via a linker such as a peptide bridge, resulting in a single chain polypeptide. The fragments can be synthesized separately and linked in vitro. However, in a preferred embodiment a recombinant nucleic acid that encodes the fragments, optionally separated by a peptide spacer, is expressed, e.g., in cells or in a transgenic plant, is used to produce the single chain antibody.


Both monospecific and multispecific (e.g., bispecific) antibodies are within the scope of the invention. Monovalent antibodies, bivalent antibodies, and antibodies having higher degrees of valency are also within the scope of the invention. A bispecific antibody has two distinct antigen binding sites that bind to different antigens. Antibody valency refers to the number of antigen binding sites. Bispecific or trispecific antibodies can be prepared, for example, by linking Fab′ fragments obtained from antibodies that bind to different antigens (Somasundaram C, et al., Hum Antibodies, 9(1):47-54, 1999). Single chain antibodies can be mono- or bispecific, and can be bivalent, trivalent, or tetravalent. A bispecific antibody has two distinct antigen binding sites that bind to different antigens. Antibody valency refers to the number of antigen binding sites. Construction of tetravalent, bispecific single chain antibodies is taught, for example, in Coloma and Morrison, Nat. Biotechnol. 15:159-163, 1997. Construction of bivalent, bispecific single chain antibodies is taught in Mallendar and Voss, J. Biol. Chem. 269:199-216, 1994. See also Cao Y and Suresh M R., Bioconjug Chem., 9(6):635-44, 1998. Bi- and tri-specific multimers can be formed by association of different scFv molecules. Varying the spacer length can determine whether See Joosten, V., et al., Microb Cell Fact., 2(1):1, 2003, for discussion of antibody fragments and antibody fusion proteins, with an emphasis on their production in yeasts and filamentous fungi.


In addition to antibodies such as those described above, antibody fragments that retain capability to bind to a DEA polypeptide can be used. For example, single domain binding proteins based upon immunoglobulin VH and VH-like domains can be used (Nuttall S D, et al, Curr Pharm Biotechnol., 1(3):253-63, 2000).


One of ordinary skill in the art will recognize that once an antibody that binds to a DEA polypeptide has been identified, changes can be made in the sequence without significantly altering the structure, e.g., without significantly reducing the ability of the antibody to bind the DEA polypeptide. Therefore, additional DEA antibodies and DEA antibody fragments can be generated by making additions, substitutions, and/or deletions to known antibody sequences, e.g., by performing site-directed mutagenesis of a polynucleotide that encodes an antibody chain or by chemical synthesis. Such variant antibodies or antibody fragments that bind to a DEA polypeptide could also be used, provided that they retain ability to bind to a DEA polypeptide. In certain embodiments of the invention a variant has substantial sequence identity or substantial sequence homology to a DEA antibody generated by a human or other animal or by phage display. For example, in a nonlimiting embodiment, a DEA antibody is at least 80% identical to a DEA antibody generated by a human or other animal or by phage display.


As mentioned above, it may be desirable to develop and/or select antibodies that specifically bind to particular regions of a DEA polypeptide, e.g., an extracellular domain. Such specificity may be achieved by immunizing the animal with peptides or polypeptide fragments that correspond to that region. Alternately, a panel of monoclonal antibodies can be screened to identify those that specifically bind to the desired region. The invention therefore provides, for each of the DEA polypeptides, a panel of antibodies wherein each member of the panel specifically recognizes a different antigenic determinant present in the DEA polypeptide.


In general, certain preferred antibodies possess high affinity, e.g., a Kd of <200 nM, and preferably, of <100 nM for their target. According to certain embodiments of the invention preferred antibodies do not show significant reactivity with tissues other than vascular tissues e.g., tissues of key importance such as kidney, brain, liver, bone marrow, colon, breast, prostate, thyroid, gall bladder, lung, adrenals, muscle, nerve fibers, pancreas, skin, etc. (Of course the antibodies may show significant reactivity with vascular structures within those tissues.) In the context of reactivity with tissues, the term “significant reactivity”, as used herein, refers to an antibody or antibody fragment, which, when applied to a tissue of interest under conditions suitable for immunohistochemistry, will elicit either no staining or negligible staining, e.g., only a few positive cells scattered among a field of mostly negative cells.


The invention provides various methods of using the antibodies described above. For example, the antibodies may be used to perform immunohistochemical analysis, immunoblotting, ELISA assays, etc., in order to detect the polypeptide to which the antibody specifically binds. In the case of DEA polypeptides that are released into the bloodstream, detection of the DEA polypeptide in a blood sample can provide a diagnostic test for atherosclerosis, as described further below. The antibodies may be used as components of antibody arrays. The antibodies may also be used for imaging studies, as described further below. In addition, the antibodies are useful for delivering attached moieties such as diagnostic or therapeutic agents to an atherosclerotic lesion or to a site within a blood vessel that is at risk of developing an atherosclerotic lesion. The antibodies are also useful as a targeting component of a targeted delivery vehicle (e.g., a microparticle, nanoparticle, liposome, etc.), and as therapeutic agents. In some embodiments an antibody that binds to a DEA polypeptide that is a receptor for an endogenous ligand, e.g., a cytokine or chemokine receptor is used as a therapeutic agent for treatment or prophylaxis of atherosclerosis. In an embodiment of particular interest, the receptor is one that is overexpressed in atherosclerotic lesions.


III. DEA Ligands and Methods for their Identification


In another aspect, the invention provides ligands that specifically bind to a DEA polypeptide. Such a ligand may be referred to herein as a “DEA ligand”. The term “ligand” is intended to encompass any type of molecule capable of specific binding, other than antibodies as described above. Ligands may be, for example, peptides, non-immunoglobulin polypeptides, nucleic acids, protein nucleic acids (PNAs), aptamers, small molecules, etc. Ligands that specifically bind to any of the DEA polypeptides described herein may be identified using any of a variety of approaches. For example, ligands may be identified by screening libraries, e.g., small molecule libraries. Naturally occurring or artificial (non-naturally occurring) ligands, particularly peptides or polypeptides, may be identified using a variety of approaches including, but not limited to, those known generically as two- or three-hybrid screens, the first version of which was described in Fields S. and Song O., Nature 1989 Jul. 20; 340(6230):245-6. Nucleic acid or modified nucleic acid ligands may be identified using, e.g., systematic evolution of ligands by exponential enrichment (SELEX) (Tuerk, C. and Gold., L, Science 249(4968): 505-10, 1990), or any of a variety of directed evolution techniques that are known in the art. For example, an aptamer is an oligonucleotide (e.g., DNA, RNA, which can include various modified nucleotides, e.g., 2′-O-methyl modified nucleotides) that binds to a particular protein. See, e.g., Brody E N, Gold L. J. Biotechnol., 74(1):5-13, 2000. In certain embodiments of the invention the ligand is an aptamer that binds to a DEA polypeptide. See also Jellinek, D., et al., Biochemistry, 34(36): 11363-72, 1995, describing identification of high-affinity 2′-aminopyrimidine RNA ligands to basic fibroblast growth factor (bFGF). Screens using nucleic acids, peptides, or polypeptides as candidate ligands may utilize nucleic acids, peptides, or polypeptides that incorporate any of a variety of nucleotide analogs, amino acid analogs, etc. Various nucleotide analogs are known in the art, and other modifications of a nucleic acid chain, e.g., in the backbone, can also be used, as described elsewhere herein.


A variety of engineered ligand-binding proteins with antibody-like properties are known in the art. For example, anticalins offer an alternative type of ligand-binding protein, which is constructed on the basis of lipocalins as a scaffold (Skerra, J., J. Biotechnol., 74(4):257-75, 2001). Affibodies, which are binding proteins generated by phage display from combinatorial libraries constructed using the protein A-derived Z domain as a scaffold, can also be used. See, e.g., Nord K, Eur J Biochem., 268(15):4269-77, 2001. Thus the invention provides an affibody or anticalin that specifically binds to a DEA polypeptide.


Peptides or polypeptides may incorporate one or more unnatural amino acids (e.g., amino acids that are not naturally found in mammals, or amino acids that are not naturally found in any organism). Such amino acids include, but are not limited to, cyclic amino acids, diamino acids, β-amino acids, homo amino acids, alanine derivatives, phenylalanine boronic acids, proline and pyroglutamine derivatives, etc. Alterations and modifications may include the replacement of an L-amino acid with a D-amino acid, or various modifications including, but not limited to, phosphorylation, carboxylation, alkylation, methylation, etc.


Polypeptides incorporating unnatural amino acids may be produced either entirely artificially or through biological processes, e.g., in living organisms. Use of unnatural amino acids may have a number of advantages. For example, unnatural amino acids may be utilized as building blocks, conformational constraints, molecular scaffolds, or pharmacologically active products. They represent a broad array of diverse structural elements that may be utilized, e.g., for the development of new leads in peptidic and non-peptidic compounds. They may confer desirable features such as enhanced biological activity, proteolytic resistance, etc. See, e.g., Bunin, B. A. et al., Annu. Rep. Med. Chem. 1999, 34, 267; Floyd, C. D. et al., Prog. Med. Chem. 1999, 36, 91; Borman, S. Chem. Eng. News 1999, 77, 33; Brown, R. K. Modern Drug Discovery 1999, 2, 63; and Borman, S. Chem. Eng. News 2000, 78, 53, describing various applications of unnatural amino acids. Once a ligand is identified, modifications such as those described above may be made.


In general, a screen for a ligand that specifically binds to any particular DEA polypeptide may comprise steps of contacting DEA polypeptide with a candidate ligand under conditions in which binding can take place; and determining whether binding has occurred. Any appropriate method for detecting binding, many of which are well known in the art, may be used. One of ordinary skill in the art will be able to select an appropriate method taking into consideration, for example, whether the candidate ligand is a small molecule, peptide, nucleic acid, etc. For example, the candidate ligand may be tagged, e.g., with a radioactive molecule. The DEA polypeptide can then be isolated, e.g., immunoprecipitated from the container in which the contacting has taken place, and assayed to determine whether radiolabel has been bound. This approach may be particularly appropriate for small molecules. Binding can be confirmed by any of a number of methods, e.g., radiolabel assays, plasmon resonance assays, etc. Phage display represents another method for the identification of ligands that specifically bind to DEA polypeptides. In addition, determination of the partial or complete three-dimensional structure of a DEA polypeptide (e.g., using nuclear magnetic resonance, X-ray crystallography, etc.) may facilitate the design of appropriate ligands.


Functional assays may also be used to identify ligands, particularly ligands that behave as agonists or antagonists, activators, or inhibitors of particular DEA polypeptides. For such assays it is necessary that the polypeptide of interest possesses a measurable or detectable functional activity and that such functional activity is increased or decreased upon binding of the ligand. Examples of functional activities of a polypeptide include, e.g., ability to catalyze a chemical reaction either in vitro or in a cell, ability to induce a change of any sort in a biological system, e.g., a change in cellular phenotype, a change in gene transcription, a change in membrane current, a change in intracellular or extracellular pH, a change in the intracellular or extracellular concentration of an ion, etc. when present within a cell or when applied to a cell.


Ligands that bind to DEA polypeptides have a variety of uses, some of which are described below. For example, they may serve as components of targeted conjugates and/or delivery vehicles. Ligands that modulate the expression and/or activity of a DEA polypeptide can also be used for therapeutic purposes.


Certain of the methods for identifying ligands may be performed in vitro, e.g., using a DEA polypeptide or a significantly similar polypeptide or fragment thereof produced using recombinant DNA technology. Certain of the methods may be performed by applying the test compound to a cell that expresses the polypeptide and measuring the expression or activity of the polypeptide, which may involve isolating the polypeptide from the cell and subsequently measuring its amount and/or activity. In certain of the methods the polypeptide may be a variant that includes a tag (e.g., an HA tag, 6×His tag, Flag tag, etc.) which may be used, for example, to facilitate isolation or the variant may be a fusion protein.


In general, an appropriate method for measuring activity of a polypeptide will vary depending on the polypeptide. For example, if the polypeptide has a known biological or enzymatic activity, or is homologous to a polypeptide with a known biological or enzymatic activity, that activity will be measured using any appropriate method known in the art. Thus if the polypeptide is a kinase a kinase assay will be performed. If the molecule is a cytokine, biological assays such as the ability to activate and/or trigger migration of other cell types can be assessed. If the molecule is a growth factor or growth factor receptor, the ability of the polypeptide to cause cell proliferation can be assessed.


Compounds suitable for screening according to the above methods include small molecules, natural products, peptides, nucleic acids, etc. Sources for compounds include natural product extracts, collections of synthetic compounds, and compound libraries generated by combinatorial chemistry. Libraries of compounds are well known in the art. One representative example is known as DIVERSet™, available from ChemBridge Corporation, 16981 Via Tazon, Suite G, San Diego, Calif. 92127. DIVERSet™ contains between 10,000 and 50,000 drug-like, hand-synthesized small molecules. The compounds are pre-selected to form a “universal” library that covers the maximum pharmacophore diversity with the minimum number of compounds and is suitable for either high throughput or lower throughput screening. For descriptions of additional libraries, see, for example, Tan, et al., “Stereoselective Synthesis of Over Two Million Compounds Having Structural Features Both Reminiscent of Natural Products and Compatible with Miniaturized Cell-Based Assays”, Am. Chem. Soc. 120, 8565-8566, 1998; Floyd C D, Leblanc C, Whittaker M, Prog Med Chem 36:91-168, 1999. Numerous libraries are commercially available, e.g., from AnalytiCon USA Inc., P.O. Box 5926, Kingwood, Tex. 77325; 3-Dimensional Pharmaceuticals, Inc., 665 Stockton Drive, Suite 104, Exton, Pa. 19341-1151; Tripos, Inc., 1699 Hanley Rd., St. Louis, Mo., 63144-2913, etc. In certain embodiments of the invention the methods are performed in a high-throughput format using techniques that are well known in the art, e.g., in multiwell plates, using robotics for sample preparation and dispensing, etc. Representative examples of various screening methods may be found, for example, in U.S. Pat. No. 5,985,829, U.S. Pat. No. 5,726,025, U.S. Pat. No. 5,972,621, and U.S. Pat. No. 6,015,692. The skilled practitioner will readily be able to modify and adapt these methods as appropriate.


Molecular modeling can be used to identify a pharmacophore for a particular target, i.e., the minimum functionality that a molecule must have to possess activity at that target. Such modeling can be based, for example, on a predicted structure for the target (e.g., a two-dimensional or three-dimensional structure). Software programs for identifying such potential lead compounds are known in the art, and once a compound exhibiting activity is identified, standard methods may be employed to refine the structure and thereby identify more effective compounds. For example computer-based screening can be used to identify small organic compounds that bind to concave surfaces (pockets) of proteins, can identify small molecule ligands for numerous proteins of interest (Huang, Z., Pharm. & Ther. 86: 201-215, 2000). In silico discovery of small molecules that bind to a protein of interest will typically involve, for example pharmacophore-aided database searches, virtual protein-ligand docking, and/or structure-activity modeling. For example, the computer program DOCK and variants thereof is widely used (Lorber, D. and Shoichet, B., Protein Science, 7:938-950, 1998). Other examples of suitable programs include Autodock and Flexx. It is noted that these programs and the hardware used to run them have undergone significant improvement since their introduction. Databases providing compound structures suitable for virtual screening are available in the art. For example, ZINC is a database that provides a library of 727, 842 molecules, each with 3D structure, which was prepared using catalogs of compounds that are commercially available (Irwin J J and Shoichet B K. J Chem Inf Model., 45(1):177-82, 2005). Each molecule in the library contains vendor and purchasing information and is ready for docking using a number of popular docking programs. In one embodiment the structure of a DEA polypeptide is screened against a database using a computer-based method to identify small molecules that bind to the DEA polypeptide. Assays to identify and/or to confirm molecules that bind to a DEA polypeptide could include functional assays, e.g., assessing the ability of a compound to prevent blood coagulation. Radioligand binding assays, competition assays, immunologically based assays, etc., could also be used.


According to certain of the inventive screening methods for identifying activators or inhibitors of a DEA polypeptide the DEA polypeptide is expressed in cells. In general, a wide variety of cells can be used, e.g., Xenopus oocytes, yeast cells, mammalian cells, etc. Numerous different types of mammalian cell lines are suitable, e.g., CHO cells, HEK293 cells, L cells, BHK cells, etc. Primary cells, e.g., vascular endothelial cells, vascular smooth muscle cells, etc., can also be used. In certain embodiments of the invention the screening assay involves detecting an alteration in a cellular phenotype. The phenotype can be any detectable morphological or biochemical characteristic of the cell that is affected by or dependent on the level of expression of the DEA polypeptide.


Thus the invention provides a method for screening for a ligand for a DEA polypeptide comprising steps of: (i) providing a sample comprising a DEA polypeptide; (ii) contacting the sample with a candidate compound; (iii) determining whether the level of activity of the polypeptide in the presence of the compound is increased or decreased relative to the level of activity of the DEA polypeptide in the absence of the compound; and (iv) identifying the compound as a ligand of the DEA polypeptide if the level of activity of the DEA polypeptide is higher or lower in the presence of the compound relative to its level of activity in the absence of the compound. In certain embodiments of the method the sample comprises cells that express the DEA polypeptide.


Identified compounds can be further tested in vitro or in vivo. For example, it may be desirable to include an additional step of (v) administering the compound to an animal suffering from or at risk of developing atherosclerosis or a disease or condition associated with atherosclerosis and evaluating the response. Response can be evaluated in any of a variety of ways, e.g., by assessing clinical features, laboratory data, blood vessel images, etc. A comparison may be performed with similar animals who did not receive the compound or who received a lower or higher amount of the compound. A number of animal models (e.g., mouse, rat, rabbit, pig, etc.) for atherosclerosis and for diseases associated with atherosclerosis, such as diabetes, are known in the art. Such models may involve genetic alterations, administration of drugs, etc., to include the development of atherosclerosis or a disease associated with atherosclerosis. See, e.g., Jawein, J., et al., J Physiol Pharmacol., 55(3):503-17, 2004, for a discussion of mouse models of atherosclerosis. See, e.g., Yanni, A., Lab Anim. 38(3):246-56, 2004, for a discussion of rabbit models of atherosclerosis. See, e.g., Rees, D A and Alcolado, J. C., Diabet Med., 22(4):359-70, 2005, for a discussion of animal models of diabetes.


The invention includes compounds identified using the above methods, e.g., compounds that increase or decrease one or more activities of a DEA polypeptide.


In general, a wide variety of different compounds can be screened. Numerous libraries of natural products, synthetic molecules, combinatorial libraries, etc., are known in the art, and any of these can be used, as mentioned above. In addition, the assays can be used to test variants of known ligands of a receptor that is identified as a DEA polypeptide herein, e.g., a cytokine or chemokine receptor.


IV. Targeting Agents, Targeted Conjugates, and Targeted Delivery Vehicles


The invention provides a variety of different targeting agents that bind to the polypeptides encoded by the DEA genes identified herein. Such targeting agents are useful for a variety of purposes including diagnostic, therapeutic, as targeted delivery vehicles or components of such vehicles, for research purposes, etc. The invention provides a targeting agent that specifically binds to a DEA polypeptide encoded by a polynucleotide whose sequence comprises the sequence of a polynucleotide whose Genbank accession number is selected from the group of Genbank accession numbers listed in any of Tables 1-4 or 8. In particular, the invention provides a targeting agent that specifically binds to a DEA polypeptide encoded by a gene selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy 1, COX-2, and ADAMTS1. The invent The targeting agent can be an antibody or ligand that specifically binds to a DEA polypeptide. Such antibodies and ligands are described above.


In another aspect, the invention provides a conjugate comprising a targeting agent linked with a functional moiety, wherein the targeting agent specifically binds to a DEA polypeptide. Targeting agents may be any agent that specifically binds to a DEA polypeptide. In particular, targeting agents can be antibodies or ligands that specifically bind to a DEA polypeptide, as described above.


In general, these conjugates possess at least two functions, one of which is specifically binding to a DEA polypeptide. By “functional moiety” is meant any compound, agent, molecule, etc., that possesses an activity or property that alters, enhances, or otherwise changes the ability of the targeting agent to fulfill any particular purpose or that enables the targeting agent to fulfill a new purpose. Such purposes include, but are not limited to, providing diagnostic and/or prognostic information and/or treatment of diseases or conditions associated with atherosclerosis, or imaging vascular tissue, e.g., imaging atherosclerotic lesions in blood vessel walls.


By “linked” is generally meant covalently bound or, if noncovalently bound, physically associated via intermolecular forces approximately equal in strength to that of covalent bonds and exhibiting specific binding. Thus a noncovalent interaction between two molecules that has very slow dissociation kinetics can function as a link. For example, an antibody associated with its cognate antigen is generally considered linked. As another example, reactive derivatives of phospholipids can be used to link the liposomes or cell membranes in which they are incorporated to antibodies or enzymes. Targeting agents, e.g., antibodies or ligands linked to a functional moiety will be referred to herein as conjugates or heteroconjugates. According to certain embodiments of the invention the functional moiety is a compound (e.g., a polymer such as polyethylene glycol) that stabilizes the targeting agent and/or increases its resistance to degradation. According to certain embodiments of the invention the functional moiety is a diagnostic agent or a therapeutic agent. Suitable diagnostic and therapeutic agents are discussed below. It will be appreciated that a conjugate can comprise multiple either identical or different DEA targeting agents and can comprise multiple either identical or different functional moieties.


According to certain embodiments of the invention the targeting agent is synthesized using precursors, e.g., amino acids, that contain the functional moiety. For example, an antibody or a polypeptide ligand can be synthesized using amino acid precursors that contain flourine-19 instead of hydrogen at one or more positions, or that contain nitrogen-15 or oxygen-17 instead of the more abundant isotope at one or more positions. As a second example, where the functional moiety is a polypeptide, the composition may be produced as a fusion protein, as described above, wherein one portion of the fusion protein (the antibody or ligand) specifically binds to the DEA polypeptide and a second portion of the fusion protein consists of or comprises a functional moiety. Alternately, polypeptides may be modified to incorporate a functional moiety. For example, the methods described in Haruta, Y., and Seon, B. K., Proc. Nat. Acad. Sci., 83, 7898-7902 (1986) may be used to iodinate antibodies and other polypeptides. See also Tabata, M., et al., Int. J. Cancer, Vol. 82, Issue 5: 737-742, 1999. Functional moieties incorporated into a targeting agent of the invention during synthesis or added to the antibody or ligand subsequently are considered “linked” to the targeting agent.


Functional moieties may be linked to targeting agents such as antibodies by any of a number of methods that are well known in the art. Examples include, but are not limited to, the glutaraldehyde method which couples primarily through the α-amino group and ε-amino group, maleimide-sulfhydryl coupling chemistries (e.g., the maleimidobenzoyl-N-hydroxysuccinimide ester (MBS) method), and periodate oxidation methods, which specifically direct the coupling location to the Fc portion of the antibody molecule. In addition, numerous cross-linking agents are known, which may be used to link the targeting agent to the functional moiety.


A wide variety of methods (selected as appropriate taking into consideration the properties and structure of the ligand and functional moiety) may likewise be used to produce the DEA-targeted conjugates of the invention. Suitable cross-linking agents include, e.g., carboiimides, N-Hydroxysuccinimidyl-4-azidosalicylic acid (NHS-ASA), dimethyl pimelimidate dihydrochloride (DMP), dimethylsuberimidate (DMS), 3,3′-dithiobispropionimidate (DTBP), etc. According to certain embodiments of the invention the functional moiety is a compound (e.g., polyethylene glycol) that stabilizes the ligand and/or increases its resistance to degradation.


For additional information on conjugation methods and crosslinkers see generally the journal Bioconjugate Chemistry, published by the American Chemical Society, Columbus Ohio, PO Box 3337, Columbus, Ohio, 43210. This journal reports on advances concerning the covalent attachment of active molecules to biopolymers, surfaces, and other materials. Coverage spans conjugation of antibodies and their fragments, nucleic acids and their analogs, liposomal components, and other biologically active molecules with each other or with any molecular groups that add useful properties. Such molecular groups include small molecules, radioactive elements or compounds, polypeptides, etc. See also “Cross-Linking”, Pierce Chemical Technical Library, available at the Web site having URL www.piercenet.com and originally published in the 1994-95 Pierce Catalog and references cited therein and Wong S S, Chemistry of Protein Conjugation and Crosslinking, CRC Press Publishers, Boca Raton, 1991. The following section presents a number of examples of specific conjugation approaches and cross-linking reagents. However, it is to be understood that the invention is not limited to these methods, and that selection of an appropriate method may require attention to the properties of the particular functional moiety, substrate, or other entity to be linked to the targeting agent.


According to certain embodiments of the invention a bifunctional crosslinking reagent is used to couple a functional moiety with a targeting agent of the invention. In general, bifunctional crosslinking reagents contain two reactive groups, thereby providing a means of covalently linking two target groups. The reactive groups in a chemical crosslinking reagent typically belong to various classes of functional groups such as succinimidyl esters, maleimides, and iodoacetamides. Bifunctional chelating agents may also be used. For example, a targeting agent of the invention may be coupled with a chelating agent, which may be used to chelate a functional moiety such as a metal. Bifunctional chelating agents may be used to couple more than one functional moiety to a targeting agent of the invention. For example, according to certain embodiments of the invention one or more of the functional moieties is useful for imaging and/or one or more of the functional moieties is useful for therapy. Appropriate chelating agents for use with the antibodies or ligands of the invention include polyaminocarboxylates, e.g., DTPA, macrocyclic polyaminocarboxylates such as 1, 4, 7, 10-tetraazacyclododecane N,N′,N″,N′″-tetraacetic acid (DOTA), etc. See Lever, S., J. Cell. Biochem. Suppl., 39:60-64, 2002, and references therein.


The most common schemes for forming a heteroconjugate involve the indirect coupling of an amine group on one biomolecule to a thiol group on a second biomolecule, usually by a two- or three-step reaction sequence. The high reactivity of thiols and their relative rarity in most biomolecules make thiol groups good targets for controlled chemical crosslinking. If neither molecule contains a thiol group, then one or more can be introduced using one of several thiolation methods. The thiol-containing biomolecule may then be reacted with an amine-containing biomolecule using a heterobifunctional crosslinking reagent, e.g., a reagent containing both a succinimidyl ester and either a maleimide or an iodoacetamide. Amine-carboxylic acid and thiol-carboxylic acid crosslinking may also be used. For example, 1-Ethyl-3-(3-dimethylaminopropyl)carbodiimide (EDAC) can react with biomolecules to form “zero-length” crosslinks, usually within a molecule or between subunits of a protein complex. In this chemistry, the crosslinking reagent is not incorporated into the final product. The water-soluble carbodiimide EDAC crosslinks a specific amine and carboxylic acid between subunits of allophycocyanin, thereby stabilizing its assembly. See, e.g., Yeh S W, et al., “Fluorescence properties of allophycocyanin and a crosslinked allophycocyanin trimer.”, Cytometry 8, 91-95 (1987).


Several methods are available for introducing thiols into biomolecules, including the reduction of intrinsic disulfides, as well as the conversion of amine, aldehyde or carboxylic acid groups to thiol groups. Disulfide crosslinks of cystines in proteins can be reduced to cysteine residues by dithiothreitol (DTT), tris-(2-carboxyethyl)phosphine (TCEP), or tris-(2-cyanoethyl)phosphine. Amines can be indirectly thiolated by reaction with succinimidyl 3-(2-pyridyldithio)propionate (SPDP) followed by reduction of the 3-(2-pyridyldithio)propionyl conjugate with DTT or TCEP. Amines can be indirectly thiolated by reaction with succinimidyl acetylthioacetate followed by removal of the acetyl group with 50 mM hydroxylamine or hydrazine at near-neutral pH. Tryptophan residues in thiol-free proteins can be oxidized to mercaptotryptophan residues, which can then be modified by iodoacetamides or maleimides


For purpose of covalently linking active molecules (e.g., therapeutic agents) to targeting agents, it may be preferred to select methods that result in a conjugate wherein the targeting agent is separable from the therapeutic agent to allow the agent to enter the cell. Thiol-cleavable, disulfide-containing conjugates may be employed for this purpose. Cells are able to break the disulfide bond in the cross-linker, which permits release of the agent within the target cell. Examples of suitable cross-linkers include 2-iminothiolane (Traut's reagent), N-succinimidyl 3-(2-pyridyldithio)propionate (SPDP), etc. In addition, it is generally preferable to select methods that do not significantly impair the ability of the targeting agent to specifically bind to its target and do not significantly impair the ability of the functional moiety to perform its intended function. One of ordinary skill in the art will be able to test the conjugate to determine whether the targeting agent retains binding ability and/or whether the functional moiety retains its function.


According to certain embodiments of the invention the functional moiety is released from the targeting agent upon uptake into the cell. For example, the functional moiety may be attached to the targeting agent via a linker or spacer that is cleaved by an intracellular enzyme such as a protease. In other embodiments of the invention the functional moiety is released from the targeting agent upon arrival in the vicinity of an atherosclerotic lesion. In such embodiments the functional moiety may be attached to the targeting agent via a linker or spacer that is cleaved by an enzyme that is present on or in a blood vessel wall in the vicinity of an atherosclerotic lesion. For example, the enzyme may be overexpressed in atherosclerotic lesions. As noted above the present invention provides the discovery that certain MMPs are overexpressed in atherosclerotic lesions. A functional moiety can be attached to a targeting agent by a peptide linker that comprises a cleavage sites for such enzymes. According to certain embodiments of the invention the functional moiety is an antisense molecule, ribozyme, siRNA, or shRNA which may be targeted to any transcript present in blood vessel cell. In general, the antibodies and ligands of the invention that specifically bind to DEA polypeptides may be used as described in Allen, T., Nature Reviews Cancer, Vol. 2, pp. 750-765, 2002, and references therein.


According to certain embodiments of the invention the functional moiety is one that causes, either directly or indirectly, a change in the physiological (i.e., functional) and/or biochemical state of a cell with which it comes into contact. In general, a change in the physiological state of a cell will involve multiple biochemical changes. By “directly causing” is meant that the functional moiety either causes the change itself or by interacting with one or more cellular or extracellular constituents (e.g., nucleic acid, protein, lipid, carbohydrate, etc.) not introduced or induced by the hand of man. The category of direct causation includes instances in which the functional moiety initiates a “pathway”, e.g., in which the functional moiety interacts with one or more constituents, which causes a change in the interaction(s) of this constituent with other constituents, ultimately leading to the alteration in physiological or biochemical state of the cell. By “indirectly causing” is meant either (i) that the functional moiety itself does not cause the change but must be converted into an active form (e.g., by a cellular enzyme) in order to cause the change; or (ii) that the functional moiety itself does not cause the change but instead acts on a second agent that causes the change, which second agent is also introduced to or induced in the cell, its surface, or vicinity by the hand of man.


Various examples of changes in physiological or biological state include, but are not limited to, increases or decreases in gene expression (e.g., increases or decreases in transcription, translation, and/or mRNA or protein turnover), alterations in subcellular localization or secretion of a cellular constituent, alteration in cell viability or growth rate, alteration in differentiation state, etc. According to certain embodiments of the invention the functional moiety is a growth stimulatory or inhibitory agent. For example, the functional moiety may comprise or encode a growth factor, a growth factor receptor, or an agonist or antagonist of a growth factor receptor, wherein the growth factor, growth factor receptor, growth factor receptor agonist, or growth factor receptor antagonist stimulates or inhibits growth or division of blood vessel cells.


According to certain embodiments of the invention the functional moiety is a nucleic acid, which may serve as a template for a transcript to be expressed in the cell. The transcript may encode a polypeptide to be expressed within the cell or may act as a ribozyme, antisense molecule, siRNA, shRNA, any of which may reduce or inhibit expression of a target transcript, e.g., by cleaving the transcript (in the case of ribozymes), causing degradation of the transcript, and/or inhibiting its translation. It will be appreciated that the effect of a ribozyme, antisense molecule, siRNA, or shRNA will depend, in general, upon the particular target transcript.


The invention further provides a variety of delivery vehicles targeted to vascular tissue. The delivery vehicles comprise a targeting agent, e.g., a DEA antibody or DEA ligand, that specifically binds to a DEA polypeptide. In certain embodiments of the invention the targeting agent specifically binds to a DEA polypeptide that is overexpressed in atherosclerotic lesions. In general, delivery vehicles are employed to improve the ability of a functional moiety, e.g., a diagnostic or therapeutic agent, to achieve its desired effect at or on a cell, tissue, organ, subject, etc., e.g., by increasing the likelihood that the agent will reach its intended site of activity. By “delivery vehicle” is meant a natural or artificial substance that is physically associated with an agent such as a diagnostic or therapeutic agent and provides one or more of the following functions among others: (1) conveys the agent within the body; (2) facilitates the binding to and/or uptake of the agent by cells, tissues, organs, etc.; (3) increases stability of the agent, e.g., increases half-life of the agent in the body; (4) changes other pharmacokinetic properties of the agent from what they would have been in the absence of the delivery vehicle.


The agent may be associated with the delivery vehicle in any of a number of ways. For example, the agent may be bonded to the delivery vehicle (e.g., via covalent or noncovalent bonds). In certain embodiments of the invention the agent is physically associated with a delivery vehicle by a nonspecific interaction mechanism. A “nonspecific interaction mechanism” is a physical interaction in which one or more entities is entrapped, embedded, enclosed, or encapsulated within another entity, or entangled with another entity, or dissolved in another entity, or dispersed in another entity, or impregnated with another entity, or adsorbed to another entity, so as to maintain a physical association therebetween. By “dispersed within” is meant that individual molecules of the agent are intermingled with molecules comprising the material from which the delivery vehicle is made as opposed to existing in discrete clusters. Discrete clusters of the agent may be dispersed within the delivery vehicle.


According to the invention a DEA targeting agent is incorporated in and/or linked to the delivery vehicle for targeting to an atherosclerotic lesion or blood vessel site that is at risk of developing an atherosclerotic lesion. Typically at least the portion of the targeting agent that binds to the DEA polypeptide is present at the surface of the delivery vehicle so that it can interact with the DEA polypeptide, while the molecule to be delivered is typically inside. Such targeted delivery vehicles may be used for the delivery of a wide variety of agents to atherosclerotic lesions or blood vessel sites at risk of developing an atherosclerotic lesion.


In certain embodiments of the invention a targeting agent of the invention is conjugated to a microparticle, a nanoparticle, liposome, or other lipid-containing agent that can serve as a carrier. In other embodiments the targeting agent is physically associated with a microparticle, nanoparticle, liposome, or other lipid-containing agent by a nonspecific interaction mechanism. The microparticles, nanoparticles, liposomes, or other lipid-containing agents can incorporate functional moieties such as therapeutic agents or diagnostic agents (e.g., agents useful for imaging) and are used as delivery vehicles for such moieties. The term “microparticle” as used herein is intended to encompass any particulate bead, sphere, particle, capsule, or carrier, which can be biodegradable or nonbiodegradable, comprised of naturally-occurring or synthetic, organic or inorganic materials, that is substantially nontoxic when administered to a subject. The microparticle optionally comprises a coating layer, which is optionally biodegradable. In some embodiments of the invention the microparticle is impregnated with or encapsulates a therapeutic agent. Alternately, a therapeutic agent is coated on the surface of the microparticle, or a coating of the microparticle is impregnated with a therapeutic agent. In some embodiments a therapeutic agent is attached to the microparticle either directly or by a linker. The therapeutic agent diffuses out of the microparticle or coating layer and/or is released as the microparticle, coating layer, or both, degrades in the body and/or is released by cleavage of the linking moiety.


The targeted microparticles of the invention can be any particulate bead, sphere, particle, capsule, or carrier having a diameter of about 10 nm to about 500 microns in the case of particles that are approximately spherical. Generally, a microparticle has a diameter of 500 microns or less, e.g., between 50 and 500 microns, between 20 and 50 microns, between 1 and 20 microns, between 1 and 10 microns, and a nanoparticle will have a diameter of less than 1 micron. A microparticle having a diameter less than approximately 1000 nm is considered to be a nanoparticle. In certain embodiments the microparticles are nanoparticles having a diameter of less than approximately 500 nm, e.g. between approximately 100-200 nm, approximately 100 nm, etc. One of ordinary skill in the art will appreciate that the microparticle need not be spherical but can assume any of a number of regular or irregular shapes, in which case the relevant dimension will be the longest dimension of any cross-section of the particle.


The targeted microparticles of the invention can comprise, for example, polystyrene, cellulose, silica, and various polysaccharides including dextran, agarose, cellulose and modified, crosslinked and derivatized embodiments thereof. Alternately, microparticles of the invention can be formed from a wide variety of additional polymers including, but not limited to, polymers mentioned above. Specific biocompatible, biodegradable polymers include, for example, poly(lactides), poly(glycolides), poly(lactide-co-glycolides), poly(lactic acid)s, poly(glycolic acid)s, poly(lactic acid-co-glycolic acid)s, polycaprolactone, polycarbonates, polyesteramides, polyanhydrides, poly(amino acids), polyorthoesters, polyacetals, polycyanoacrylates, polyetheresters, poly(dioxanone)s, poly(alkylene alkylates), copolymers of polyethylene glycol and polyorthoesters, biodegradable polyurethanes, blends and copolymers of the foregoing polymers. A specific example is an N-(2-hydroxypropyl)methacrylamide copolymer (HPMA). Natural polymers such as albumin, gelatin, chitosan, alginate, collagen or mixtures thereof can also be used. In a preferred embodiment the nanoparticles comprise chitosan or a poly(lactide-co-glycolide (PLGA). Derivatized microparticles are available commercially and include microparticles derivatized with carboxyalkyl groups such as carboxymethyl, phosphoryl and substituted phosphoryl groups, sulfate, sulfhydryl and sulfonyl groups, and amino and substituted amino groups. Methods for making microparticles and nanoparticles, and for encapsulating therapeutic agents therein, or otherwise physically associating an agent with a microparticle, are known in the art and include spray drying, spray-freeze drying, phase separation, single or double emulsion solvent evaporation, solvent extraction, and simple and complex coacervation. Diagnostic or therapeutic agents can be loaded into microparticles during their formation or afterwards. In general, the methods described above for producing a conjugate comprising a targeting agent and a functional moiety are also of use for attaching a targeting agent to a delivery agent.


Liposomes employed in the present invention can be prepared using any one of a variety of conventional liposome preparatory techniques. As will be readily apparent to those skilled in the art, such conventional techniques include sonication, chelate dialysis, homogenization, solvent infusion coupled with extrusion, freeze-thaw extrusion, microemulsification, as well as others. These techniques, as well as others, are discussed, for example, in U.S. Pat. No. 4,728,578, U.K. Patent Application G.B. 2193095 A, U.S. Pat. Nos. 4,533,254; 4,728,575; 4,737,323; 4,753,788 and 4,935,171. See also Gregoriades, G. (ed.), Liposome Technology, vol. 1-3, CRC, Boca Raton, 1984; Gregoriades, G. (ed.), Liposomes as Drug Carriers, John Wiley & Sons, Chichester, 1988, 1984; Lasic, D. D., Liposomes: From Physics to Applications, Elsevier, Amsterdam, 1993; Martin, F. & Lasic, D. (eds.) Stealth Liposomes, CRC, Boca Raton, 1995; Woodle, M. C & Storm, G. (eds.), Long Circulating Liposomes. Old Drugs, New Therapeutics, Springer, Berlin, 1997; Torchilin, V. P. & Weissig, V. (eds.), Liposomes. Practical Approach, Oxford University Press, Oxford, 2003. In certain embodiments of the invention a reagent used to crosslink a liposome or other lipid-containing agent to a biomolecule such as a DEA antibody or a small molecule comprises a phospholipid derivative to anchor one end of the crosslink in the lipid layer and a reactive group at the other end to provide a point of attachment to the target biomolecule. In certain embodiments of the invention a polymerized liposome is used. In certain embodiments the liposome is coated with a polymer. For example, the liposome may have polyethylene glycol (PEG) or a similar polypeptide attached to or coated on its surface. Such polymers may stabilize the liposome, reduce its clearance from the body, and/or reduce its immunogenicity. The liposome may be loaded with a functional moiety such as a diagnostic or therapeutic agent either during or after its formation. The agent may be contained in an aqueuous core of the liposome or can be incorporated into or attached to its surrounding membrane.


It will be appreciated that a delivery vehicle of the invention can comprise multiple either identical or different DEA targeting agents and can comprise multiple either identical or different functional moieties.


The invention further provides a targeting agent, e.g., an antibody or ligand that specifically binds to a DEA polypeptide, conjugated to a support. The support can be, for example, a nanosphere, microsphere, or bead such as those described above but could alternatively be a nonparticulate support. The support can be made out of any of a variety of materials including, but not limited to, agarose, polyacrylamide, nylon, dextran, polyethylene glycol, polysaccharides such as PLA, PLGA or chitosan, other polymers, etc. A support comprising an agent that specifically binds to a DEA polypeptide can be used, e.g., for detecting the DEA polypeptide either in vitro (e.g., in isolated cells, in a cell lysate, etc.) or in vivo. Such supports can also be used for isolating, and/or purifying a DEA polypeptide.


V. Reagents and Methods for Detection and Imaging of Vascular Tissue


As described above, the invention provides a conjugate comprising a targeting agent linked to a functional moiety, wherein the targeting agent specifically binds to a DEA polypeptide. The invention further provides a delivery vehicle comprising a functional moiety and a targeting agent that specifically binds to a DEA polypeptide. According to certain embodiments of the invention the functional moiety is a readily detectable moiety. In general, a readily detectable moiety has a property such as fluorescence, chemiluminescence, radioactivity, color, magnetic or paramagnetic properties, etc., which property renders it detectable by instruments that detect fluorescence, chemiluminescence, radioactivity, color, or magnetic resonance, etc. Alternately, a readily detectable moiety may comprise or encode an enzyme that acts on a substrate to produce a readily detectable compound. According to certain embodiments of the invention the readily detectable moiety is one that, when present at a target site subsequent to administration of the inventive composition to a subject, can be detected from outside the body. In certain preferred embodiments of the invention the readily detectable moiety can be detected non-invasively.


A variety of different detectable moieties suitable for imaging (e.g., moieties suitable for detection by X-ray, fluoroscopy, computed tomography, magnetic resonance imaging, positron emission tomography, gamma tomography, electron spin resonance imaging, optical or fluorescence microscopy, etc.) can be used. Such agents are referred to herein as “imaging agents”. Imaging agents include, but are not limited to, radioactive, paramagnetic, or supraparamagnetic atoms (or molecules containing them). Suitable radioactive atoms include technetium-99m, thallium-211, iodine-133; atoms with magnetic moments such as iodine-123, iodine-131, indium-111, fluorine-19, carbon-13, nitrogen-15, oxygen-17, gadolinium, manganese, or iron. Other suitable atoms include rhenium-186 and rhenium-188. Useful paramagnetic ions include chromium (III), manganese (II), iron (III), iron (II), cobalt (II), nickel (II), copper (II), neodymium (III), samarium (III), ytterbium (III), gadolinium (III), vanadium (II), terbium (III), dysprosium (III), holmium (III), europium, and erbium (III), with gadolinium being particularly preferred. Gd-chelates, e.g., DTPA chelates, may be used. For example, the water soluble Gd(DTPA)2-chelate, is one of the most widely used contrast enhancement agents in experimental and clinical imaging research. The DTPA chelating ligand may be modified, e.g., by appending one or more functional groups preferably to the ethylene diamine backbone. Another agent of use is Gadlfluorine M (Schering AG), which is a lipophilic, macrocyclic water-soluble gadolinium chelate complex (Aguinaldo, J. G. S., et al, Mol. Imaging, 2: 282, 2003). Ions useful in other contexts, such as X-ray imaging, include but are not limited to lanthanum (III), gold (III), lead (II), and bismuth (III). Additional moieties useful for imaging include gallium-67, copper-67, yttrium-90, and astatine-211. Moieties useful for optical or fluorescent detection include fluorescein and rhodamine and their derivatives. Agents that induce both optical contrast and photosensitivity include derivatives of the phorphyrins, anthraquinones, anthrapyrazoles, perylenequinones, xanthenes, cyanines, acridines, phenoxazines and phenothiazines (Diwu, Z. J. and Lown, J. W., Pharmacology and Theraeutics 63: 1-35, 1994; Grossweiner, L. I., American Chemical Society Symposium Series 559: 255-265, 1994).


Appropriate imaging procedures include, but are not limited to, X-ray, fluoroscopy, computed tomography, magnetic resonance imaging, positron emission tomography and variants thereof such as SPECT or CT-PET, gamma tomography, electron spin resonance imaging, ultrasound imaging, optical or fluorescence microscopy, etc. Further information regarding methods and applications of molecular imaging in contexts including basic research, diagnosis, therapeutic monitoring, drug development, etc., may be found in articles appearing in the Journal of Cellular Biochemistry, Volume 87, Issue S39 (Supplement), 2002. See also Choudhury, R. P., et al., Nature Reviews Drug Discovery, 3: 913-925, 2004, for a review. See also the references listed in that article, all of which are incorporated herein by reference.


The readily detectable moiety may be linked to the DEA targeting agent using various methods as described above or may be associated with a DEA-targeted delivery vehicle. See, e.g., U.S. Pat. Nos. 5,021,236 and 4,472,509, for various diagnostic agents known in the art to be useful for imaging purposes and methods for their attachment to antibodies. See also discussion above describing coupling of antibodies and ligands of the invention with functional moieties. It is noted that many of the detectable moieties mentioned herein may also be useful for therapeutic applications.


Accordingly, the invention provides a method of imaging vascular tissue in a sample or subject, comprising steps of: (i) administering to the sample or subject an effective amount of a targeting agent that specifically binds to a DEA polypeptide, wherein the targeting agent is linked to a functional moiety that enhances detectability of vascular system cells by an imaging procedure; and (ii) subjecting the sample or subject to the imaging procedure. The targeting agent may be, for example, an antibody or ligand that specifically binds to the DEA polypeptide. The invention also provides a method of imaging vascular tissue in a sample or subject, comprising steps of: (i) administering to the sample or subject an effective amount of a delivery vehicle comprising a targeting agent that specifically binds to a DEA polypeptide and also comprising a functional moiety that enhances detectability of vascular system cells by an imaging procedure; and (ii) subjecting the sample or subject to the imaging procedure. The targeting agent may be, for example, an antibody or ligand that specifically binds to the DEA polypeptide. Exemplary delivery vehicles include liposomes with amphipathic chelates embedded in the outer membrane (Sipkins, D A, et al., Nature Med., 623-626, 1998), perfluorocarbon emulsions (Yu, et al, Magn. Reson. Med, 44: 867-872, 2000), etc.


The methods are useful for imaging vascular tissue for any of a wide variety of purposes. In general, the level of expression of the DEA polypeptide will be reflected in a characteristic of the image such as intensity. The level of expression can be useful in diagnosing disease (e.g., atherosclerosis and related conditions), assessing disease severity, and/or monitoring the course of the disease or response to treatment. Thus in certain embodiments the method is a method of detecting an atherosclerotic lesion. In certain embodiments the method is a method of providing diagnostic or prognostic information related to atherosclerosis or a disease or condition associated with atherosclerosis.


In the case of certain of the DEA genes identified herein, this work provides the first evidence that these genes are expressed in atheroscelerotic lesions. Imaging the expression of these genes will be useful for purposes unrelated to assessing risk or severity of atherosclerosis, response to treatment for atherosclerosis, etc. For example, the fact that certain of these genes are expressed, e.g., overexpressed, in atherosclerotic lesions indicates that detecting their expression, e.g., by means of imaging, will allow visualization of atherosclerotic lesions for purposes such as assessing the severity or extent of atherosclerosis, evaluating the response to therapy, determining when an intervention such as angioplasty, stent placement, atherectomy, or cardiac revascularization is warranted, etc.


It is noted that the invention includes embodiments in which the DEA polypeptide whose expression is detected is overexpressed in atherosclerotic lesions relative to its expression in nonlesion vascular tissue and also includes embodiments in which the DEA polypeptide whose expression is detected is underexpressed in atherosclerotic lesions relative to its expression in nonlesion vascular tissue. In the former case, detection of the polypeptide, particularly at high levels, is indicative of and/or correlates positively with, the extent and/or severity of an atherosclerotic lesion, while absence of or low level expression of the polypeptide is indicative of and/or correlates positively with the lack of an atherosclerotic lesion, i.e., the presence of normal vascular tissue. In the latter case, detection of the polypeptide is indicative of and/or correlates positively with the presence of normal vascular tissue, while absence of or low level expression of the polypeptide correlates with, i.e., is indicative of and/or correlates positively with the presence of an atherosclerotic lesion. In one embodiment the DEA polypeptide that is detected is encoded by the oxidized LDL receptor 1 gene (corresponding to accession number AA682386).


VI. Reagents and Methods for Modulating Expression and/or Activity of DEA Polynucleotides and Polypeptides


Since the DEA genes are potential therapeutic targets for atherosclerosis and/or diseases or conditions associated with atherosclerosis, it is desirable to be able to modulate their expression and/or activity, both for therapeutic and other purposes. The invention therefore provides a variety of methods for altering expression and/or functional activity of a DEA gene, which are further described below. The invention encompasses methods for screening compounds for preventing or treating atherosclerosis or a disease or clinical condition associated with atherosclerosis by assaying the ability of the compounds to modulate the expression of the DEA genes disclosed herein or activity of the protein products of these genes. Appropriate screening methods include, but are not limited to, assays for identifying compounds and other substances that interact with (e.g., bind to) the target gene protein products.


A. Methods for Reducing Gene Expression


1. Antisense Nucleic Acids and Methods of Use


Antisense nucleic acids are generally single-stranded nucleic acids (DNA, RNA, modified DNA, modified RNA, or peptide nucleic acids) complementary to a portion of a target nucleic acid (e.g., an mRNA transcript) and therefore able to bind to the target to form a duplex. Typically they are oligonucleotides that range from 15 to 35 nucleotides in length but may range from 10 up to approximately 50 nucleotides in length. Binding typically reduces or inhibits the function of the target nucleic acid. For example, antisense oligonucleotides may block transcription when bound to genomic DNA, inhibit translation when bound to mRNA, and/or lead to degradation of the nucleic acid. Reduction in expression of a DEA polypeptide may be achieved by the administration of an antisense nucleic acid or peptide nucleic acid (PNA) comprising sequences complementary to those of the mRNA that encodes the polypeptide. Antisense technology and its applications are well known in the art and are described in Phillips, M. I. (ed.) Antisense Technology, Methods Enzymol., Volumes 313 and 314, Academic Press, San Diego, 2000, and references mentioned therein. See also Crooke, S. (ed.) “Antisense Drug Technology: Principles, Strategies, and Applications” (1st ed), Marcel Dekker; ISBN: 0824705661; 1st edition (2001) and references therein.


Peptide nucleic acids (PNA) are analogs of DNA in which the backbone is a pseudopeptide rather than a sugar. PNAs mimic the behavior of DNA and bind to complementary nucleic acid strands. The neutral backbone of a PNA can result in stronger binding and greater specificity than normally achieved using DNA or RNA. Binding typically reduces or inhibits the function of the target nucleic acid. Peptide nucleic acids and their use are described in Nielsen, P. E. and Egholm, M., (eds.) “Peptide Nucleic Acids: Protocols and Applications” (First Edition), Horizon Scientific Press, 1999.


According to various embodiments of the invention the antisense oligonucleotides have a variety of lengths. For example, they may comprise between 8 and 60 contiguous nucleotides complementary to a DEA mRNA, between 10 and 60 contiguous nucleotides complementary to a DEA mRNA, or between 12 and 60 contiguous nucleotides complementary to a DEA mRNA. According to certain embodiments of the invention a DEA antisense olignucleotide need not be perfectly complementary to the corresponding mRNA but may have up to 1 or 2 mismatches per 10 nucleotides when hybridized to the corresponding mRNA.


The invention further encompasses a method of inhibiting expression of a DEA polypeptide in a cell or a subject comprising delivering a DEA antisense oligonucleotide to the cell or subject or expressing such an antisense oligonucleotide within a cell or cells of the subject. In addition, the invention provides a method of treating a condition associated with atherosclerosis comprising steps of (i) providing a subject in need of treatment for atherosclerosis or a disease or condition associated with atherosclerosis; and (ii) administering a pharmaceutical composition comprising an effective amount of a DEA antisense oligonucleotide to the subject, thereby alleviating one or more symptoms of atherosclerosis in the subject.


2. DEA Ribozymes and Methods of Use


Ribozymes (catalytic RNA molecules that are capable of cleaving other RNA molecules) represent another approach to reducing gene expression. Such ribozymes can be designed to cleave specific mRNAs corresponding to a gene of interest. Their use is described in U.S. Pat. No. 5,972,621, and references therein. Extensive discussion of ribozyme technology and its uses is found in Rossi, J. J., and Duarte, L. C., Intracellular Ribozyme Applications Principles and Protocols, Horizon Scientific Press, 1999.


The invention provides a ribozyme designed to cleave a DEA mRNA. The invention further encompasses a method of inhibiting expression of a DEA polypeptide in a cell or subject comprising delivering a ribozyme designed to cleave a DEA mRNA to the cell or subject or expressing such a ribozyme within a cell or cells of the subject. In addition, the invention provides a method of treating a condition associated with atherosclerosis comprising steps of (i) providing a subject in need of treatment for a condition associated with atherosclerosis; and (ii) administering a pharmaceutical composition comprising an effective amount of a ribozyme designed to cleave DEA mRNA to the subject, thereby alleviating the condition.


3. Reagents for Reducing Expression by RNA Interference and Methods of Use


RNA interference (RNAi) is a mechanism of post-transcriptional gene silencing mediated by double-stranded RNA (dsRNA), which is distinct from the antisense and ribozyme-based approaches described above. dsRNA molecules are believed to direct sequence-specific degradation of mRNA that contain regions complementary to one strand (the antisense strand) of the dsRNA in cells of various types after first undergoing processing by an RNase III-like enzyme called DICER (Bernstein et al., Nature 409:363, 2001) into smaller dsRNA molecules. These molecules comprise two 21 nt strands, each of which has a 5′ phosphate group and a 3′ hydroxyl, and includes a 19 nt region precisely complementary with the other strand, so that there is a 19 nt duplex region flanked by 2 nt-3′ overhangs and are known as short interfering RNA (siRNA). An siRNA typically comprises a double-stranded region approximately 19 nucleotides in length with 1-2 nucleotide 3′ overhangs on each strand, resulting in a total length of between approximately 21 and 23 nucleotides. In mammalian cells, dsRNA longer than approximately 30 nucleotides typically induces nonspecific mRNA degradation via the interferon response. However, the presence of siRNA in mammalian cells, rather than inducing the interferon response, results in sequence-specific gene silencing.


RNAi can also be achieved using molecules referred to as short hairpin RNAs (shRNA), which are single RNA molecules comprising at least two complementary portions capable of self-hybridizing to form a duplex structure sufficiently long to mediate RNAi (typically at least 19 base pairs in length), and a loop, typically between approximately 1 and 10 nucleotides in length and more commonly between 4 and 8 nucleotides in length that connects the two nucleotides that form the last nucleotide pair at one end of the duplex structure. shRNAs are thought to be processed into siRNAs by the conserved cellular RNAi machinery. Thus shRNAs are precursors of siRNAs and are similarly capable of inhibiting expression of a target transcript.


siRNAs and shRNAs have been shown to downregulate gene expression when transferred into mammalian cells by such methods as transfection, electroporation, or microinjection, or when expressed in cells via any of a variety of plasmid-based approaches. RNA interference using siRNA and/or shRNA is reviewed in, e.g., Tuschl, T., Nat. Biotechnol., 20: 446-448, May 2002. See also Yu, J., et al., Proc. Natl. Acad. Sci., 99(9), 6047-6052 (2002); Sui, G., et al., Proc. Natl. Acad. Sci., 99(8), 5515-5520 (2002); Paddison, P., et al., Genes and Dev., 16, 948-958 (2002); Brummelkamp, T., et al., Science, 296, 550-553 (2002); Miyagashi, M. and Taira, K., Nat. Biotech., 20, 497-500 (2002); Paul, C., et al., Nat. Biotech., 20, 505-508 (2002). A number of variations in structure, length, number of mismatches, size of loop, identity of nucleotides in overhangs, etc., are consistent with effective RNAi-mediated gene silencing. For example, one or more mismatches between the target mRNA and the complementary portion of the siRNA or shRNA may still be compatible with effective silencing.


It is thought that intracellular processing (e.g., by DICER) of a variety of different precursors results in production of RNAs of various kinds that are capable of effectively mediating gene silencing. For example, in addition to the siRNA and shRNA structures described above, DICER can process ˜70 nucleotide hairpin precursors with imperfect duplex structures, i.e., duplexes that are interrupted by one or more mismatches, bulges, or inner loops within the stem of the hairpin into single-stranded RNAs called microRNAs (miRNA) that are believed to hybridize within the 3′ UTR of a target mRNA and repress translation. See, e.g., Lagos-Quintana, M. et al., Science, 294, 853-858, 2001; Pasquinelli, A., Trends in Genetics, 18(4), 171-173, 2002, and references in the foregoing two articles for discussion of miRNAs and their mechanisms of silencing.


Accordingly, the invention provides siRNA and shRNA that inhibit expression of an mRNA encoding any of the DEA polypeptides. The term “DEA RNAi agent” includes any siRNA or shRNA (or precursors thereof) that inhibits expression of a DEA mRNA transcript. An RNAi agent is considered to inhibit expression of a target transcript if the stability or translation of the target transcript is reduced in the presence of the siRNA as compared with its absence. Typically the antisense portion of an RNAi agent shows at least about 80%, preferably at least about 90%, more preferably at least about 91%, 92%, 93%, 94%, 95%, 96%, 97%, 98%, 99%, or 100% precise sequence complementarity with the target transcript for a stretch of at least about 17, more preferably at least about 18 or 19 to about 21-23 nucleotides.


The invention encompasses a method of inhibiting expression of a DEA gene in a cell or subject comprising delivering an siRNA or shRNA targeted to DEA mRNA to the cell or subject. In addition, the invention provides a method of treating a condition associated with atherosclerosis comprising steps of (i) providing a subject in need of treatment for atherosclerosis or a disease or condition associated with atherosclerosis; and (ii) administering a pharmaceutical composition comprising an effective amount of an siRNA or shRNA targeted to DEA mRNA to the subject, thereby alleviating the condition.


As mentioned above, siRNAs and shRNAs have been shown to effectively reduce gene expression when expressed intracellularly, e.g., by delivering vectors such as plasmids, viral vectors such as adenoviral, retroviral or lentiviral vectors, or viruses to cells. Such vectors, referred to herein as RNAi-inducing vectors, are vectors whose presence within a cell results in transcription of one or more RNAs that self-hybridize or hybridize to each other to form an shRNA or siRNA. In general, the vector comprises a nucleic acid operably linked to expression signal(s) so that one or more RNA molecules that hybridize or self-hybridize to form an siRNA or shRNA are transcribed when the vector is present within a cell. Thus the vector provides a template for intracellular synthesis of the RNA or RNAs or precursors thereof. The vector will thus contain a sequence or sequences whose transcription results in synthesis of two complementary RNA strands having the properties of siRNA strands described above, or a sequence whose transcription results in synthesis of a single RNA molecule containing two complementary portions separated by an intervening portion that forms a loop when the two complementary portions hybridize to one another.


Selection of appropriate siRNA and shRNA sequences can be performed according to guidelines well known in the art, e.g., taking factors such as desirable GC content into consideration. See, e.g., Ambion Technical Bulletion #506, available at the web site having URL www.ambion.com/techlib/tb/tb506.html. Following these guidelines approximately half of the selected siRNAs effectively silence the corresponding gene, indicating that by selecting about 5 siRNAs it will almost always be possible to identify an effective sequence. A number of computer programs that aid in the selection of effective siRNA/shRNA sequences are known in the art, which yield even higher percentages of effective siRNAs. See, e.g., Cui, W., et al., “OptiRNai, a Web-based Program to Select siRNA Sequences”, Proceedings of the IEEE Computer Society Conference on Bioinformatics, p. 433, 2003. Pre-designed siRNAs targeting over 95% of the mouse or human genome are commercially available, e.g, from Ambion and/or Cenix Biosciences. See web site having URL www.ambion.com/techlib/tn/104/5.html. As is known in the art, siRNAs and shRNAs can be delivered using a variety of delivery agents that increase their potency.


4. Synthesis, Delivery Methods and Modifications


Antisense nucleic acids, ribozymes, siRNAs, or shRNAs can be delivered to cells by standard techniques such as microinjection, electroporation, or transfection. Antisense nucleic acids, ribozymes, siRNAs, or shRNAs can be formulated as pharmaceutical compositions and delivered to a subject using a variety of approaches, as described further below. According to certain embodiments of the invention the delivery of antisense, ribozyme, siRNA, or shRNA molecules is accomplished via a gene therapy approach in which vectors (e.g., viral vectors such as retroviral, lentiviral, or adenoviral vectors, etc.) are delivered to a cell or subject, or cells directing expression of the molecules (e.g., cells into which a vector directing expression of the molecule has been introduced) are administered to the subject. Delivery methods are discussed further below.


It may advantageous to employ various nucleotide modifications and analogs to confer desirable properties on the antisense nucleic acid, ribozyme, siRNA, or shRNA. Numerous nucleotide analogs, nucleotide modifications, and modifications elsewhere in a nucleic acid chain are known in the art, and their effect on properties such as hybridization and nuclease resistance has been explored. For example, various modifications to the base, sugar and internucleoside linkage have been introduced into oligonucleotides at selected positions, and the resultant effect relative to the unmodified oligonucleotide compared. A number of modifications have been shown to alter one or more aspects of the oligonucleotide such as its ability to hybridize to a complementary nucleic acid, its stability, etc. For example, useful 2′-modifications include halo, alkoxy and allyloxy groups. U.S. Pat. Nos. 6,403,779; 6,399,754; 6,225,460; 6,127,533; 6,031,086; 6,005,087; 5,977,089, and references therein disclose a wide variety of nucleotide analogs and modifications that may be of use in the practice of the present invention. See also Crooke, S. (ed.), referenced above, and references therein. As will be appreciated by one of ordinary skill in the art, analogs and modifications may be tested using, e.g., the assays described herein or other appropriate assays, in order to select those that effectively reduce expression of the target nucleic acid. The analog or modification preferably results in a nucleic acid with increased absorbability (e.g., increased absorbability across a mucus layer, increased oral absorption, etc.), increased stability in the blood stream or within cells, increased ability to cross cell membranes, etc.


Antisense RNAs, ribozymes, siRNAs or shRNAs may be prepared by any method known in the art for the synthesis of nucleic acid molecules. These include techniques for chemical synthesis such as solid phase phosphoramidite chemical synthesis. In the case of siRNAs, the structure may be stabilized, for example by including nucleotide analogs at one or more free strand ends in order to reduce digestion, e.g., by exonucleases. This may also be accomplished by the use of deoxy residues at the ends, e.g., by employing dTdT overhangs at each 3′ end. Alternatively, antisense, ribozyme, siRNA or shRNA molecules may be generated by in vitro transcription of DNA sequences encoding the relevant molecule. Such DNA sequences may be incorporated into a wide variety of vectors with suitable RNA polymerase promoters such as T7, T3, or SP6.


Antisense, ribozyme, siRNA or shRNA molecules may be generated by intracellular synthesis of small RNA molecules, as described above, which may be followed by intracellular processing events. For example, intracellular transcription may be achieved by cloning templates into RNA polymerase III transcription units, e.g., under control of a U6 or H1 promoter. In one approach for intracellular synthesis of siRNA, sense and antisense strands are transcribed from individual promoters, which may be on the same construct. The promoters may be in opposite orientation so that they drive transcription from a single template, or they may direct synthesis from different templates. However, it may be preferable to express a single RNA molecule that self-hybridizes to form a hairpin RNA that is then cleaved by DICER within the cell.


The antisense, ribozyme, siRNA, or shRNA molecules of the invention may be introduced into cells by any of a variety of methods. For instance, antisense, ribozyme, siRNA, or shRNA molecules or vectors encoding them can be introduced into cells via conventional transformation or transfection techniques. As used herein, the terms “transformation” and “transfection” are intended to refer to a variety of art-recognized techniques for introducing foreign nucleic acid (e.g., DNA or RNA) into a host cell, including calcium phosphate or calcium chloride co-precipitation, DEAE-dextran-mediated transfection, lipofection, injection, or electroporation.


Vectors that direct in vivo synthesis of antisense, ribozyme, siRNA, or shRNA molecules constitutively or inducibly can be introduced into cell lines, cells, or tissues. In certain preferred embodiments of the invention, inventive vectors are gene therapy vectors (e.g., adenoviral vectors, adeno-associated viral vectors, retroviral or lentiviral vectors, or various nonviral gene therapy vectors) appropriate for the delivery of a construct directing transcription of an siRNA to mammalian cells, most preferably human cells.


Preferred siRNA, shRNA, antisense, or ribozyme compositions reduce the level of a target transcript and its encoded protein by at least 2-fold, preferably at least 4-fold, more preferably at least 10-fold or more. The ability of a candidate siRNA to reduce expression of the target transcript and/or its encoded protein may readily be tested using methods well known in the art including, but not limited to, Northern blots, RT-PCR, microarray analysis in the case of the transcript, and various immunological methods such as Western blot, ELISA, immunofluorescence, etc., in the case of the encoded protein. In addition, the potential of any siRNA, shRNA, antisense, or ribozyme composition for treatment of a particular condition or disease associated with atherosclerosis may also be tested in appropriate animal models or in human subjects, as is the case for all methods of treatment described herein. Appropriate animal models include mice, rats, rabbits, sheep, dogs, etc., with experimentally induced atherosclerosis.


5. Delivery of Nucleic Acids to a Subject


The various nucleic acids described above (e.g., nucleic acids encoding DEA polypeptides, fragments, and variants; antisense oligonucleotides complementary to DEA mRNA, ribozymes designed to cleave DEA mRNA, siRNA or shRNA targeted to DEA mRNA may be delivered to a subject using any of a variety of approaches, including those applicable to non-nucleic acid agents such as IV, intranasal, oral, etc. However, according to certain embodiments of the invention the nucleic acids are delivered via a gene therapy approach, in which a construct capable of directing expression of one or more of the inventive nucleic acids is delivered to cells or to the subject (ultimately to enter cells, where transcription may occur). Thus according to certain embodiments of the invention the vectors described above include gene therapy vectors appropriate for the delivery of a construct that directs expression of a DEA polypeptide, variant, fragment, etc., or a construct directing transcription of an antisense oligonucleotide complementary to a DEA mRNA, or a ribozyme designed to cleave DEA mRNA, or an siRNA or shRNA targeted to a DEA mRNA to mammalian cells, more preferably cells of a domestricated mammal, and most preferably human cells. A variety of gene therapy vectors are known in the art. Suitable gene therapy vectors include viral vectors such as adenoviral or adeno-associated viral vectors, retroviral vectors and lentiviral vectors. In certain instances lentiviruses may be preferred due, e.g., to their ability to infect nondividing cells. See, e.g., Mautino and Morgan, AIDS Individual Care STDS 2002 January; 16(1):11-26. See also Lois, C., et al., Science, 295: 868-872, Feb. 1, 2002, describing the FUGW lentiviral vector; Somia, N., et al. J. Virol. 74(9): 4420-4424, 2000; Miyoshi, H., et al., Science 283: 682-686, 1999; and U.S. Pat. No. 6,013,516.


A number of nonviral vectors and gene delivery systems exist, any of which may be used in the practice of the invention. For example, extrachromosomal DNA (e.g., plasmids) may be used as a gene therapy vector. See, e.g., Stoll, S. and Calor, M, “Extrachromosomal plasmid vectors for gene therapy”, Curr Opin Mol Ther, 4(4):299-305, 2002. According to one approach, the inclusion of appropriate genetic elements from various papovaviruses allows plasmids to be maintained as episomes within mammalian cells. Such plasmids are faithfully distributed to daughter cells. In particular, viral elements of various polyomaviruses and papillomaviruses such as BK virus (BKV), bovine papilloma virus 1 (BPV-1) and Epstein-Barr virus (EBV), among others, are useful in this regard. The invention therefore provides plasmids that direct expression of a DEA polypeptide, variant, fragment, etc., or a construct directing transcription of an antisense oligonucleotide complementary to a DEA mRNA, or a ribozyme designed to cleave DEA mRNA, or an siRNA targeted to a DEA mRNA to mammalian cells, preferably domesticated mammal cells, and most preferably human cells. According to certain embodiments of the invention the plasmids comprise a viral element sufficient for stable maintenance of the transfer plasmid as an episome within mammalian cells. Appropriate genetic elements and their use are described, for example, in Van Craenenbroeck, et al., Eur. J. Biochem. 267, 5665-5678 (2000) and references therein, all of which are incorporated herein by reference. Plasmids can be delivered as “naked DNA” or in conjunction with a variety of delivery vehicles.


Protein/DNA polyplexes represent an approach useful for delivery of nucleic acids to cells and subjects. These vectors may be used to deliver constructs directing transcription of the inventive nucleic acids (constructs that direct transcription of DEA polypeptides, fragments, or variants, antisense molecules, ribozymes, or siRNAs) or may be used to deliver the nucleic acids themselves. Thus their use is not limited to gene therapy. See, e.g., Cristiano, R., Surg. Oncol. Clin. N. Am., II (3), 697-715, 2002. Cationic polymers and liposomes may also be used for these purposes. See, e.g., Merdan, T., et al., “Prospects for cationic polymers in gene and oligonucleotide therapy against cancer”, Adv Drug Deliv Res, 54(5), 715-58, 2002; Liu, F. and Huang, L., “Development of non-viral vectors for systemic gene delivery”, J. Control. Release, 78(1-3):259-66, 2002; Maurer, N., et al., “Developments in liposomal drug delivery systems”, Expert Opin Biol Ther, 1(2), 201-26, 2001; and Li, S. and Ma, Z., “Nonviral gene therapy”, Curr Gene Ther, 1(2), 201-26, 2001. See Rasmussen, H., Curr Opin Mol. Ther, 4(5), 476-81, 2002 for a review of angiogenic gene therapy strategies for the treatment of cardiovascular disease. Numerous reagents and methods for gene therapy are described in Philips, I., (ed.), Methods in Enzymology, Vol. 346: Gene Therapy Methods, Academic Press, 2002.


Any of the nucleic acid delivery vehicles (or nucleic acids themselves) can be targeted for delivery to specific cells, tissues, etc. In particular, they can be targeted to cardiac cells using antibodies or ligands that specifically bind to a DEA polypeptide as discussed further below. Nucleic acids can be directly conjugated to such antibodies or ligands, which then deliver the nucleic acids to cardiac cells.


Gene therapy protocols may involve administering an effective amount of a gene therapy vector comprising a nucleic acid capable of directing expression of a DEA polynucleotide, variant, or fragment, DEA antisense nucleic acid, or a ribozyme or siRNA targeted to a DEA mRNA to a subject. Another approach that may be used alternatively or in combination with the foregoing is to isolate a population of cells, e.g., stem cells or immune system cells from a subject, optionally expand the cells in tissue culture, and administer a gene therapy vector to the cells in vitro. The cells may then be returned to the subject. Optionally, cells expressing the desired polynucleotide, siRNA, etc., can be selected in vitro prior to introducing them into the subject. In some embodiments of the invention a population of cells, which may be cells from a cell line or from an individual who is not the subject, can be used. Methods of isolating stem cells, immune system cells, etc., from a subject and returning them to the subject are well known in the art. Such methods are used, e.g., for bone marrow transplant, peripheral blood stem cell transplant, etc., in individuals undergoing chemotherapy.


In yet another approach, oral gene therapy may be used. For example, U.S. Pat. No. 6,248,720 describes methods and compositions whereby genes under the control of promoters are protectively contained in microparticles and delivered to cells in operative form, thereby achieving noninvasive gene delivery. Following oral administration of the microparticles, the genes are taken up into the epithelial cells, including absorptive intestinal epithelial cells, taken up into gut associated lymphoid tissue, and even transported to cells remote from the mucosal epithelium. As described therein, the microparticles can deliver the genes to sites remote from the mucosal epithelium, i.e. can cross the epithelial barrier and enter into general circulation, thereby transfecting cells at other locations.


B. Methods for Increasing Gene Expression


Additional methods for identifying compounds capable of modulating gene expression are described, for example, in U.S. Pat. No. 5,976,793. These methods may be either to identify compounds that increase gene expression or to identify compounds that decrease gene expression. The screening methods described therein are particularly appropriate for identifying compounds that do not naturally occur within cells and that modulate the expression of genes of interest whose expression is associated with a defined physiological or pathological effect within a multicellular organism. Additional methods for identifying agents that increase expression of genes are found in Ho, S., et al., Nature, 382, pp. 822-826, 1996, which describes homodimeric and heterodimeric synthetic ligands that allow ligand-dependent association and disassociation of a transcriptional activation domain with a target promoter to increase expression of an operatively linked gene.


Expression can also be increased by introducing additional copies of a coding sequence into a cell of interest, i.e., by introducing a nucleic acid comprising the coding sequence into the cell. Preferably the coding sequence is operably linked to regulatory signals such as promoters, enhancers, etc., that direct expression of the coding sequence in the cell. The nucleic acid may comprise a complete DEA gene, or a portion thereof, preferably containing the coding region of the gene. The nucleic acid may be introduced into cells grown in culture or cells in a subject using any suitable method, e.g., any of those described above.


C. Identifying Agents that Modulate Expression of a DEA Gene


Agents such as antisense molecules, siRNAs, shRNAs, ribozymes, other nucleic acids, peptides or polypeptides, small molecules, etc., can be tested to determine whether they modulate the expression of a DEA gene. The invention provides a method for identifying an agent that modulates expression of a DEA polynucleotide or polypeptide comprising steps of: (i) providing a sample comprising cells that express a DEA polynucleotide or polypeptide; (ii) contacting the cells with a candidate agent; (iii) determining whether the level of expression of the polynucleotide or polypeptide in the presence of the compound is increased or decreased relative to the level of expression or activity of the polynucleotide or polypeptide in the absence of the compound; and (iv) identifying the compound as a modulator of the DEA polynucleotide or polypeptide if the level of expression or activity of the DEA polynucleotide or polypeptide is higher or lower in the presence of the compound relative to its level of expression or activity in the absence of the compound.


Expression of a DEA polynucleotide or polypeptide can be measured using a variety of methods well known in the art in order to determine whether any candidate agent increases or decreases expression (or for other purposes). In general, any measurement technique capable of determining RNA or protein presence or abundance may be used for these purposes. For RNA such techniques include, but are not limited to, microarray analysis (For information relating to microarrays and also RNA amplification and labeling techniques, which may also be used in conjunction with other methods for RNA detection, see, e.g., Lipshutz, R., et al., Nat Genet., 21(1 Suppl):20-4, 1999; Kricka L., Ann. Clin. Biochem., 39(2), pp. 114-129; Schweitzer, B. and Kingsmore, S., Curr Opin Biotechnol 2001 February; 12(1):21-7; Vineet, G., et al., Nucleic Acids Research, 2003, Vol. 31, No. 4; Cheung, V., et al., Nature Genetics Supplement, 21:15-19, 1999; Methods Enzymol, 303:179-205, 1999; Methods Enzymol, 306: 3-18, 1999; M. Schena (ed.), DNA Microarrays: A Practical Approach, Oxford University Press, Oxford, UK, 1999. See als U.S. Pat. Nos. 5,242,974; 5,384,261; 5,405,783; 5,412,087; 5,424,186; 5,429,807; 5,436,327; 5,445,934; 5,472,672; 5,527,681; 5,529,756; 5,545,531; 5,554,501; 5,556,752; 5,561,071; 5,599,695; 5,624,711; 5,639,603; 5,658,734; 6,235,483; WO 93/17126; WO 95/11995; WO 95/35505; EP 742 287; EP 799 897; 5,514,545; 5,545,522; 5,716,785; 5,932,451; 6,132,997; 6,235,483; US Patent Application Publication 20020110827).


Other methods for detecting expression of DEA polynucleotides include Northern blots, RNAse protection assays, reverse transcription (RT)-PCR assays, real time RT-PCR (e.g., Taqman™ assay, Applied Biosystems), SAGE (Velculescu et al. Science, vol. 270, pp. 484-487, October 1995), Invader® technology (Third Wave Technologies), etc. See, e.g., E is, P. S. et al., Nat. Biotechnol. 19:673 (2001); Berggren, W. T. et al., Anal. Chem. 74:1745 (2002), etc. Methods for detecting DEA polypeptides include, but are not limited to, immunoblots (Western blots), immunofluorescence, flow cytometry (e.g., using appropriate antibodies), mass spectrometry, and protein microarrays (Elia, G., Trends Biotechnol, 20(12 Suppl):S19-22, 2002, and reference therein).


D. Reagents and Methods for Modulating Functional Expression or Activity of a DEA Polypeptide


As discussed above, the invention provides methods for identifying ligands that modulate (e.g., increase or decrease) activity of a DEA polypeptide and methods for identifying agents that modulate expression of a DEA polynucleotide or polypeptide. More generally, the invention also provides a method for identifying an agent that modulates expression or activity of a DEA polynucleotide or polypeptide comprising steps of: (i) providing a sample comprising a DEA polynucleotide or polypeptide; (ii) contacting the sample with a candidate compound; (iii) determining whether the level of expression or activity of the polynucleotide or polypeptide in the presence of the compound is increased or decreased relative to the level of expression or activity of the polynucleotide or polypeptide in the absence of the compound; and (iv) identifying the compound as a modulator of the expression or activity of the DEA polynucleotide or polypeptide if the level of expression or activity of the DEA polynucleotide or polypeptide is higher or lower in the presence of the compound relative to its level of expression or activity in the absence of the compound. In certain embodiments of the method the sample comprises cells that express the DEA polypeptide. The agents to be screened include any of those discussed above. Agents identified according to the above methods may be further tested in subjects, e.g., humans or other animals. The subject may be normal or may be suffering from or at risk of atherosclerosis of a condition or disease associated with atherosclerosis. The test may involve determining whether administration of the agent reduces or alleviates one or more symptoms or signs of atherosclerosis or improves a prognostic variable such as exercise capacity.


The invention further provides a method for identifying an agent that modulates expression or activity of a DEA polynucleotide or polypeptide comprising steps of: (i) providing a sample comprising a DEA polynucleotide or polypeptide; (ii) contacting the sample with a candidate compound; (iii) determining whether the level of expression or activity of the polynucleotide or polypeptide in the presence of the compound is increased or decreased relative to the level of expression or activity of the polynucleotide or polypeptide in the absence of the compound; and (iv) identifying the compound as a modulator of the expression or activity of the DEA polynucleotide or polypeptide if the level of expression or activity of the DEA polynucleotide or polypeptide is higher or lower in the presence of the compound relative to its level of expression or activity in the absence of the compound. The method may further include the step of identifying the agent as being useful for treatment and/or prevention of atherosclerosis.


The invention also provides a method for identifying a therapeutic agent for the treatment and/or prevention of atherosclerosis or a disease or condition associated with atherosclerosis comprising the step of: identifying an agonist or antagonist of a polynucleotide or polypeptide encoded by a DEA gene. The agonist or antagonist is identified according to any appropriate screening assay. One of ordinary skill in the art will be able to select an appropriate screening assay taking into consideration any available information about the biochemical and/or functional activity of the product encoded by the DEA gene.


VII. Diagnostic Applications


Genes identified as upregulated or downregulated in atherosclerosis serve as diagnostic targets. The invention therefore provides a method for providing diagnostic or prognostic information related to atherosclerosis or to a disease or condition associated with atherosclerosis comprising steps of: (i) providing a subject in need of diagnostic or prognostic information related to atherosclerosis or to a disease or condition associated with atherosclerosis; and (ii) determining the level of expression or activity of a DEA polynucleotide or polypeptide in the subject or in a biological sample obtained from the subject. The method may further comprise the step of (iii) comparing the determined level of expression or activity with known level(s) determined previously in the subject or in normal subjects or in subjects with atherosclerosis, or in a biological sample obtained from the subject or from normal subjects or from subjects with atherosclerosis. The determined level of expression or activity can be correlated with values that have been associated with particular diagnostic categories (e.g., American Heart Association Classification of atherosclerosis), disease outcomes, likelihood of responding positively to particular treatments, time to progression to a more severe state, etc. The information can be provided to the subject and/or used to guide therapeutic decisions, e.g., the advisability of initiating or terminating various therapies, etc. By “normal subject” is meant a subject not suffering from atherosclerosis or from a disease or clinical condition associated with atherosclerosis as determined using a classification method accepted in the art. The classification method may be based on clinical criteria, laboratory criteria, qualitative and/or quantitative tests including imaging tests, etc.


According to certain embodiments of the invention, a level of expression or activity of a DEA polynucleotide or polypeptide that is higher than would be expected in a normal subject or in a biological sample obtained from a normal subject, indicates an increased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of expression or activity of a DEA polynucleotide or polypeptide that is higher in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become more severe and/or that the subject has not responded to therapy. According to certain embodiments of the invention the level of expression of a DEA polynucleotide or polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a higher level, e.g., relative to normal being indicative of greater severity.


According to certain embodiments of the invention, a level of expression or activity of a DEA polynucleotide or polypeptide that is lower than would be expected in a subject with atherosclerosis or in a biological sample obtained from a subject with atherosclerosis, indicates a decreased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of expression or activity of a DEA polynucleotide or polypeptide that is lower in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become less severe and/or that the subject has responded to therapy. According to certain embodiments of the invention the level of expression of a DEA polynucleotide or polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a lower level, e.g., relative to that typically found in atherosclerosis, being indicative of lower severity.


According to certain embodiments of the invention, a level of expression or activity of a DEA polynucleotide or polypeptide that is lower than would be expected in a normal subject or in a biological sample obtained from a normal subject, indicates an increased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of expression or activity of a DEA polynucleotide or polypeptide that is lower in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become more severe and/or that the subject has not responded to therapy. According to certain embodiments of the invention the level of expression of a DEA polynucleotide or polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a lower level, e.g., relative to normal being indicative of greater severity.


According to certain embodiments of the invention, a level of expression or activity of a DEA polynucleotide or polypeptide that is higher than would be expected in a subject with atherosclerosis or in a biological sample obtained from a subject with atherosclerosis, indicates a decreased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of expression or activity of a DEA polynucleotide or polypeptide that is higher in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become less severe and/or that the subject has responded to therapy. According to certain embodiments of the invention the level of expression of a DEA polynucleotide or polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a higher level, e.g., relative to that found in subjects with atherosclerosis, being indicative of lesser severity.


In any of the foregoing methods the level of expression of an expression product (e.g., an RNA transcribed from a gene or a polypeptide encoded by such an RNA) can be determined according to standard methods, some of which are described elsewhere herein. For example, a sample of cardiac tissue (cardiac biopsy) can be obtained. Such biopsies are routinely performed, e.g., to assess rejection following cardiac transplant. Endocardial or myocardial biopsies can be done using a catheter inserted into the heart via the jugular vein. RNA can be detected using in situ hybridization or extracted and measured, optionally being amplified prior to measurement. RT-PCR can be used. Protein expression can be measured using various immunological techniques including immunohistochemistry, immunoblot, immunoassays such as ELISA assays, etc.


Rather than determining the level of expression of a polynucleotide or polypeptide, in certain embodiments of the invention the functional activity of the polypeptide is measured. For example, in the case of a kinase, kinase activity can be measured. Methods for doing so are well known in the art and can utilize either endogenous substrates or synthetic substrates, e.g., substrates containing consensus sequences for phosphorylation for either serine/threonine or tyrosine kinases. Activity of other polypeptides having known biological and/or enzymatic activities can be measured using any of a variety of methods known in the art, as appropriate for the particular activity.


Instead of determining the expression level or activity of a polynucleotide or polypeptide in a sample obtained from a subject, the expression level can be measured using imaging as described above. Activity can also be measured using imaging techniques, e.g., by targeting a substrate for an enzymatic reaction catalyzed by the polypeptide to cardiac cells and monitoring conversion of the substrate into product by performing sequential imaging. Labeled substrates can be used to facilitate such monitoring. Methods for performing functional imaging, either invasively or noninvasively, are known in the art.


In the case of certain diagnostic targets, the polypeptide encoded by the gene is secreted from cells and circulates in the bloodstream. In such cases the level of expression or activity of the gene product can be measured in a blood or serum sample obtained from the subject. Polypeptides that are secreted by cells typically include a signal sequence that directs their secretion. In addition, certain of the gene products encode receptors. The invention also provides diagnostic methods based on the measurement of levels of endogenous ligands for these receptors. According to certain embodiments of the invention the level of an endogenous ligand for a DEA polypeptide is measured instead of or in addition to the level of expression or activity of the corresponding DEA polypeptide. wherein the level of the ligand correlates with disease severity in atherosclerosis. The level of the ligand can be measured using any suitable method, e.g., radioimmunoassay, ELISA, functional assays, etc.


Thus the invention provides a method for providing diagnostic or prognostic information related to atherosclerosis or to a disease or condition associated with atherosclerosis comprising steps of: (i) providing a subject in need of diagnostic or prognostic information related to atherosclerosis or to a disease or condition associated with atherosclerosis; and (ii) determining the level of a ligand for a DEA polypeptide in the subject or in a biological sample obtained from the subject. The method may further comprise the step of (iii) comparing the determined level with known level(s) determined previously in the subject or in normal subjects or in subjects with atherosclerosis, or in a biological sample obtained from the subject or from normal subjects or from subjects with atherosclerosis. The determined level of the ligand can be correlated with values that have been associated with particular diagnostic categories (e.g., in accordance with American Heart Association histological classification of atherosclerosis lesions as Grade I-V), disease outcomes, likelihood of responding positively to particular treatments, time to progression to a more severe state, etc. The information can be provided to the subject and/or used to guide therapeutic decisions, e.g., the advisability of initiating or terminating various therapies, etc.


According to certain embodiments of the invention, a level of expression or activity of a ligand for a DEA polypeptide that is higher than would be expected in a normal subject or in a biological sample obtained from a normal subject, indicates an increased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of ligand for a DEA polynucleotide or polypeptide that is higher in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become more severe and/or that the subject has not responded to therapy. According to certain embodiments of the invention the level of a ligand for a DEA polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a higher level, e.g., relative to normal being indicative of greater severity.


According to certain embodiments of the invention, a level of a ligand for a DEA polypeptide that is lower than would be expected in a subject with atherosclerosis or in a biological sample obtained from a subject with atherosclerosis, indicates a decreased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of a ligand for a DEA polypeptide that is lower in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become less severe and/or that the subject has responded to therapy. According to certain embodiments of the invention the level of a ligand for a DEA polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a lower level, e.g., relative to that typically found in atherosclerosis, being indicative of lower severity.


According to certain embodiments of the invention, a level of a ligand for a DEA polypeptide that is lower than would be expected in a normal subject or in a biological sample obtained from a normal subject, indicates an increased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of a ligand for a DEA polypeptide that is lower in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become more severe and/or that the subject has not responded to therapy. According to certain embodiments of the invention the level of a ligand for a DEA polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a lower level, e.g., relative to normal being indicative of greater severity.


According to certain embodiments of the invention, a level of a ligand for a DEA polypeptide that is higher than would be expected in a subject with atherosclerosis or in a biological sample obtained from a subject with atherosclerosis, indicates a decreased likelihood that the subject is at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis. A level of a ligand for a DEA polypeptide that is higher in the subject or in a biological sample obtained from the subject than the level determined previously for that subject indicates that the subject's disease has become less severe and/or that the subject has responded to therapy. According to certain embodiments of the invention the level of a ligand for a DEA polypeptide is an indicator of the severity of atherosclerosis or of a disease or condition associated with atherosclerosis, with a higher level, e.g., relative to that found in subjects with atherosclerosis, being indicative of lesser severity.


As a particular example, the invention provides a method of providing diagnostic or prognostic information related to atherosclerosis or to a disease or condition associated with atherosclerosis comprising steps of: (i) providing a subject in need of diagnostic or prognostic information related to atherosclerosis or to a disease or condition associated with atherosclerosis; and (ii) determining the level of a DEA polypeptide in the subject or in a biological sample obtained from the subject. The method may further comprise the step of (iii) comparing the determined level with known level(s) determined previously in the subject or in normal subjects or in subjects with atherosclerosis, or in a biological sample obtained from the subject or from normal subjects or from subjects with atherosclerosis. The sample, can be, e.g., a blood, plasma, or serum sample in certain embodiments of the invention. The measurement can be performed, using for example, a radioimmunoassay or ELISA, etc. In certain embodiments of the invention the DEA polypeptide is selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.


VIII. Therapeutic Applications


As discussed above, the discovery that expression of DEA genes is upregulated or downregulated in atherosclerosis suggests that these genes and their expression products are appropriate targets for treatment or prevention of atherosclerosis and diseases and clinical conditions associated with atherosclerosis (including, but are not limited to hypertension, restenosis, ischemic cardiovascular diseases, ischemic cerebrovascular disease, diabetes, peripheral arterial disease, etc.). Thus the invention provides a method for treating atherosclerosis or a disease or clinical condition associated with atherosclerosis comprising: (i) providing a subject at risk of or suffering from a disease or clinical condition associated with atherosclerosis; and (ii) administering a compound that modulates expression or activity of a DEA polynucleotide or polypeptide to the subject. The compounds can be administered prophylactically. In certain embodiments of the invention the DEA polypeptide is encoded by a gene selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.


The invention further provides a method for treating atherosclerosis or a disease or clinical condition associated with atherosclerosis comprising: (i) providing a subject at risk of or suffering from a disease or clinical condition associated with atherosclerosis; and (ii) administering a compound that modulates an endogenous ligand for a DEA polypeptide to the subject. By “modulate” is meant to enhance or reduce the level or activity of a molecule or to alter the temporal or spatial pattern of its expression or activity, in various embodiments of the invention. For example an agent that acts as an agonist or antagonist at a particular receptor is considered to modulate the receptor. The compounds can be administered prophylactically. In certain embodiments of the invention the DEA polypeptide is encoded by a gene selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.


A variety of methods of modulating the expression or activity of DEA gene expression products and/or ligands are provided above. Any of the agents identified according to such methods may be used to modulate expression or activity of the DEA gene expression products and/or ligands for therapeutic or other purposes.


The invention provides a method for treating atherosclerosis or a disease or clinical condition associated with atherosclerosis comprising: (i) providing a subject at risk of or suffering from a disease or clinical condition associated with atherosclerosis; and (ii) administering a conjugate comprising a DEA targeting agent and a therapeutic agent to the subject. The invention also provides a method for treating atherosclerosis or a disease or clinical condition associated with atherosclerosis comprising: (i) providing a subject at risk of or suffering from a disease or clinical condition associated with atherosclerosis; and (ii) administering a delivery vehicle comprising a DEA targeting agent and a therapeutic agent to the subject. Any of the conjugates or delivery vehicles described above can be used.


A variety of different therapeutic agents can be used in the conjugates or delivery vehicles of the invention. In certain embodiments the therapeutic agent is an anti-inflammatory agent. Nonlimiting examples of anti-inflammatory agents of use in the invention include aspirin, non-steroidal anti-inflammatory agents (e.g, COX-1 and/or COX-2 inhibitors), corticosteroids, an antibody that binds to TNF-α (e.g., infliximab, Remicade®), a polypeptide that is a soluble TNF-α receptor (e.g., etanercept; Enbrel®), anti-cytokine antibodies, cytokine antagonists, anti-inflammatory cytokines, gold; penicillamine; chloroquine; hydroxychloroquine; chlorambucil; cyclophosphamide; cyclosporine, etc.


The invention further provides a method for treating atherosclerosis or a disease or clinical condition associated with atherosclerosis comprising: (i) providing a subject at risk of or suffering from a disease or clinical condition associated with atherosclerosis; and (ii) administering an agonist or antagonist of a DEA polypeptide to the subject.


IX. Pharmaceutical Compositions and Kits


The invention provides a variety of compositions, e.g., pharmaceutical compositions. For example, the invention provides compositions, e.g., pharmaceutical compositions, containing DEA antisense nucleic acids, DEA RNAi agents, DEA ribozymes, or vectors for endogenous expression of one or more of these nucleic acids. The invention further provides a composition comprising an effective amount of an antibody that specifically binds to a DEA polypeptide and a pharmaceutically acceptable carrier. The invention further provides a composition comprising an effective amount of a ligand that specifically binds to a DEA polypeptide, and a pharmaceutically acceptable carrier. The antibodies and ligands may be conjugated with any of the therapeutic agents discussed above. The invention further provides a composition comprising a conjugate comprising a DEA targeting agent and a therapeutic agent. The invention further provides a composition comprising a delivery vehicle comprising a DEA targeting agent and a therapeutic agent.


Compositions containing antibodies, ligands, conjugates, antisense nucleic acids, siRNA, shRNA, ribozymes, vectors for endogenous expression of nucleic acids such as siRNAs, shRNAs, ribozymes, antisense molecules, peptides, and/or small molecules or other therapeutic agents as described herein may be formulated for delivery by any available route including, but not limited to parenteral (e.g., intravenous), intradermal, subcutaneous, oral (e.g., inhalation), transdermal (topical), transmucosal, rectal, and vaginal. Preferred routes of delivery include parenteral, transmucosal, rectal, and vaginal. Inventive pharmaceutical compositions typically include one or more therapeutic agents, in combination with a pharmaceutically acceptable carrier. As used herein the language “pharmaceutically acceptable carrier” includes solvents, dispersion media, coatings, antibacterial and antifungal agents, isotonic and absorption delaying agents, and the like, compatible with pharmaceutical administration. Supplementary active compounds can also be incorporated into the compositions. Compositions can also be delivered directly to a site of tissue injury or surgery. They may be administered by catheter or using diagnostic/therapeutic equipment such as bronchoscopes, colonoscopes, endoscopes, laparoscopes, etc. Inventive compositions may also be delivered as implants or components of implantable devices. For example, inventive compositions may be used to coat stents and/or vascular grafts. In certain embodiments of the invention the composition is used to coat a drug-eluting stent or other implantable or indwelling device such as a catheter, PIC line, shunt, pacemaker, defibrillator, artificial valve, etc. See, e.g., U.S. Pat. Nos. 6,517,889; 6,273,913; 6,258,121; 6,251,136; 6,248,127; 6,231,600; 6,203,551; 6,153,252; 6,071,305; 5,891,507; 5,837,313 and published U.S. patent application No.: US2001/0027340 for descriptions of stents and various implantable devices that can be coated with the compositions of the invention. Such coated devices and methods of using them to treat a subject are an additional aspect of the invention.


A pharmaceutical composition is formulated to be compatible with its intended route of administration. Solutions or suspensions used for parenteral, intradermal, or subcutaneous application can include the following components: a sterile diluent such as water for injection, saline solution, fixed oils, polyethylene glycols, glycerine, propylene glycol or other synthetic solvents; antibacterial agents such as benzyl alcohol or methyl parabens; antioxidants such as ascorbic acid or sodium bisulfite; chelating agents such as ethylenediaminetetraacetic acid; buffers such as acetates, citrates or phosphates and agents for the adjustment of tonicity such as sodium chloride or dextrose. pH can be adjusted with acids or bases, such as hydrochloric acid or sodium hydroxide. The parenteral preparation can be enclosed in ampoules, disposable syringes or multiple dose vials made of glass or plastic.


Pharmaceutical compositions suitable for injectable use typically include sterile aqueous solutions (where water soluble) or dispersions and sterile powders for the extemporaneous preparation of sterile injectable solutions or dispersion. For intravenous administration, suitable carriers include physiological saline, bacteriostatic water, Cremophor EL™ (BASF, Parsippany, N.J.) or phosphate buffered saline (PBS). In all cases, the composition should be sterile and should be fluid to the extent that easy syringability exists. Preferred pharmaceutical formulations are stable under the conditions of manufacture and storage and must be preserved against the contaminating action of microorganisms such as bacteria and fungi. In general, the relevant carrier can be a solvent or dispersion medium containing, for example, water, ethanol, polyol (for example, glycerol, propylene glycol, and liquid polyetheylene glycol, and the like), and suitable mixtures thereof. The proper fluidity can be maintained, for example, by the use of a coating such as lecithin, by the maintenance of the required particle size in the case of dispersion and by the use of surfactants. Prevention of the action of microorganisms can be achieved by various antibacterial and antifungal agents, for example, parabens, chlorobutanol, phenol, ascorbic acid, thimerosal, and the like. In many cases, it will be preferable to include isotonic agents, for example, sugars, polyalcohols such as manitol, sorbitol, sodium chloride in the composition. Prolonged absorption of the injectable compositions can be brought about by including in the composition an agent which delays absorption, for example, aluminum monostearate and gelatin.


Sterile injectable solutions can be prepared by incorporating the active compound in the required amount in an appropriate solvent with one or a combination of ingredients enumerated above, as required, followed by filtered sterilization. Generally, dispersions are prepared by incorporating the active compound into a sterile vehicle which contains a basic dispersion medium and the required other ingredients from those enumerated above. In the case of sterile powders for the preparation of sterile injectable solutions, the preferred methods of preparation are vacuum drying and freeze-drying which yields a powder of the active ingredient plus any additional desired ingredient from a previously sterile-filtered solution thereof.


Oral compositions generally include an inert diluent or an edible carrier. For the purpose of oral therapeutic administration, the active compound can be incorporated with excipients and used in the form of tablets, troches, or capsules, e.g., gelatin capsules. Oral compositions can also be prepared using a fluid carrier for use as a mouthwash. Pharmaceutically compatible binding agents, and/or adjuvant materials can be included as part of the composition. The tablets, pills, capsules, troches and the like can contain any of the following ingredients, or compounds of a similar nature: a binder such as microcrystalline cellulose, gum tragacanth or gelatin; an excipient such as starch or lactose, a disintegrating agent such as alginic acid, Primogel, or corn starch; a lubricant such as magnesium stearate or Sterotes; a glidant such as colloidal silicon dioxide; a sweetening agent such as sucrose or saccharin; or a flavoring agent such as peppermint, methyl salicylate, or orange flavoring. Formulations for oral delivery may advantageously incorporate agents to improve stability within the gastrointestinal tract and/or to enhance absorption.


For administration by inhalation, the inventive therapeutic agents are preferably delivered in the form of an aerosol spray from pressured container or dispenser which contains a suitable propellant, e.g., a gas such as carbon dioxide, or a nebulizer. It is noted that the lungs provide a large surface area for systemic delivery of therapeutic agents. The agents may be encapsulated, e.g., in polymeric microparticles such as those described in U.S. publication 20040096403, or in association with any of a wide variety of other drug delivery vehicles that are known in the art. In other embodiments of the invention the agents are delivered in association with a charged lipid as described, for example, in U.S. publication 20040062718. It is noted that the latter system has been used for administration of a therapeutic polypeptide, insulin, demonstrating the utility of this system for administration of peptide agents.


Systemic administration can also be by transmucosal or transdermal means. For transmucosal or transdermal administration, penetrants appropriate to the barrier to be permeated are used in the formulation. Such penetrants are generally known in the art, and include, for example, for transmucosal administration, detergents, bile salts, and fusidic acid derivatives. Transmucosal administration can be accomplished through the use of nasal sprays or suppositories. For transdermal administration, the active compounds are formulated into ointments, salves, gels, or creams as generally known in the art.


The compounds can also be prepared in the form of suppositories (e.g., with conventional suppository bases such as cocoa butter and other glycerides) or retention enemas for rectal delivery.


In one embodiment, the active compounds are prepared with carriers that will protect the compound against rapid elimination from the body, such as a controlled release formulation, including implants and microencapsulated delivery systems. Biodegradable, biocompatible polymers can be used, such as ethylene vinyl acetate, polyanhydrides, polyglycolic acid, collagen, polyorthoesters, and polylactic acid. Methods for preparation of such formulations will be apparent to those skilled in the art. The materials can also be obtained commercially from Alza Corporation and Nova Pharmaceuticals, Inc. Liposomal suspensions (including liposomes targeted to infected cells with monoclonal antibodies to viral antigens) can also be used as pharmaceutically acceptable carriers. These can be prepared according to methods known to those skilled in the art, for example, as described in U.S. Pat. No. 4,522,811.


It is advantageous to formulate oral or parenteral compositions in dosage unit form for ease of administration and uniformity of dosage. Dosage unit form as used herein refers to physically discrete units suited as unitary dosages for the subject to be treated; each unit containing a predetermined quantity of active compound calculated to produce the desired therapeutic effect in association with the required pharmaceutical carrier.


Toxicity and therapeutic efficacy of such compounds can be determined by standard pharmaceutical procedures in cell cultures or experimental animals, e.g., for determining the LD50 (the dose lethal to 50% of the population) and the ED50 (the dose therapeutically effective in 50% of the population). The dose ratio between toxic and therapeutic effects is the therapeutic index and it can be expressed as the ratio LD50/ED50. Compounds which exhibit high therapeutic indices are preferred. While compounds that exhibit toxic side effects can be used, care should be taken to design a delivery system that targets such compounds to the site of affected tissue in order to minimize potential damage to uninfected cells and, thereby, reduce side effects.


The data obtained from cell culture assays and animal studies can be used in formulating a range of dosage for use in humans. The dosage of such compounds lies preferably within a range of circulating concentrations that include the ED50 with little or no toxicity. The dosage can vary within this range depending upon the dosage form employed and the route of administration utilized. For any compound used in the method of the invention, the therapeutically effective dose can be estimated initially from cell culture assays. A dose can be formulated in animal models to achieve a circulating plasma concentration range that includes the IC50 (i.e., the concentration of the test compound which achieves a half-maximal inhibition of symptoms) as determined in cell culture. Such information can be used to more accurately determine useful doses in humans. Levels in plasma can be measured, for example, by high performance liquid chromatography, mass spectrometry, etc.


A therapeutically effective amount of a pharmaceutical composition typically ranges from about 0.001 to 30 mg/kg body weight, preferably about 0.01 to 25 mg/kg body weight, more preferably about 0.1 to 20 mg/kg body weight, and even more preferably about 1 to 10 mg/kg, 2 to 9 mg/kg, 3 to 8 mg/kg, 4 to 7 mg/kg, or 5 to 6 mg/kg body weight. The pharmaceutical composition can be administered at various intervals and over different periods of time as required, e.g., one time per week for between about 1 to 10 weeks, between 2 to 8 weeks, between about 3 to 7 weeks, about 4, 5, or 6 weeks, etc. For certain conditions it may be necessary to administer the therapeutic composition on an indefinite basis to keep the disease under control. The skilled artisan will appreciate that certain factors can influence the dosage and timing required to effectively treat a subject, including but not limited to the severity of the disease or disorder, previous treatments, the general health and/or age of the subject, and other diseases present. Generally, treatment of a subject with a therapeutic agent as described herein, can include a single treatment or, in many cases, can include a series of treatments.


Exemplary doses include milligram or microgram amounts of the inventive therapeutic agent per kilogram of subject or sample weight (e.g., about 1 microgram per kilogram to about 500 milligrams per kilogram, about 100 micrograms per kilogram to about 5 milligrams per kilogram, or about 1 microgram per kilogram to about 50 micrograms per kilogram.) It is furthermore understood that appropriate doses of a therapeutic agent depend upon the potency of the agent, and may optionally be tailored to the particular recipient, for example, through administration of increasing doses until a preselected desired response is achieved. It is understood that the specific dose level for any particular animal subject may depend upon a variety of factors including the activity of the specific compound employed, the age, body weight, general health, gender, and diet of the subject, the time of administration, the route of administration, the rate of excretion, any drug combination, and the degree of expression or activity to be modulated.


Inventive pharmaceutical compositions can be included in a container, pack, or dispenser together with instructions for administration.


Also provided are kits containing any one or more of the polynucleotides, polypeptides, specific binding agents such as antibodies, etc., described herein. The kit may further include instructions for use and/or any of a variety of other reagents including, e.g., a control sample, a control antibody, a buffer, a wash solution, substrate, etc. The reagents may be provided in one or more vessels or containers, optionally enclosed within a larger container for convenient commercial sale.


X. Computer-Readable Medium


The invention includes a computer-readable medium (e.g., a hard disk, floppy disk, compact disk, zip disk, flash memory, magnetic memory, etc.) that stores information related to any of the genes, polypeptides, and/or methods described above. The information may be organized in the form of a database, i.e., a collection of data that is organized so that its contents can easily be accessed, managed and updated. The information may identify one or more genes that are listed in Table 1-4 or 8 or mentioned herein. The information may indicate the nature of the conditions or samples in which differential expression was observed, may identify genes whose expression is altered by administration of an agent such as a statin, aspirin, or other therapeutic agent or candidate therapeutic agent, etc. The genes may be listed in order or ranked, e.g., according to the significance of their differential regulation. The computer-readable medium may store information identifying genes that are not differentially regulated, provided that it also includes information pertaining to genes that are differentially regulated and identifies those genes as being relevant to CAD, diabetes, atherosclerosis, etc. Additional information related to the gene(s) and/or to their role in CAD, diabetes, atherosclerosis or the diagnosis, treatment or prevention thereof can be included, e.g., (i) quantitative information related to the extent to which the gene(s) is/are differentially regulated and/or its significance; (ii) information identifying a biological pathway or process enriched in one or more of the genes; (iii) results obtained by administering an agent that modulates expression or activity of one or more of the genes to a subject, etc. The invention also includes a method comprising the step of electronically sending or receiving any of the afore-mentioned information and, optionally, storing at least part of the information and/or creating a new computer-readable medium or copy containing at least part of the information.


EXEMPLIFICATION
Example 1
Identification of Genes that are Differentially Expressed in Atherosclerosis

Materials and Methods


The following materials and methods were employed in all the examples described below.


Development of the Custom Vascular Wall Microarray


Human aortic smooth muscle cells (HASMC) and human aortic endothelial cells (HAEC) (Clonetics, San Diego, Calif.) were serum starved and stimulated separately with 10 ng/cc TNF-α (R&D Systems, Minneapolis, Minn.). HASMC were also stimulated with 3 ng/cc TGF-β (R&D Systems) and 20 ng/cc PDGF-BB (R&D Systems). Cells collected at 30 minute, 3 hour, and 24 hour time points were pooled, and poly(A)+ RNA isolated, and suppression subtraction performed in both directions as described (Ho, M., et al., Physiol Genomics, 13: 249-262, 2003). A total of 6954 cDNAs were cloned into plasmid, miniprepped, sequenced, and matched to Genbank accession numbers which were collapsed into Unigene clusters and RefSeq annotation applied where possible. In addition, a set of 384 endothelial cell-restricted genes were identified by searching publicly available gene expression databases, and 138 monocyte/macrophage, T cell, and B cell genes were selected on the basis of their role in inflammation or immune function (Ho, M., et al., supra). IMAGE clones for these genes were purchased (Research Genetics, Carlsbad, Calif.) and sequence verified. All cDNA clones were amplified by polymerase chain reaction (PCR) and then printed on glass slides (Agilent Technologies, Inc., Palo Alto, Calif.).


Human Tissue Sample Collection


Major epicardial coronary arteries were removed from explanted hearts of patients undergoing orthotopic heart transplantation. The vessels were dissected longitudinally to expose the endoluminal surface and lesions identified and scored by inspection through a dissecting microscope. Arteries were divided into 1.0-2.0 cm normal (disease-free) or diseased segments. RNA was isolated from tissue samples and tissue-cultured cells and labeled as per established methodology (Ho, M., et al., supra). Reference RNA was composed of a mixture of 5 μg total human umbilical vein endothelial cell RNA and 5 μg total HeLa cell RNA. This study was approved by the Institutional Review Board of Stanford University.


RNA Isolation and Array Hybridization


RNA was isolated from tissue samples and tissue-cultured cells as per established methodology ((Ho, M., et al., supra). RNA quality was assessed by using the RNA 6000 Nano Chip and Bioanalyzer (Agilent Technologies, Palo Alto, Calif.). Reference RNA, composed of a mixture of 5 μg total HUVEC (Clonetics, San Diego, Calif.) RNA and 5 μg total HeLa (American Type Culture Collection, Manassas, Va.) RNA, was primed and labeled with Cy3-dCTP during reverse transcription. 10 μg of total sample RNA was primed and labeled with Cy5-dCTP. Labeled cRNAs were purified, and employed in array hybridization as described previously (Ho, M., et al., supra).


Data Analysis


Microarrays were scanned on an Agilent G2565AA Microarray Scanner System and images were quantified using Agilent Feature Extraction Software (Version A.6.1.1). Local background subtraction was performed and a LOWESS algorithm used for data normalization. Significance Analysis of Microarrays (SAM) software was used for data analysis (available at the web site having URL www-stat.stanford.edu/˜tibs/SAM/) (Tusher, V. G., et al., Proc Natl Acad Sci USA 98, 5116-21, 2001). Microarray data was also analyzed with the Threshold Number of Misclassifications (TNoM), a non-parametric score representing how well a gene separates two sample classes (Ho, M., et al., supra; Ben-Dor, A., et al., in Proceedings of the Fifth International Conference on Computational Biology, pp. 31-38, 2001). To simplify presentation, gene lists were collapsed at the level of accession number by listing only once, in order of first appearance. In an alternative strategy, accession numbers were collapsed by calculating a mean value across multiple probes for each accession number, and data analysis conducted on the collapsed data. Both strategies generated similar results.


The lists of informative genes were further analyzed using gene ontology (GO) annotation (available at the web site having URL www.geneonltology.org), to identify molecular functions and processes that were over- or under-represented among the most significant genes. Molecular function, cellular component and biological process descriptions of the genes were obtained using the Biomolecule Naming Service (BNS), which links to publicly available functional annotation. BNS was developed at Agilent Laboratories and is available at the web site having URL openbns.sourceforge.net. The analysis was performed separately for several GO terms including inflammatory response, immune response, interleukin, cytokine, chemotaxis, growth factor, etc. Lists of genes for these analyses were determined by the TNoM score and an FDR cutoff of 0.05. For each GO term t of interest, we counted the number of genes in the list annotated by t and compared this number to the overall representation of t. The statistical significance of the observed difference is reported as the associated p-value.


Results


A total of 103 human coronary artery samples were collected, along with clinical information, from 17 patients at the time of orthotopic heart transplantation (Table 5). Total RNA isolated from these samples was used for hybridization to the custom cDNA microarray. Differences in gene expression between normal (36/103 samples) and diseased (67/103) blood vessel segments were studied by performing an unpaired, two-class analysis with SAM and by determining the TNoM score (Ho, M., et al., supra). When a false detection rate (FDR) of <0.05 was used as a cutoff, SAM identified 443 probes while TNoM generated an overlapping list of 787 probes that were differentially regulated between diseased and non-diseased vascular samples (see Table 1).


As noted above, a large number of genes were identified for the first time in association with CAD, including a novel matrix metalloproteinase, MMP-10, and a number of other genes. Other genes that were identified as being upregulated in atherosclerosis included matrix metalloproteinases MMP-1, MMP-2, MMP-3, macrophage scavenger receptor-1, and tissue type plasminogen activator. Certain of these genes have previously been shown to be differentially regulated in atherosclerosis.


Most prominent among the classes of genes identified were those involved in inflammation. Genes encoding a variety of cytokines were identified. These included the CD4+ TH1 pro-inflammatory cytokine interferon γ, the related cytokine interleukin (IL)-18, and IL-1α. Potent chemokines which mediate leukocyte trafficking, such as IL-8 and RANTES, were also found to be upregulated. To determine whether inflammatory genes were more highly represented among the up-regulated probes identified by TNoM score in diseased samples, an overabundance analysis was performed comparing gene ontology (GO) annotation for these probes versus probes found not to be differentially regulated (Ashburner, M., Nat Genet 25, 25-9, 2000). This novel analytical approach allowed a rigorous assessment of differentially regulated signaling pathways. The composite category “inflammation,” which included GO terms immune response, defense response, inflammatory response, chemotaxis, and interferon, was significantly over-represented in the identified group of probes (p<0.005). Other specific terms found to be over-represented in this group included “cytokine” (p<0.001) and “chemokine” (p<0.05).


Table 6 presents results of the gene ontology analyses. Analyses evaluated included diseased vs. non-diseased vessels (Lesion status), diabetic vs. non-diabetic vessels (Diabetes status), diabetes vs. non-diabetes analysis with normal vessels (Diabetes status-normal vessels), statin therapy analysis with all samples (Statin therapy), and statin therapy analysis with diabetic vessels (Statin therapy-diabetic vessels). Upward and downward arrows indicate terms that were significantly overrepresented (p<0.05) or underrepresented (p<0.05), respectively. The composite category “inflammation,” included GO terms immune response, defense response, inflammatory response, chemotaxis, and interferon.

TABLE 5Characteristics of the patient sample group.Clinical dataPatient characteristicsAge (yrs.)52.5 ± 15.0Male/Female(13/4)Risk factors, n (%)Coronary Artery Disease8 (47.1%)Diabetes (type 2)5 (29.4%)Family History of CAD3 (17.6%)History of Tobacco Use11 (64.7%) Hypercholesterolemia7 (41.2%)Hypertension4 (23.5%)Medications, n (%)ACE Inhibitors/ARBs13 (76.5%) Aspirin5 (29.4%)Beta Blockers9 (52.9%)Diuretics14 (82.3%) Insulin2 (11.8%)Nitrates4 (23.5%)Statins7 (41.2%)









TABLE 6










Statistical analysis of the distribution of terms relating to inflammatory


pathways.















Diabetes







status-

Statin therapy-



Lesion
Diabetes
normal
Statin
diabetic


GO terms
status
status
vessels
therapy
vessels





inflammation







cytokine







interleukin







chemokine







interferon










Example 2
Identification of Genes that are Differentially Expressed in Atherosclerotic or Normal Blood Vessels in Diabetic Individuals

The influence of cardiovascular risk factors on vascular wall gene expression was evaluated with SAM and the TNoM score. When we analyzed gene expression differences for all the major risk factors (see Table 5), the diabetes analysis yielded the most dramatic results. When transcriptional profiles were compared between diabetic (34/103) and non-diabetic samples (69/103), SAM identified 1215 differentially expressed probes (FDR 0.04). A similar group of 1630 differentially regulated probes was found using TNoM score (FDR 0.05). A heatmap and partial gene list representing the 342 most differentially regulated genes identified by SAM (FDR<0.005) are shown (FIG. 1a, Table 2). Genes encoding cell surface receptors, signaling molecules, and matrix components were newly identified as potential vascular disease markers. For example CXCL6 was among the genes identified as a vascular disease marker in this analysis. Cytokine-responsive genes identified included matrix remodeling factor MMP2, tissue inhibitor of metalloproteinase (TIMP-1), and TIMP-1. Higher expression of immune cell genes specific for B cells (CD19, properdin) and T cells (CD4) in diabetic vascular samples suggested increased infiltration of these cell types in this subset of patients. A number of novel cytokine genes and genes encoding immune response factors were more highly expressed in samples from diabetics as shown in Table 2. Granulocyte chemotactic protein 2 (CXCL6), a factor known to mediate granulocyte migration by binding to the IL-8 receptor but not previously associated with CAD, was expressed at much higher levels in diabetic arteries. Differentially expressed inflammatory genes included cytokines IL-6 and IL-1a, chemokines IL-8, RANTES, macrophage chemoattractant protein (MCP-1), and lymphokine macrophage migration inhibitory factor. Statistical analysis using GO annotation identified “interleukin” and “cytokine” as terms that were over-represented in the TNoM group of differentially expressed probes (p<0.05) (Table 6).


To further characterize the inflammatory transcriptional profile observed in diabetic samples, analyses were restricted to diseased or normal tissues. When diseased samples from diabetics were compared to diseased samples from non-diabetics, higher-level expression of cytokine and cytokine-responsive genes was observed in the diabetic group (Table 3). Surprisingly, when the analysis was limited to normal, non-diseased vascular samples, the diabetic group was again found to express higher levels of cytokine and cytokine-responsive genes (FIG. 1b and Table 4). This list included cytokines IL-6 and IL-1α, chemokines IL-8 and MCP-1, and prominent cytokine-responsive genes such as the adhesion molecule ICAM-2 and MMP-2 (FIG. 1b). Analysis of GO nomenclature associated with probes identified by TNoM score at an FDR of 0.05 revealed overrepresentation of the grouping of “inflammatory” terms (p<0.05) (Table 6).


Our results provide the strongest evidence to date linking diabetes, a major clinical risk factor for CAD, to the activation of an inflammatory transcriptional program in the vessel wall. Our studies are of particular significance since they provide direct evidence of the activation of inflammatory signaling pathways in a human study. Our statistical analysis of diabetic coronary vascular samples revealed markedly higher levels of a broad range of cytokines, chemokines, and immune markers reflecting T-cell and B-cell infiltration. This inflammatory pattern was seen even when normal, non-diseased samples were analyzed in the context of diabetes status. While not wishing to be bound by any theory, these results strongly suggest that diabetes activates a transcriptional program of coronary inflammation that is present even in the absence of atherosclerosis and suggest specific targets for diagnosis and therapy, e.g., any of the inflammatory mediators, immune markers, cytokines, and/or chemokines identified herein as being overexpressed


Example 3
Identification of Genes Whose Expression is Modulated by Statins and Aspririn

To evaluate how pharmacotherapies modulate vascular wall gene expression and identify additional targets for diagnosis and therapy and additional methods of identifying pharmacological agents useful for treating atherosclerosis, we conducted a comprehensive analysis with all coronary artery samples looking at basic classes of cardiovascular medications (Table 5). The most significant findings were generated from the analysis of statin use (FIG. 2a and Table 8). SAM identified 117 probes (FDR=0.05) and TNoM found a similar group of 82 probes expressed at significantly lower levels in vascular samples obtained from patients treated with statins (39/100) when compared to samples from untreated patients (61/100). A strong association was established between statin use and decreased expression of cytokines IL-1α and IL6, and cytokine-responsive monocyte chemokines MCP-1, MCP-2, and MCP-3. Analysis of GO nomenclature revealed an under-representation of terms “inflammation” (p<0.05) and “interleukin” (p<0.001) (Table 6).


Since coronary arteries from diabetics expressed high levels of inflammatory cytokines, we performed a sub-analysis with these samples alone in the context of statin treatment. Gene expression profiles of statin-treated (9/34) and untreated (25/34) diabetic vascular samples were compared. SAM identified 1830 differentially regulated probes (FDR=0.05) while TNoM found a similar group of 2205 probes. A heat map with a partial gene list representing the 318 most differentially regulated probes identified by SAM (FDR=0.0016) is shown and includes genes in cytokine, chemokine, and immunomodulatory pathways (FIG. 2b). GO analysis confirmed the under-representation of probes with nomenclature “inflammation” (p<0.01), “cytokine” (p<0.05), “interleukin” (p<0.05), and “chemokine” (p<0.05) (Table 6). Matrix protein osteopontin, intercellular adhesion molecule (ICAM1), TIMP-1, and TIMP3 were among the cytokine-responsive genes expressed at lower levels in diabetics exposed to statins (FIG. 2b). Decreased expression of T-cell genes (CD4, CD8, granzyme B, and thy1) in vessels from statin-treated patients suggested that these drugs might decrease the accumulation of this immune cell type in the coronary arteries of diabetics.


We analyzed the effects of aspirin on vascular wall gene expression and found similar results. Expression of cytokines IL-6 and chemokine IL-8 in vascular samples obtained from patients taking aspirin were markedly reduced. Cyclooxygenase-2 (COX-2) and an inflammatory cytokine-responsive metalloproteinase-disintegrin family protein (ADAMTS1) were also expressed at lower levels in these patients.


Example 4
Validation of Microarray Data by Quantitative PCR Analysis

Materials and Methods


Quantitative Real-Time PCR.


Expression of five genes was assessed in 30 RNA samples. Total RNA was subjected to reverse transcription and polymerase chain reaction, and amplifications were performed in triplicate. A standard curve was employed for RNA quantification, and RNA quantity expressed relative to the corresponding 18S internal control. Three patient RNA samples were evaluated per clinical condition per gene, and the mean normalized value was calculated.


Results


We performed quantitative real-time polymerase chain reaction (qRT-PCR) for a subset of differentially expressed genes to validate the microarray methodology. IL-8, IL-18, and LOX-1, all expressed at higher levels in lesions versus normal vascular samples by microarray analysis, were found to be similarly differentially expressed using qRT-PCR (Table 7). IL-6 and insulin-like growth factor binding protein 4 (ILGFBP4) transcript levels were substantially higher in diabetic versus non-diabetic vascular samples by both methods. Table 7 provides relative expression values for qRT-PCR as the mean of individual ratios of RNA amounts normalized to 18S RNA for three patients, and microarray data is provided as mean normalized ratios of experimental gene expression compared to reference RNA for the same three patients. Abbreviations: IL, interleukin; LOX-1, low density lipoprotein receptor-1 (LOX-1); ILGFBP4, insulin-like growth factor binding protein 4.

TABLE 7Comparison of microarray and polymerase chain reaction (qRT-PCR)expression data.Gene: comparisonTaqmanMicroarrayIL-8: Lesion22.05020.745IL-8: No Lesion1.3381.332IL-18: Lesion32.2295.968IL-18: No Lesion2.7881.127LOX-1: Lesion15.40314.395LOX-1: No Lesion1.6041.172IL-6: Diabetes702.58430.207IL-6: No Diabetes4.2251.047ILGFBP4: Diabetes26.6657.257ILGFBP4: No3.3651.634Diabetes


EQUIVALENTS

Those skilled in the art will recognize, or be able to ascertain using no more than routine experimentation, many equivalents to the specific embodiments of the invention described herein. The scope of the present invention is not intended to be limited to the above Description, but rather is as set forth in the appended claims. In the claims articles such as “a,”, “an” and “the” may mean one or more than one unless indicated to the contrary or otherwise evident from the context. Claims or descriptions that include “or” between one or more members of a group are considered satisfied if one, more than one, or all of the group members are present in, employed in, or otherwise relevant to a given product or process unless indicated to the contrary or otherwise evident from the context. Furthermore, it is to be understood that the invention encompasses all variations, combinations, and permutations in which one or more limitations, elements, clauses, descriptive terms, etc., from one or more of the listed claims or relevant descriptive material in the specification is introduced into another claim. Any claim that is dependent on another claim can be modified to include one or more limitations found in any other claim that is dependent on the same base claim. In addition, it is to be understood that any particular embodiment of the present invention and/or any element, limitation, feature, or term can be explicitly excluded from any one or more of the claims below or description above. For example, any specific gene, polynucleotide, polypeptide, method of use, etc., can be excluded from any one or more of the claims. For purposes of brevity, all of these various embodiments in which and/or any element, limitation, feature, or term is excluded are not set forth specifically herein. It noted that any embodiment may be deemed to fall within the prior art or be obvious in view of the prior art may be specifically excluded, such embodiments being known to or obvious to one of skill in the art and therefore not explicitly set forth herein.

TABLE 1RatioSystematicNameUnigeneCodeGeneNameGeneSymbolTNoM p-valuefold change*t-test score p-valueChange DirectionCommentGenes with Known Name/or Functions (Note: Lesion > No lesion, Foldchange positive; No lesion > lesion, negative).AA682386Hs.77729oxidised low density lipoprotein (lectin-like) receptor 11.26E−062.182.42E−05No Lesion < LesionknownAA969504Hs.856interferon, gamma4.84E−042.091.12E−03No Lesion < LesionAA102526Hs.624interleukin 81.60E−051.682.89E−05No Lesion < LesionknownAA873792Hs.241392small inducible cytokine A5 (RANTES)4.84E−041.655.17E−03No Lesion < LesionNM_000930Hs.274404plasminogen activator, tissuePLAT1.26E−061.638.45E−07No Lesion < LesionNM_058197Hs.1174cyclin-dependent kinase inhibitor 2A (melanoma, p16,CDKN2A1.60E−051.603.88E−03No Lesion < Lesioninhibits CDK4)AI129421Hs.83077interleukin 18 (interferon-gamma-inducing factor)4.84E−041.581.92E−04No Lesion < LesionknownNM_002117Hs.277477major histocompatibility complex, class I, CHLA-C4.62E−061.582.32E−06No Lesion < LesionNM_002510Hs.82226glycoprotein (transmembrane) nmbGPNMB4.84E−041.575.38E−04No Lesion < LesionAF001893Hs.240443multiple endocrine neoplasia I1.60E−051.525.61E−03No Lesion < LesionNM_021999Data not foundintegral membrane protein 2BITM2B5.24E−051.517.90E−04No Lesion < LesionNM_002356Hs.75607myristoylated alanine-rich protein kinase C substrateMARCKS1.63E−041.503.23E−04No Lesion < LesionAL133111Hs.109150SH3-domain binding protein 5 (BTK-associated)1.63E−041.481.37E−03No Lesion < LesionAA621188Hs.4996putative ankyrin-repeat containing protein4.62E−061.451.95E−06No Lesion < LesionR94661Hs.181392major histocompatibility complex, class I, E4.84E−041.442.22E−04No Lesion < LesionAI279830Hs.45719protein phosphatase 1, regulatory (inhibitor) subunit4.62E−061.432.59E−04No Lesion < Lesion16BNM_001530Hs.197540hypoxia-inducible factor 1, alpha subunit (basic helix-4.84E−041.411.98E−03No Lesion < Lesionloop-helix transcription factor)NM_004183Data not foundvitelliform macular dystrophy (Best disease,VMD25.24E−051.397.50E−05No Lesion < Lesionbestrophin)AA057204Hs.75596interleukin 2 receptor, beta4.84E−041.387.79E−03No Lesion < LesionknownBC014989Hs.78575phospholipid scramblase 33.97E−091.371.63E−04No Lesion < LesionN36136Hs.41135endomucin-21.63E−041.368.32E−03No Lesion < LesionAA521362Hs.73792complement component (3d/Epstein Barr virus)1.63E−041.351.51E−03No Lesion < Lesionreceptor 2NM_005625Hs.8180syndecan binding protein (syntenin)SDCBP1.60E−051.341.89E−03No Lesion < LesionNM_004048Hs.75415beta-2-microglobulinB2M1.60E−051.331.86E−05No Lesion < LesionNM_025197Hs.20157CDK5 regulatory subunit associated protein 3CDK5RAP35.24E−051.318.37E−07No Lesion < LesionAA418813Hs.184167splicing factor, arginine/serinE−rich 7 (35 kD)4.84E−041.311.18E−04No Lesion < LesionAA521008Hs.394adrenomedullin1.84E−081.314.58E−09No Lesion < LesionAA011182Hs.243010ras homolog gene family, member J1.26E−061.287.49E−02No Lesion < LesionNM_005520Hs.245710heterogeneous nuclear ribonucleoprotein H1 (H)HNRPH11.63E−041.263.70E−04No Lesion < LesionNM_006435Hs.174195interferon induced transmembrane protein 2 (1-8D)IFITM24.84E−041.261.12E−02No Lesion < LesionNM_021034Hs.182241interferon induced transmembrane protein 3 (1-8U)IFITM31.63E−041.253.53E−02No Lesion < LesionNM_006014Data not foundDNA segment on chromosome X (unique) 9879DXS9879E1.63E−041.256.63E−02No Lesion < Lesionexpressed sequenceNM_001386Hs.173381dihydropyrimidinase-like 2DPYSL21.63E−041.231.70E−03No Lesion < LesionAA150505Hs.8135complement component 1, q subcomponent, receptor 11.60E−051.221.19E−03No Lesion < LesionNM_004396Hs.76053DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 5DDX51.63E−041.223.89E−04No Lesion < Lesion(RNA helicase, 68 kDa)NM_016099Hs.7953HSPC041 proteinGOLGA71.63E−041.227.86E−05No Lesion < LesionNM_005063Hs.119597stearoyl-CoA desaturase (delta-9-desaturase)SCD1.63E−041.204.57E−02No Lesion < LesionN53056Hs.100001solute carrier family 17 (sodium phosphate), member 14.84E−041.202.04E−04No Lesion < LesionAA454176Hs.169750glutamate-cysteine ligase, modifier subunit1.63E−041.201.63E−02No Lesion < LesionAA449301Hs.138671fms-related tyrosine kinase 1 (vascular endothelial4.84E−041.207.80E−02No Lesion < Lesiongrowth factor/vascular permeability factor receptor)AA450264Hs.78996proliferating cell nuclear antigen1.60E−051.182.06E−02No Lesion < LesionNM_005015Hs.151134oxidase (cytochrome c) assembly 1-likeOXA1L4.84E−041.182.46E−03No Lesion < LesionAK092006Hs.217493annexin A21.63E−041.171.54E−02No Lesion < LesionNM_001017Hs.165590ribosomal protein S13RPS134.84E−041.161.29E−02No Lesion < LesionNM_006164Hs.155396nuclear factor (erythroid-derived 2)-like 2NFE2L25.24E−051.164.99E−02No Lesion < LesionAA425011Hs.180799C3HC4-type zinc finger protein1.63E−041.153.16E−03No Lesion < LesionNM_001614Hs.14376actin, gamma 1ACTG11.63E−041.112.70E−02No Lesion < LesionN62629Hs.48589zinc finger protein 2284.84E−041.102.38E−01No Lesion < LesionNM_014294Hs.4147translocating chain-associating membrane proteinTRAM14.84E−04−1.109.50E−02Lesion < No LesionAL832675Hs.76728CD47 antigen (Rh-related antigen, integrin-associated4.84E−04−1.131.55E−01Lesion < No Lesionsignal transducer)NM_001752Hs.76359catalaseCAT1.63E−04−1.152.60E−02Lesion < No LesionNM_003999Hs.238648oncostatin M receptorOSMR4.84E−04−1.179.58E−04Lesion < No LesionNM_153207Hs.285833hypothetical protein MGC17922AEBP21.63E−04−1.185.07E−02Lesion < No LesionX15786Hs.241572Human ret-II gene5.24E−05−1.191.64E−03Lesion < No LesionAL832212Hs.28505ubiquitin-conjugating enzyme E2H (UBC8 homolog,1.63E−04−1.203.18E−03Lesion < No Lesionyeast)NM_003299Data not foundtumor rejection antigen (gp96) 1TRA11.63E−04−1.201.49E−02Lesion < No LesionNM_033375Hs.286226myosin ICMYO1C4.84E−04−1.201.08E−02Lesion < No LesionX03541Hs.85844Human mRNA of trk oncogene1.63E−04−1.201.61E−02Lesion < No LesionBM543083Hs.136309SH3-domain GRB2-like endophilin B15.24E−05−1.214.48E−04Lesion < No LesionNM_079425Data not foundmyosin, light polypeptide 6, alkali, smooth muscle andMYL61.63E−04−1.221.11E−02Lesion < No Lesionnon-muscleNM_138799Hs.15641hypothetical protein BC016005OACT25.24E−05−1.221.12E−03Lesion < No LesionNM_006206Hs.74615platelet-derived growth factor receptor, alphaPDGFRA4.84E−04−1.223.16E−03Lesion < No LesionpolypeptideAB088120Hs.76591expressed in T-cells and eosinophils in atopic4.84E−04−1.232.49E−04Lesion < No LesiondermatitisNM_004578Hs.119007RAB4A, member RAS oncogene familyRAB4A4.84E−04−1.231.53E−02Lesion < No LesionNM_016308Hs.11463UMP-CMP kinaseUMP-CMPK1.63E−04−1.234.19E−03Lesion < No LesionNM_001177Hs.242894ADP-ribosylation factor-like 1ARL11.63E−04−1.241.67E−05Lesion < No LesionNM_006088Hs.251653tubulin, beta, 2TUBB24.84E−04−1.241.11E−02Lesion < No LesionNM_004199Hs.3622procollagen-proline, 2-oxoglutarate 4-dioxygenaseP4HA21.63E−04−1.253.64E−03Lesion < No Lesion(proline 4-hydroxylase), alpha polypeptide IIAB051504Hs.78521SET domain-containing protein 74.84E−04−1.258.11E−04Lesion < No LesionNM_007107Hs.28707signal sequence receptor, gamma (translocon-SSR31.63E−04−1.269.61E−04Lesion < No Lesionassociated protein gamma)NM_002956Hs.31638restin (Reed-Steinberg cell-expressed intermediateRSN4.84E−04−1.261.24E−02Lesion < No Lesionfilament-associated proteinNM_015523Hs.7527small fragment nucleaseDKFZP566E1441.60E−05−1.261.86E−04Lesion < No LesionNM_003676Hs.185973degenerative spermatocyte homolog, lipid desaturaseDEGS1.63E−04−1.261.13E−05Lesion < No Lesion(Drosophila)NM_004236Hs.30212thyroid receptor interacting protein 15TRIP154.84E−04−1.276.71E−03Lesion < No LesionNM_018955Hs.183842ubiquitin BUBB5.24E−05−1.284.45E−05Lesion < No LesionNM_005347Hs.75410heat shock 70 kDa protein 5 (glucose-regulated protein,HSPA51.63E−04−1.288.70E−04Lesion < No Lesion78 kDa)NM_003295Data not foundtumor protein, translationally-controlled 1TPT11.60E−05−1.284.56E−04Lesion < No LesionNM_002157Hs.1197heat shock 10 kDa protein 1 (chaperonin 10)HSPE11.26E−06−1.292.72E−03Lesion < No LesionNM_001967Hs.182429eukaryotic translation initiation factor 4A, isoform 2EIF4A24.84E−04−1.296.68E−03Lesion < No LesionNM_001219Hs.7753calumeninCALU4.84E−04−1.298.70E−05Lesion < No LesionNM_001792Hs.161cadherin 2, type 1, N-cadherin (neuronal)CDH24.84E−04−1.305.86E−03Lesion < No LesionNM_015994Hs.272630ATPase, H+ transporting, lysosomal 34 kDa, V1 subunit DATP6V1D5.24E−05−1.313.98E−05Lesion < No LesionAA489611Hs.2795lactate dehydrogenase A1.63E−04−1.332.80E−04Lesion < No LesionNM_030571Hs.9788likely ortholog of mouse Nedd4 WW binding protein 5NDFIP14.62E−06−1.336.23E−03Lesion < No LesionNM_002901Hs.167791reticulocalbin 1, EF-hand calcium binding domainRCN11.63E−04−1.334.34E−04Lesion < No LesionAL832431Hs.8107guanine nucleotide binding protein (G protein), gamma4.84E−04−1.334.97E−04Lesion < No Lesion12NM_013436Hs.278411NCK-associated protein 1NCKAP11.60E−05−1.352.76E−04Lesion < No LesionNM_001839Hs.194662calponin 3, acidicCNN34.62E−06−1.365.08E−04Lesion < No LesionNM_003330Hs.13046thioredoxin reductase 1TXNRD15.24E−05−1.382.71E−03Lesion < No LesionNM_004735Hs.326159leucine rich repeat (in FLII) interacting protein 1LRRFIP15.24E−05−1.391.27E−03Lesion < No LesionBU542589Hs.37196putative G protein coupled receptor4.84E−04−1.395.81E−04Lesion < No LesionU72621Hs.75825pleiomorphic adenoma gene-like 11.63E−04−1.411.04E−03Lesion < No LesionNM_006826Hs.74405tyrosine 3-monooxygenase/tryptophan 5-YWHAQ4.84E−04−1.422.41E−03Lesion < No Lesionmonooxygenase activation protein, theta polypeptideNM_053056Hs.82932cyclin D1 (PRAD1: parathyroid adenomatosis 1)CCND11.63E−04−1.433.73E−02Lesion < No LesionBE300066Data not foundheat shock 90 kDa protein 1, alphaHSPCA5.24E−05−1.441.23E−04Lesion < No LesionBF976811Data not foundleucyl-tRNA synthetase1.60E−05−1.467.87E−05Lesion < No LesionNM_012286Hs.173714MORF-related gene XMORF4L21.63E−04−1.482.46E−04Lesion < No LesionNM_053275Hs.73742ribosomal protein, large, P0RPLP04.84E−04−1.483.61E−03Lesion < No LesionNM_022152Hs.184052PP1201 proteinPP12011.63E−04−1.482.43E−04Lesion < No LesionNM_000366Hs.77899tropomyosin 1 (alpha)TPM14.84E−04−1.495.79E−04Lesion < No LesionNM_021069Data not foundArg/Abl-interacting protein ArgBP2ARGBP24.84E−04−1.492.21E−02Lesion < No LesionAJ420488Hs.181165eukaryotic translation elongation factor 1 alpha 11.63E−04−1.502.58E−03Lesion < No LesionNM_006644Hs.36927heat shock 105 kDHSPH11.26E−06−1.514.14E−06Lesion < No LesionNM_012111Hs.204041chromosome 14 open reading frame 3AHSA14.62E−06−1.548.76E−07Lesion < No LesionNM_018212Data not foundenabled homolog (Drosophila)ENAH5.24E−05−1.562.97E−05Lesion < No LesionNM_004281Hs.15259BCL2-associated athanogene 3BAG31.26E−06−1.572.11E−03Lesion < No LesionNM_013943Hs.25035chloride intracellular channel 4CLIC45.24E−05−1.612.94E−05Lesion < No LesionNM_007341Hs.47438SH3 domain binding glutamic acid-rich proteinSH3BGR4.84E−04−1.621.83E−04Lesion < No LesionD83886Hs.42500ADP-ribosylation factor-like 51.63E−04−1.638.64E−05Lesion < No LesionNM_015701Hs.7100hypothetical protein CL25084C2orf301.63E−04−1.684.40E−07Lesion < No LesionNM_001664Hs.179735ras homolog gene family, member ARHOA5.24E−05−1.701.84E−03Lesion < No LesionNM_004613Hs.8265transglutaminase 2 (C polypeptide, protein-glutamine-1.63E−04−1.732.65E−03Lesion < No Lesiongamma-glutamyltransferase)NM_002026Data not foundfibronectin 1FN14.84E−04−1.758.71E−04Lesion < No LesionknownNM_002046Hs.169476glyceraldehyde-3-phosphate dehydrogenaseGAPD4.84E−04−1.801.41E−03Lesion < No LesionNM_002211Data not foundintegrin, beta 1 (fibronectin receptor, beta polypeptide,4.84E−04−1.862.21E−05Lesion < No Lesionantigen CD29 includes MDF2, MSK12)NM_001102Hs.119000actinin, alpha 1ACTN11.26E−06−1.903.60E−03Lesion < No LesionNM_006597Hs.180414heat shock 70 kDa protein 8HSPA81.63E−04−1.964.22E−05Lesion < No LesionNM_005345Hs.8997heat shock 70 kDa protein 1AHSPA1A4.62E−06−1.973.33E−05Lesion < No LesionD89937Hs.296267Homo sapiens mRNA for follistatin-related protein5.24E−05−2.151.69E−07Lesion < No Lesion(FRP), complete cdsGenes with Unknown Name/Functions (Note: Lesion > No lesion, Foldchange pos.; No lesion > lesion, Fold change neg.).BC015869Hs.8136Homo sapiens clone 23698 mRNA sequence5.24E−051.582.99E−04No Lesion < LesionAA147552Hs.71832ESTs4.84E−041.513.24E−04No Lesion < LesionBE615903Data not foundEST4.84E−041.441.35E−05No Lesion < LesionAA115259Hs.103422Hs. mRNA; cDNA DKFZp434F1622 (from clone1.63E−041.332.55E−03No Lesion < LesionDKFZp434F1622)N65985Hs.124696Hs. cDNA FLJ13261 fis, clone OVARC1000885,3.27E−071.325.60E−04No Lesion < Lesionweakly similar to OXIDOREDUCTASE UCPA (EC 1.—.—.—)AW148618Data not foundEST, Moderately similar to 810024E cytochrome4.84E−041.278.41E−03No Lesion < Lesionoxidase III [Homo sapiens] [H. sapien]AA431193Hs.19280KIAA0544 protein4.84E−041.266.40E−02No Lesion < LesionAK074815Hs.7099hypothetical protein FLJ202654.84E−041.244.28E−03No Lesion < LesionAA192691Data not foundEST5.24E−051.242.89E−02No Lesion < LesionAK027088Hs.35140Homo sapiens cDNA: FLJ23435 fis, clone HRC126314.84E−041.232.32E−05No Lesion < LesionAA485428Hs.301685KIAA0620 protein4.84E−041.232.81E−02No Lesion < LesionBC021287Hs.184544Homo sapiens, clone IMAGE: 3355383, mRNA, partial4.84E−041.221.23E−04No Lesion < LesioncdsNM_152531Hs.150614hypothetical protein FLJ35155FLJ351554.84E−041.225.18E−02No Lesion < LesionAA968877Hs.172928Hs. cDNA: FLJ21464 fis, clone COL047685.24E−051.211.30E−04No Lesion < LesionAA626000Hs.94810hypothetical protein FLJ122421.63E−041.194.60E−03No Lesion < LesionBQ070901Hs.288967Homo sapiens, similar to RIKEN cDNA 0610010I12,4.84E−041.176.08E−05No Lesion < Lesionclone MGC: 35430 IMAGE: 5189880, mRNA, completecdsNM_015138Hs.83419KIAA0252 proteinKIAA02521.63E−041.133.26E−02No Lesion < LesionBC008758Hs.157850ESTs, Highly similar to IDHG_HUMAN Isocitrate1.63E−041.115.08E−02No Lesion < Lesiondehydrogenase [NAD] subunit gamma, mitochondrialprecursor (Isocitric dehydrogenase) (NAD+-specificICDH) [H. sapiens]AK001701Data not foundhypothetical protein FLJ10839FLJ108394.84E−041.101.33E−01No Lesion < LesionBC007552Hs.111334Homo sapiens, clone MGC: 15473 IMAGE: 2967168,1.63E−041.096.75E−02No Lesion < LesionmRNA, complete cdsBC034962Hs.77608Homo sapiens, clone IMAGE: 4822098, mRNA, partial15E1.21.63E−04−1.151.66E−03Lesion < No LesioncdsBC015653Hs.285122Homo sapiens, clone MGC: 23488 IMAGE: 4810553,3.27E−07−1.199.77E−05Lesion < No LesionmRNA, complete cdsNM_032339Hs.333526hypothetical protein MGC14832C17orf374.84E−04−1.214.98E−04Lesion < No LesionBM477149Hs.74267ESTs, Highly similar to RL15_HUMAN 60S ribosomal1.63E−04−1.224.84E−03Lesion < No Lesionprotein L15 [H. sapiens]AW166001Data not foundEST, Weakly similar to 810024E cytochrome oxidase1.63E−04−1.234.76E−04Lesion < No LesionIII [Homo sapiens] [H. sapiens]BG254709Data not foundESTs, Highly similar to I39382 Y box-binding protein 1 —4.84E−04−1.241.00E−03Lesion < No Lesionhuman [H. sapiens]NM_022063Hs.11859hypothetical protein FLJ13188C10orf844.84E−04−1.242.60E−02Lesion < No LesionBM473144Data not foundESTs, Highly similar to RLA0_HUMAN 60S acidic4.84E−04−1.262.77E−03Lesion < No Lesionribosomal protein P0 (L10E) [H. sapiens]BC013729Hs.111126Homo sapiens, clone IMAGE: 3859592, mRNA4.84E−04−1.276.00E−03Lesion < No LesionNM_032374Hs.265317hypothetical protein MGC2562C14orf1531.63E−04−1.282.68E−04Lesion < No LesionAA553367Hs.257631ESTs4.84E−04−1.291.20E−02Lesion < No LesionAL833007Hs.121520Homo sapiens, clone IMAGE: 3625286, mRNA, partial4.84E−04−1.312.67E−02Lesion < No LesioncdsAL832395Hs.28578Homo sapiens mRNA; cDNA DKFZp667M1012 (from1.63E−04−1.342.36E−03Lesion < No Lesionclone DKFZp667M1012)AL359062Hs.284275Homo sapiens mRNA full length insert cDNA clone4.84E−04−1.351.21E−02Lesion < No LesionEUROIMAGE 1913076AK055112Hs.82503Homo sapiens cDNA FLJ30550 fis, clone4.84E−04−1.385.23E−03Lesion < No LesionBRAWH2001502AK055197Hs.77899Homo sapiens cDNA FLJ30635 fis, clone4.84E−04−1.411.73E−02Lesion < No LesionCTONG2002520AV719568Hs.289088EST4.84E−04−1.448.28E−04Lesion < No LesionBC009275Data not foundHomo sapiens, actin, beta, clone MGC: 106441.63E−04−1.515.05E−03Lesion < No LesionIMAGE: 3960255, mRNA, complete cdsBC000611Hs.48375Homo sapiens, small nuclear ribonucleoprotein4.84E−04−1.524.62E−06Lesion < No Lesionpolypeptide N, clone MGC: 1613 IMAGE: 3347412,mRNA, complete cdsBM804430Hs.181165ESTs, Highly similar to EFHU1 translation elongation5.24E−05−1.702.68E−04Lesion < No Lesionfactor eEF-1 alpha-1 chain - human [H. sapiens]BI430544Hs.103042ESTs4.84E−04−1.713.47E−04Lesion < No Lesion














TABLE 2








Gene Name



Expected



Classification info
Gene Accession
Gene Info
Score
Score
FDR















These genes are up-regulated in diabetic samples and down-regulated in non-diabetic samples.












AA936768
14N.7.D1
interleukin 1, alpha
2.3603
1.2098
0


NM_000600
7F.7.B6
interleukin 6 (interferon, beta 2)
2.2486
1.107
0


N98591
14N.7.C4
interleukin 6 (interferon, beta 2)
2.2175
1.0453
0


AA156031
14N.4.G12
metallothionein 2A
2.2161
1.0039
0


NM_001235
7R.9.A7
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
2.1753
0.9733
0




member 2


R21535
14N.2.A11
Hs. cDNA FLJ11724 fis, clone HEMBA1005331
2.1509
0.9516
0


NM_001235
7F.4.D7
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
2.119
0.9335
0




member 2


NM_001235
8R.2.D12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
2.0633
0.9188
0




member 2


NM_001235
7R.2.D3
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
2.049
0.9023
0




member 2


BF131637
7F.5.E2
metallothionein 2A
2.0338
0.888
0


NM_001235
7R.1.H3
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
2.0331
0.8753
0




member 2


AA936768
14N.7.C12
interleukin 1, alpha
2.026
0.863
0


NM_000600
9R.10.G7
interleukin 6 (interferon, beta 2)
2.0141
0.8524
0


NM_000600
7F.2.F2
interleukin 6 (interferon, beta 2)
2.0131
0.8437
0


NM_001235
7F.10.E5
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
2.0122
0.8349
0




member 2


NM_006216
12R.3.A3
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
2.0108
0.8267
0




activator inhibitor type 1), member 2


NM_006216
9R.7.G9
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.9914
0.8199
0.0128




activator inhibitor type 1), member 2


NM_001235
7R.10.F12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.9847
0.8136
0.0128




member 2


AA936768
14N.5.D1
interleukin 1, alpha
1.9827
0.8074
0.0128


NM_006216
8F.4.D3
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.9674
0.8015
0.0128




activator inhibitor type 1), member 2


NM_001552
7R.6.A2
insulin-like growth factor binding protein 4
1.9182
0.7955
0.0128


NM_001235
8R.5.E2
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.9084
0.7902
0.0128




member 2


NM_004530
7R.1.H4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.9069
0.7844
0.0128




IV collagenase)


NM_000600
7F.9.D11
interleukin 6 (interferon, beta 2)
1.9021
0.7792
0.0128


NM_001235
7R.7.B12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.9
0.7742
0.0128




member 2


NM_004530
8R.1.B12
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.8897
0.7694
0.0128




IV collagenase)


BM803108
7F.4.E7
ESTs
1.8888
0.765
0.0128


NM_006216
12F.3.C4
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.8833
0.761
0.0128




activator inhibitor type 1), member 2


NM_004530
7R.5.D5
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.8736
0.7566
0.0128




IV collagenase)


NHF
9R.10.H5

1.8731
0.7526
0.0128


NHF
7F.8.B7

1.8678
0.7487
0.0128


NM_001552
7F.2.B6
insulin-like growth factor binding protein 4
1.8626
0.7446
0.0128


NHF
9R.3.A11

1.8617
0.7408
0.0128


NM_006216
8F.9.E7
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.8602
0.7369
0.0128




activator inhibitor type 1), member 2


NM_004530
7R.2.F8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.8354
0.7332
0.0128




IV collagenase)


NM_006216
7F.2.A3
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.8293
0.7295
0.0128




activator inhibitor type 1), member 2


N98591
14N.5.C4
interleukin 6 (interferon, beta 2)
1.8119
0.7259
0.0128


NM_006216
8F.10.A8
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.8061
0.7222
0.0128




activator inhibitor type 1), member 2


NM_000600
7F.5.D4
interleukin 6 (interferon, beta 2)
1.8043
0.7193
0.0128


NM_004530
7R.9.G4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.8004
0.7161
0.0233




IV collagenase)


AA936768
14N.5.C12
interleukin 1, alpha
1.7784
0.7129
0.0233


NM_004530
7R.8.E8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7784
0.7099
0.0233




IV collagenase)


NM_000088
8F.9.G4
collagen, type I, alpha 1
1.777
0.707
0.0233


NM_004530
7R.6.C11
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7642
0.7043
0.0299




IV collagenase)


NM_023009
7F.2.D11
MARCKS-like protein
1.7612
0.7013
0.0299


NM_004530
7R.1.H1
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7564
0.6984
0.0299




IV collagenase)


NM_004530
8R.3.C9
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7526
0.6957
0.0299




IV collagenase)


NM_006216
8R.4.B7
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.7454
0.6934
0.0299




activator inhibitor type 1), member 2


NM_003670
9F.7.C8
basic helix-loop-helix domain containing, class B, 2
1.7382
0.6908
0.0299


T80495
14N.4.H12
Hs. clone 24707 mRNA sequence
1.7375
0.6882
0.0299


NM_002993
7F.3.E6
chemokine (C—X—C motif) ligand 6 (granulocyte chemotactic protein 2)
1.7348
0.6853
0.0299


NM_006756
9F.10.F12
transcription elongation factor A (SII), 1
1.7321
0.6825
0.0299


NM_006216
8R.10.A1
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.7275
0.6798
0.0299




activator inhibitor type 1), member 2


NM_004530
1F.1.G7
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7264
0.6774
0.0299




IV collagenase)


NM_004530
8F.3.H4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7255
0.6752
0.0299




IV collagenase)


NM_004530
7R.2.B9
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7202
0.673
0.0299




IV collagenase)


NM_004530
7R.3.B6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7193
0.671
0.0299




IV collagenase)


AI983239
14N.4.A9
Hs. cDNA FLJ32163 fis, clone PLACE6000371
1.7182
0.6688
0.0299


NHF
7R.1.C8

1.716
0.6665
0.0299


NM_005110
8F.7.G2
glutamine-fructose-6-phosphate transaminase 2
1.7125
0.6641
0.0299


NM_016950
7F.8.G3
testican 3
1.7106
0.6619
0.0299


NM_004530
7R.2.C6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7073
0.66
0.0299




IV collagenase)


NM_004530
7R.5.E7
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7049
0.6581
0.0299




IV collagenase)


NM_004530
8R.10.D10
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.7037
0.6564
0.0299




IV collagenase)


NM_000584
7F.8.G8
interleukin 8
1.7004
0.6542
0.0299


NM_004530
7R.3.G11
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6889
0.6521
0.0362




IV collagenase)


AK092836
1R.1.H3

Homo sapiens cDNA FLJ35517 fis, clone SPLEN2000698

1.6722
0.6501
0.0362


NM_006216
7F.6.A12
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.6666
0.6482
0.0556




activator inhibitor type 1), member 2


NHF
7R.10.E11

1.6639
0.6465
0.0556


NHF
8F.9.E4

1.6636
0.6448
0.0556


NHF
7F.10.G3

1.6521
0.6433
0.0822


NM_004530
9F.4.F10
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6436
0.6413
0.0823




IV collagenase)


NM_004530
7R.3.F8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6427
0.6398
0.0823




IV collagenase)


NM_004530
7R.5.C6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6355
0.6379
0.0823




IV collagenase)


NM_004530
7R.2.A7
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6342
0.6362
0.0823




IV collagenase)


NM_006216
8F.6.B8
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.6298
0.6346
0.0823




activator inhibitor type 1), member 2


NM_004530
8R.3.A11
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6214
0.6329
0.0823




IV collagenase)


NM_004530
7R.8.H8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.6185
0.6314
0.0824




IV collagenase)


NM_000104
12R.3.E7
cytochrome P450, subfamily I (dioxin-inducible), polypeptide 1
1.6088
0.6296
0.0824




(glaucoma 3, primary infantile)


NHF
9R.5.G4

1.6074
0.628
0.0824


NM_001235
8R.6.B12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.6063
0.6264
0.0824




member 2


NM_004530
7R.7.G7
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.5962
0.6249
0.0899




IV collagenase)


NM_006216
8R.3.A3
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.5928
0.6235
0.0899




activator inhibitor type 1), member 2


NM_004530
7R.3.D11
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.592
0.622
0.0899




IV collagenase)


NM_004530
7R.7.G8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.589
0.6203
0.0899




IV collagenase)


NM_004530
7R.4.E10
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.587
0.6187
0.0934




IV collagenase)


NHF
9R.5.A7

1.5857
0.6173
0.0934


NM_004966
7F.8.F5
heterogeneous nuclear ribonucleoprotein F
1.5768
0.6157
0.0968


NM_004530
7R.9.D7
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.5684
0.6143
0.0968




IV collagenase)


NHF
7F.1.H10

1.5594
0.6129
0.0969


AK025599
9F.10.E12
mannosidase, alpha, class 1A, member 1
1.5573
0.6116
0.0969


NM_004530
7R.8.G6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.5565
0.61
0.0969




IV collagenase)


NHF
7F.8.E7

1.5511
0.6088
0.0969


NM_004530
7R.7.H8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.5494
0.6073
0.0969




IV collagenase)


NM_002923
7R.9.F12
regulator of G-protein signalling 2, 24 kDa
1.5435
0.6061
0.105


NM_000088
7R.2.H9
collagen, type I, alpha 1
1.5432
0.6049
0.105


NHF
8F.9.G11

1.5399
0.6036
0.1106


NM_004530
9R.7.H8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.5393
0.6022
0.1106




IV collagenase)


NM_004530
7R.9.E8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.5375
0.6009
0.1106




IV collagenase)


NHF
8F.9.D4

1.5373
0.5995
0.1106


AW005755
14N.5.G8
macrophage migration inhibitory factor (glycosylation-inhibiting factor)
1.5156
0.5982
0.1458


NM_006216
8F.7.F6
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.5148
0.5968
0.1458




activator inhibitor type 1), member 2


NM_005110
8F.4.G2
glutamine-fructose-6-phosphate transaminase 2
1.5097
0.5955
0.157


AA873792
14N.8.D11
small inducible cytokine A5 (RANTES)
1.5056
0.5943
0.1585


U72621
7F.2.C12
pleiomorphic adenoma gene-like 1
1.5044
0.5931
0.1585


NM_004530
7R.9.E10
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.4992
0.5918
0.1613




IV collagenase)


NHF
8F.9.A12

1.4954
0.5906
0.164


AW078807
7R.10.H7
EST
1.489
0.5892
0.1705


NM_006216
8R.7.B1
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.4861
0.5879
0.1716




activator inhibitor type 1), member 2


NM_000358
7R.2.H8
transforming growth factor, beta-induced, 68 kDa
1.4853
0.5868
0.1716


AK054688
8F.5.F10

Homo sapiens cDNA FLJ30126 fis, clone BRACE1000114

1.4827
0.5856
0.1752


NM_001235
7R.5.G1
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.4812
0.5845
0.1752




member 2


BC007583
8R.3.B8

Homo sapiens, clone MGC: 15572 IMAGE: 3140342, mRNA, complete

1.4812
0.5833
0.1752




cds


NM_007041
7F.3.E3
arginyltransferase 1
1.4776
0.5823
0.1821


NM_000088
7R.3.B10
collagen, type I, alpha 1
1.4723
0.5812
0.1821


NM_000089
7R.7.H9
collagen, type I, alpha 2
1.4705
0.5801
0.1821


NM_004404
9R.7.F10
neural precursor cell expressed, developmentally down-regulated 5
1.4585
0.579
0.1901


NM_004530
7R.8.A9
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.4555
0.5779
0.2072




IV collagenase)


NM_001235
7R.10.C2
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.4527
0.5767
0.2072




member 2


NM_004530
7R.10.B8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.4497
0.5755
0.2072




IV collagenase)


NM_006216
9R.6.E12
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.449
0.5743
0.2072




activator inhibitor type 1), member 2


NM_001235
9R.4.H5
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.4394
0.5731
0.2273




member 2


NM_078467
9F.8.F8
cyclin-dependent kinase inhibitor 1A (p21, Cip1)
1.4376
0.5721
0.2273


NM_005110
8F.7.C8
glutamine-fructose-6-phosphate transaminase 2
1.4339
0.5711
0.229


NM_033251
8R.3.B11
ribosomal protein L13
1.4311
0.57
0.2298


U97105
7F.8.G12

Homo sapiens N2A3 mRNA, complete cds

1.4251
0.5691
0.2358


AI356451
14N.7.E9
CD19 antigen
1.4248
0.568
0.2358


BI430544
11F.1.H5
ESTs
1.4231
0.567
0.2358


BF732465
7F.6.G10
tissue inhibitor of metalloproteinase 2
1.4228
0.5659
0.2358


NM_001554
1R.1.H8
cysteine-rich, angiogenic inducer, 61
1.4205
0.5648
0.2373


NM_004530
7R.9.D3
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.4181
0.5637
0.2416




IV collagenase)


NHF
9R.5.A3

1.4076
0.5627
0.2527


NM_004530
7R.1.A3
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.4064
0.5617
0.2527




IV collagenase)


NM_078467
9R.1.B8
cyclin-dependent kinase inhibitor 1A (p21, Cip1)
1.4036
0.5606
0.2527


NM_004530
7R.1.G4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.402
0.5596
0.2527




IV collagenase)


NHF
9F.3.G4

1.401
0.5586
0.254


BQ890604
9R.6.A8

Homo sapiens URB mRNA, complete cds

1.3978
0.5577
0.2633


NM_002631
1F.1.D7
phosphogluconate dehydrogenase
1.3966
0.5566
0.2646


N94503
7F.4.G10
pregnancy-associated plasma protein A
1.3938
0.5555
0.267


AI400317
14N.3.H6
ESTs
1.3938
0.5545
0.267


NM_078467
8R.5.H3
cyclin-dependent kinase inhibitor 1A (p21, Cip1)
1.3917
0.5536
0.2708


NM_004530
7R.9.F4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.389
0.5526
0.2769




IV collagenase)


NM_000089
9R.8.F11
collagen, type I, alpha 2
1.3832
0.5517
0.2904


NM_001710
7F.6.G11
B-factor, properdin
1.3819
0.5508
0.2904


NM_004530
7R.6.D8
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.3766
0.5498
0.291




IV collagenase)


NHF
7R.1.C2

1.3755
0.5489
0.291


AA004368
14N.1.G12
hypothetical protein FLJ21269
1.3707
0.5481
0.298


NHF
7F.9.B10

1.3652
0.5471
0.3


BC007583
7R.4.E8

Homo sapiens, clone MGC: 15572 IMAGE: 3140342, mRNA, complete

1.3624
0.5462
0.3034




cds


BI430544
12R.1.F10
ESTs
1.3591
0.5454
0.3116


BC014836
7F.4.G11

Homo sapiens, mitochondrial ribosomal protein L3, clone MGC: 9373

1.3553
0.5445
0.3199




IMAGE: 3860982, mRNA, complete cds


W72329
14N.7.B12
lymphotoxin alpha (TNF superfamily, member 1)
1.3546
0.5435
0.3199


NHF
9R.3.C2

1.3544
0.5427
0.3199


NM_000584
7F.8.E11
interleukin 8
1.3537
0.5418
0.3199


NM_002993
7F.5.G8
chemokine (C—X—C motif) ligand 6 (granulocyte chemotactic protein 2)
1.3438
0.5409
0.3528


NM_002844
8F.8.F10
protein tyrosine phosphatase, receptor type, K
1.3435
0.54
0.3528


AA451863
14N.7.C11
CD4 antigen (p55)
1.3424
0.539
0.3528


AW772163
14N.1.B11
hypothetical protein FLJ20401
1.336
0.5381
0.3704


NM_000088
8F.5.D12
collagen, type I, alpha 1
1.332
0.5372
0.3784


BI430544
11F.1.H7
ESTs
1.3292
0.5362
0.3784


NM_002009
9R.7.D9
fibroblast growth factor 7 (keratinocyte growth factor)
1.3249
0.5352
0.3818


AA146772
14N.4.G10
2,5-oligoadenylate synthetase 1 (40-46 kD)
1.3231
0.5344
0.3879


H89562
14N.4.F7
hypothetical protein FLJ21817 similar to Rhoip2
1.3223
0.5337
0.3879


BC036075
1R.1.D10
PDZ domain protein GIPC2
1.322
0.5329
0.3879


NM_001964
9F.6.G6
early growth response 1
1.3187
0.5322
0.3884


NM_006216
8R.5.D8
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.3176
0.5313
0.3933




activator inhibitor type 1), member 2


NHF
7F.8.H7

1.316
0.5306
0.4031


T47442
14N.4.D10
protein C receptor, endothelial (EPCR)
1.3125
0.5296
0.4057


AA057156
14N.1.E7
interleukin 2 receptor, beta
1.3109
0.5287
0.4061


NM_004048
1R.1.G11
beta-2-microglobulin
1.3098
0.528
0.4069


NHF
8F.4.G9

1.3086
0.5271
0.4069


NM_004530
9R.8.D6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.3072
0.5263
0.4138




IV collagenase)


NM_002982
7F.4.H8
chemokine (C—C motif) ligand 2
1.3045
0.5255
0.4145


NM_006350
7F.3.E10
follistatin
1.304
0.5247
0.4145


NM_000089
8R.1.G3
collagen, type I, alpha 2
1.3017
0.5239
0.4195


NHF
9R.1.H3

1.3017
0.5231
0.4195


NHF
8F.1.G11

1.3003
0.5223
0.4262


NM_003254
7R.4.B12
tissue inhibitor of metalloproteinase 1 (erythroid potentiating activity,
1.2967
0.5216
0.4328




collagenase inhibitor)


W68141
14N.1.C8
protein kinase, cAMP-dependent, catalytic, alpha
1.2939
0.5208
0.4372


NM_004530
7R.9.F1
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.288
0.52
0.4544




IV collagenase)


NM_005803
7R.10.H8
flotillin 1
1.2856
0.5192
0.4566


T72877
14N.4.D8
EST
1.2832
0.5184
0.4634


NHF
7F.8.G5

1.2808
0.5176
0.4634


AA884967
14N.8.D7
nitric oxide synthase 3 (endothelial cell)
1.2806
0.5168
0.4634


AA520985
14N.2.G8
rab3 GTPase-activating protein, non-catalytic subunit (150 kD)
1.2765
0.516
0.4677


NHF
7F.4.G12

1.2763
0.5153
0.4677


NHF
9R.10.A1

1.2736
0.5146
0.474


BM756510
7F.5.G10
spermidine/spermine N1-acetyltransferase
1.2733
0.5139
0.474


NHF
9R.3.F7

1.2692
0.5132
0.4842


H82431
14N.2.G7
prospero-related homeobox 1
1.2671
0.5124
0.4923


NM_004417
9R.10.H7
dual specificity phosphatase 1
1.2657
0.5118
0.4923


NM_003842
1R.2.H12
tumor necrosis factor receptor superfamily, member 10b
1.2653
0.511
0.4923


AK074259
7F.1.H3

Homo sapiens cDNA FLJ30436 fis, clone BRACE2009037

1.265
0.5103
0.4923


NM_153373
8F.4.H10
hypothetical protein MGC15875
1.2649
0.5096
0.4923


BU626315
8F.9.D2
collagen, type V, alpha 1
1.2611
0.5088
0.5057


AA954921
14N.4.G11
ATP binding protein associated with cell differentiation
1.2608
0.5081
0.5057


NM_002982
7F.6.F3
chemokine (C—C motif) ligand 2
1.2581
0.5073
0.5076


AW083684
14N.4.A12
EST
1.2574
0.5067
0.5076


D83776
7F.8.D11
KIAA0191 protein
1.2561
0.506
0.5094


NHF
7R.2.G6

1.2551
0.5054
0.5094


NM_006216
8F.2.G11
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.2539
0.5048
0.515




activator inhibitor type 1), member 2


NM_000089
8F.5.G9
collagen, type I, alpha 2
1.2501
0.504
0.5342


NM_000584
7F.1.D11
interleukin 8
1.2491
0.5033
0.5342


NM_006088
7F.7.G6
tubulin, beta, 2
1.2485
0.5026
0.5342


NM_078467
8R.1.E10
cyclin-dependent kinase inhibitor 1A (p21, Cip1)
1.2476
0.502
0.5342


AK097395
7F.5.A10
superoxide dismutase 2, mitochondrial
1.2431
0.5012
0.5484


NM_004000
7F.4.G5
chitinase 3-like 2
1.2419
0.5005
0.5616


NHF
7F.9.E7

1.2399
0.4999
0.5616


BU626315
8F.7.D3
collagen, type V, alpha 1
1.2398
0.4992
0.5616


AJ238214
8F.1.B9
WD repeat domain 9
1.2352
0.4986
0.5664


BC015615
7R.6.G6

Homo sapiens, Similar to peroxisomal biogenesis factor 6, clone

1.2349
0.498
0.5664




MGC: 23066 IMAGE: 4840674, mRNA, complete cds


W02227
14N.1.H10
hypothetical protein MGC5391
1.2318
0.4973
0.569


AJ238214
8F.5.C6
WD repeat domain 9
1.231
0.4967
0.569


H22922
14N.4.H9
manic fringe homolog (Drosophila)
1.2305
0.496
0.569


NM_002026
7R.8.B8
fibronectin 1
1.2301
0.4953
0.569


NM_002659
9F.1.C8
plasminogen activator, urokinase receptor
1.2287
0.4948
0.5704


AV763779
7F.3.G4
WD-repeat protein
1.2276
0.4941
0.5753


BE963194
7F.8.H10
EST
1.2191
0.4935
0.6178


NM_000584
7F.4.D3
interleukin 8
1.2162
0.4928
0.6258


NM_002291
8R.7.C9
laminin, beta 1
1.2139
0.4922
0.6287


BI830199
8R.9.E11
likely ortholog of mouse Urb
1.2134
0.4914
0.6287


NM_032704
7R.6.A3
tubulin alpha 6
1.213
0.4908
0.6287


NHF
7F.8.A6

1.2127
0.4901
0.6287


NM_001997
1R.1.H11
Finkel-Biskis-Reilly murine sarcoma virus (FBR-MuSV) ubiquitously
1.2125
0.4895
0.6287




expressed (fox derived); ribosomal protein S30


NM_005110
8F.5.E12
glutamine-fructose-6-phosphate transaminase 2
1.2113
0.4888
0.6332


BU626315
8F.3.E7
collagen, type V, alpha 1
1.2086
0.4883
0.6505


AI432366
14N.3.H5
ESTs
1.2081
0.4876
0.6505


AK025773
12R.1.E3

Homo sapiens cDNA: FLJ22120 fis, clone HEP18874

1.2077
0.4869
0.6505


AV706813
7R.7.G1
ESTs, Highly similar to IPYR_HUMAN Inorganic pyrophosphatase
1.2013
0.4863
0.6752




(Pyrophosphate phospho-hydrolase) (PPase) [H. sapiens]


NM_000104
12F.2.G4
cytochrome P450, subfamily I (dioxin-inducible), polypeptide 1
1.2012
0.4857
0.6752




(glaucoma 3, primary infantile)


AF067170
7F.4.B2
endosulfine alpha
1.1975
0.485
0.6885


NM_005415
9F.2.H7
solute carrier family 20 (phosphate transporter), member 1
1.1968
0.4844
0.6885


NM_016306
7R.5.D11
DnaJ (Hsp40) homolog, subfamily B, member 11
1.1961
0.4837
0.6885


NM_004199
7R.2.H7
procollagen-proline, 2-oxoglutarate 4-dioxygenase (proline 4-
1.1959
0.4831
0.6885




hydroxylase), alpha polypeptide II


BU626315
8F.2.C5
collagen, type V, alpha 1
1.1952
0.4825
0.6885


NHF
7F.8.D6

1.1951
0.482
0.6885


NM_005347
8F.7.F2
heat shock 70 kDa protein 5 (glucose-regulated protein, 78 kDa)
1.193
0.4814
0.6941


NM_006307
7F.4.A3
sushi-repeat-containing protein, X chromosome
1.1894
0.4808
0.6994


BM690558
7R.6.G10
ESTs, Highly similar to interferon induced transmembrane protein 3 (1-
1.1873
0.4802
0.6994




8U); interferon-inducible [Homo sapiens] [H. sapiens]


NM_012425
8F.6.G8
Ras suppressor protein 1
1.187
0.4796
0.6994


AI359876
12F.2.C11
EST
1.1863
0.479
0.6994


AA448261
14N.1.F3
high-mobility group (nonhistone chromosomal) protein isoforms I and Y
1.1855
0.4784
0.6994


N95334
14N.3.F3
activin A receptor type II-like 1
1.1849
0.4778
0.6994


NHF
8R.4.F4

1.1843
0.4773
0.6994


AK025773
12F.3.H10

Homo sapiens cDNA: FLJ22120 fis, clone HEP18874

1.1842
0.4767
0.6994


AF506819
7R.9.F6

Homo sapiens URB mRNA, complete cds

1.1836
0.4762
0.6994


NM_021034
7R.1.C5
interferon induced transmembrane protein 3 (1-8U)
1.1812
0.4755
0.7123


NM_007040
7F.3.G1
E1B-55 kDa-associated protein 5
1.18
0.475
0.7134


NM_001235
8F.5.F1
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.1796
0.4744
0.7134




member 2


NHF
9F.6.H10

1.1788
0.4738
0.7134


A995402
14N.5.D12
colony stimulating factor 2 (granulocyte-macrophage)
1.1758
0.4732
0.7202


AA625981
14N.2.C5
FK506 binding protein 1A (12 kD)
1.1745
0.4727
0.7411


NHF
7F.6.F9

1.1711
0.472
0.7647


NM_001101
7R.5.G8
actin, beta
1.1677
0.4715
0.782


NHF
8F.8.E10

1.1667
0.4709
0.787


NM_003003
1F.1.H1
SEC14-like 1 (S. cerevisiae)
1.1632
0.4704
0.804


AA676848
14N.2.G11
far upstream element (FUSE) binding protein 1
1.1622
0.4699
0.8075


NM_000089
7R.7.H2
collagen, type I, alpha 2
1.1572
0.4693
0.8371


NHF
8R.1.E8

1.1535
0.4689
0.8521


NM_000521
8R.8.D8
hexosaminidase B (beta polypeptide)
1.1531
0.4682
0.8521


NM_152862
7F.6.F1
actin related protein 2/3 complex, subunit 2, 34 kDa
1.1503
0.4677
0.8624


AI273932
8F.7.G9
EST
1.1473
0.4671
0.8708


AB051510
1R.1.B11
deleted in liver cancer 1
1.1467
0.4666
0.8708


AJ318805
8F.8.F7
ESTs, Weakly similar to hypothetical protein FLJ20378 [Homo sapiens]
1.1461
0.466
0.8708




[H. sapiens]


NM_006290
7F.4.G6
tumor necrosis factor, alpha-induced protein 3
1.1453
0.4655
0.8708


AW088013
14N.4.A10
EST
1.1437
0.465
0.8926


NM_006216
8R.4.A3
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.1409
0.4645
0.9027




activator inhibitor type 1), member 2


NM_021874
9R.2.A8
cell division cycle 25B
1.1394
0.464
0.9027


AK097395
8F.3.D7
superoxide dismutase 2, mitochondrial
1.1375
0.4634
0.9087


NHF
8F.1.H8

1.1369
0.4629
0.9087


NM_004530
7R.6.D11
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.1347
0.4623
0.9171




IV collagenase)




serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen


NM_006216
7F.3.E5
activator inhibitor type 1), member 2
1.1293
0.4617
0.9733


NM_000584
7F.6.B4
interleukin 8
1.1264
0.4612
0.988


NM_001831
7R.10.H11
clusterin (complement lysis inhibitor, SP-40, 40, sulfated glycoprotein 2,
1.1225
0.4607
1.004




testosterone-repressed prostate message 2, apolipoprotein J)


NM_005402
8F.7.A6
v-ral simian leukemia viral oncogene homolog A (ras related)
1.1214
0.4601
1.0053


AK000724
12F.1.G12

Homo sapiens cDNA FLJ20717 fis, clone HEP18380

1.1199
0.4596
1.0144


NM_002966
7R.6.A11
S100 calcium binding protein A10 (annexin II ligand, calpactin I, light
1.1182
0.4591
1.0295




polypeptide (p11))


NM_005746
1R.2.H5
pre-B-cell colony-enhancing factor
1.1165
0.4585
1.0295


NHF
8F.7.F12

1.1164
0.4581
1.0295


NM_005720
8F.7.D12
actin related protein 2/3 complex, subunit 1B, 41 kDa
1.1162
0.4576
1.0295


NM_004530
7R.7.H12
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.1159
0.4571
1.0295




IV collagenase)


NM_001444
1R.1.H5
fatty acid binding protein 5 (psoriasis-associated)
1.1143
0.4566
1.0344


NHF
7R.3.G6

1.1136
0.4561
1.0381


NM_002982
9R.4.E6
chemokine (C—C motif) ligand 2
1.1123
0.4556
1.0418


NM_006216
8F.6.B2
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.1112
0.455
1.0432




activator inhibitor type 1), member 2


NM_000584
7F.1.C5
interleukin 8
1.1103
0.4545
1.0432


NM_021103
7R.3.F5
thymosin, beta 10
1.1099
0.454
1.0432


NM_003190
1F.1.A10
TAP binding protein (tapasin)
1.1092
0.4535
1.0432


NM_138271
12R.2.H8
alpha thalassemia/mental retardation syndrome X-linked (RAD54
1.1086
0.453
1.0432




homolog, S. cerevisiae)


NM_006307
8R.10.D11
sushi-repeat-containing protein, X chromosome
1.1081
0.4525
1.0432


AA857343
14N.4.G4
TAF15 RNA polymerase II, TATA box binding protein (TBP)-associated
1.1077
0.4521
1.0432




factor, 68 kD


BU626315
8F.10.F6
collagen, type V, alpha 1
1.1076
0.4516
1.0432


AV719568
1R.1.B6
EST
1.1069
0.4511
1.0432


NM_003816
7F.8.G10
a disintegrin and metalloproteinase domain 9 (meltrin gamma)
1.1065
0.4506
1.0432


BC008791
7R.4.D8

Homo sapiens, tubulin, beta 5, clone MGC: 4029 IMAGE: 3617988,

1.102
0.4501
1.0628




mRNA, complete cds


AB033056
1R.1.E12
PTPRF interacting protein, binding protein 1 (liprin beta 1)
1.0998
0.4496
1.0725


AK095469
7F.6.F12

Homo sapiens cDNA FLJ38150 fis, clone D9OST2004073

1.0978
0.449
1.0821


NHF
8F.7.D11

1.0971
0.4485
1.0831


AA884967
14N.6.D7
nitric oxide synthase 3 (endothelial cell)
1.0948
0.4481
1.091


BI430544
11F.1.F9
ESTs
1.0944
0.4476
1.091


NM_004434
7R.2.H12
echinoderm microtubule associated protein like 1
1.0942
0.4472
1.091


BQ009646
8F.6.E11
modulator recognition factor 2
1.0936
0.4467
1.0956


NHF
7R.1.E3

1.0924
0.4462
1.1


AB046844
7F.3.D6
G protein-coupled receptor 107
1.092
0.4457
1.1


NM_005402
8F.4.B8
v-ral simian leukemia viral oncogene homolog A (ras related)
1.0899
0.4452
1.101


NM_002421
12R.3.H11
matrix metalloproteinase 1 (interstitial collagenase)
1.0889
0.4447
1.1019


N54794
14N.1.C11
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
1.0873
0.4443
1.1333




activator inhibitor type 1), member 1


T86934
14N.7.B10
CD79A antigen (immunoglobulin-associated alpha)
1.083
0.4438
1.156


NM_000393
7R.7.G11
collagen, type V, alpha 2
1.0813
0.4432
1.1663


NM_005720
8F.10.A2
actin related protein 2/3 complex, subunit 1B, 41 kDa
1.0794
0.4427
1.1756


NM_001878
8F.8.C3
cellular retinoic acid binding protein 2
1.0788
0.4423
1.1756


NM_001235
9R.9.F12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.0786
0.4418
1.1756




member 2


NM_005720
8F.10.C6
actin related protein 2/3 complex, subunit 18, 41 kDa
1.0756
0.4412
1.197


NM_000584
7F.6.H6
interleukin 8
1.0754
0.4408
1.197


BI870836
8F.1.D1
ESTs, Moderately similar to 810024J URF 4 [Homo sapiens] [H. sapiens]
1.0724
0.4404
1.2248


NM_000584
7F.1.D1
interleukin 8
1.0722
0.44
1.2248


NM_006169
9R.10.G11
nicotinamide N-methyltransferase
1.0716
0.4395
1.2248


AI813947
7F.1.D5
ESTs, Highly similar to ribosomal protein S2; 40S ribosomal protein S2
1.0711
0.439
1.2248




[Homo sapiens] [H. sapiens]


M14219
7F.5.F12
Human chondroitin/dermatan sulfate proteoglycan (PG40) core protein
1.0704
0.4385
1.2265




mRNA, complete cds


N68859
14N.7.G4
intercellular adhesion molecule 1 (CD54), human rhinovirus receptor
1.0689
0.438
1.2397


AK097395
7F.10.E3
superoxide dismutase 2, mitochondrial
1.0678
0.4375
1.2449


NM_021111
7F.8.G6
reversion-inducing-cysteine-rich protein with kazal motifs
1.0659
0.437
1.2534


AA102526
14N.7.C2
interleukin 8
1.0655
0.4365
1.2534


NM_006335
7R.7.G2
translocase of inner mitochondrial membrane 17 homolog A (yeast)
1.0655
0.4361
1.2534


NM_003029
7R.6.A8
SHC (Src homology 2 domain containing) transforming protein 1
1.0642
0.4356
1.2629


AA454607
14N.1.H8
BRIX
1.0638
0.4351
1.2629


NM_000980
7R.6.A4
ribosomal protein L18a
1.0633
0.4347
1.2629


AA039932
14N.7.A12
thromboxane A2 receptor
1.0624
0.4343
1.2646


NM_005347
7F.6.G6
heat shock 70 kDa protein 5 (glucose-regulated protein, 78 kDa)
1.0614
0.4338
1.2665


NM_004369
7F.1.E9
collagen, type VI, alpha 3
1.0608
0.4334
1.2665


NM_002707
7F.6.F2
protein phosphatase 1G (formerly 2C), magnesium-dependent, gamma
1.0602
0.433
1.2665




isoform


N68859
14N.5.G4
intercellular adhesion molecule 1 (CD54), human rhinovirus receptor
1.0601
0.4326
1.2665


NM_006307
8R.4.B10
sushi-repeat-containing protein, X chromosome
1.0591
0.4321
1.2665


AI620703
8F.3.C7
ESTs, Moderately similar to 0512543A oxidase II, cytochrome [Homo
1.0586
0.4317
1.2665





sapiens] [H. sapiens]



NM_002508
8R.3.G11
nidogen (enactin)
1.0579
0.4312
1.2665


AI311932
14N.3.B3
glia maturation factor, gamma
1.0578
0.4308
1.2665


BI830199
8R.1.E11
likely ortholog of mouse Urb
1.0573
0.4303
1.2692


AW148618
9R.7.D1
EST, Moderately similar to 810024E cytochrome oxidase III [Homo
1.056
0.4299
1.2768





sapiens] [H. sapiens]



NHF
9F.3.A3

1.0559
0.4295
1.2768


NHF
8F.1.G7

1.0535
0.4291
1.3056


BI830199
8R.1.D6
likely ortholog of mouse Urb
1.0521
0.4287
1.3151


NHF
7F.1.H5

Homo sapiens, Similar to helicase-like protein NHL, clone MGC: 665

1.0516
0.4283
1.3151


BC000673
7R.1.B1
IMAGE: 3347926, mRNA, complete cds
1.0509
0.4278
1.3176


W80688
14N.1.H6
KIAA0852 protein
1.0497
0.4274
1.322


NM_006435
7R.7.B10
interferon induced transmembrane protein 2 (1-8D)
1.0493
0.427
1.322


NM_015380
7F.3.D8
CGI-51 protein
1.0491
0.4266
1.322


AA102526
14N.5.C3
interleukin 8
1.0481
0.4262
1.3312


NM_006307
8R.4.H12
sushi-repeat-containing protein, X chromosome
1.0474
0.4258
1.333


AW148618
8R.9.A4
EST, Moderately similar to 810024E cytochrome oxidase III [Homo
1.0464
0.4254
1.3354





sapiens] [H. sapiens]



NHF
8R.8.H3

1.0406
0.425
1.3904


BC011620
7F.8.F8
hypothetical protein MGC2668
1.0404
0.4245
1.3904


NM_002290
9R.7.H12
laminin, alpha 4
1.04
0.4241
1.3904


NM_006325
8F.10.G7
RAN, member RAS oncogene family
1.0399
0.4238
1.3904


NM_001533
1R.1.D11
heterogeneous nuclear ribonucleoprotein L
1.0392
0.4233
1.3926


H02884
14N.3.B12
cadherin 5, type 2, VE-cadherin (vascular epithelium)
1.0385
0.423
1.3939


NM_000584
7F.6.H9
interleukin 8
1.0378
0.4226
1.3941


AA626356
14N.2.F7
ubiquitin specific protease 18
1.0362
0.4221
1.4087


AF116718
8F.2.B4
hypothetical protein PRO2900
1.0357
0.4218
1.4109


NM_012242
9F.1.G12
dickkopf homolog 1 (Xenopus laevis)
1.0346
0.4213
1.4234


AI334914
14N.5.E12
integrin, alpha 2b (platelet glycoprotein IIb of IIb/IIIa complex, antigen
1.0328
0.4209
1.4379




CD41B)


NM_002290
8R.1.G9
laminin, alpha 4
1.0325
0.4205
1.4379


AJ131244
8F.5.G6
SEC24 related gene family, member A (S. cerevisiae)
1.0305
0.4201
1.4423


NM_002982
8R.9.A2
chemokine (C—C motif) ligand 2
1.0305
0.4197
1.4423


NM_000584
7F.2.D12
interleukin 8
1.0303
0.4193
1.4423


NHF
7R.5.G11

1.0301
0.4189
1.4423


R16547
14N.1.F12
hypothetical protein BC014339
1.028
0.4185
1.4495


AI652836
14N.7.F11
T cell activation, increased late expression
1.0278
0.4181
1.4495


NM_004000
7F.7.E10
chitinase 3-like 2
1.0268
0.4178
1.4607


NM_001122
12F.2.G3
adipose differentiation-related protein
1.0268
0.4174
1.4607


NHF
7R.10.H5

1.0264
0.417
1.4607


AI961881
14N.4.C3
SEC13-like 1 (S. cerevisiae)
1.0262
0.4166
1.4607


NM_002852
9R.5.B1
pentaxin-related gene, rapidly induced by IL-1 beta
1.0256
0.4162
1.4608


AK025773
7F.8.D8

Homo sapiens cDNA: FLJ22120 fis, clone HEP18874

1.0231
0.4158
1.4883


NHF
8F.8.C12

1.0227
0.4154
1.4883


AL832199
1R.1.C7
hypothetical protein FLJ30829
1.0218
0.415
1.501


NHF
7R.1.B5

1.0214
0.4147
1.501


NM_003191
12R.1.F12
threonyl-tRNA synthetase
1.0207
0.4143
1.5104


AA629264
14N.2.G3
pleckstrin homology, Sec7 and coiled/coil domains 3
1.0194
0.4139
1.5104


N25262
14N.1.G11
hypothetical protein FLJ10607 similar to glucosamine-phosphate N-
1.0192
0.4136
1.5104




acetyltransferase


AA192691
8F.5.A1
EST
1.0189
0.4132
1.5104


NM_015185
1R.1.A11
Cdc42 guanine nucleotide exchange factor (GEF) 9
1.0185
0.4128
1.5104


NM_005803
8F.10.F7
flotillin 1
1.0183
0.4124
1.5104


NHF
7F.8.G11

1.0181
0.4119
1.5104


NM_003246
1R.2.B8
thrombospondin 1
1.018
0.4115
1.5104


NM_000584
7F.4.E10
interleukin 8
1.0176
0.4111
1.5104


NHF
7F.1.B11

1.0172
0.4107
1.5104


NM_004530
7R.9.D4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
1.017
0.4103
1.5104




IV collagenase)


NM_005063
8F.5.F12
stearoyl-CoA desaturase (delta-9-desaturase)
1.0165
0.4099
1.5113


NM_006745
9F.10.G7
sterol-C4-methyl oxidase-like
1.0141
0.4095
1.5254


NM_002160
7F.5.G6
tenascin C (hexabrachion)
1.0139
0.4092
1.5254


AK026408
7F.6.D8

Homo sapiens cDNA: FLJ22755 fis, clone KAIA0769

1.0123
0.4088
1.5394


AA423867
14N.1.E8
multimerin
1.0098
0.4084
1.5569


NM_005420
8R.4.B11
sulfotransferase, estrogen-preferring
1.0093
0.408
1.5569


NHF
8F.4.G12

1.0093
0.4076
1.5569


NHF
7R.8.D7

1.0079
0.4072
1.579


NM_007178
7F.1.H12
unr-interacting protein
1.0069
0.4068
1.5804


NM_001711
7R.6.G9
biglycan
1.0064
0.4065
1.5804


NHF
7F.8.F11

1.0061
0.4061
1.5804


NHF
8R.1.D3

1.0048
0.4057
1.5896


AK092836
12R.3.B10

Homo sapiens cDNA FLJ35517 fis, clone SPLEN2000698

1.0037
0.4054
1.5896


AA666269
14N.6.C11
integrin, beta 3 (platelet glycoprotein IIIa, antigen CD61)
1.0036
0.405
1.5896


D86961
1F.1.D6
lipoma HMGIC fusion partner-like 2
1.0033
0.4046
1.5896


AB037793
9F.3.F12
KIAA1372 protein
1.0027
0.4042
1.5896


NM_021129
12R.3.H7
pyrophosphatase (inorganic)
1.0024
0.4039
1.5903


NM_024583
12F.1.H3
hypothetical protein FLJ23142
1.0014
0.4035
1.5996


AK000847
12F.3.G1
zinc finger protein 236
1.001
0.4032
1.6004


BG036466
8R.9.H10
cyclin fold protein 1
0.9999
0.4028
1.6073


NM_001616
12F.3.C12
activin A receptor, type II
0.9987
0.4025
1.6073


BE963194
7F.4.B5
EST
0.9987
0.4021
1.6073


NM_003246
8R.10.E4
thrombospondin 1
0.9986
0.4018
1.6073


NM_001780
8F.1.G8
CD63 antigen (melanoma 1 antigen)
0.9985
0.4014
1.6073


BC008330
9F.2.D3

Homo sapiens, tubulin alpha 1, clone MGC: 15803 IMAGE: 3505537,

0.9983
0.4011
1.6073




mRNA, complete cds


AK022804
7F.5.H9

Homo sapiens cDNA FLJ12742 fis, clone NT2RP2000644

0.9974
0.4008
1.6098


NHF
8R.8.H11

0.9966
0.4004
1.6103


NM_004791
8R.9.G7
integrin, beta-like 1 (with EGF-like repeat domains)
0.9965
0.4001
1.6103


NM_000981
7R.2.H10
ribosomal protein L19
0.9955
0.3998
1.6146


AL833600
7R.8.E11
dynein, cytoplasmic, heavy polypeptide 1
0.9942
0.3994
1.6349


NM_000701
7F.10.A12
ATPase, Na+/K+ transporting, alpha 1 polypeptide
0.9938
0.399
1.6362


NM_153649
12F.2.F6
tropomyosin 3
0.9934
0.3987
1.6362


NM_000584
7F.9.H8
interleukin 8
0.993
0.3983
1.6412


NM_005420
8R.6.G3
sulfotransferase, estrogen-preferring
0.9919
0.3979
1.6425


BF811751
8F.8.A8

Homo sapiens, clone IMAGE: 4074138, mRNA

0.9916
0.3975
1.6425


BI830199
8R.7.F9
likely ortholog of mouse Urb
0.9906
0.3972
1.6518


NM_005878
8R.10.G1
trinucleotide repeat containing 3
0.9894
0.3968
1.6594


NM_005625
7F.8.A11
syndecan binding protein (syntenin)
0.9878
0.3964
1.6765


NM_000584
7F.10.F8
interleukin 8
0.986
0.3961
1.7089


AV700889
12R.1.C3
ESTs
0.9857
0.3958
1.7089


NM_003288
7F.2.A5
tumor protein D52-like 2
0.9853
0.3954
1.7089


AI273932
8F.8.G9
EST
0.9845
0.3951
1.7108


R19276
14N.6.C6
cholesteryl ester transfer protein, plasma
0.9842
0.3948
1.7108


AA487223
14N.4.E11
synovial sarcoma translocation gene
0.9837
0.3944
1.7121


M55580
7F.9.E12
Human spermidine/spermine N1-acetyltransferase mRNA, complete cds
0.9824
0.394
1.725


AA284954
14N.5.C8
colony stimulating factor 1 receptor, formerly McDonough feline
0.9816
0.3937
1.7259




sarcoma viral (v-fms) oncogene homolog


NHF
7F.8.E12

0.9815
0.3934
1.7259


NM_005063
8F.8.G8
stearoyl-CoA desaturase (delta-9-desaturase)
0.9785
0.3931
1.7546


AK092774
7R.9.B3
ribosomal protein, large P2
0.9781
0.3928
1.7546


NM_000944
11F.1.H3
protein phosphatase 3 (formerly 2B), catalytic subunit, alpha isoform
0.9778
0.3924
1.7546




(calcineurin A alpha)


NM_006432
7R.6.H11
Niemann-Pick disease, type C2
0.9776
0.392
1.7546


AA181233
14N.4.F11
ESTs
0.9768
0.3917
1.7599


BI830199
8R.10.A10
likely ortholog of mouse Urb
0.975
0.3913
1.7717


NM_000584
7F.8.E3
interleukin 8
0.9749
0.391
1.7717


NM_003029
7R.1.H12
SHC (Src homology 2 domain containing) transforming protein 1
0.9742
0.3907
1.7737


NM_006009
7F.2.G1
tubulin, alpha 3
0.9734
0.3904
1.7821


NM_003479
7F.3.D10
protein tyrosine phosphatase type IVA, member 2
0.9726
0.3901
1.7821


NM_001530
9R.1.C1
hypoxia-inducible factor 1, alpha subunit (basic helix-loop-helix
0.9725
0.3897
1.7821




transcription factor)


AI620865
8F.10.G3
EST, Moderately similar to 810024J URF 4 [Homo sapiens] [H. sapiens]
0.97
0.3894
1.8055


NM_002421
8R.6.D12
matrix metalloproteinase 1 (interstitial collagenase)
0.97
0.389
1.8055


AF495759
7R.3.D9

Homo sapiens unknown mRNA

0.9687
0.3887
1.8147


NM_003330
8R.1.D7
thioredoxin reductase 1
0.9677
0.3884
1.8392


NM_002982
7F.2.E4
chemokine (C—C motif) ligand 2
0.9672
0.3881
1.8392


NHF
8F.1.C9

0.9671
0.3877
1.8392


AA412509
14N.2.C8
EH-domain containing 4
0.9642
0.3874
1.8699


NHF
12R.1.F8

0.9641
0.3871
1.8699


AK094541
7F.6.D9

Homo sapiens cDNA FLJ37222 fis, clone BRAMY1000130, highly

0.9639
0.3867
1.8699




similar to Homo sapiens MAGE-E1b mRNA


NM_021874
7R.4.F3
cell division cycle 25B
0.9638
0.3864
1.8699


AA457474
14N.4.F12
receptor (calcitonin) activity modifying protein 2
0.9635
0.3861
1.8699


BE966413
11R.1.F12
EST
0.9631
0.3857
1.8699


AL832838
7R.7.A8
hypothetical protein FLJ13952
0.9631
0.3854
1.8699


BC007583
7R.5.C9

Homo sapiens, clone MGC: 15572 IMAGE: 3140342, mRNA, complete

0.9615
0.385
1.8856




cds


NM_005720
8F.2.B9
actin related protein 2/3 complex, subunit 1B, 41 kDa
0.9601
0.3847
1.8969


NHF
11F.1.H10

0.9601
0.3844
1.8969


N94616
14N.2.A2
laminin, alpha 4
0.9586
0.3841
1.9067


AK091661
7R.7.H1
dynactin 3 (p22)
0.9585
0.3837
1.9067


NM_006307
8R.2.D6
sushi-repeat-containing protein, X chromosome
0.9582
0.3834
1.9067


NHF
7F.8.G1

0.9574
0.383
1.9078


AK091360
1R.1.D7
APC11 anaphase promoting complex subunit 11 homolog (yeast)
0.9573
0.3827
1.9078


NM_005324
12F.3.H6
H3 histone, family 3B (H3.3B)
0.9558
0.3824
1.9214


NM_005110
8F.5.C8
glutamine-fructose-6-phosphate transaminase 2
0.9555
0.3821
1.9214


NHF
7F.1.E1

0.9554
0.3817
1.9214


NHF
9R.3.G6

0.9549
0.3814
1.9214


NM_000584
8R.4.D11
interleukin 8
0.9548
0.381
1.9214


NM_000308
8F.10.B5
protective protein for beta-galactosidase (galactosialidosis)
0.9546
0.3807
1.9214


NM_000088
7R.1.D9
collagen, type I, alpha 1
0.9545
0.3804
1.9214


NHF
7R.8.A12

0.9543
0.3801
1.9214


AI754813
8F.7.E2
collagen, type V, alpha 1
0.9533
0.3797
1.925


AA481464
14N.2.A9
peptidylprolyl isomerase B (cyclophilin B)
0.9533
0.3794
1.925


NM_000201
9R.8.A6
intercellular adhesion molecule 1 (CD54), human rhinovirus receptor
0.9523
0.379
1.925


NM_000584
7F.6.C3
interleukin 8
0.9523
0.3787
1.925


R19276
14N.8.C6
cholesteryl ester transfer protein, plasma
0.9521
0.3784
1.925


AW665223
14N.1.B6
adenylate kinase 5
0.951
0.3781
1.9365


NM_006435
7F.1.A1
interferon induced transmembrane protein 2 (1-8D)
0.9491
0.3778
1.9556


NM_001022
1R.1.G12
ribosomal protein S19
0.9491
0.3775
1.9556


AJ238214
8F.2.G9
WD repeat domain 9
0.9482
0.3772
1.9625


NHF
9F.5.H12

0.9475
0.3769
1.9642


AK000745
12R.2.G7

Homo sapiens mRNA; cDNA DKFZp564C1563 (from clone

0.9471
0.3766
1.9642




DKFZp564C1563)


NM_024835
11F.1.H6
C3HC4-type zinc finger protein
0.9465
0.3763
1.9642


BU536672
1R.1.E6

Homo sapiens mRNA; cDNA DKFZp586O1224 (from clone

0.9464
0.376
1.9642




DKFZp586O1224)


BU684939
12R.1.C4
ESTs
0.9456
0.3756
1.9702


AW148618
8R.2.H2
EST, Moderately similar to 810024E cytochrome oxidase III [Homo
0.9442
0.3754
1.9867





sapiens] [H. sapiens]



AI700484
14N.1.A9
hypothetical protein FLJ14050
0.9436
0.3751
1.9897


NM_023032
7F.6.B10
methyltransferase-like 1
0.9431
0.3748
1.9897


NM_003254
7F.1.H1
tissue inhibitor of metalloproteinase 1 (erythroid potentiating activity,
0.943
0.3745
1.9897




collagenase inhibitor)


NHF
12R.1.D1

0.9373
0.3742
2.0747


NM_006014
8F.10.B10
DNA segment on chromosome X (unique) 9879 expressed sequence
0.9365
0.3738
2.0903


BF965170
7R.4.D10
interferon induced transmembrane protein 3 (1-8U)
0.9363
0.3735
2.0903


NHF
9R.3.D5

0.9356
0.3732
2.0991


AW005755
14N.7.G8
macrophage migration inhibitory factor (glycosylation-inhibiting factor)
0.9349
0.3729
2.1004


NM_004419
8R.10.D12
dual specificity phosphatase 5
0.9342
0.3726
2.1031


AI612803
8R.9.D12
EST
0.9327
0.3723
2.1186


NM_003029
7R.5.H2
SHC (Src homology 2 domain containing) transforming protein 1
0.9326
0.372
2.1186


NM_004369
8F.2.G2
collagen, type VI, alpha 3
0.932
0.3717
2.1206


AW166001
8R.9.B4
EST, Weakly similar to 810024E cytochrome oxidase III [Homo sapiens]
0.9317
0.3714
2.1211




[H. sapiens]


NM_004530
8R.1.C11
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
0.9312
0.3711
2.1224




IV collagenase)


BE736438
7R.8.D10
ESTs, Highly similar to A29170 phosphopyruvate hydratase (EC
0.9305
0.3709
2.1289




4.2.1.11) alpha - human [H. sapiens]


NHF
9F.3.C2

0.9301
0.3705
2.1289


NM_007361
7R.2.G10
nidogen 2 (osteonidogen)
0.93
0.3701
2.1289


NM_002074
9F.10.E10
guanine nucleotide binding protein (G protein), beta polypeptide 1
0.9291
0.3699
2.1457


NM_004238
9F.6.D3
thyroid hormone receptor interactor 12
0.9287
0.3695
2.1469


AA192691
8F.9.D9
EST
0.9264
0.3692
2.1729


BC001805
12R.1.D3

Homo sapiens, clone IMAGE: 3543670, mRNA, partial cds

0.9261
0.3689
2.1729


NM_000089
8F.10.E3
collagen, type I, alpha 2
0.9257
0.3686
2.1729


BC019019
7R.7.F1

Homo sapiens, WAS protein family, member 1, clone MGC: 20657

0.9253
0.3683
2.1729




IMAGE: 3841135, mRNA, complete cds


NM_005720
7R.1.B4
actin related protein 2/3 complex, subunit 1B, 41 kDa
0.9251
0.368
2.1729


NM_001530
12R.3.A11
hypoxia-inducible factor 1, alpha subunit (basic helix-loop-helix
0.9247
0.3678
2.1729




transcription factor)


BI430544
11F.1.C11
ESTs
0.9245
0.3675
2.1729


AA191645
8R.10.H6
ESTs, Moderately similar to ribosomal protein S2; 40S ribosomal protein
0.9239
0.3672
2.1765




S2 [Homo sapiens] [H. sapiens]


AW779971
14N.1.B12
ESTs, Weakly similar to hypothetical protein FLJ20378 [Hs.] [H. sapiens]
0.9239
0.3669
2.1765


NM_000358
7R.10.H6
transforming growth factor, beta-induced, 68 kDa
0.9231
0.3666
2.1838


NM_005628
7R.5.D7
solute carrier family 1 (neutral amino acid transporter), member 5
0.9221
0.3663
2.1925


AA453774
14N.1.D9
regulator of G-protein signalling 16
0.9218
0.366
2.1936


X69392
7R.6.G5
H. sapiens mRNA for ribosomal protein L26
0.9175
0.3657
2.2527


NM_002356
8F.6.D7
myristoylated alanine-rich protein kinase C substrate
0.9174
0.3654
2.2527


BU626315
8F.7.D1
collagen, type V, alpha 1
0.9154
0.3651
2.2828


NM_002993
9R.7.H10
chemokine (C—X—C motif) ligand 6 (granulocyte chemotactic protein 2)
0.9145
0.3648
2.2848


NM_000365
7R.4.F7
triosephosphate isomerase 1
0.9143
0.3645
2.2848


AA873792
14N.6.D11
small inducible cytokine A5 (RANTES)
0.9136
0.3642
2.2972


NM_020650
7R.5.F1
hypothetical protein LOC57333
0.913
0.364
2.3001


NHF
8F.4.G3

0.9121
0.3637
2.3193


BI430544
12R.2.G9
ESTs
0.9115
0.3634
2.3277


AA485883
14N.4.E2
von Willebrand factor
0.9097
0.3632
2.3407


AA489314
14N.4.D12
gp25L2 protein
0.9095
0.3629
2.3407


NHF
7F.3.E7

0.9092
0.3626
2.3407


NM_016522
9R.1.F11
neurotrimin
0.9088
0.3623
2.3407


NM_002982
7F.7.D9
chemokine (C—C motif) ligand 2
0.9087
0.362
2.3407


AV694354
7F.6.H5
KIAA1671 protein
0.9081
0.3617
2.3407


AA406585
14N.1.D7
Lysosomal-associated multispanning membrane protein-5
0.9081
0.3614
2.3407


AK095169
8F.6.E8

Homo sapiens cDNA FLJ37850 fis, clone BRSSN2013733, weakly

0.9079
0.3611
2.3407




similar to Homo sapiens mRNA for ALEX1


NM_002982
7F.10.B10
chemokine (C—C motif) ligand 2
0.9077
0.3609
2.3407


NM_000584
7F.2.G10
interleukin 8
0.907
0.3606
2.3486


NM_003246
8R.1.E9
thrombospondin 1
0.9059
0.3603
2.3606


AA775616
14N.8.C10
secreted phosphoprotein 1 (osteopontin, bone sialoprotein I, early T-
0.9059
0.36
2.3606




lymphocyte activation 1)


NHF
7F.9.B1

0.905
0.3598
2.3719


NM_005878
8F.2.D8
trinucleotide repeat containing 3
0.9047
0.3595
2.3719


NM_003246
9R.8.H2
thrombospondin 1
0.9025
0.3592
2.416


NM_000584
7F.8.D12
interleukin 8
0.902
0.3589
2.4202


NM_002356
12F.2.A2
myristoylated alanine-rich protein kinase C substrate
0.9019
0.3587
2.4202


AA156022
14N.4.G2
roundabout homolog 4, magic roundabout (Drosophila)
0.9017
0.3584
2.4202


NM_005324
12F.1.G6
H3 histone, family 3B (H3.3B)
0.901
0.3581
2.4268


BI830199
9R.6.D7
likely ortholog of mouse Urb
0.901
0.3578
2.4268


AJ237724
8R.7.B8
solute carrier family 19 (thiamine transporter), member 2
0.9006
0.3575
2.4282


NM_003842
7F.10.B6
tumor necrosis factor receptor superfamily, member 10b
0.9003
0.3572
2.4308


NM_020529
7F.6.D1
nuclear factor of kappa light polypeptide gene enhancer in B-cells
0.8976
0.3569
2.4743




inhibitor, alpha


NM_000358
7R.8.F11
transforming growth factor, beta-induced, 68 kDa
0.8955
0.3567
2.4969


BE963194
8R.1.A1
EST
0.8954
0.3564
2.4969


NM_053275
7F.6.B8
ribosomal protein, large, P0
0.8953
0.3562
2.4969


NM_000584
8R.3.E1
interleukin 8
0.894
0.3559
2.5106


AW007736
9R.10.F6
UDP-glucose ceramide glucosyltransferase
0.8934
0.3556
2.5235


AI334914
14N.7.E12
integrin, alpha 2b (platelet glycoprotein IIb of IIb/IIIa complex, antigen
0.8931
0.3554
2.5235




CD41B)


BC004215
8R.10.A2

Homo sapiens, eukaryotic translation elongation factor 1 gamma, clone

0.8919
0.3551
2.5367




MGC: 4501 IMAGE: 2964623, mRNA, complete cds


NM_006088
8R.7.G4
tubulin, beta, 2
0.8918
0.3548
2.5367


NHF
8F.1.G4

0.8915
0.3546
2.5367


AA608531
14N.4.G3
hypothetical protein DJ667H12.2
0.8906
0.3543
2.5367


BF976811
12R.1.B6
leucyl-tRNA synthetase
0.8905
0.354
2.5367


NM_006216
8F.3.E1
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
0.8904
0.3537
2.5367




activator inhibitor type 1), member 2


BF247987
8R.10.B6
tumor up-regulated CARD-containing antagonist of caspase nine
0.8903
0.3535
2.5367


AA284495
14N.1.D6
mesoderm development candidate 2
0.8901
0.3532
2.5367


BC007583
8R.8.G9

Homo sapiens, clone MGC: 15572 IMAGE: 3140342, mRNA, complete

0.89
0.3529
2.5367




cds


NM_002356
12R.1.G8
myristoylated alanine-rich protein kinase C substrate
0.889
0.3527
2.5528


NM_005520
7F.8.B6
heterogeneous nuclear ribonucleoprotein H1 (H)
0.8887
0.3524
2.5528


NM_005803
8F.9.G1
flotillin 1
0.8881
0.3521
2.5528


NHF
9R.2.D10

0.8875
0.3518
2.5568


NM_004530
8R.10.D6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
0.8871
0.3515
2.5568




IV collagenase)


AA147552
14N.2.A1
ESTs
0.887
0.3512
2.5568


AW166001
9R.5.G6
EST, Weakly similar to 810024E cytochrome oxidase III [Homo sapiens]
0.8859
0.3509
2.5694




[H. sapiens]


NM_000365
7R.10.G11
triosephosphate isomerase 1
0.8853
0.3506
2.5742


NM_001122
12F.2.F3
adipose differentiation-related protein
0.8848
0.3503
2.5783


AK098378
12F.1.B7

Homo sapiens cDNA FLJ25512 fis, clone CBR06118

0.8844
0.3501
2.5788


NM_000584
7F.5.C5
interleukin 8
0.8838
0.3498
2.5804


NM_012335
7R.6.E5
myosin IF
0.8836
0.3496
2.5804


NM_000393
9F.9.A3
collagen, type V, alpha 2
0.8829
0.3493
2.5821


NM_007075
7R.9.B10
JM5 protein
0.8826
0.349
2.5838


BI830199
8R.3.B7
likely ortholog of mouse Urb
0.8819
0.3487
2.5944


NHF
8R.4.C7

0.8816
0.3484
2.5944


NM_000701
1F.1.E5
ATPase, Na+/K+ transporting, alpha 1 polypeptide
0.8809
0.3482
2.608


AW166001
8R.1.F9
EST, Weakly similar to 810024E cytochrome oxidase III [Homo sapiens]
0.8802
0.3479
2.6375




[H. sapiens]


AW148618
9F.4.E11
EST, Moderately similar to 810024E cytochrome oxidase III [Homo
0.8796
0.3476
2.6387





sapiens] [H. sapiens]



BM804630
7F.4.H7
Human HepG2 3 region cDNA, clone hmd6c02
0.8789
0.3474
2.6387


NM_005720
8F.4.E10
actin related protein 2/3 complex, subunit 1B, 41 kDa
0.8788
0.3471
2.6387


NM_000584
7F.10.C7
interleukin 8
0.8787
0.3469
2.6387


BI430544
12R.3.F1
ESTs
0.8786
0.3466
2.6387


NM_002229
9R.2.A5
jun B proto-oncogene
0.8783
0.3464
2.6387


AA485428
14N.1.G10
KIAA0620 protein
0.8783
0.3461
2.6387


AW192258
8R.4.F1
sprouty homolog 4 (Drosophila)
0.8778
0.3459
2.6439


NM_001530
9F.5.E6
hypoxia-inducible factor 1, alpha subunit (basic helix-loop-helix
0.877
0.3456
2.6537




transcription factor)


NM_001530
12R.1.G5
hypoxia-inducible factor 1, alpha subunit (basic helix-loop-helix
0.8763
0.3453
2.6594




transcription factor)


BI830199
8R.8.B7
likely ortholog of mouse Urb
0.8757
0.345
2.6637


BF247987
8R.4.F2
tumor up-regulated CARD-containing antagonist of caspase nine
0.8755
0.3448
2.6637


NHF
9R.3.G9

0.8734
0.3445
2.7033


AK098212
8F.1.G10
hypothetical protein FLJ10359
0.8722
0.3442
2.7242


NHF
12R.2.F1

0.8721
0.344
2.7242


BE908954
7F.9.D5
ESTs, Highly similar to FRHUH ferritin heavy chain - human [H. sapiens]
0.872
0.3437
2.7242


NM_006009
1F.1.F11
tubulin, alpha 3
0.8715
0.3435
2.7256


NM_002318
7R.5.F6
lysyl oxidase-like 2
0.8711
0.3432
2.7341


AI810848
8F.4.G10
ubiquitin-conjugating enzyme E2I (UBC9 homolog, yeast)
0.869
0.343
2.7615


NM_004048
7F.6.E7
beta-2-microglobulin
0.869
0.3427
2.7615


AV719568
12R.2.H5
EST
0.8673
0.3424
2.7703


NM_002356
12F.3.B11
myristoylated alanine-rich protein kinase C substrate
0.8672
0.3422
2.7703


NM_005803
8F.10.C10
flotillin 1
0.8671
0.3419
2.7703


NM_018975
1F.1.F7
telomeric repeat binding factor 2, interacting protein
0.867
0.3417
2.7703


NHF
1R.1.A12

0.867
0.3414
2.7703


NM_003246
9F.1.G10
thrombospondin 1
0.8668
0.3412
2.7703


AA464163
14N.1.E3
acyl-Coenzyme A dehydrogenase, very long chain
0.8665
0.341
2.7703


NM_033301
7R.7.A10
ribosomal protein L8
0.8663
0.3407
2.7703


AW297729
14N.1.C5
uncharacterized hematopoietic stem/progenitor cells protein MDS026
0.866
0.3405
2.7723


BE963194
7F.4.F12
EST
0.865
0.3402
2.7904


NHF
8F.8.G7

0.8635
0.34
2.8167


N64508
14N.2.E7
podocalyxin-like
0.863
0.3398
2.825


NHF
9R.1.F1

0.8628
0.3395
2.825


NM_005347
12F.1.G4
heat shock 70 kDa protein 5 (glucose-regulated protein, 78 kDa)
0.8623
0.3393
2.8298


AW148618
8F.8.A7
EST, Moderately similar to 810024E cytochrome oxidase III [Homo
0.8603
0.339
2.8763





sapiens] [H. sapiens]



AK095629
8F.3.C8
SEC13-like 1 (S. cerevisiae)
0.8595
0.3388
2.884


NM_012207
8R.1.E6
heterogeneous nuclear ribonucleoprotein H3 (2H9)
0.8591
0.3386
2.884


BF976811
12F.3.D2
leucyl-tRNA synthetase
0.8591
0.3383
2.884


AW772832
14N.4.H3
ribosomal protein S17
0.8586
0.338
2.8858


AI262059
1R.1.E10
ESTs
0.8567
0.3378
2.9278


NM_000584
7F.4.C9
interleukin 8
0.8566
0.3375
2.9278


BM011169
8F.3.E8
ESTs, Highly similar to RL23_HUMAN 60S ribosomal protein L23 (L17)
0.8562
0.3373
2.9278




[H. sapiens]


AV719568
12R.1.B2
EST
0.8554
0.337
2.9278


AK027663
8F.2.C4
stanniocalcin 2
0.8554
0.3368
2.9278


AA057204
14N.7.B3
interleukin 2 receptor, beta
0.8553
0.3365
2.9278


NM_000089
8F.4.H9
collagen, type I, alpha 2
0.8552
0.3362
2.9278


BC018130
7F.6.C6
coagulation factor II (thrombin) receptor-like 1
0.8551
0.336
2.9278


BI430544
11R.1.G6
ESTs
0.855
0.3357
2.9278


R70506
14N.1.F8
growth factor receptor-bound protein 2
0.8548
0.3354
2.9278


BG680524
7R.9.E3
RNA, U67 small nucleolar
0.8527
0.3352
2.9594


NM_002317
12R.1.G3
lysyl oxidase
0.8526
0.3349
2.9594


NM_001628
7F.10.A9
aldo-keto reductase family 1, member B1 (aldose reductase)
0.8525
0.3347
2.9594


NM_006307
9R.4.E5
sushi-repeat-containing protein, X chromosome
0.852
0.3344
2.9594


NM_000584
7F.5.D3
interleukin 8
0.8517
0.3342
2.9594


NM_004530
8R.6.G6
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type
0.8514
0.3339
2.9594




IV collagenase)


NM_003246
8R.10.E5
thrombospondin 1
0.8513
0.3337
2.9594


NM_016357
7R.5.G9
epithelial protein lost in neoplasm beta
0.8513
0.3335
2.9594


NM_002727
7F.10.E8
proteoglycan 1, secretory granule
0.851
0.3332
2.9594


BC019019
7F.10.E11

Homo sapiens, WAS protein family, member 1, clone MGC: 20657

0.8508
0.333
2.9594




IMAGE: 3841135, mRNA, complete cds


BM924182
8R.4.A8
ESTs, Weakly similar to retinal short-chain dehydrogenase/reductase
0.8506
0.3327
2.9594




retSDR2 [Homo sapiens] [H. sapiens]


NM_002982
7F.9.A2
chemokine (C—C motif) ligand 2
0.8502
0.3325
2.9638


NM_002982
7F.3.C12
chemokine (C—C motif) ligand 2
0.8487
0.3322
2.9792


NHF
7F.8.H12

0.8484
0.332
2.9792


NM_002026
7R.3.G7
fibronectin 1
0.8479
0.3317
2.9792


NM_002818
7F.5.E12
proteasome (prosome, macropain) activator subunit 2 (PA28 beta)
0.8477
0.3315
2.9792


NM_001357
8R.8.H7
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 9 (RNA helicase A,
0.8477
0.3312
2.9792




nuclear DNA helicase II; leukophysin)


AI074784
14N.5.F4
colony stimulating factor 3 (granulocyte)
0.8476
0.331
2.9792


AI860401
7R.4.D11
EST, Moderately similar to 810024E cytochrome oxidase III [Homo
0.8474
0.3307
2.9792





sapiens] [H. sapiens]



AY092084
7F.2.B5
RNA polymerase III subunit RPC2
0.8471
0.3305
2.9792


NHF
7F.5.G12

0.847
0.3303
2.9792


NM_003842
1R.1.B1
tumor necrosis factor receptor superfamily, member 10b
0.8469
0.3301
2.9792


NHF
8F.8.F12

0.846
0.3298
3.0053


NM_006307
8R.5.C8
sushi-repeat-containing protein, X chromosome
0.8443
0.3296
3.0302


BM458752
7F.7.G10
ESTs, Highly similar to histone H2A.F/Z variant, isoform 1; purine-rich
0.8443
0.3293
3.0302




binding element protein B [Homo sapiens] [H. sapiens]


NHF
12R.1.C2

0.844
0.3291
3.0302


NHF
8R.8.G2

0.8439
0.3289
3.0302


NHF
7F.4.B3

0.8436
0.3287
3.0302







These genes are down-regulated in diabetic samples and up-regulated in non-diabetic samples.












AB007916
8F.9.B12
KIAA0447 gene product
−0.9678
−0.4529
3.0374


AF034176
8R.7.D12

Homo sapiens clone 23872 mRNA sequence

−0.9678
−0.4534
3.0374


AK095036
9R.7.B10

Homo sapiens cDNA FLJ37717 fis, clone BRHIP2018998, weakly

−0.9679
−0.4539
3.0374




similar to FLAGELLAR WD-REPEAT PROTEIN PF20


Z24725
7F.7.H4
mitogen inducible 2
−0.9682
−0.4544
3.0374


AF267856
1F.1.H9
hypothetical protein dJ465N24.2.1
−0.9683
−0.4549
3.0374


BC015869
8F.3.F7

Homo sapiens clone 23698 mRNA sequence

−0.9687
−0.4554
3.0374


AK055662
9F.8.D11

Homo sapiens cDNA FLJ31100 fis, clone IMR321000242, weakly

−0.9712
−0.4559
3.0112




similar to ZINC FINGER PROTEIN 33A


NHF
7F.9.A9

−0.9726
−0.4564
2.9947


BQ674142
7F.8.B9

Homo sapiens mRNA; cDNA DKFZp762N156 (from clone

−0.9748
−0.457
2.9616




DKFZp762N156)


NM_014765
8R.4.H2
translocase of outer mitochondrial membrane 20 (yeast) homolog
−0.9753
−0.4575
2.9616


NM_002026
8R.6.C3
fibronectin 1
−0.9766
−0.458
2.9408


AK090550
9F.1.C1

Homo sapiens cDNA: FLJ21533 fis, clone COL06072

−0.9771
−0.4585
2.9408




integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29


NM_002211
9R.8.G8
includes MDF2, MSK12)
−0.9775
−0.459
2.9408


BM820221
7R.4.A10
ribosomal protein L5
−0.9785
−0.4595
2.9395


NM_004939
8F.6.D11
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 1
−0.9793
−0.4601
2.9323


NM_002211
12R.3.F9
integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29
−0.9804
−0.4607
2.9025




includes MDF2, MSK12)


M14219
8R.6.H11
Human chondroitin/dermatan sulfate proteoglycan (PG40) core protein
−0.9812
−0.4612
2.8996




mRNA, complete cds


NHF
9R.10.E6

−0.9815
−0.4617
2.8996


NM_003932
9F.1.D9
suppression of tumorigenicity 13 (colon carcinoma) (Hsp70 interacting
−0.9822
−0.4623
2.8996




protein)


BG742464
9R.8.D2

Homo sapiens cDNA FLJ25106 fis, clone CBR01467

−0.9846
−0.4628
2.848


NM_024408
12F.3.C7
Notch homolog 2 (Drosophila)
−0.9853
−0.4633
2.845


NM_002211
1F.1.H12
integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29
−0.9861
−0.4639
2.8442




includes MDF2, MSK12)


NM_001745
9R.8.E9
calcium modulating ligand
−0.9868
−0.4644
2.8384


NM_006329
8R.6.F6
fibulin 5
−0.9886
−0.4649
2.7972


L27560
9R.1.E4
insulin-like growth factor binding protein 5
−0.9892
−0.4655
2.7969


NM_002211
12R.3.D10
integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29
−0.9909
−0.466
2.7777




includes MDF2, MSK12)


NM_144573
8R.2.G10
likely ortholog of rat F-actin binding protein nexilin
−0.9922
−0.4665
2.7659


NM_001920
12R.1.C7
decorin
−0.9941
−0.4671
2.7425


AL832642
9F.9.H4
CD44 antigen (homing function and Indian blood group system)
−0.9959
−0.4676
2.7139


NM_004071
8F.5.B2
CDC-like kinase 1
−0.9969
−0.4682
2.7106


AB040951
7R.2.E6
KIAA1518 protein
−0.9986
−0.4688
2.6836


NM_002211
8F.10.B9
integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29
−0.9998
−0.4693
2.6797




includes MDF2, MSK12)


NHF
12R.2.C11

−1
−0.4699
2.6797


Z24725
9F.3.B3
mitogen inducible 2
−1.0029
−0.4704
2.6335


NM_012175
9F.7.C2
F-box only protein 3
−1.0075
−0.471
2.5469


BI430544
1R.2.C10
ESTs
−1.0076
−0.4715
2.5469


NM_001752
7F.3.D11
catalase
−1.0089
−0.472
2.544


NHF
9F.9.E3

−1.0106
−0.4726
2.5204


NM_018507
8R.2.H11
hypothetical protein PRO1843
−1.0108
−0.4732
2.5204


BE966143
9F.5.B6
EST
−1.0134
−0.4739
2.485


NHF
9R.4.H9

−1.0143
−0.4744
2.4819


NM_001679
9F.1.H5
ATPase, Na+/K+ transporting, beta 3 polypeptide
−1.0149
−0.475
2.4819


NM_020755
7R.2.D9
likely ortholog of mouse tumor differentially expressed 1, like
−1.0154
−0.4756
2.4819


NM_005100
12R.3.E6
A kinase (PRKA) anchor protein (gravin) 12
−1.0171
−0.4762
2.4497


NM_014585
8R.3.G3
solute carrier family 11 (proton-coupled divalent metal ion transporters),
−1.0182
−0.4769
2.4428




member 3


NM_033305
7R.7.F12
chorea acanthocytosis
−1.0192
−0.4774
2.437


AJ420488
7F.5.H10
eukaryotic translation elongation factor 1 alpha 1
−1.0201
−0.478
2.4344


AF278532
8R.1.D11
netrin 4
−1.0211
−0.4787
2.4331


NHF
8R.8.C5

−1.0215
−0.4793
2.4331


NM_030571
9F.9.H3
likely ortholog of mouse Nedd4 WW binding protein 5
−1.0228
−0.4799
2.4329


AK092475
9R.8.H3

Homo sapiens cDNA FLJ35156 fis, clone PLACE6011057

−1.023
−0.4805
2.4329


NM_002211
7R.3.C8
integrin, beta 1 (fibronectin receptor, beta polypeptide, antigen CD29
−1.0243
−0.481
2.4247




includes MDF2, MSK12)


NM_001967
9R.9.D1
eukaryotic translation initiation factor 4A, isoform 2
−1.0261
−0.4817
2.3902


NHF
9R.10.D1

−1.027
−0.4823
2.3869


NM_001102
8F.6.A8
actinin, alpha 1
−1.0313
−0.483
2.3215


NM_018507
8R.7.A5
hypothetical protein PRO1843
−1.0326
−0.4836
2.3125


NHF
7R.9.H12

−1.0327
−0.4842
2.3125


NM_000454
9R.10.A9
superoxide dismutase 1, soluble (amyotrophic lateral sclerosis 1 (adult))
−1.0331
−0.4849
2.3125


NM_000919
8R.1.B7
peptidylglycine alpha-amidating monooxygenase
−1.0335
−0.4856
2.3125


NM_015904
12F.3.C2
translation initiation factor IF2
−1.0344
−0.4862
2.3125


NM_144617
8R.10.H2
hypothetical protein FLJ32389
−1.0354
−0.4869
2.3125


NM_004939
9F.4.C12
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 1
−1.0364
−0.4875
2.3125


NM_016081
12R.3.F2
palladin
−1.0379
−0.4881
2.2949


NHF
8R.2.G7

−1.0384
−0.4888
2.2949


NM_001753
9R.2.B9
caveolin 1, caveolae protein, 22 kDa
−1.0391
−0.4894
2.2949


NM_031885
9F.6.F4
Bardet-Biedl syndrome 2
−1.041
−0.4901
2.255


U23841
9R.10.C8
ESTs
−1.0412
−0.4908
2.255


NM_000274
9R.8.H7
ornithine aminotransferase (gyrate atrophy)
−1.0419
−0.4914
2.255


AA001757
9R.2.A6
ubiquitin-conjugating enzyme E2I (UBC9 homolog, yeast)
−1.0443
−0.4921
2.2169


NM_002948
8R.5.A1
ribosomal protein L15
−1.0465
−0.4927
2.2124


NM_001012
8R.9.A7
ribosomal protein S8
−1.0468
−0.4934
2.2124


NHF
9R.7.F1

−1.0475
−0.494
2.2124


NHF
8R.2.E6

−1.0477
−0.4948
2.2124


NM_032926
8F.3.B10
hypothetical protein MGC15737
−1.0477
−0.4954
2.2124


NM_003405
7F.4.G7
tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation
−1.0513
−0.496
2.2098




protein, eta polypeptide


NM_020182
7R.7.G12
transmembrane, prostate androgen induced RNA
−1.0516
−0.4967
2.2098


NM_004071
8R.10.C4
CDC-like kinase 1
−1.0522
−0.4974
2.2098


NHF
9F.8.C4

−1.0563
−0.498
2.1516


NM_001753
12R.3.F7
caveolin 1, caveolae protein, 22 kDa
−1.0583
−0.4988
2.139


NHF
9R.6.B1

−1.059
−0.4995
2.1357


NM_001102
9R.6.E10
actinin, alpha 1
−1.0615
−0.5002
2.1041


NM_018181
7F.10.C9
zinc finger protein
−1.0616
−0.5009
2.1041


NM_001901
7R.1.B12
connective tissue growth factor
−1.063
−0.5015
2.1041


AF267856
8R.7.A7
hypothetical protein dJ465N24.2.1
−1.0649
−0.5023
2.0957


NM_002026
8R.6.E5
fibronectin 1
−1.0652
−0.503
2.0957


AK074073
7F.10.G9
hypothetical protein MGC3222
−1.0657
−0.5037
2.0957


NM_006835
7R.8.C12
cyclin I
−1.0662
−0.5045
2.0957


U16850
9F.3.F8

Homo sapiens calmodulin-I (CALM1) mRNA, 3 UTR, partial sequence

−1.0665
−0.5052
2.0957


NM_004282
9R.8.A4
BCL2-associated athanogene 2
−1.0673
−0.5059
2.0957


NM_001387
7F.6.C7
dihydropyrimidinase-like 3
−1.0685
−0.5066
2.0957


NM_002430
9R.2.C10
meningioma (disrupted in balanced translocation) 1
−1.0689
−0.5074
2.0957


NHF
9F.8.H12

−1.0713
−0.5081
2.0877


H26022
14N.8.D2
small inducible cytokine subfamily D (Cys-X3-Cys), member 1
−1.074
−0.5089
2.0182




(fractalkine, neurotactin)


BU542589
9F.7.D10
putative G protein coupled receptor
−1.0762
−0.5096
2.0102


NHF
9F.2.A3

−1.0767
−0.5102
2.0102


NM_001957
9F.3.G7
endothelin receptor type A
−1.078
−0.511
2.0066


NHF
9F.4.H8

−1.0792
−0.5118
2.0044


NM_001102
8F.2.H10
actinin, alpha 1
−1.0795
−0.5125
2.0044


AK090952
9R.6.H11

Homo sapiens cDNA FLJ33633 fis, clone BRAMY2022786, highly

−1.0813
−0.5132
1.9956




similar to Homo sapiens dickkopf-3 (DKK-3) mRNA


NM_001102
8F.3.B1
actinin, alpha 1
−1.0814
−0.5139
1.9956


NM_002948
8F.5.E10
ribosomal protein L15
−1.084
−0.5147
1.9786


NM_004487
12F.2.A8
golgi autoantigen, golgin subfamily b, macrogolgin (with transmembrane
−1.0852
−0.5154
1.9778




signal), 1


AI381513
14N.3.H2
xylosylprotein beta1,4-galactosyltransferase, polypeptide 7
−1.0854
−0.5162
1.9778




(galactosyltransferase I)


NHF
9R.6.F4

−1.0862
−0.517
1.9778


N72289
7F.3.A3

Homo sapiens cDNA FLJ12052 fis, clone HEMBB1002042, moderately

−1.0874
−0.5177
1.9778




similar to CYTOCHROME P450 4C1 (EC 1.14.14.1)


AL360199
9F.3.H6

Homo sapiens mRNA full length insert cDNA clone EUROIMAGE

−1.0902
−0.5186
1.9434




179942


BI762020
9F.2.A4
ESTs, Weakly similar to JC5963 stable tubule only polypeptide - mouse
−1.0905
−0.5192
1.9434




[M. musculus]


H26022
14N.6.D2
small inducible cytokine subfamily D (Cys-X3-Cys), member 1
−1.0945
−0.5201
1.9134




(fractalkine, neurotactin)


NM_013943
1R.2.E9
chloride intracellular channel 4
−1.0951
−0.5209
1.9134


AK091994
8F.10.C5

Homo sapiens cDNA FLJ34675 fis, clone LIVER2001608

−1.0981
−0.5217
1.8736


NM_030968
7F.8.B10
C1q and tumor necrosis factor related protein 1
−1.0983
−0.5224
1.8736


NM_001102
9R.8.C9
actinin, alpha 1
−1.0992
−0.5233
1.8736


AA081507
8F.3.H2
ESTs
−1.1029
−0.5242
1.8461


BC038508
8F.6.F1
transposon-derived Buster1 transposase-like protein
−1.1035
−0.525
1.8461


AK057652
7F.3.A2

Homo sapiens cDNA FLJ33090 fis, clone TRACH2000559

−1.1039
−0.5258
1.8461


NM_001920
8R.2.G8
decorin
−1.1047
−0.5266
1.8461


NM_018507
12R.3.D2
hypothetical protein PRO1843
−1.1053
−0.5275
1.8461


AF267856
8R.7.B9
hypothetical protein dJ465N24.2.1
−1.1078
−0.5283
1.8328


AL080234
12F.2.G9

Homo sapiens clone FBD3 Cri-du-chat critical region mRNA

−1.1136
−0.5291
1.7611


NM_001568
9F.8.B4
eukaryotic translation initiation factor 3, subunit 6 48 kDa
−1.1156
−0.53
1.7578


BC017189
7R.2.H1

Homo sapiens, myo-inositol 1-phosphate synthase A1, clone MGC: 726

−1.1159
−0.5309
1.7578




IMAGE: 3140452, mRNA, complete cds


NHF
9F.8.H2

−1.1162
−0.5317
1.7578


AA348414
9R.2.B3
ESTs, Weakly similar to JC5314 CDC28/cdc2-like kinase associating
−1.1167
−0.5326
1.7578




arginine-serine cyclophilin - human [H. sapiens]


AK091994
8F.10.A1

Homo sapiens cDNA FLJ34675 fis, clone LIVER2001608

−1.1196
−0.5335
1.7295


NM_002026
7F.5.H7
fibronectin 1
−1.1199
−0.5344
1.7295


BI430544
12F.2.C6
ESTs
−1.1205
−0.5351
1.7295


NM_024071
7R.8.F12
hypothetical protein MGC2550
−1.1216
−0.536
1.7295


BM473685
7F.2.C4
UDP-glucose pyrophosphorylase 2
−1.1218
−0.537
1.7295


NM_002948
7F.4.E5
ribosomal protein L15
−1.122
−0.5378
1.7295


NM_004939
8F.10.E12
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 1
−1.1237
−0.5385
1.7295


NHF
9F.5.D3

−1.1266
−0.5394
1.7264


NM_024071
7R.7.B6
hypothetical protein MGC2550
−1.1288
−0.5403
1.7168


NHF
9R.3.G3

−1.1313
−0.5413
1.6945


BC011987
8F.2.C10

Homo sapiens, clone IMAGE: 3857153, mRNA

−1.1314
−0.5422
1.6945


NM_005032
8R.4.H6
plastin 3 (T isoform)
−1.1326
−0.5431
1.6945


NM_005063
8F.8.B5
stearoyl-CoA desaturase (delta-9-desaturase)
−1.1338
−0.544
1.6945


NM_005359
7F.10.C2
MAD, mothers against decapentaplegic homolog 4 (Drosophila)
−1.1349
−0.5451
1.6945


NHF
8F.8.E2

−1.1364
−0.5462
1.6901


NM_004130
1F.1.F3
glycogenin
−1.1423
−0.5472
1.6263


NHF
9F.9.D7

−1.1433
−0.5481
1.6257


NM_001901
9R.5.G12
connective tissue growth factor
−1.1445
−0.5491
1.625


NM_030915
9R.9.G3
likely ortholog of mouse limb-bud and heart gene
−1.1484
−0.5502
1.598


NM_018212
9F.7.F11
enabled homolog (Drosophila)
−1.1485
−0.5512
1.598


AV719568
11F.1.H4
EST
−1.1489
−0.5522
1.598


NM_001102
8F.3.F3
actinin, alpha 1
−1.1531
−0.5533
1.5839


NM_032476
9R.7.F12
mitochondrial ribosomal protein S6
−1.155
−0.5543
1.5661


BG483036
9R.8.C4
integrin, alpha 1
−1.1594
−0.5551
1.5301


NM_001102
8F.10.G9
actinin, alpha 1
−1.1629
−0.5561
1.4981


NM_003715
9R.5.A5
vesicle docking protein p115
−1.1664
−0.5571
1.4736


NM_000499
1F.1.B7
cytochrome P450, subfamily I (aromatic compound-inducible),
−1.1672
−0.5581
1.4736




polypeptide 1


NM_001102
8F.1.F9
actinin, alpha 1
−1.172
−0.5591
1.4245


AF278532
1R.1.G4
netrin 4
−1.1739
−0.5603
1.4162


BG420559
9F.2.E5
ESTs, Weakly similar to hypothetical protein FLJ22184 [Homo sapiens]
−1.1758
−0.5613
1.4045




[H. sapiens]


NHF
9R.3.G10

−1.1795
−0.5624
1.3512


BC020516
1R.2.A10

Homo sapiens cDNA FLJ32368 fis, clone PUAEN1000275

−1.1798
−0.5635
1.3512


NM_033014
9R.7.H3
osteoglycin (osteoinductive factor, mimecan)
−1.1804
−0.5645
1.3512


AV719568
12R.3.H2
EST
−1.1814
−0.5655
1.3512


NM_000627
8R.1.A8
latent transforming growth factor beta binding protein 1
−1.1849
−0.5666
1.3469


NM_014765
9F.1.C11
translocase of outer mitochondrial membrane 20 (yeast) homolog
−1.1857
−0.5679
1.3469


U23841
9R.9.E4
ESTs
−1.1861
−0.569
1.3469


AK096204
9F.3.D7

Homo sapiens cDNA FLJ38885 fis, clone MESAN2017417, moderately

−1.189
−0.5701
1.3438




similar to REGULATOR OF G-PROTEIN SIGNALING 4


BI430544
12R.2.B5
ESTs
−1.189
−0.5712
1.3438


NHF
9R.10.A10

−1.1892
−0.5723
1.3438


NM_004130
1F.1.D12
glycogenin
−1.1951
−0.5734
1.3316


BC026873
9R.9.D10

Homo sapiens, similar to RIKEN cDNA 1110018M03, clone MGC: 24932

−1.1969
−0.5746
1.3277




IMAGE: 4938507, mRNA, complete cds


NM_053056
9F.5.A5
cyclin D1 (PRAD1: parathyroid adenomatosis 1)
−1.1995
−0.5756
1.3056


NM_005863
8R.4.B9
neuroepithelial cell transforming gene 1
−1.1996
−0.5767
1.3056


AK093643
9F.4.C9
esterase D/formylglutathione hydrolase
−1.2001
−0.5778
1.3056


AK055112
12F.3.A11

Homo sapiens cDNA FLJ30550 fis, clone BRAWH2001502

−1.2019
−0.579
1.3056


BI430544
12R.2.A3
ESTs
−1.2051
−0.5801
1.2893


H64346
14N.1.E4
syndecan 2 (heparan sulfate proteoglycan 1, cell surface-associated,
−1.2137
−0.5815
1.2118




fibroglycan)


NM_138737
9R.5.H6
hephaestin
−1.2147
−0.5827
1.2118


NM_003932
12F.1.F8
suppression of tumorigenicity 13 (colon carcinoma) (Hsp70 interacting
−1.2182
−0.5839
1.2081




protein)


NM_152535
8R.4.C5
hypothetical protein FLJ31131
−1.2238
−0.5851
1.156


AL832012
7F.5.G4
transmembrane trafficking protein
−1.228
−0.5864
1.1401


AL833550
12F.3.G3
exportin 1 (CRM1 homolog, yeast)
−1.23
−0.5875
1.1333


NM_002948
9F.4.B12
ribosomal protein L15
−1.232
−0.5888
1.1292


NM_005032
8R.8.F3
plastin 3 (T isoform)
−1.2484
−0.5902
1.0306


BE621121
7R.5.D8
EST
−1.2487
−0.5915
1.0306


NM_002306
8R.5.F8
lectin, galactoside-binding, soluble, 3 (galectin 3)
−1.2519
−0.5926
1.0195


BF976811
12R.3.D11
leucyl-tRNA synthetase
−1.2525
−0.5938
1.0195


AL359062
7F.2.D6

Homo sapiens mRNA full length insert cDNA clone EUROIMAGE

−1.2537
−0.5951
1.0195




1913076


AF231512
12R.3.G11

Homo sapiens RNA binding motif protein 8B (RBM8B) mRNA, complete

−1.2538
−0.5964
1.0195




cds


BQ223934
1R.1.A1
UDP-glucose pyrophosphorylase 2
−1.2605
−0.5976
0.9907


NM_005345
7F.2.G9
heat shock 70 kDa protein 1A
−1.2626
−0.599
0.9907


NM_000366
8R.7.H12
tropomyosin 1 (alpha)
−1.2667
−0.6006
0.976


NM_014765
9F.1.B6
translocase of outer mitochondrial membrane 20 (yeast) homolog
−1.2689
−0.6021
0.9733


BG118720
7F.8.C11
putative G protein coupled receptor
−1.2696
−0.6033
0.9733


AI707775
8F.9.H4
EST
−1.2727
−0.6046
0.938


NM_000366
7R.7.H5
tropomyosin 1 (alpha)
−1.2771
−0.6061
0.9311


AF156100
8R.5.A9
fibulin 6
−1.2782
−0.6073
0.9311


NM_033014
9R.9.D9
osteoglycin (osteoinductive factor, mimecan)
−1.288
−0.6086
0.8854


NHF
9R.10.E8

−1.2889
−0.6102
0.8854


BG028195
7F.9.F8

Homo sapiens cDNA FLJ38755 fis, clone KIDNE2012775, weakly

−1.3011
−0.6117
0.8111




similar to Homo sapiens mRNA for transport-secretion protein 2.1


BM543221
9R.8.E5
ESTs
−1.3024
−0.6131
0.8111


AK090550
7R.4.B9

Homo sapiens cDNA: FLJ21533 fis, clone COL06072

−1.3051
−0.6144
0.8111


AL359052
9F.8.D6

Homo sapiens mRNA full length insert cDNA clone EUROIMAGE

−1.306
−0.616
0.8111




1968422


AB014527
8F.5.E4
cytoplasmic linker associated protein 2
−1.3108
−0.6178
0.7934


AL833137
9F.8.A7

Homo sapiens, clone IMAGE: 3915000, mRNA

−1.3178
−0.6194
0.7668


NHF
9R.3.A10

−1.3196
−0.621
0.7668


NM_014000
12F.3.D8
vinculin
−1.3216
−0.6226
0.7668


BI430544
12R.1.A5
ESTs
−1.3234
−0.6242
0.7463


BQ879275
7F.10.A11

Homo sapiens, clone IMAGE: 4296901, mRNA

−1.3278
−0.6258
0.7404


N27086
14N.2.F2
Hs. cDNA FLJ11363 fis, clone HEMBA1000251
−1.3427
−0.6275
0.6794


NM_002884
1R.2.D11
RAP1A, member of RAS oncogene family
−1.3473
−0.629
0.6571


NM_000627
9F.2.B6
latent transforming growth factor beta binding protein 1
−1.3482
−0.6306
0.6571


NM_005730
8R.1.H1
conserved gene amplified in osteosarcoma
−1.3488
−0.6323
0.6571


NHF
9F.2.A1

−1.3555
−0.634
0.6373


NM_024071
7R.1.B11
hypothetical protein MGC2550
−1.3556
−0.636
0.6373


AK055197
9F.1.E1

Homo sapiens cDNA FLJ30635 fis, clone CTONG2002520

−1.3692
−0.6376
0.5845


NM_005032
8R.9.F1
plastin 3 (T isoform)
−1.3727
−0.6395
0.5845


AK096260
9F.4.C2
hypothetical protein FLJ14399
−1.3728
−0.6412
0.5845


AL833007
7R.2.E4

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.3729
−0.6431
0.5845


NM_000362
9F.4.F5
tissue inhibitor of metalloproteinase 3 (Sorsby fundus dystrophy,
−1.3866
−0.645
0.5569




pseudoinflammatory)


BU075881
11R.1.H10
small proline-rich protein 2A
−1.3874
−0.647
0.5569


NHF
7F.7.H7

−1.3934
−0.6489
0.5342


BI430544
11R.1.D10
ESTs
−1.3946
−0.6508
0.5342


NM_007341
7F.1.D7
SH3 domain binding glutamic acid-rich protein
−1.3963
−0.6527
0.5342


NHF
9R.3.D12

−1.3981
−0.6545
0.5342


AK055197
7R.7.F7

Homo sapiens cDNA FLJ30635 fis, clone CTONG2002520

−1.3994
−0.6566
0.5342


NM_014851
9R.3.B4
KIAA0469 gene product
−1.4052
−0.6583
0.5342


AK096403
9R.8.H10

Homo sapiens cDNA FLJ39084 fis, clone NT2RP7018871

−1.4085
−0.6605
0.528


NHF
7F.7.A10

−1.4106
−0.6625
0.5243


NM_021069
1R.2.B3
Arg/Abl-interacting protein ArgBP2
−1.4204
−0.6649
0.4882


NHF
9R.3.E6

−1.425
−0.667
0.4802


NM_144573
8R.8.G7
likely ortholog of rat F-actin binding protein nexilin
−1.4258
−0.6691
0.4802


NM_002026
8R.5.G8
fibronectin 1
−1.4367
−0.6713
0.4609


AF231512
7R.4.C9

Homo sapiens RNA binding motif protein 8B (RBM8B) mRNA, complete

−1.4463
−0.6737
0.4438




cds


NM_005032
8R.1.A9
plastin 3 (T isoform)
−1.4611
−0.6756
0.4004


NHF
9R.5.F6

−1.4701
−0.6778
0.3813


NHF
7F.7.H1

−1.4791
−0.6801
0.3651


NM_016081
12F.3.G2
palladin
−1.5035
−0.6826
0.3


NHF
9R.6.C7

−1.5115
−0.6852
0.2946


NM_033138
7R.4.E12
caldesmon 1
−1.5188
−0.6878
0.291


AK027088
12F.1.F12

Homo sapiens cDNA: FLJ23435 fis, clone HRC12631

−1.522
−0.6903
0.2832


NHF
9R.3.E3

−1.5294
−0.6928
0.2758


AL833007
9R.9.F8

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.5299
−0.6951
0.2758


NM_005730
8R.7.F11
conserved gene amplified in osteosarcoma
−1.5452
−0.6978
0.2473


BE966567
8R.1.H7
EST
−1.5509
−0.7006
0.2459


AF153821
8R.5.E12
alcohol dehydrogenase IB (class I), beta polypeptide
−1.5512
−0.7033
0.2459


NM_000627
8F.10.D7
latent transforming growth factor beta binding protein 1
−1.5568
−0.7062
0.2458


NM_138737
9F.2.A7
hephaestin
−1.5658
−0.7088
0.2326


NM_000627
8F.5.G2
latent transforming growth factor beta binding protein 1
−1.5689
−0.7117
0.231


NM_000627
8F.4.G8
latent transforming growth factor beta binding protein 1
−1.5702
−0.7152
0.231


NM_006870
8F.10.F2
destrin (actin depolymerizing factor)
−1.5723
−0.7184
0.231


NM_005032
8R.6.A11
plastin 3 (T isoform)
−1.5764
−0.7214
0.231


NM_000627
8F.5.D2
latent transforming growth factor beta binding protein 1
−1.578
−0.7243
0.231


NM_006014
8F.7.H5
DNA segment on chromosome X (unique) 9879 expressed sequence
−1.5805
−0.7278
0.231


NM_005032
8R.2.H8
plastin 3 (T isoform)
−1.5823
−0.7314
0.231


AB029018
9R.8.B10
likely ortholog of mouse semaF cytoplasmic domain associated protein 3
−1.5831
−0.735
0.231


NHF
9R.3.C9

−1.5876
−0.7385
0.231


BI430544
11R.1.D6
ESTs
−1.5956
−0.7421
0.231


NM_014819
12R.2.A7
KIAA0438 gene product
−1.6048
−0.7458
0.2298


NM_014890
12F.2.H3
downregulated in ovarian cancer 1
−1.6064
−0.7502
0.2298


BI430544
12F.2.B6
ESTs
−1.6119
−0.7541
0.2298


AK055197
7R.9.F8

Homo sapiens cDNA FLJ30635 fis, clone CTONG2002520

−1.6158
−0.7578
0.2298


NM_017813
8R.4.G8
hypothetical protein FLJ20421
−1.6196
−0.762
0.2298


AL833007
8F.9.D1

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.6351
−0.7663
0.2072


BC009220
7R.3.A9

Homo sapiens, clone MGC: 16362 IMAGE: 3927795, mRNA, complete

−1.6395
−0.7708
0.2072




cds


BM982785
9R.8.E1
Rho-associated, coiled-coil containing protein kinase 1
−1.6468
−0.7748
0.2072


NM_000627
8F.5.B4
latent transforming growth factor beta binding protein 1
−1.6584
−0.7795
0.2069


AF156100
9R.8.F9
fibulin 6
−1.6597
−0.7845
0.2069


NM_016081
12R.1.C11
palladin
−1.6684
−0.7901
0.2069


NM_003601
7F.7.H8
SWI/SNF related, matrix associated, actin dependent regulator of
−1.6823
−0.795
0.1879




chromatin, subfamily a, member 5


NHF
9F.4.H11

−1.7004
−0.8009
0.1705


NHF
7F.7.G12

−1.7048
−0.807
0.1705


NM_016081
12R.3.F8
palladin
−1.7055
−0.8131
0.1705


AB040951
9R.9.F2
KIAA1518 protein
−1.7171
−0.8194
0.1705


AA629603
14N.4.E6
PTPL1-associated RhoGAP 1
−1.7233
−0.8256
0.1705


AF156100
8R.7.B10
fibulin 6
−1.7374
−0.8328
0.1667


NHF
7F.8.G4

−1.7599
−0.8407
0.1144


BU584993
7F.7.B5
ESTs, Highly similar to potassium voltage-gated channel, lsk-related
−1.7638
−0.8475
0.1144




subfamily, gene 4; potassium voltage-gated channel-like protein, lsk-




related subfamily [Homo sapiens] [H. sapiens]


NM_016081
12R.2.G2
palladin
−1.7686
−0.8557
0.1144


AA046932
9F.8.E3
My015
−17686
−0.8652
0.1144


NHF
7F.7.A6

−1.777
−0.8756
0.1144


NM_016081
12R.3.A6
palladin
−1.7834
−0.8862
0.1144


BQ429410
9R.2.A7
Rho-associated, coiled-coil containing protein kinase 1
−1.7843
−0.8969
0.1144


NM_031442
12F.1.A1
brain cell membrane protein 1
−1.7917
−0.9081
0.1144


AL833007
9R.2.C1

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.7936
−0.9201
0.1144


NM_016081
12R.1.E8
palladin
−1.8093
−0.9334
0.1144


AL833007
9R.9.B6

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.82
−0.9492
0.1144


NM_016081
12R.3.E9
palladin
−1.8265
−0.9661
0.1144


BC009220
9R.4.G4

Homo sapiens, clone MGC: 16362 IMAGE: 3927795, mRNA, complete

−1.8368
−0.9876
0.1144




cds


N73625
14N.2.B2
EST
−1.8724
−1.0113
0.1144


NHF
9R.8.H12

−2.0128
−1.038
0.0824


M69181
1F.1.D2
myosin, heavy polypeptide 10, non-muscle
−2.0278
−1.075
0.0824


NHF
7F.7.E4

−2.2048
−1.1383
0.0299


AL832780
7F.7.D4

Homo sapiens mRNA; cDNA DKFZp686J037 (from clone

−2.5085
−1.2589
0.0299




DKFZp686J037)























TABLE 3














t-test score



SystematicName
UnigeneCode
GeneName
GeneSymbol
TNoM p-value
Ratio fold change
p-value
Change Directions















Genes with Known Name/or Functions (Note: Lesion > No lesion, Foldchange positive; No lesion > lesion, fold change negative).














N98591
Hs.93913
interleukin 6 (interferon, beta 2)

9.42E−04
2.29
6.82E−03
Lesion and no DM < Lesion and DM


NM_004530
HS.111301
matrix metalloproteinase 2 (gelatinase A, 72 kDa
MMP2
3.03E−06
2.21
1.93E−08
Lesion and no DM < Lesion and DM




gelatinase, 72 kDa type IV collagenase)


NM_001552
Hs.1516
insulin-like growth factor binding protein 4
IGFBP4
1.79E−09
2.21
1.50E−04
Lesion and no DM < Lesion and DM


NM_006216
Data not found
serine (or cysteine) proteinase inhibitor, clade E
SERPINE2
5.65E−07
2.12
3.32E−04
Lesion and no DM < Lesion and DM




(nexin, plasminogen activator inhibitor type 1),




member 2


NM_000104
Data not found
cytochrome P450, subfamily I (dioxin-inducible),
CYP1B1
1.39E−08
2.09
3.14E−04
Lesion and no DM < Lesion and DM




polypeptide 1 (glaucoma 3, primary infantile)


AA936768
Hs.1722
interleukin 1, alpha

1.47E−05
2.08
1.23E−09
Lesion and no DM < Lesion and DM


NM_000088
Data not found
collagen, type I, alpha 1
COL1A1
6.43E−05
2.03
5.44E−05
Lesion and no DM < Lesion and DM


NM_001235
Hs.9930
serine (or cysteine) proteinase inhibitor, clade H
SERPINH1
1.44E−12
2.01
7.42E−09
Lesion and no DM < Lesion and DM




(heat shock protein 47), member 2


AA156031
Hs.118786
metallothionein 2A

5.65E−07
1.91
4.72E−07
Lesion and no DM < Lesion and DM


AF506819
Hs.343483

Homo sapiens URB mRNA, complete cds

URB
1.47E−05
1.86
6.68E−03
Lesion and no DM < Lesion and DM


NM_003254
Hs.5831
tissue inhibitor of metalloproteinase 1 (erythroid
TIMP1
1.47E−05
1.85
1.14E−03
Lesion and no DM < Lesion and DM




potentiating activity, collagenase inhibitor)


NM_006756
Hs.78869
transcription elongation factor A (SII), 1
TCEA1
1.39E−08
1.80
2.73E−03
Lesion and no DM < Lesion and DM


BI830199
Data not found
likely ortholog of mouse Urb

6.43E−05
1.79
2.15E−03
Lesion and no DM < Lesion and DM


NM_000089
Data not found
collagen, type I, alpha 2
COL1A2
9.42E−04
1.76
2.75E−03
Lesion and no DM < Lesion and DM


AK025599
Hs.25253
mannosidase, alpha, class 1A, member 1

1.87E−11
1.76
1.15E−06
Lesion and no DM < Lesion and DM


M14219
Hs.76152
Human chondroitin/dermatan sulfate

9.42E−04
1.72
1.47E−03
Lesion and no DM < Lesion and DM




proteoglycan (PG40) core protein mRNA,




complete cds


U72621
Hs.75825
pleiomorphic adenoma gene-like 1

1.39E−08
1.68
2.47E−08
Lesion and no DM < Lesion and DM


NM_000358
Hs.118787
transforming growth factor, beta-induced, 68 kDa
TGFBI
3.03E−06
1.66
6.58E−06
Lesion and no DM < Lesion and DM


NM_006307
Data not found
sushi-repeat-containing protein, X chromosome
SRPX
1.47E−05
1.65
9.94E−06
Lesion and no DM < Lesion and DM


NM_002923
Hs.78944
regulator of G-protein signalling 2, 24 kDa
RGS2
2.57E−04
1.64
1.62E−02
Lesion and no DM < Lesion and DM


NM_000090
Data not found
collagen, type III, alpha 1 (Ehlers-Danlos
COL3A1
1.47E−05
1.64
1.79E−02
Lesion and no DM < Lesion and DM




syndrome type IV, autosomal dominant)


NM_005110
Data not found
glutamine-fructose-6-phosphate transaminase 2
GFPT2
9.42E−04
1.64
2.40E−03
Lesion and no DM < Lesion and DM


NM_004404
Hs.155595
neural precursor cell expressed,
NEDD5
3.03E−06
1.64
3.97E−05
Lesion and no DM < Lesion and DM




developmentally down-regulated 5


NM_004369
Hs.80988
collagen, type VI, alpha 3
COL6A3
2.57E−04
1.63
4.02E−03
Lesion and no DM < Lesion and DM


AA146772
Hs.82396
2′,5′-oligoadenylate synthetase 1 (40-46 kD)

9.42E−04
1.62
8.27E−04
Lesion and no DM < Lesion and DM


NM_023009
Hs.75061
MARCKS-like protein
MLP
5.65E−07
1.59
1.48E−06
Lesion and no DM < Lesion and DM


NM_006435
Hs.174195
interferon induced transmembrane protein 2 (1-8D)
IFITM2
3.03E−06
1.58
4.66E−06
Lesion and no DM < Lesion and DM


BC014836
Hs.79086

Homo sapiens, mitochondrial ribosomal protein


2.57E−04
1.57
7.88E−03
Lesion and no DM < Lesion and DM




L3, clone MGC: 9373 IMAGE: 3860982, mRNA,




complete cds


NM_001022
Hs.298262
ribosomal protein S19
RPS19
5.65E−07
1.55
7.37E−08
Lesion and no DM < Lesion and DM


BU626315
Data not found
collagen, type V, alpha 1

6.43E−05
1.54
1.30E−02
Lesion and no DM < Lesion and DM


NM_001710
Hs.69771
B-factor, properdin
BF
6.43E−05
1.53
6.98E−04
Lesion and no DM < Lesion and DM


NM_006745
Hs.239926
sterol-C4-methyl oxidase-like
SC4MOL
2.57E−04
1.53
3.62E−03
Lesion and no DM < Lesion and DM


NM_003029
Hs.81972
SHC (Src homology 2 domain containing)
SHC1
1.47E−05
1.51
2.51E−07
Lesion and no DM < Lesion and DM




transforming protein 1


NM_002009
Hs.164568
fibroblast growth factor 7 (keratinocyte growth
FGF7
9.42E−04
1.51
1.19E−04
Lesion and no DM < Lesion and DM




factor)


NM_053275
Hs.73742
ribosomal protein, large, P0
RPLP0
1.99E−10
1.47
1.07E−03
Lesion and no DM < Lesion and DM


NM_000365
Data not found
triosephosphate isomerase 1
TPI1
9.42E−04
1.47
1.75E−05
Lesion and no DM < Lesion and DM


BC008791
Hs.179661

Homo sapiens, tubulin, beta 5, clone MGC: 4029


2.57E−04
1.46
4.53E−05
Lesion and no DM < Lesion and DM




IMAGE: 3617988, mRNA, complete cds


AB051510
Hs.8700
deleted in liver cancer 1

2.57E−04
1.46
1.17E−04
Lesion and no DM < Lesion and DM


NM_002707
Hs.17883
protein phosphatase 1G (formerly 2C),

9.42E−04
1.46
2.92E−02
Lesion and no DM < Lesion and DM




magnesium-dependent, gamma isoform


NM_000201
Hs.168383
intercellular adhesion molecule 1 (CD54),
ICAM1
6.43E−05
1.46
1.89E−02
Lesion and no DM < Lesion and DM




human rhinovirus receptor


NM_002291
Hs.82124
laminin, beta 1
LAMB1
9.42E−08
1.46
2.58E−03
Lesion and no DM < Lesion and DM


NM_021034
Hs.182241
interferon induced transmembrane protein 3 (1-8U)
IFITM3
9.42E−08
1.45
6.39E−05
Lesion and no DM < Lesion and DM


NM_015933
Hs.171774
hypothetical protein HSPC016
HSPC016
9.42E−04
1.44
3.23E−05
Lesion and no DM < Lesion and DM


AW005755
Hs.73798
macrophage migration inhibitory factor

1.47E−05
1.43
2.81E−06
Lesion and no DM < Lesion and DM




(glycosylation-inhibiting factor)


NM_005803
Hs.179986
flotillin 1
FLOT1
9.42E−04
1.41
3.36E−05
Lesion and no DM < Lesion and DM


NM_001734
Hs.169756
complement component 1, s subcomponent
C1S
3.03E−06
1.41
6.35E−02
Lesion and no DM < Lesion and DM


NM_004199
Hs.3622
procollagen-proline, 2-oxoglutarate 4-
P4HA2
9.42E−04
1.41
5.94E−03
Lesion and no DM < Lesion and DM




dioxygenase (proline 4-hydroxylase), alpha




polypeptide II


NM_021103
Hs.76293
thymosin, beta 10
TMSB10
2.57E−04
1.41
1.91E−04
Lesion and no DM < Lesion and DM


AK092774
Data not found
ribosomal protein, large P2
RPLP2
9.42E−04
1.40
6.21E−03
Lesion and no DM < Lesion and DM


AK091661
Hs.15961
dynactin 3 (p22)

9.42E−04
1.39
3.68E−03
Lesion and no DM < Lesion and DM


AK091360
Hs.183180
APC11 anaphase promoting complex subunit

1.47E−05
1.39
5.13E−05
Lesion and no DM < Lesion and DM




11 homolog (yeast)


NM_005347
Hs.75410
heat shock 70 kDa protein 5 (glucose-regulated
HSPA5
1.47E−05
1.39
1.52E−02
Lesion and no DM < Lesion and DM




protein, 78 kDa)


NM_000935
Hs.41270
procollagen-lysine, 2-oxoglutarate 5-
PLOD2
3.03E−06
1.39
3.78E−04
Lesion and no DM < Lesion and DM




dioxygenase (lysine hydroxylase) 2


NM_032704
Data not found
tubulin alpha 6
TUBA6
2.57E−04
1.38
3.43E−07
Lesion and no DM < Lesion and DM


AA625981
Hs.752
FK506 binding protein 1A (12 kD)

6.43E−05
1.38
1.73E−06
Lesion and no DM < Lesion and DM


NM_020650
Hs.39619
hypothetical protein LOC57333
RCN3
2.57E−04
1.38
9.13E−04
Lesion and no DM < Lesion and DM


NM_033301
Hs.178551
ribosomal protein L8
RPL8
6.43E−05
1.38
2.48E−06
Lesion and no DM < Lesion and DM


NM_006432
Hs.119529
Niemann-Pick disease, type C2
NPC2
9.42E−04
1.38
2.20E−05
Lesion and no DM < Lesion and DM


BF976811
Data not found
leucyl-tRNA synthetase

2.57E−04
1.37
1.37E−02
Lesion and no DM < Lesion and DM


NM_005625
Data not found
syndecan binding protein (syntenin)
SDCBP
6.43E−05
1.37
1.82E−03
Lesion and no DM < Lesion and DM


AI088089
Hs.164568
fibroblast growth factor 7 (keratinocyte growth

6.43E−05
1.37
1.06E−02
Lesion and no DM < Lesion and DM




factor)


NM_002631
Hs.75888
phosphogluconate dehydrogenase
PGD
2.57E−04
1.36
1.30E−03
Lesion and no DM < Lesion and DM


NM_003479
Hs.82911
protein tyrosine phosphatase type IVA, member 2
PTP4A2
2.57E−04
1.36
7.18E−03
Lesion and no DM < Lesion and DM


NM_080388
Data not found
hypothetical protein MGC17528
S100A16
9.42E−04
1.36
2.58E−03
Lesion and no DM < Lesion and DM


AA481464
Hs.699
peptidylprolyl isomerase B (cyclophilin B)

1.39E−08
1.36
1.07E−04
Lesion and no DM < Lesion and DM


NM_015414
Data not found
ribosomal protein L36
RPL36
9.42E−04
1.35
3.69E−03
Lesion and no DM < Lesion and DM


BG680524
Hs.129673
RNA, U67 small nucleolar

2.57E−04
1.35
6.60E−06
Lesion and no DM < Lesion and DM


NM_006335
Hs.20716
translocase of inner mitochondrial membrane
TIMM17A
6.43E−05
1.33
3.41E−03
Lesion and no DM < Lesion and DM




17 homolog A (yeast)


NM_002074
Hs.215595
guanine nucleotide binding protein (G protein),
GNB1
2.57E−04
1.33
5.48E−02
Lesion and no DM < Lesion and DM




beta polypeptide 1


NM_000393
Hs.82985
collagen, type V, alpha 2
COL5A2
2.57E−04
1.32
2.06E−06
Lesion and no DM < Lesion and DM


BC004215
Data not found

Homo sapiens, eukaryotic translation elongation


9.42E−04
1.31
2.68E−02
Lesion and no DM < Lesion and DM




factor 1 gamma, clone MGC: 4501




IMAGE: 2964623, mRNA, complete cds


NM_007075
Data not found
JM5 protein
WDRX1
3.03E−06
1.30
2.15E−03
Lesion and no DM < Lesion and DM


NM_002615
Hs.173594
serine (or cysteine) proteinase inhibitor, clade F
SERPINF1
3.03E−06
1.30
2.41E−01
Lesion and no DM < Lesion and DM




(alpha-2 antiplasmin, pigment epithelium




derived factor), member 1


NM_001780
Hs.76294
CD63 antigen (melanoma 1 antigen)
CD63
1.47E−05
1.30
2.39E−07
Lesion and no DM < Lesion and DM


NM_003299
Hs.82689
tumor rejection antigen (gp96) 1
TRA1
9.42E−04
1.30
3.65E−02
Lesion and no DM < Lesion and DM


AF208043
Hs.155530
interferon, gamma-inducible protein 16

6.43E−05
1.30
2.25E−02
Lesion and no DM < Lesion and DM


NM_000138
Hs.750
fibrillin 1 (Marfan syndrome)
FBN1
2.57E−04
1.29
3.82E−02
Lesion and no DM < Lesion and DM


NM_000944
Hs.272458
protein phosphatase 3 (formerly 2B), catalytic
PPP3CA
9.42E−04
1.29
1.49E−03
Lesion and no DM < Lesion and DM




subunit, alpha isoform (calcineurin A alpha)


H02884
Hs.76206
cadherin 5, type 2, VE-cadherin (vascular

9.42E−04
1.29
5.53E−03
Lesion and no DM < Lesion and DM




epithelium)


BU838358
Hs.102267
lysyl oxidase

9.42E−04
1.27
1.48E−02
Lesion and no DM < Lesion and DM


NM_005324
Hs.180877
H3 histone, family 3B (H3.3B)
H3F3B
2.57E−04
1.27
1.51E−05
Lesion and no DM < Lesion and DM


NM_021109
Hs.75968
thymosin, beta 4, X chromosome

9.42E−04
1.27
1.37E−02
Lesion and no DM < Lesion and DM


NM_032682
Data not found
forkhead box P1
FOXP1
9.42E−04
1.27
7.68E−02
Lesion and no DM < Lesion and DM


BE047418
Hs.119122
ribosomal protein L13a

2.57E−04
1.27
2.84E−03
Lesion and no DM < Lesion and DM


AJ238214
Data not found
WD repeat domain 9

2.57E−04
1.27
2.27E−03
Lesion and no DM < Lesion and DM


NM_153649
Hs.85844
tropomyosin 3
TPM3
9.42E−04
1.26
2.47E−03
Lesion and no DM < Lesion and DM


NM_000990
Hs.76064
ribosomal protein L27a
RPL27A
9.42E−04
1.26
9.61E−03
Lesion and no DM < Lesion and DM


NM_001012
Hs.151604
ribosomal protein S8
RPS8
9.42E−04
1.25
4.77E−03
Lesion and no DM < Lesion and DM


NM_002818
Hs.179774
proteasome (prosome, macropain) activator
PSME2
9.42E−04
1.25
7.06E−04
Lesion and no DM < Lesion and DM




subunit 2 (PA28 beta)


NM_005878
Hs.21858
trinucleotide repeat containing 3

2.57E−04
1.25
5.94E−02
Lesion and no DM < Lesion and DM


R22412
Hs.78146
platelet/endothelial cell adhesion molecule

2.57E−04
1.23
1.46E−01
Lesion and no DM < Lesion and DM




(CD31 antigen)


NM_004099
Data not found
stomatin

9.42E−04
1.23
1.35E−02
Lesion and no DM < Lesion and DM


AY092084
Hs.197642
RNA polymerase III subunit RPC2

2.57E−04
1.21
9.52E−03
Lesion and no DM < Lesion and DM


BC015601
Hs.73722
APEX nuclease (multifunctional DNA repair

2.57E−04
1.21
3.40E−03
Lesion and no DM < Lesion and DM




enzyme) 1


NM_003463
Hs.227777
protein tyrosine phosphatase type IVA, member 1
PTP4A1
2.57E−04
1.19
2.45E−02
Lesion and no DM < Lesion and DM


AJ318805
Data not found
ESTs, Weakly similar to hypothetical protein
B2M
1.47E−05
1.19
5.82E−03
Lesion and no DM < Lesion and DM




FLJ20378 [Homo sapiens] [H. sapiens]


NM_001614
Hs.14376
actin, gamma 1
ACTG1
3.03E−06
1.19
4.20E−03
Lesion and no DM < Lesion and DM


NM_005040
Data not found
prolylacarboxypeptidase (angiotensinase C)
PRCP
9.42E−04
1.18
4.58E−02
Lesion and no DM < Lesion and DM


AA292025
Hs.75545
interleukin 4 receptor

9.42E−04
1.18
1.14E−02
Lesion and no DM < Lesion and DM


W02761
Hs.159
tumor necrosis factor receptor superfamily,

9.42E−04
1.16
4.67E−02
Lesion and no DM < Lesion and DM




member 1A


NM_016019
Hs.7194
CGI-74 protein
LUC7L2
9.42E−04
1.14
1.20E−02
Lesion and no DM < Lesion and DM


NM_005566
Hs.2795
lactate dehydrogenase A
LDHA
9.42E−04
1.12
1.70E−01
Lesion and no DM < Lesion and DM


AA464526
Hs.82112
interleukin 1 receptor, type I

9.42E−04
1.07
6.63E−01
Lesion and no DM < Lesion and DM


AB033075
Hs.10669
development and differentiation enhancing

9.42E−04
1.06
3.66E−01
Lesion and no DM < Lesion and DM




factor 1


NM_016406
Hs.177507
hypothetical protein HSPC155
Ufc1
2.57E−04
−1.06
3.73E−01
Lesion and DM < Lesion and no DM


AA136125
Hs.89718
spermine synthase

2.57E−04
−1.11
1.80E−01
Lesion and DM < Lesion and no DM


BC007259
Hs.286

Homo sapiens, ribosomal protein L4, clone


2.57E−04
−1.11
1.87E−02
Lesion and DM < Lesion and no DM




MGC: 15542 IMAGE: 3050317, mRNA, complete cds


NM_001769
Hs.1244
CD9 antigen (p24)
CD9
9.42E−04
−1.11
2.07E−01
Lesion and DM < Lesion and no DM


AK097914
Hs.108124
ribosomal protein S4, X-linked

9.42E−04
−1.12
1.61E−03
Lesion and DM < Lesion and no DM


AK094555
Data not found
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 24

3.03E−06
−1.12
1.84E−01
Lesion and DM < Lesion and no DM


NM_006937
Hs.180139
SMT3 suppressor of mif two 3 homolog 2
SUMO2
9.42E−04
−1.12
7.66E−03
Lesion and DM < Lesion and no DM




(yeast)


AL527635
Hs.180789
S164 protein
S164
2.57E−04
−1.13
4.39E−02
Lesion and DM < Lesion and no DM


NM_002192
Data not found
inhibin, beta A (activin A, activin AB alpha
INHBA
9.42E−04
−1.13
1.66E−01
Lesion and DM < Lesion and no DM




polypeptide


NM_024408
Hs.8121
Notch homolog 2 (Drosophila)
NOTCH2
2.57E−04
−1.13
9.99E−02
Lesion and DM < Lesion and no DM


AI872254
Hs.159955
immunity associated protein 1

6.43E−05
−1.14
1.06E−02
Lesion and DM < Lesion and no DM


AL832349
Hs.279607
calpastatin
CAST
9.42E−04
−1.14
4.59E−03
Lesion and DM < Lesion and no DM


NM_004546
Hs.198272
NADH dehydrogenase (ubiquinone) 1 beta
NDUFB2
6.43E−05
−1.15
1.78E−02
Lesion and DM < Lesion and no DM




subcomplex, 2, 8 kDa


NM_003756
Data not found
eukaryotic translation initiation factor 3, subunit
EIF3S3
6.43E−05
−1.15
1.66E−02
Lesion and DM < Lesion and no DM




3 gamma, 40 kDa


NM_002793
Data not found
proteasome (prosome, macropain) subunit,
PSMB1
2.57E−04
−1.15
3.72E−04
Lesion and DM < Lesion and no DM




beta type, 1


BG698758
Hs.100293
O-linked N-acetylglucosamine (GlcNAc)

2.57E−04
−1.16
4.52E−02
Lesion and DM < Lesion and no DM




transferase (UDP-N-




acetylglucosamine:polypeptide-N-




acetylglucosaminyl transferase)


NM_057169
Data not found
G protein-coupled receptor kinase-interactor 2
GIT2
9.42E−04
−1.16
9.93E−03
Lesion and DM < Lesion and no DM


U38894
Hs.252831
Human protein tyrosine kinase t-Ror1 (Ror1)

2.57E−04
−1.16
3.66E−03
Lesion and DM < Lesion and no DM



mRNA, complete cds


BM977503
Hs.129872
sperm associated antigen 9

9.42E−04
−1.16
2.16E−02
Lesion and DM < Lesion and no DM


BF569545
Hs.146428
collagen, type V, alpha 1

2.57E−04
−1.16
7.65E−02
Lesion and DM < Lesion and no DM


NM_000983
Hs.326249
ribosomal protein L22
RPL22
6.43E−05
−1.17
1.33E−05
Lesion and DM < Lesion and no DM


NM_014372
Hs.96334
ring finger protein 11
RNF11
9.42E−04
−1.17
5.34E−02
Lesion and DM < Lesion and no DM


NM_014624
Hs.275243
S100 calcium binding protein A6 (calcyclin)
S100A6
9.42E−04
−1.17
1.57E−02
Lesion and DM < Lesion and no DM


NM_004064
Hs.238990
cyclin-dependent kinase inhibitor 1B (p27, Kip1)
CDKN1B
9.42E−04
−1.18
1.54E−02
Lesion and DM < Lesion and no DM


NM_004788
Hs.75275
ubiquitination factor E4A (UFD2 homolog,
UBE4A
9.42E−04
−1.18
1.13E−03
Lesion and DM < Lesion and no DM




yeast)


NM_004337
Hs.40539
chromosome 8 open reading frame 1
C8orf1
9.42E−04
−1.18
2.66E−01
Lesion and DM < Lesion and no DM


NM_025238
Hs.21332
BTB (POZ) domain containing 1
BTBD1
2.57E−04
−1.18
1.20E−02
Lesion and DM < Lesion and no DM


NM_003380
Hs.297753
vimentin
VIM
6.43E−05
−1.18
3.59E−02
Lesion and DM < Lesion and no DM


AA425011
Hs.180799
C3HC4-type zinc finger protein

3.03E−06
−1.18
1.25E−06
Lesion and DM < Lesion and no DM


AK097395
Hs.119
superoxide dismutase 2, mitochondrial

2.57E−04
−1.18
1.59E−02
Lesion and DM < Lesion and no DM


NM_017830
Hs.132071
ovarian carcinoma immunoreactive antigen
OCIA
5.65E−07
−1.18
3.41E−03
Lesion and DM < Lesion and no DM


NM_001664
Hs.77273
ras homolog gene family, member A
RHOA
5.65E−07
−1.18
2.62E−04
Lesion and DM < Lesion and no DM


NM_003143
Hs.923
single-stranded DNA binding protein
SSBP1
6.43E−05
−1.18
9.93E−06
Lesion and DM < Lesion and no DM


NM_000611
Hs.119663
CD59 antigen p18-20 (antigen identified by
CD59
9.42E−04
−1.18
2.54E−03
Lesion and DM < Lesion and no DM




monoclonal antibodies 16.3A5, EJ16, EJ30,




EL32 and G344)


AB046844
Hs.6639
G protein-coupled receptor 107

2.57E−04
−1.18
7.79E−04
Lesion and DM < Lesion and no DM


NM_006597
Hs.180414
heat shock 70 kDa protein 8
HSPA8
9.42E−04
−1.19
2.90E−02
Lesion and DM < Lesion and no DM


NM_016055
Hs.82389
mitochondrial ribosomal protein L48

9.42E−04
−1.19
1.60E−05
Lesion and DM < Lesion and no DM


NM_138799
Hs.15641
hypothetical protein BC016005
OACT2
9.42E−04
−1.19
1.90E−02
Lesion and DM < Lesion and no DM


NM_001642
Hs.279518
amyloid beta (A4) precursor-like protein 2
APLP2
6.43E−05
−1.19
9.38E−04
Lesion and DM < Lesion and no DM


NM_144778
Hs.283609
muscleblind-like protein MBLL39

6.43E−05
−1.19
5.70E−03
Lesion and DM < Lesion and no DM


NM_016252
Hs.250646
baculoviral IAP repeat-containing 6 (apollon)
BIRC6
9.42E−04
−1.20
9.74E−05
Lesion and DM < Lesion and no DM


AK074898
Hs.260622
butyrate-induced transcript 1

3.03E−06
−1.20
2.50E−04
Lesion and DM < Lesion and no DM


NM_003977
Data not found
aryl hydrocarbon receptor interacting protein
AIP
9.42E−04
−1.20
6.67E−02
Lesion and DM < Lesion and no DM


NM_001969
Data not found
eukaryotic translation initiation factor 5
EIF5
9.42E−04
−1.20
3.01E−03
Lesion and DM < Lesion and no DM


NM_006753
Hs.274430
surfeit 6
SURF6
9.42E−04
−1.21
3.32E−02
Lesion and DM < Lesion and no DM


NM_001068
Hs.75248
topoisomerase (DNA) II beta 180 kDa
TOP2B
2.57E−04
−1.21
4.43E−04
Lesion and DM < Lesion and no DM


NM_033546
Hs.336916
myosin regulatory light chain
MRLC2
9.42E−04
−1.21
9.41E−04
Lesion and DM < Lesion and no DM


NM_053023
Data not found
zinc finger protein 91 homolog (mouse)
ZFP91
9.42E−04
−1.21
1.86E−03
Lesion and DM < Lesion and no DM


NM_006048
Data not found
ubiquitination factor E4B (UFD2 homolog,
UBE4B
6.43E−05
−1.21
3.09E−05
Lesion and DM < Lesion and no DM




yeast)


NM_001028
Hs.113029
ribosomal protein S25
RPS25
2.57E−04
−1.21
6.43E−04
Lesion and DM < Lesion and no DM


NM_032412
Hs.323512
putative nuclear protein ORF1-FL49
ORF1-FL49
9.42E−04
−1.21
1.67E−05
Lesion and DM < Lesion and no DM


NM_005496
Hs.50758
SMC4 structural maintenance of chromosomes
SMC4L1
9.42E−04
−1.22
1.07E−03
Lesion and DM < Lesion and no DM




4-like 1 (yeast)


NM_006371
Data not found
cartilage associated protein
CRTAP
6.43E−05
−1.22
1.42E−04
Lesion and DM < Lesion and no DM


NM_004156
Hs.80350
protein phosphatase 2 (formerly 2A), catalytic
PPP2CB
9.42E−04
−1.22
2.00E−03
Lesion and DM < Lesion and no DM




subunit, beta isoform


NM_006888
Hs.177656
calmodulin 1 (phosphorylase kinase, delta)
CALM1
9.42E−08
−1.22
1.84E−04
Lesion and DM < Lesion and no DM


NM_002958
Hs.79350
RYK receptor-like tyrosine kinase
RYK
9.42E−04
−1.22
3.63E−05
Lesion and DM < Lesion and no DM


NM_015270
Hs.12373
adenylate cyclase 6
ADCY6
9.42E−04
−1.22
2.68E−03
Lesion and DM < Lesion and no DM


NM_139207
Hs.179662
nucleosome assembly protein 1-like 1
NAP1L1
3.03E−06
−1.23
3.05E−06
Lesion and DM < Lesion and no DM


AA919115
Hs.5807
RAB14, member RAS oncogene family

3.03E−06
−1.23
4.66E−07
Lesion and DM < Lesion and no DM


L10717
Data not found
IL2-inducible T-cell kinase

2.57E−04
−1.23
9.85E−04
Lesion and DM < Lesion and no DM


NM_016091
Hs.119503
eukaryotic translation inititation factor 3, subunit
EIF3S6IP
2.57E−04
−1.23
2.82E−04
Lesion and DM < Lesion and no DM




6 interacting protein


AK054993
Hs.173737
ras-related C3 botulinum toxin substrate 1 (rho

3.03E−06
−1.23
6.06E−06
Lesion and DM < Lesion and no DM




family, small GTP binding protein Rac1)


NM_003330
Hs.13046
thioredoxin reductase 1
TXNRD1
9.42E−04
−1.23
1.90E−02
Lesion and DM < Lesion and no DM


NM_022151
Hs.24719
modulator of apoptosis 1
MOAP1
2.57E−04
−1.23
3.89E−04
Lesion and DM < Lesion and no DM


NM_004578
Hs.119007
RAB4A, member RAS oncogene family
RAB4A
6.43E−05
−1.23
5.44E−04
Lesion and DM < Lesion and no DM


NM_001568
Hs.106673
eukaryotic translation initiation factor 3, subunit
EIF3S6
6.43E−05
−1.24
1.99E−04
Lesion and DM < Lesion and no DM




6 48 kDa


NM_134442
Hs.79194
cAMP responsive element binding protein 1
CREB1
9.42E−04
−1.24
1.15E−02
Lesion and DM < Lesion and no DM


NM_001001
Hs.336628
ribosomal protein L36a-like
RPL36AL
2.57E−04
−1.24
1.34E−06
Lesion and DM < Lesion and no DM


NM_020191
Hs.107127
mitochondrial ribosomal protein S22
MRPS22
9.42E−04
−1.24
8.50E−05
Lesion and DM < Lesion and no DM


NM_003128
Hs.324648
spectrin, beta, non-erythrocytic 1
SPTBN1
6.43E−05
−1.24
7.16E−03
Lesion and DM < Lesion and no DM


NM_001967
Hs.182429
eukaryotic translation initiation factor 4A,
EIF4A2
2.57E−04
−1.24
4.93E−03
Lesion and DM < Lesion and no DM




isoform 2


D16920
Hs.184592
Human HepG2 3′region cDNA, clone hmd3e07

6.43E−05
−1.24
4.32E−05
Lesion and DM < Lesion and no DM


AK055130
Hs.182278
calmodulin 2 (phosphorylase kinase, delta)

3.03E−06
−1.24
2.64E−04
Lesion and DM < Lesion and no DM


NM_001745
Hs.13572
calcium modulating ligand
CAMLG
2.57E−04
−1.25
3.33E−03
Lesion and DM < Lesion and no DM


NM_018178
Hs.29379
hypothetical protein FLJ10687
GPP34R
2.57E−04
−1.25
8.63E−02
Lesion and DM < Lesion and no DM


NM_003472
Hs.110713
DEK oncogene (DNA binding)
DEK
9.42E−04
−1.25
1.01E−05
Lesion and DM < Lesion and no DM


NM_023005
Hs.194688
bromodomain adjacent to zinc finger domain,1B
BAZ1B
2.57E−04
−1.25
1.37E−04
Lesion and DM < Lesion and no DM


NM_003405
Hs.75544
tyrosine 3-monooxygenase/tryptophan 5-
YWHAH
6.43E−05
−1.25
1.87E−02
Lesion and DM < Lesion and no DM




monooxygenase activation protein, eta




polypeptide


NM_005100
Data not found
A kinase (PRKA) anchor protein (gravin) 12

9.42E−04
−1.25
2.02E−04
Lesion and DM < Lesion and no DM


NM_012425
Data not found
Ras suppressor protein 1
RSU1
9.42E−04
−1.25
3.30E−03
Lesion and DM < Lesion and no DM


NM_005054
Hs.334733
RAN binding protein 2-like 1
RANBP2L1
2.57E−04
−1.26
8.11E−04
Lesion and DM < Lesion and no DM


NM_003337
Hs.811
ubiquitin-conjugating enzyme E2B (RAD6
UBE2B
6.43E−05
−1.26
4.93E−05
Lesion and DM < Lesion and no DM




homolog)


NM_004622
Hs.75066
translin
TSN
9.42E−04
−1.26
6.30E−03
Lesion and DM < Lesion and no DM


AW021657
Hs.70333
WW domain-containing adapter with a coiled-

5.65E−07
−1.26
4.10E−06
Lesion and DM < Lesion and no DM




coil region


NM_017446
Hs.167130
mitochondrial ribosomal protein L39

9.42E−04
−1.26
1.87E−02
Lesion and DM < Lesion and no DM


BC033161
Hs.75859
mitochondrial ribosomal protein L49

1.47E−05
−1.26
2.63E−06
Lesion and DM < Lesion and no DM


NM_006471
Hs.233936
myosin, light polypeptide, regulatory, non-
MRCL3
9.42E−04
−1.27
6.72E−04
Lesion and DM < Lesion and no DM




sarcomeric (20 kD)


BC030594
Hs.83532
membrane cofactor protein (CD46, trophoblast-

2.57E−04
−1.27
6.08E−08
Lesion and DM < Lesion and no DM




lymphocyte cross-reactive antigen)


NM_153207
Hs.285833
hypothetical protein MGC17922
AEBP2
2.57E−04
−1.27
2.91E−03
Lesion and DM < Lesion and no DM


NM_001685
Hs.73851
ATP synthase, H + transporting, mitochondrial
ATP5J
1.47E−05
−1.27
2.93E−05
Lesion and DM < Lesion and no DM




F0 complex, subunit F6


NM_004236
Hs.30212
thyroid receptor interacting protein 15
TRIP 15
6.43E−05
−1.27
8.24E−04
Lesion and DM < Lesion and no DM


AB011182
Hs.118087
trans-activated by hepatitis C virus core protein 1

1.47E−05
−1.27
5.50E−06
Lesion and DM < Lesion and no DM


NM_004130
Hs.174071
glycogenin

1.47E−05
−1.27
1.57E−02
Lesion and DM < Lesion and no DM


NM_001792
Hs.161
cadherin 2, type 1, N-cadherin (neuronal)
CDH2
9.42E−04
−1.27
5.21E−03
Lesion and DM < Lesion and no DM


BM988640
Hs.6441
tissue inhibitor of metalloproteinase 2

1.47E−05
−1.28
2.31E−04
Lesion and DM < Lesion and no DM


AI004325
Hs.181022
CGI-07 protein

1.47E−05
−1.28
6.64E−04
Lesion and DM < Lesion and no DM


NM_016038
Hs.110445
CGI-97 protein
SBDS
1.47E−05
−1.28
5.15E−03
Lesion and DM < Lesion and no DM


BM462724
Hs.288971
myeloid/lymphoid or mixed-lineage leukemia3

2.57E−04
−1.28
2.18E−05
Lesion and DM < Lesion and no DM


NM_032205
Hs.44159
hypothetical protein FLJ21615
CGI-72
2.57E−04
−1.28
7.53E−04
Lesion and DM < Lesion and no DM


NM_145693
Data not found
lipin 1
LPIN1
9.42E−04
−1.28
4.49E−06
Lesion and DM < Lesion and no DM


AW383166
Hs.110950
Rag C protein

3.03E−06
−1.29
1.66E−06
Lesion and DM < Lesion and no DM


AA974960
Hs.12865
likely ortholog of rat p47

1.47E−05
−1.29
2.01E−07
Lesion and DM < Lesion and no DM


NM_007342
Hs.168352
nucleoporin-like protein 1
NUPL2
1.47E−05
−1.29
1.56E−07
Lesion and DM < Lesion and no DM


U16850
Hs.279009

Homo sapiens calmodulin-1 (CALM1) mRNA,


6.43E−05
−1.29
4.78E−03
Lesion and DM < Lesion and no DM




3′UTR, partial sequence


NM_002567
Hs.80423
prostatic binding protein
PBP
5.65E−07
−1.29
2.42E−09
Lesion and DM < Lesion and no DM


BC036469
In multiple cluste
chromosome 20 open reading frame 99

2.57E−04
−1.29
4.77E−06
Lesion and DM < Lesion and no DM


NM_003678
Hs.75361
chromosome 22 open reading frame 19
C22orf19
6.43E−05
−1.29
2.92E−03
Lesion and DM < Lesion and no DM


AK093643
Hs.82193
esterase D/formylglutathione hydrolase

6.43E−05
−1.29
4.67E−05
Lesion and DM < Lesion and no DM


NM_020235
Hs.35380
bobby sox homolog (Drosophila)
BBX
6.43E−05
−1.29
1.15E−03
Lesion and DM < Lesion and no DM


NM_005875
Hs.21756
translation factor sui1 homolog
GC20
9.42E−04
−1.30
2.96E−04
Lesion and DM < Lesion and no DM


BC005850
Hs.31551

Homo sapiens, core-binding factor, runt


9.42E−04
−1.30
4.00E−04
Lesion and DM < Lesion and no DM




domain, alpha subunit 2; translocated to, 1;




cyclin D-related, clone MGC: 2796




IMAGE: 2961112, mRNA, complete cds


NM_002633
Data not found
phosphoglucomutase 1
PGM1
9.42E−04
−1.30
2.38E−04
Lesion and DM < Lesion and no DM


NM_138271
Hs.96264
alpha thalassemia/mental retardation syndrome
ATRX
1.47E−05
−1.30
6.80E−07
Lesion and DM < Lesion and no DM




X-linked (RAD54 homolog, S. cerevisiae)


NM_000274
Hs.75485
ornithine aminotransferase (gyrate atrophy)
OAT
9.42E−04
−1.30
2.22E−05
Lesion and DM < Lesion and no DM


NM_022730
Hs.114432
COP9 constitutive photomorphogenic homolog
COPS7B
6.43E−05
−1.30
1.61E−04
Lesion and DM < Lesion and no DM




subunit 7B (Arabidopsis)


NM_001483
Hs.152707
glioblastoma amplified sequence
GBAS
9.42E−04
−1.31
1.34E−05
Lesion and DM < Lesion and no DM


NM_004939
Hs.78580
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 1
DDX1
3.03E−06
−1.31
2.94E−02
Lesion and DM < Lesion and no DM


NM_006835
Hs.79933
cyclin I
CCNI
5.65E−07
−1.31
4.07E−07
Lesion and DM < Lesion and no DM


AK074962
Data not found
CGI-109 protein

2.57E−04
−1.31
1.02E−04
Lesion and DM < Lesion and no DM


NM_001378
Hs.66881
dynein, cytoplasmic, intermediate polypeptide 2
DNCI2
3.03E−06
−1.31
7.59E−10
Lesion and DM < Lesion and no DM


AB014511
Hs.70604
ATPase, Class II, type 9A
ATP9A
9.42E−04
−1.31
1.02E−02
Lesion and DM < Lesion and no DM


AA486556
Hs.54457
CD81 antigen (target of antiproliferative

5.65E−07
−1.31
7.09E−04
Lesion and DM < Lesion and no DM




antibody 1)


AB058688
Hs.47367
fem-1 homolog c (C. elegans)

6.43E−05
−1.31
7.44E−05
Lesion and DM < Lesion and no DM


NM_004282
Hs.55220
BCL2-associated athanogene 2
BAG2
1.47E−05
−1.32
1.95E−02
Lesion and DM < Lesion and no DM


BC025673
Hs.171626
S-phase kinase-associated protein 1A (p19A)

2.57E−04
−1.32
4.25E−05
Lesion and DM < Lesion and no DM


NM_002489
Data not found
NADH dehydrogenase (ubiquinone) 1 alpha
NDUFA4
2.57E−04
−1.32
4.75E−04
Lesion and DM < Lesion and no DM




subcomplex, 4, 9 kDa


NM_000127
Hs.184161
exostoses (multiple) 1
EXT1
2.57E−04
−1.32
1.23E−03
Lesion and DM < Lesion and no DM


AF001893
Data not found
multiple endocrine neoplasia I

9.42E−04
−1.32
2.71E−03
Lesion and DM < Lesion and no DM


NM_014633
Hs.173288
likely ortholog of mouse TPR-containing, SH2-
SH2BP1
9.42E−04
−1.32
8.29E−03
Lesion and DM < Lesion and no DM




binding phosphoprotein


NM_018981
Hs.1098
DKFZp434J1813 protein
DNAJC10
6.43E−05
−1.32
1.27E−03
Lesion and DM < Lesion and no DM


BM783345
Hs.24119
NIMA (never in mitosis gene a)-related kinase 7

9.42E−04
−1.33
6.18E−05
Lesion and DM < Lesion and no DM


NM_014043
Hs.11449
DKFZP564O123 protein
DKFZP564O123
9.42E−04
−1.33
9.22E−05
Lesion and DM < Lesion and no DM


NM_021943
Hs.6120
testis expressed sequence 27
TEX27
9.42E−04
−1.34
4.50E−04
Lesion and DM < Lesion and no DM


NM_002211
Data not found
integrin, beta 1 (fibronectin receptor, beta

9.42E−04
−1.34
7.16E−05
Lesion and DM < Lesion and no DM




polypeptide, antigen CD29 includes MDF2,




MSK12)


NM_020524
Hs.8068
hematopoietic PBX-interacting protein
PBXIP1
3.03E−06
−1.34
4.21E−06
Lesion and DM < Lesion and no DM


NM_031885
Hs.332633
Bardet-Biedl syndrome 2
BBS2
2.57E−04
−1.35
3.82E−03
Lesion and DM < Lesion and no DM


NM_014000
Hs.75350
vinculin
VCL
6.43E−05
−1.35
1.59E−02
Lesion and DM < Lesion and no DM


NM_032476
Hs.6945
mitochondrial ribosomal protein S6
MRPS6
6.43E−05
−1.35
2.53E−03
Lesion and DM < Lesion and no DM


NM_005257
Hs.50924
GATA binding protein 6
GATA6
2.57E−04
−1.36
8.88E−04
Lesion and DM < Lesion and no DM


AF278532
Hs.102541
netrin 4

2.57E−04
−1.37
2.42E−03
Lesion and DM < Lesion and no DM


NM_033305
Hs.53542
chorea acanthocytosis
VPS13A
2.57E−04
−1.39
2.07E−03
Lesion and DM < Lesion and no DM


NM_002884
Hs.865
RAP1A, member of RAS oncogene family
RAP1A
3.03E−06
−1.39
5.53E−07
Lesion and DM < Lesion and no DM


NM_003715
Hs.325948
vesicle docking protein p115
VDP
6.43E−05
−1.40
2.50E−08
Lesion and DM < Lesion and no DM


NM_003932
Hs.119222
suppression of tumorigenicity 13 (colon
ST13
9.42E−08
−1.40
6.26E−09
Lesion and DM < Lesion and no DM




carcinoma) (Hsp70 interacting protein)


NM_015904
Hs.158688
translation initiation factor IF2
EIF5B
9.42E−08
−1.40
2.09E−06
Lesion and DM < Lesion and no DM


NM_006135
Hs.184270
capping protein (actin filament) muscle Z-line,
CAPZA1
9.42E−04
−1.40
7.20E−04
Lesion and DM < Lesion and no DM




alpha 1


AK027166
Hs.12929
hypothetical protein FLJ20721
HLC-8
1.47E−05
−1.40
8.61E−05
Lesion and DM < Lesion and no DM


NM_133494
Data not found
NIMA (never in mitosis gene a)-related kinase 7
NEK7
9.42E−04
−1.41
8.35E−03
Lesion and DM < Lesion and no DM


NM_015906
Hs.287414
tripartite motif-containing 33

2.57E−04
−1.41
1.44E−04
Lesion and DM < Lesion and no DM


NM_001102
Hs.119000
actinin, alpha 1
ACTN1
3.03E−06
−1.42
6.54E−04
Lesion and DM < Lesion and no DM


NM_002948
Hs.74267
ribosomal protein L15
RPL15
3.03E−06
−1.43
9.37E−08
Lesion and DM < Lesion and no DM


BC038508
Hs.25726
transposon-derived Buster1 transposase-like

3.03E−06
−1.43
5.53E−06
Lesion and DM < Lesion and no DM




protein


BG537456
Data not found
osteonectin
SPARC
6.43E−05
−1.44
9.94E−05
Lesion and DM < Lesion and no DM


NM_033138
Hs.325474
caldesmon 1

6.43E−05
−1.44
1.21E−02
Lesion and DM < Lesion and no DM


NM_000919
Data not found
peptidylglycine alpha-amidating
PAM
6.43E−05
−1.46
6.42E−08
Lesion and DM < Lesion and no DM




monooxygenase


NM_024071
Data not found
hypothetical protein MGC2550
ZFYVE21
2.57E−04
−1.47
3.06E−04
Lesion and DM < Lesion and no DM


BU075881
Hs.11261
small proline-rich protein 2A
HSMPP8
6.43E−05
−1.47
1.38E−06
Lesion and DM < Lesion and no DM


NM_005359
Hs.75862
MAD, mothers against decapentaplegic
SMAD4
1.47E−05
−1.47
5.09E−06
Lesion and DM < Lesion and no DM




homolog 4 (Drosophila)


NM_014819
Hs.279849
KIAA0438 gene product
PJA2
6.43E−05
−1.48
3.22E−06
Lesion and DM < Lesion and no DM


BQ223934
Hs.77837
UDP-glucose pyrophosphorylase 2

3.03E−06
−1.49
2.21E−08
Lesion and DM < Lesion and no DM


BM982785
Hs.17820
Rho-associated, coiled-coil containing protein

6.43E−05
−1.49
4.40E−06
Lesion and DM < Lesion and no DM




kinase 1


NM_004071
Hs.2083
CDC-like kinase 1
CLK1
2.57E−04
−1.51
5.33E−05
Lesion and DM < Lesion and no DM


NM_000627
Hs.241257
latent transforming growth factor beta binding

1.47E−05
−1.53
8.45E−05
Lesion and DM < Lesion and no DM




protein 1


NM_000366
Hs.77899
tropomyosin 1 (alpha)
TPM1
6.43E−05
−1.53
2.97E−03
Lesion and DM < Lesion and no DM


BQ429410
Hs.17820
Rho-associated, coiled-coil containing protein

1.47E−05
−1.55
2.50E−06
Lesion and DM < Lesion and no DM




kinase 1


NM_016081
Hs.194431
palladin
KIAA0992
1.47E−05
−1.62
2.07E−03
Lesion and DM < Lesion and no DM


NM_014765
Hs.75187
translocase of outer mitochondrial membrane
TOMM20
1.39E−08
−1.62
3.92E−07
Lesion and DM < Lesion and no DM




20 (yeast) homolog


NM_005032
Data not found
plastin 3 (T isoform)
PLS3
9.42E−08
−1.63
9.47E−06
Lesion and DM < Lesion and no DM


AA046932
Hs.228598
My015

1.39E−08
−1.68
2.56E−11
Lesion and DM < Lesion and no DM


NM_021069
Data not found
Arg/Abl-interacting protein ArgBP2
ARGBP2
6.43E−05
−1.73
4.82E−04
Lesion and DM < Lesion and no DM


M69181
Hs.296842
myosin, heavy polypeptide 10, non-muscle

3.03E−06
−1.87
3.34E−06
Lesion and DM < Lesion and no DM







Genes with UnKnown Name/Functions (Note: Lesion > No lesion, Foldchange positive; No lesion > lesion, negative).














AI983239
Hs.8881
Hs.cDNA FLJ32163 fis, clone PLACE6000371

6.43E−05
2.05
1.98E−03
Lesion and no DM < Lesion and DM


R21535
Hs.83733
Hs.cDNA FLJ11724 fis, clone HEMBA1005331

5.65E−07
1.89
3.55E−07
Lesion and no DM < Lesion and DM


AW078807
Hs.10029
EST

1.47E−05
1.74
1.13E−04
Lesion and no DM < Lesion and DM


T80495
Hs. 124969
Hs. clone 24707 mRNA sequence

9.42E−04
1.71
1.02E−03
Lesion and no DM < Lesion and DM


AK092836
Data not found

Homo sapiens cDNA FLJ35517 fis, clone


5.65E−07
1.61
8.88E−05
Lesion and no DM < Lesion and DM




SPLEN2000698


BM690558
Data not found
ESTs, Highly similar to interferon induced

3.03E−06
1.58
2.33E−05
Lesion and no DM < Lesion and DM




transmembrane protein 3 (1-8U); interferon-




inducible [Homo sapiens] [H. sapiens]


AV706813
Hs. 184011
ESTs, Highly similar to IPYR_HUMAN Inorganic

3.03E−06
1.54
8.42E−06
Lesion and no DM < Lesion and DM




pyrophosphatase (Pyrophosphate phospho-




hydrolase) (PPase) [H. sapiens]


AK094728
Hs.284394

Homo sapiens cDNA FLJ37409 fis, clone


6.43E−05
1.53
1.49E−01
Lesion and no DM < Lesion and DM




BRAMY2028516, highly similar to




COMPLEMENT C3 PRECURSOR


AK025773
Hs.5822

Homo sapiens cDNA: FLJ22120 fis, clone


2.57E−04
1.52
1.11E−03
Lesion and no DM < Lesion and DM




HEP18874


BC007583
Hs.182426

Homo sapiens, clone MGC: 15572


9.42E−04
1.50
2.48E−04
Lesion and no DM < Lesion and DM




IMAGE: 3140342, mRNA, complete cds


AW088013
Hs.118633
EST

6.43E−05
1.47
3.00E−03
Lesion and no DM < Lesion and DM


AI273932
Data not found
EST

1.47E−05
1.46
2.95E−06
Lesion and no DM < Lesion and DM


AL832838
Hs.699
hypothetical protein FLJ13952

1.79E−09
1.46
4.14E−05
Lesion and no DM < Lesion and DM


AI612803
Hs.119122
EST

6.43E−05
1.45
1.71E−03
Lesion and no DM < Lesion and DM


AA486085
Hs.76293
EST

2.57E−04
1.42
8.41E−02
Lesion and no DM < Lesion and DM


AI813947
Hs.182426
ESTs, Highly similar to ribosomal protein S2;

2.57E−04
1.41
5.17E−05
Lesion and no DM < Lesion and DM




40S ribosomal protein S2 [Homo sapiens]




[H. sapiens]


AF495759
Hs.74170

Homo sapiens unknown mRNA


6.43E−05
1.39
3.04E−03
Lesion and no DM < Lesion and DM


AK026926
Hs.182429

Homo sapiens cDNA: FLJ23273 fis, clone


6.43E−05
1.38
6.41E−04
Lesion and no DM < Lesion and DM




HEP02611, highly similar to HSU79278 Human




protein disulfide isomerase-related protein P5




mRNA


BU536672
Data not found

Homo sapiens mRNA; cDNA DKFZp586O1224


1.39E−08
1.38
1.24E−09
Lesion and no DM < Lesion and DM




(from clone DKFZp586O1224)


BG254478
Data not found
ESTs, Highly similar to PC7084 GTP-binding

2.57E−04
1.36
5.26E−03
Lesion and no DM < Lesion and DM




protein 2 - human (fragment) [H. sapiens]


BM473144
Hs.73742
ESTs, Highly similar to RLAO_HUMAN 60S

1.47E−05
1.35
1.29E−03
Lesion and no DM < Lesion and DM




acidic ribosomal protein p0 (L10E) [H. sapiens]


BM801809
Hs.119122
ESTs, Highly similar to S29539 ribosomal

2.57E−04
1.34
1.70E−03
Lesion and no DM < Lesion and DM




protein L13a, cytosolic - human [H. sapiens]


AF116718
Hs.177516
hypothetical protein PRO2900

2.57E−04
1.34
4.55E−05
Lesion and no DM < Lesion and DM


BC011860
Hs.119598

Homo sapiens, clone MGC: 20593


9.42E−04
1.34
3.59E−03
Lesion and no DM < Lesion and DM




IMAGE: 4310440, mRNA, complete cds


BC000673
Hs.73742

Homo sapiens, Similar to helicase-like protein


9.42E−08
1.31
2.93E−04
Lesion and no DM < Lesion and DM




NHL, clone MGC: 665 IMAGE: 3347926, mRNA,




complete cds


NM_152452
Hs.104679
hypothetical protein MGC18216

9.42E−04
1.30
5.34E−03
Lesion and no DM < and DM


AK055474
Hs.7949

Homo sapiens cDNA: FLJ21721 fis, clone


2.57E−04
1.29
9.73E−04
Lesion and no DM < Lesion and DM




COLF0381


AW304232
Data not found
ESTs, Highly similar to RSP4_HUMAN 40S

2.57E−04
1.25
2.28E−04
Lesion and no DM < Lesion and DM




ribosomal protein SA (P40) (34/67 kDa laminin




receptor) (Colon carcinoma laminin-binding




protein) (NEM/1CHD4) [H. sapiens]


BC001805
Hs.278242

Homo sapiens, clone IMAGE: 3543670, mRNA,


2.57E−04
1.25
7.35E−03
Lesion and no DM < Lesion and DM




partial cds


AA192691
Data not found
EST

9.42E−04
1.24
1.87E−02
Lesion and no DM < Lesion and DM


AI359876
Data not found
EST

2.57E−04
1.23
3.41E−02
Lesion and no DM < Lesion and DM


BF683903
Hs.76230
ESTs, Highly similar to S55918 ribosomal

9.42E−04
1.23
9.78E−04
Lesion and no DM < Lesion and DM




protein S10, cytosolic - human [H. sapiens]


BM551542
Data not found
ESTs, Moderately similar to trinucleotide repeat

1.47E−05
1.22
3.48E−02
Lesion and no DM < Lesion and DM




containing 3; CAG repeat containing (glia-




derived nexin I alpha); expanded repeat




domain, CAG/CTG 3; CAG repeat domain




[Homo sapiens] [H. sapiens]


AI620703
Data not found
ESTs, Moderately similar to 0512543A oxidase

9.42E−04
1.22
9.91E−03
Lesion and no DM < Lesion and DM




II, cytochrome [Homo sapiens] [H. sapiens]


BE873458
Hs.55168
ESTs, Weakly similar to neuronal thread protein
KIAA1337
9.42E−04
1.22
3.12E−03
Lesion and no DM < Lesion and DM




[Homo sapiens] [H. sapiens]


AY044167
Hs.76064

Homo sapiens clone IMAGE: BE741130 mRNA


9.42E−04
1.21
8.53E−03
Lesion and no DM < Lesion and DM




sequence


BM011169
Data not found
ESTs, Highly similar to RL23_HUMAN 60S

9.42E−04
1.19
3.21E−02
Lesion and no DM < Lesion and DM




ribosomal protein L23 (L17) [H. sapiens]


AA158540
Hs.72242
EST

2.57E−04
1.17
5.89E−02
Lesion and no DM < Lesion and DM


NM_014679
Hs.151791
KIAA0092 gene product

2.57E−04
1.17
3.55E−03
Lesion and no DM < Lesion and DM


BC008758
Data not found
ESTs, Highly similar to IDHG_HUMAN

9.42E−04
−1.05
4.65E−01
Lesion and DM < Lesion and no DM




Isocitrate dehydrogenase [NAD] subunit




gamma, mitochondrial precursor (Isocitric




dehydrogenase) (NAD +− specific ICDH)




[H. sapiens]


NM_052897
Data not found
KIAA1887 protein

9.42E−04
−1.11
8.27E−02
Lesion and DM < Lesion and no DM


BQ016356
Hs.293287

Homo sapiens cDNA FLJ39255 fis, clone


9.42E−04
−1.12
2.97E−01
Lesion and DM < Lesion and no DM




OCBBF2008814


BM462590
Hs.182278
ESTs, Highly similar to D Chain D, Crystal

6.43E−05
−1.12
2.03E−01
Lesion and DM < Lesion and no DM




Structure Of The Edema Factor With




Calmodulin And 3′-Datp [H. sapiens]


AL833549
Hs.279949
KIAA1007 protein

9.42E−04
−1.12
1.53E−02
Lesion and DM < Lesion and no DM


NM_020462
Hs.180428
KIAA1181 protein

9.42E−04
−1.14
1.56E−04
Lesion and DM < Lesion and no DM


BM913262
Hs.181165
ESTs, Highly similar to EFHU1 translation

1.47E−05
−1.14
2.93E−04
Lesion and DM < Lesion and no DM




elongation factor eEF-1 alpha-1 chain - human




[H. sapiens]


AK098136
Hs.6236

Homo sapiens cDNA: FLJ21487 fis, clone


9.42E−04
−1.14
2.57E−02
Lesion and DM < Lesion and no DM




COLO5419


BC007568
Hs.306117

Homo sapiens, clone IMAGE: 3028427, mRNA,


9.42E−04
−1.16
9.14E−02
Lesion and DM < Lesion and no DM




partial cds


NM_032039
Data not found
hypothetical protein DKFZp761D0211
DKFZP761D0211
9.42E−04
−1.16
1.21E−02
Lesion and DM < Lesion and no DM


BC007607
Hs.155101

Homo sapiens, clone MGC: 15690


2.57E−04
−1.16
6.15E−03
Lesion and DM < Lesion and no DM




IMAGE: 3351222, mRNA, complete cds


AL832015
Hs.59838
hypothetical protein FLJ10808

9.42E−04
−1.17
1.07E−03
Lesion and DM < Lesion and no DM


AI675728
Hs.277122
EST

9.42E−04
−1.19
1.79E−02
Lesion and DM < Lesion and no DM


AL832747
Hs.296261

Homo sapiens mRNA; cDNA DKFZp686D0521


2.57E−04
−1.19
4.93E−04
Lesion and DM < Lesion and no DM




(from clone DKFZp686D0521)


NM_138357
Hs.4896
hypothetical protein BC010682
C10orf42
9.42E−04
−1.19
2.41E−02
Lesion and DM < Lesion and no DM


AW575695
Hs.157149
KIAA1627 protein

6.43E−05
−1.20
4.82E−05
Lesion and DM < Lesion and no DM


BQ025173
Hs.110950
ESTs

6.43E−05
−1.20
7.75E−06
Lesion and DM < Lesion and no DM


AK025703
Hs.173705

Homo sapiens cDNA: FLJ22050 fis, clone


1.47E−05
−1.20
4.07E−05
Lesion and DM < Lesion and no DM




HEP09454


AW976721
Hs.293327
ESTs

9.42E−04
−1.20
1.46E−02
Lesion and DM < Lesion and no DM


BC015615
Hs.104125

Homo sapiens, Similar to peroxisomal


3.03E−06
−1.21
5.64E−04
Lesion and DM < Lesion and no DM




biogenesis factor 6, clone MGC: 23066




IMAGE: 4840674, mRNA, complete cds


BC031936
Hs.30174

Homo sapiens, clone IMAGE: 4819348, mRNA,


2.57E−04
−1.21
4.61E−03
Lesion and DM < Lesion and no DM




partial cds


AK000745
Hs.243901

Homo sapiens mRNA; cDNA DKFZp564C1563

AK000745
9.42E−04
−1.22
2.72E−04
Lesion and DM < Lesion and no DM




(from clone DKFZp564C1563)


AK026784
Hs.301296

Homo sapiens cDNA: FLJ23131 fis, clone


9.42E−04
−1.22
2.42E−02
Lesion and DM < Lesion and no DM




LNG08502


AA643327
Hs.180946
ESTs, Highly similar to 2113200A ribosomal

9.42E−08
−1.22
1.40E−05
Lesion and DM < Lesion and no DM




protein L5 [Homo sapiens] [H. sapiens]


AK027539
Hs.112318

Homo sapiens cDNA FLJ14633 fis, clone


6.43E−05
−1.22
1.99E−05
Lesion and DM < Lesion and no DM




NT2RP2000938


BE276038
Data not found
ESTs, Highly similar to A32915 nucleophosmin -

6.43E−05
−1.23
5.49E−05
Lesion and DM < Lesion and no DM




human [H. sapiens]


AK074073
Hs.323193
hypothetical protein MGC3222

9.42E−04
−1.23
6.90E−05
Lesion and DM < Lesion and no DM


AW264180
Hs.6441
EST

6.43E−05
−1.23
2.73E−06
Lesion and DM < Lesion and no DM


AB046824
Hs.209464
KIAA1604 protein
KIAA1604
9.42E−04
−1.24
4.66E−04
Lesion and DM < Lesion and no DM


AB014578
Hs.12707
KIAA0678 protein

9.42E−04
−1.25
3.81E−04
Lesion and DM < Lesion and no DM


BM806103
Data not found
hypothetical protein FLJ14600

9.42E−04
−1.25
5.67E−04
Lesion and DM < Lesion and no DM


NM_014659
Hs.156814
KIAA0377 gene product
KIAA0377
9.42E−04
−1.26
1.59E−02
Lesion and DM < Lesion and no DM


BC011987
Data not found

Homo sapiens, clone IMAGE: 3857153, mRNA


2.57E−04
−1.27
4.34E−02
Lesion and DM < Lesion and no DM


NM_014967
Hs.5400
KIAA1018 protein

9.42E−04
−1.27
1.52E−03
Lesion and DM < Lesion and no DM


AK093924
Hs.297753

Homo sapiens cDNA FLJ36605 fis, clone


1.47E−05
−1.28
4.69E−03
Lesion and DM < Lesion and no DM




TRACH2015316, highly similar to VIMENTIN


AK022030
In multiple cluste

Homo sapiens cDNA FLJ11968 fis, clone


1.47E−05
−1.28
8.43E−06
Lesion and DM < Lesion and no DM




HEMBB1001133


AV719568
Data not found
EST

2.57E−04
−1.28
2.01E−04
Lesion and DM < Lesion and no DM


AB011142
Hs.180948
KIAA0570 gene product

1.47E−05
−1.29
1.97E−07
Lesion and DM < Lesion and no DM


AL553394
Hs.323164
hypothetical protein MGC2217

6.43E−05
−1.30
2.57E−04
Lesion and DM < Lesion and no DM


BC021287
Hs.184544

Homo sapiens, clone IMAGE: 3355383, mRNA,


1.39E−08
−1.30
1.45E−06
Lesion and DM < Lesion and no DM




partial cds


AF034176
Data not found

Homo sapiens clone 23872 mRNA sequence


2.57E−04
−1.30
1.18E−04
Lesion and DM < Lesion and no DM


AK091343
Hs.106330

Homo sapiens clone IMAGE: 49795, mRNA


2.57E−04
−1.31
1.02E−04
Lesion and DM < Lesion and no DM




sequence


BC015869
Hs.8136

Homo sapiens clone 23698 mRNA sequence


9.42E−04
−1.31
6.04E−04
Lesion and DM < Lesion and no DM


NM_014969
Hs.3830
KIAA0893 protein
KIAA0893
2.57E−04
−1.31
1.56E−07
Lesion and DM < Lesion and no DM


BC037313
Hs.137260
hypothetical protein FLJ23151

2.57E−04
−1.32
3.79E−03
Lesion and DM < Lesion and no DM


AK091994
Data not found

Homo sapiens cDNA FLJ34675 fis, clone


9.42E−04
−1.32
2.22E−04
Lesion and DM < Lesion and no DM




LIVER2001608


AL080234
Hs.8078

Homo sapiens clone FBD3 Cri-du-chat critical


3.03E−06
−1.32
8.62E−10
Lesion and DM < Lesion and no DM




region mRNA


AK055112
Hs.82503

Homo sapiens cDNA FLJ30550 fis, clone


2.57E−04
−1.33
1.18E−02
Lesion and DM < Lesion and no DM




BRAWH2001502


AB007916
Hs.214646
KIAA0447 gene product
KIAA0447
1.79E−09
−1.33
1.23E−08
Lesion and DM < Lesion and no DM


N67474
Hs.43157
ESTs

6.43E−05
−1.34
3.61E−07
Lesion and DM < Lesion and no DM


AK092475
Hs.294110

Homo sapiens cDNA FLJ35156 fis, clone


6.43E−05
−1.34
2.61E−05
Lesion and DM < Lesion and no DM




PLACE6011057


W69378
Hs.62669
Hs. mRNA; cDNA DKFZp586D0923 (from clone

2.57E−04
−1.34
1.08E−05
Lesion and DM < Lesion and no DM




DKFZp586D0923)


NM_018507
Hs.93379
hypothetical protein PRO1843

3.03E−06
−1.35
3.27E−06
Lesion and DM < Lesion and no DM


AK055662
Hs.5699

Homo sapiens cDNA FLJ31100 fis, clone


1.47E−05
−1.36
1.69E−05
Lesion and DM < Lesion and no DM




IMR321000242, weakly similar to ZINC




FINGER PROTEIN 33A


AF267856
Hs.8084
hypothetical protein dJ465N24.2.1

9.42E−04
−1.37
1.01E−04
Lesion and DM < Lesion and no DM


BM543221
Hs.343472
ESTs

9.42E−04
−1.39
1.81E−05
Lesion and DM < Lesion and no DM


AK027166
Hs.12929
hypothetical protein FLJ20721
FLJ20721
1.47E−05
−1.40
8.61E−05
Lesion and DM < Lesion and no DM


AK096403
Hs.111334

Homo sapiens cDNA FLJ39084 fis, clone


3.03E−06
−1.41
2.97E−05
Lesion and DM < Lesion and no DM




NT2RP7018871


NM_152535
Data not found
hypothetical protein FLJ31131

1.47E−05
−1.41
1.90E−07
Lesion and DM < Lesion and no DM


BQ879275
Hs.182183

Homo sapiens, clone IMAGE: 4296901, mRNA


9.42E−04
−1.43
1.41E−02
Lesion and DM < Lesion and no DM


BG028195
Hs.302746

Homo sapiens cDNA FLJ38755 fis, clone


3.03E−06
−1.43
5.68E−05
Lesion and DM < Lesion and no DM




KIDNE2012775, weakly similar to Homo





sapiens mRNA for transport-secretion protein





2.1


U23841
Hs.343465
ESTs

3.03E−06
−1.44
2.04E−08
Lesion and DM < Lesion and no DM


AK075484
Data not found

Homo sapiens cDNA PSEC0178 fis, clone


6.43E−05
−1.45
1.94E−04
Lesion and DM < Lesion and no DM




OVARC1000636


AL833137
Hs.290259

Homo sapiens, clone IMAGE: 3915000, mRNA


9.42E−08
−1.47
9.74E−08
Lesion and DM < Lesion and no DM


NM_014851
Hs.7764
KIAA0469 gene product

6.43E−05
−1.47
1.91E−06
Lesion and DM < Lesion and no DM


AK096260
Hs.12921
hypothetical protein FLJ14399
FLJ14399
3.03E−06
−1.48
6.64E−05
Lesion and DM < Lesion and no DM


AL833007
Hs.121520

Homo sapiens, clone IMAGE: 3625286, mRNA,


1.47E−05
−1.49
3.64E−04
Lesion and DM < Lesion and no DM




partial cds


AK055197
Hs.77899

Homo sapiens cDNA FLJ30635 fis, clone


1.47E−05
−1.50
6.70E−03
Lesion and DM < Lesion and no DM




CTONG2002520


AW104810
Hs.244257
ESTs

1.47E−05
−1.50
7.82E−06
Lesion and DM < Lesion and no DM


AK096204
Hs.227571

Homo sapiens cDNA FLJ38885 fis, clone


1.47E−05
−1.56
2.57E−03
Lesion and DM < Lesion and no DM




MESAN2017417, moderately similar to




REGULATOR OF G-PROTEIN SIGNALING 4


AF231512
Hs.10283

Homo sapiens RNA binding motif protein 8B


3.03E−06
−1.58
3.54E−06
Lesion and DM < Lesion and no DM




(RBM8B) mRNA, complete cds


AB040951
Hs.17311
KIAA1518 protein

2.57E−04
−1.63
7.06E−05
Lesion and DM < Lesion and no DM


BI430544
Hs.216381
ESTs

9.42E−04
−1.64
4.80E−04
Lesion and DM < Lesion and no DM


BC009220
Hs.292457

Homo sapiens, clone MGC: 16362


3.03E−06
−1.65
5.26E−06
Lesion and DM < Lesion and no DM




IMAGE: 3927795, mRNA, complete cds



















TABLE 4











Gene




Gene Name
Accession
Expected











Classification info
Gene Info
Score
Score
FDR










These genes are up-regulated in diabetic and down-regulated in non-diabetic samples. Analysis done on samples w/o lesions.












NM_000584
7F.8.G8
interleukin 8
2.1501
1.5569
2.8621


N98591
14N.7.C4
interleukin 6 (interferon, beta 2)
2.1291
1.4441
2.8621


AA936768
14N.7.D1
interleukin 1, alpha
2.008
1.3737
2.8621


BM803108
7F.4.E7
ESTs
1.9733
1.3366
2.8621


NM_000600
7F.2.F2
interleukin 6 (interferon, beta 2)
1.9366
1.3001
2.8621


NM_000600
9R.10.G7
interleukin 6 (interferon, beta 2)
1.9077
1.2747
2.8621


NM_000600
7F.7.B6
interleukin 6 (interferon, beta 2)
1.8876
1.2523
2.8621


N98591
14N.5.C4
interleukin 6 (interferon, beta 2)
1.8809
1.2341
2.8621


AI359876
12F.2.C11
EST
1.8679
1.2165
2.8621


AA156031
14N.4.G12
metallothionein 2A
1.8589
1.2003
2.8621


NHF
9R.3.A11

1.8443
1.1861
2.8621


NHF
7F.10.G3

1.8421
1.1743
2.8621


BF131637
7F.5.E2
metallothionein 2A
1.8311
1.1604
2.8621


NM_003670
9F.7.C8
basic helix-loop-helix domain containing, class B, 2
1.8277
1.1484
2.8621


NM_000600
7F.9.D11
interleukin 6 (interferon, beta 2)
1.7953
1.1372
3.05


NM_001235
7R.9.A7
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.7634
1.1278
3.5781




member 2


NHF
7F.8.A6

1.7405
1.118
3.8571


NM_004530
8R.1.B12
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type IV
1.7321
1.1097
3.8571




collagenase)


NM_001235
7F.4.D7
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.7154
1.1017
3.9861




member 2


NM_002982
7F.4.H8
chemokine (C—C motif) ligand 2
1.6959
1.0934
4.0625


NM_001235
7R.10.F12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.684
1.0849
4.0625




member 2


NM_004530
8F.3.H4
matrix metalloproteinase 2 (gelatinase A, 72 kDa gelatinase, 72 kDa type IV
1.6822
1.0778
4.0625




collagenase)


NM_002631
1F.1.D7
phosphogluconate dehydrogenase
1.6687
1.0709
4.125


NM_078467
9F.8.F8
cyclin-dependent kinase inhibitor 1A (p21, Cip1)
1.6614
1.0638
4.125


NM_001235
7R.2.D3
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.6556
1.0576
4.125




member 2


AA936768
14N.7.C12
interleukin 1, alpha
1.6348
1.0512
4.3913


NM_152862
7F.6.F1
actin related protein 2/3 complex, subunit 2, 34 kDa
1.6157
1.0457
4.5


NM_002923
7R.9.F12
regulator of G-protein signalling 2, 24 kDa
1.6129
1.0401
4.5


AI983239
14N.4.A9
Hs. cDNA FLJ32163 fis, clone PLACE6000371
1.6013
1.0343
4.5385


NM_001235
7R.1.H3
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.5979
1.0289
4.5385




member 2


NM_005415
9F.2.H7
solute carrier family 20 (phosphate transporter), member 1
1.5961
1.0237
4.5385


AA936768
14N.5.D1
interleukin 1, alpha
1.5911
1.0184
4.5385


AW772163
14N.1.B11
hypothetical protein FLJ20401
1.5695
1.0129
4.5536


NM_001235
8R.2.D12
serine (or cysteine) proteinase inhibitor, clade H (heat shock protein 47),
1.5676
1.0087
4.5536




member 2


R21535
14N.2.A11
Hs. cDNA FLJ11724 fis, clone HEMBA1005331
1.5674
1.004
4.5536


NHF
12R.1.F8

1.565
0.999
4.5536







Genes below are down-regulated in diabetic and up-regulated in non-diabetic samples. Analysis done on samples w/o lesions.












NHF
7F.7.H2

−1.6926
−1.1314
4.9237


NM_144573
8R.8.G7
likely ortholog of rat F-actin binding protein nexilin
−1.694
−1.1384
4.9237


BQ429410
9R.2.A7
Rho-associated, coiled-coil containing protein kinase 1
−1.6977
−1.1459
4.9237


BC009220
9R.4.G4

Homo sapiens, clone MGC: 16362 IMAGE: 3927795, mRNA, complete cds

−1.7433
−1.1537
4.2111


NM_013943
1R.2.E9
chloride intracellular channel 4
−1.7631
−1.1626
4.125


AF156100
8R.7.B10
fibulin 6
−1.7833
−1.1717
4.0405


NHF
7F.7.E4

−1.805
−1.1809
3.7576


AL833007
9R.9.F8

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.8444
−1.1891
3.3387


NHF
9R.6.C7

−1.8884
−1.1988
2.4


NM_005863
8R.4.B9
neuroepithelial cell transforming gene 1
−1.8915
−1.2102
2.4


NHF
9R.3.E3

−1.9077
−1.224
2.4


NHF
9R.5.F6

−1.9291
−1.2365
2.4


AL833007
7R.2.E4

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.9363
−1.2512
2.4


AL833007
9R.2.C1

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−1.9564
−1.2656
2.4


NM_014890
12F.2.H3
downregulated in ovarian cancer 1
−2.001
−1.2832
2.1111


AA629603
14N.4.E6
PTPL1-associated RhoGAP 1
−2.0461
−1.3011
1.6875


M14219
9R.9.C4
Human chondroitin/dermatan sulfate proteoglycan (PG40) core protein
−2.141
−1.3242
1




mRNA, complete cds


AL833007
8F.9.D1

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−2.1458
−1.3504
1


AL833007
9R.9.B6

Homo sapiens, clone IMAGE: 3625286, mRNA, partial cds

−2.1808
−1.3778
1


NHF
9R.8.H12

−2.215
−1.4119
1


AL832780
7F.7.D4

Homo sapiens mRNA; cDNA DKFZp686J037 (from clone DKFZp686J037)

−2.2441
−1.4563
1


NM_003601
7F.7.H8
SWI/SNF related, matrix associated, actin dependent regulator of chromatin,
−2.2863
−1.5301
1




subfamily a, member 5


N73625
14N.2.B2
EST
−2.4132
−1.6857
1
























TABLE 8












TNoM
Ratio fold
t-test score
Change



SystematicName
UnigeneCode
GeneName
GeneSymbol
p-value
change
p-value
Directions
Comments















Genes with Known Name/or Functions (Note: Statin > No statin, Foldchange pos.; No statin > statin, Foldchange neg.).















R09728
Hs.26530
serum deprivation response (phosphatidylserine binding protein)

5.83E−06
1.49
1.08E−05
No statin < Statin



NM_004772
Hs.142827
P311 protein
C5orf13
1.75E−06
1.40
1.16E−08
No statin < Statin


NM_006925
Hs.166975
splicing factor, arginine/serine-rich 5
SFRS5
5.83E−06
1.40
8.04E−06
No statin < Statin


NM_006925
Hs.166975
splicing factor, arginine/serine-rich 5
SFRS5
5.83E−06
1.40
8.04E−06
No statin < Statin


AF001893
Hs.240443
multiple endocrine neoplasia I

5.53E−05
1.39
2.58E−04
No statin < Statin


AI02885
Hs.2351
protein C (inactivator of coagulation factors Va and VIIIa)

1.84E−05
1.36
1.47E−03
No statin < Statin


AA115076
Hs.82071
Cbp/p300-interacting transactivator, with Glu/Asp-rich carboxy-terminal

1.75E−06
1.33
6.23E−04
No statin < Statin




domain, 2


AA039932
Hs.89887
thromboxane A2 receptor

1.58E−04
1.31
1.56E−03
No statin < Statin


NM_025197
Hs.20157
CDK5 regulatory subunit associated protein 3
CDK5RAP3
1.58E−04
1.28
5.53E−04
No statin < Statin


R36467
Hs.1103
transforming growth factor, beta 1

1.58E−04
1.28
5.05E−03
No statin < Statin
Known


NM_000930
Hs.274404
plasminogen activator, tissue
PLAT
5.53E−05
1.27
2.93E−03
No statin < Statin


N53447
Hs.17109
integral membrane protein 2A

4.28E−04
1.26
1.96E−01
No statin < Statin


W72329
Hs.36
lymphotoxin alpha (TNF superfamily, member 1)

1.58E−04
1.25
1.06E−02
No statin < Statin


NM_002414
Hs.177543
antigen identified by monoclonal antibodies 12E7, F21 and O13
CD99
1.84E−05
1.24
1.39E−04
No statin < Statin


NM_032870
Hs.18368
SR rich protein
C6orf111
1.11E−03
1.23
3.63E−03
No statin < Statin


NM_006985
Hs.251928
nuclear pore complex interacting protein
NPIP
1.58E−04
1.22
2.26E−03
No statin < Statin


NM_006283
Hs.173159
transforming, acidic coiled-coil containing protein 1
TACC1
1.58E−04
1.21
1.39E−04
No statin < Statin


NM_021109
Hs.75968
thymosin, beta 4, X chromosome

1.11E−03
1.20
2.53E−04
No statin < Statin


NM_001642
Hs.279518
amyloid beta (A4) precursor-like protein 2
APLP2
1.11E−03
1.20
1.73E−04
No statin < Statin


AI341605
Hs.133207
PTPRF interacting protein, binding protein 1 (liprin beta 1)

4.28E−04
1.17
6.93E−03
No statin < Statin


NM_005015
Hs.151134
oxidase (cytochrome c) assembly 1-like
OXA1L
1.84E−05
1.14
5.77E−03
No statin < Statin


NM_016237
Hs.7101
anaphase promoting complex subunit 5
ANAPC5
4.28E−04
1.13
3.50E−04
No statin < Statin


H66617
Hs.78979
Golgi apparatus protein 1

1.11E−03
1.11
2.63E−02
No statin < Statin


NM_005324
Hs.180877
H3 histone, family 3B (H3.3B)
H3F3B
4.28E−04
−1.13
3.52E−03
Statin < No statin


NM_004508
Hs.76038
isopentenyl-diphosphate delta isomerase
IDI1
1.11E−03
−1.16
3.03E−03
Statin < No statin


NM_000611
Hs.119663
CD59 antigen p18-20 (antigen identified by monoclonal antibodies 16.3A5,
CD59
4.28E−04
−1.27
2.52E−06
Statin < No statin




EJ16, EJ30, EL32 and G344)


NM_005347
Hs.75410
heat shock 70 kDa protein 5 (glucose-regulated protein, 78 kDa)
HSPAS
5.53E−05
−1.40
2.44E−04
Statin < No statin
Known


NM_005415
Hs.78452
solute carrier family 20 (phosphate transporter), member 1
SLC20A1
1.58E−04
−1.45
3.06E−06
Statin < No statin


NM_001679
Hs.76941
ATPase, Na+/K+ transporting, beta 3 polypeptide
ATP1B3
1.84E−05
−1.47
1.34E−06
Statin < No statin


NM_006216
Data not found
serine (or cysteine) proteinase inhibitor, clade E (nexin, plasminogen
SERPINE2
1.11E−03
−1.53
5.58E−04
Statin < No statin




activator inhibitor type 1), member 2


AW780123
Hs.299465
ribosomal protein S26

1.11E−03
−1.53
1.49E−05
Statin < No statin


NM_002658
Hs.77274
plasminogen activator, urokinase
PLAU
5.53E−05
−1.54
3.80E−07
Statin < No statin


AW007736
Hs.23703
UDP-glucose ceramide glucosyltransferase

5.53E−05
−1.56
6.58E−07
Statin < No statin


NM_003670
Hs.171825
basic helix-loop-helix domain containing, class B, 2

5.83E−06
−1.58
7.42E−05
Statin < No statin


BF131637
Hs.118786
metallothionein 2A

1.11E−03
−1.60
2.27E−05
Statin < statin


AA936768
Hs.1722
interleukin 1, alpha

1.11E−03
−1.68
1.55E−04
Statin < No statin
Known


NM_005110
Data not found
glutamine-fructose-6-phosphate transaminase 2
GFPT2
5.53E−05
−1.93
4.67E−09
Statin < No statin


NM_005746
Hs.239138
pre-B-cell colony-enhancing factor
PBEF1
4.97E−07
−1.95
6.50E−10
Statin < No statin


NM_002852
Hs.2050
pentaxin-related gene, rapidly induced by IL-1 beta
PTX3
5.53E−05
−1.96
2.36E−07
Statin < No statin


N92901
Hs.83213
fatty acid binding protein 4, adipocyte

4.28E−04
−2.34
1.27E−03
Statin < No statin


NM_000600
Hs.93913
interleukin 6 (interferon, beta 2)
IL6
1.75E−06
−3.27
4.86E−10
Statin < No statin
Known







Genes with UnKnown Name/Functions (Note: Statin > No statin, Foldchange pos.; No statin > statin, Foldchange neg.).















AF267856
Hs.8084
hypothetical protein dJ465N24.2.1

5.83E−06
1.30
3.41E−05
No statin < Statin



BC015869
Hs.8136

Homo sapiens clone 23698 mRNA sequence


4.28E−04
1.24
5.95E−03
No statin < Statin


BF204294
In multiple clusters
EST, Moderately similar to neuronal thread protein [Homo sapiens]

5.83E−06
1.24
1.65E−06
No statin < Statin




[H. sapiens]


BC028718
Hs.337757

Homo sapiens, hypothetical protein LOC51233, clone MGC: 33025


4.28E−04
1.22
2.94E−04
No statin < Statin




IMAGE: 5265935, mRNA, complete cds


AK091047
Hs.178485

Homo sapiens cDNA FLJ13919 fis, clone Y79AA1000410


1.11E−03
1.21
3.90E−03
No statin < Statin


AA115054
Hs.109438
hypothetical protein BC013764

1.11E−03
1.21
8.69E−03
No statin < Statin


NM_015383
Hs.41569
hypothetical protein DJ328E19.C1.1
DJ328E19.C1.1
1.11E−03
1.16
2.56E−01
No statin < Statin


AL833316
Hs.288156
hypothetical protein MGC26766

1.58E−04
1.16
1.38E−02
No statin < Statin


BC030834
Hs.118893
ESTs, Weakly similar to T17346 hypothetical protein DKFZp586O1624.1 -

1.11E−03
−1.14
7.56E−02
Statin < No statin




human (fragment) [H. sapiens]


BC014568
Data not found

Homo sapiens, Similar to KDEL (Lys-Asp-Glu-Leu) endoplasmic reticulum


1.58E−04
−1.21
5.38E−05
Statin < No statin




protein retention receptor 2, clone MGC: 22272 IMAGE: 4063584, mRNA,




complete cds


AK026926
Hs.182429

Homo sapiens cDNA: FLJ23273 fis, clone HEP02611, highly similar to


1.58E−04
−1.25
2.60E−05
Statin < No statin




HSU79278 Human protein disulfide isomerase-related protein P5 mRNA


AF495759
Hs.74170

Homo sapiens unknown mRNA


1.75E−06
−1.42
4.25E−05
Statin < No statin


T80495
Hs.124969
Hs. clone 24707 mRNA sequence

1.84E−05
−1.65
1.53E−05
Statin < No statin








Claims
  • 1. A composition comprising: a targeting agent conjugated to a functional moiety, wherein the targeting agent selectively binds to a polypeptide encoded by a DEA gene.
  • 2. The composition of claim 1, wherein the DEA gene is overexpressed between atherosclerotic lesions and normal blood vessel tissue.
  • 3. The composition of claim 1, wherein the DEA gene is differentially expressed between blood vessels of diabetic subjects and blood vessels of nondiabetic subjects.
  • 4. The composition of claim 1, wherein the DEA gene is differentially expressed between non-lesion blood vessel tissue of diabetic subjects and non-lesion blood vessel tissue of nondiabetic subjects.
  • 5. The composition of claim 1, wherein the DEA gene encodes a polypeptide selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.
  • 6. The composition of claim 1, wherein the targeting agent comprises an antibody or an antibody fragment that specifically binds to the polypeptide.
  • 7. The composition of claim 1, wherein the functional moiety comprises a therapeutic agent.
  • 8. The composition of claim 1, wherein the functional moiety comprises an imaging agent.
  • 9. The composition of claim 1, wherein the agent is a paramagnetic, radioactive or fluorogenic ion.
  • 10. A method of imaging vascular tissue in a subject comprising steps of: (i) administering a targeting agent that specifically binds to a DEA polypeptide to the subject, wherein the targeting agent is linked to a functional moiety that enhances detectability of the DEA polypeptide; and (ii) subjecting the subject to an imaging procedure that detects the functional moiety.
  • 11. The method of claim 10, wherein the targeting agent is an antibody or antibody fragment.
  • 12. The method of claim 10, wherein the targeting agent specifically binds to a polypeptide encoded by a gene selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.
  • 13. A method of targeting an agent to an atherosclerotic lesion comprising the step of: administering a conjugate or delivery vehicle comprising the molecule and a targeting agent that specifically binds to a polypeptide encoded by a DEA gene to the subject, wherein the DEA gene is overexpressed in atherosclerotic lesions relative to normal blood vessel tissue.
  • 14. The method of claim 13, wherein the gene is selected from the group consisting of: CXCL6, MARCKS, osteopontin, MMP-10, oxidised low density lipoprotein (lectin-like) receptor 1, integral membrane protein 2A, integral membrane protein 2B, IL-18, IL-1α, IL-8, RANTES, MCP-1, MCP-2, MCP-3, lymphokine macrophage migration inhibitory factor, IL-6, ICAM-2, MMP-2, ICAM1, TIMP-1, TIMP3, CD4, CD8, granzyme B, thy1, COX-2, and ADAMTS1.
  • 15. The method of claim 13, wherein the agent is a diagnostic or therapeutic agent.
  • 16. A method of providing diagnostic or prognostic information related to atherosclerosis comprising steps of: (i) providing a subject in need of diagnostic or prognostic information related to atherosclerosis; (ii) determining the level of expression or activity of a DEA polynucleotide or polypeptide, or the level of a ligand for a DEA polypeptide, in the subject or in a biological sample obtained from the subject; and (iii) utilizing the information to provide diagnostic or prognostic information.
  • 17. The method of claim 16, wherein the step of utilizing comprises comparing the expression level or activity of the DEA polynucleotide or polypeptide, or the level of the ligand, with predetermined ranges of values for the expression level or activity of the DEA polynucleotide or polypeptide, or predetermined ranges of values for the level of the ligand, wherein the ranges are associated with levels of risk that a subject suffers from atherosclerosis, levels of disease severity, degree of response to treatment, or another type of diagnostic or prognostic information, thereby obtaining an indication of the risk, disease severity, or degree of response to treatment.
  • 18. The method of claim 16, wherein the sample is a blood, plasma, or serum sample.
  • 19. A method for identifying an agent that modulates expression or activity of a DEA polynucleotide or polypeptide comprising steps of: (i) providing a sample comprising a DEA polynucleotide or polypeptide; (ii) contacting the sample with a candidate compound; (iii) determining whether the level of expression or activity of the polynucleotide or polypeptide in the presence of the compound is increased or decreased relative to the level of expression or activity of the polynucleotide or polypeptide in the absence of the compound; and (iv) identifying the compound as a modulator of the expression or activity of the DEA polynucleotide or polypeptide if the level of expression or activity of the DEA polynucleotide or polypeptide is higher or lower in the presence of the compound relative to its level of expression or activity in the absence of the compound.
  • 20. A method of treating or preventing atherosclerosis or a disease or condition associated with atherosclerosis comprising steps of: (i) providing a subject at risk of or suffering from atherosclerosis or a disease or condition associated with atherosclerosis; and (ii) administering a composition that modulates a DEA gene or expression product thereof to the subject.