Information
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Patent Application
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20030124569
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Publication Number
20030124569
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Date Filed
August 21, 200222 years ago
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Date Published
July 03, 200321 years ago
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CPC
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US Classifications
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International Classifications
- C12Q001/68
- C07H021/02
- C07H021/04
- C12P019/34
Abstract
The present invention provides purified secretory polynucleotides (sptm). Also encompassed are the polypeptides (SPTM) encoded by sptm. The invention also provides for the use of sptm, or complements, oligonucleotides, or fragments thereof in diagnostic assays. The invention further provides for vectors and host cells containing sptm for the expression of SPTM. The invention additionally provides for the use of isolated and purified SPTM to induce antibodies and to screen libraries of compounds and the use of anti-SPTM antibodies in diagnostic assays. Also provided are microarrays containing sptm and methods of use.
Description
TECHNICAL FIELD
[0001] The present invention relates to secretory molecules and to the use of these sequences in the diagnosis, study, prevention, and treatment of diseases associated with, as well as effects of exogenous compounds on, cell signaling and the expression of secretory molecules.
BACKGROUND OF THE INVENTION
[0002] Protein transport and secretion are essential for cellular function. Protein transport is mediated by a signal peptide located at the amino terminus of the protein to be transported or secreted. The signal peptide is comprised of about ten to twenty hydrophobic amino acids which target the nascent protein from the ribosome to a particular membrane bound compartment such as the endoplasmic reticulum (ER). Proteins targeted to the ER may either proceed through the secretory pathway or remain in any of the secretory organelles such as the ER, Golgi apparatus, or lysosomes. Proteins that transit through the secretory pathway are either secreted into the extracellular space or retained in the plasma membrane. Proteins that are retained in the plasma membrane contain one or more transmembrane domains, each comprised of about 20 hydrophobic amino acid residues. Proteins that are secreted from the cell are generally synthesized as inactive precursors that are activated by post-translational processing events during transit through the secretory pathway. Such events include glycosylation, proteolysis, and removal of the signal peptide by a signal peptidase. Other events that may occur during protein transport include chaperone-dependent unfolding and folding of the nascent protein and interaction of the protein with a receptor or pore complex. Examples of secretory proteins with amino terminal signal peptides are discussed below and include proteins with important roles in cell-to-cell signaling. Such proteins include transmembrane receptors and cell surface markers, extracellular matrix molecules, cytokines, hormones, growth and differentiation factors, neuropeptides, vasomediators, ion channels, transporters/pumps, and proteases. (Reviewed in Alberts, B. et al. (1994) Molecular Biology of The Cell, Garland Publishing, New York N.Y., pp. 557-560, 582-592.)
[0003] G-protein coupled receptors (GPCRs) comprise a superfamily of integral membrane proteins which transduce extracellular signals. Not all GPCRs contain N-terminal signal peptides. GPCRs include receptors for biogenic amines such as dopamine, epinephrine, histamine, glutamate (metabotropic-type), acetylcholine (muscarinic-type), and serotonin; for lipid mediators of inflammation such as prostaglandins, platelet activating factor, and leukotrienes; for peptide hormones such as calcitonin, C5a anaphylatoxin, follicle stimulating hormone, gonadotropin releasing hormone, neurokinin, oxytocin, and thrombin; and for sensory signal mediators such as retinal photopigments and olfactory stimulatory molecules. The structure of these highly conserved receptors consists of seven hydrophobic transmembrane regions, cysteine disulfide bridges between the second and third extracellular loops, an extracellular N-terminus, and a cytoplasmic C-terminus. The N-terminus interacts with ligands, the disulfide bridges interact with agonists and antagonists, and the large third intracellular loop interacts with G proteins to activate second messengers such as cyclic AMP, phospholipase C, inositol triphosphate, or ion channels. (Reviewed in Watson, S. and Arkinstall, S. (1994) The G-protein Linked Receptor Facts Book, Academic Press, San Diego Calif., pp. 2-6; and Bolander, F. F. (1994) Molecular Endocrinology, Academic Press, San Diego Calif., pp. 162-176.)
[0004] Other types of receptors include cell surface antigens identified on leukocytic cells of the immune system. These antigens have been identified using systematic, monoclonal antibody (mAb)-based “shot gun” techniques. These techniques have resulted in the production of hundreds of mAbs directed against unknown cell surface leukocytic antigens. These antigens have been grouped into “clusters of differentiation” based on common immunocytochemical localization patterns in various differentiated and undifferentiated leukocytic cell types. Antigens in a given cluster are presumed to identify a single cell surface protein and are assigned a “cluster of differentiation” or “CD” designation. Some of the genes encoding proteins identified by CD antigens have been cloned and verified by standard molecular biology techniques. CD antigens have been characterized as both transmembrane proteins and cell surface proteins anchored to the plasma membrane via covalent attachment to fatty acid-containing glycolipids such as glycosylphosphatidylinositol (GPI). (Reviewed in Barclay, A. N. et al. (1995) The Leucocyte Antigen Facts Book, Academic Press, San Diego Calif., pp. 20 17-20.)
[0005] Matrix proteins (MPs) are transmembrane and extracellular proteins which function in formation, growth, remodeling, and maintenance of tissues and as important mediators and regulators of the inflammatory response. The expression and balance of MPs may be perturbed by biochemical changes that result from congenital, epigenetic, or infectious diseases. In addition, MPs affect leukocyte migration, proliferation, differentiation, and activation in the immune response. MPs are frequently characterized by the presence of one or more domains which may include collagen-like domains, EGF-like domains, immunoglobulin-like domains, and fibronectin-like domains. In addition, MPs may be heavily glycosylated and may contain an Arginine-Glycine-Aspartate (RGD) tripeptide motif which may play a role in adhesive interactions. MPs include extracellular proteins such as fibronectin, collagen, galectin, vitronectin and its proteolytic derivative somatomedin B; and cell adhesion receptors such as cell adhesion molecules (CAMs), cadherins, and integrins. (Reviewed in Ayad, S. et al. (1994) The Extracellular Matrix Facts Book, Academic Press, San Diego Calif., pp. 2-16;
[0006] Ruoslahti, E. (1997) Kidney Int. 51:1413-1417; Sjaastad, M. D. and Nelson, W. J. (1997) BioEssays 19:47-55.)
[0007] Cytokines are secreted by hematopoietic cells in response to injury or infection. Interleukins, neurotrophins, growth factors, interferons, and chemokines all define cytokine families that work in conjunction with cellular receptors to regulate cell proliferation and differentiation. In addition, cytokines effect activities such as leukocyte migration and function, hematopoietic cell proliferation, temperature regulation, acute response to infection, tissue remodeling, and apoptosis.
[0008] Chemokines, in particular, are small chemoattractant cytokines involved in inflammation, leukocyte proliferation and migration, angiogenesis and angiostasis, regulation of hematopoiesis, HIV infectivity, and stimulation of cytokine secretion. Chemokines generally contain 70-100 amino acids and are subdivided into four subfamilies based on the presence of conserved cysteine-based motifs. (Callard, R. and Gearing, A. (1994) The Cytokine Facts Book, Academic Press, New York N.Y., pp. 181-190, 210-213, 223-227.)
[0009] Growth and differentiation factors are secreted proteins which function in intercellular communication. Some factors require oligomerization or association with MPs for activity. Complex interactions among these factors and their receptors trigger intracellular signal transduction pathways that stimulate or inhibit cell division, cell differentiation, cell signaling, and cell motility. Most growth and differentiation factors act on cells in their local environment (paracrine signaling). There are three broad classes of growth and differentiation factors. The first class includes the large polypeptide growth factors such as epidermal growth factor, fibroblast growth factor, transforming growth factor, insulin-like growth factor, and platelet-derived growth factor. The second class includes the hematopoietic growth factors such as the colony stimulating factors (CSFs). Hematopoietic growth factors stimulate the proliferation and differentiation of blood cells such as B-lymphocytes, T-lymphocytes, erythrocytes, platelets, eosinophils, basophils, neutrophils, macrophages, and their stem cell precursors. The third class includes small peptide factors such as bombesin, vasopressin, oxytocin, endothelin, transferrin, angiotensin II, vasoactive intestinal peptide, and bradykinin which function as hormones to regulate cellular functions other than proliferation.
[0010] Growth and differentiation factors play critical roles in neoplastic transformation of cells in vitro and in tumor progression in vivo. Inappropriate expression of growth factors by tumor cells may contribute to vascularization and metastasis of tumors. During hematopoiesis, growth factor misregulation can result in anemias, leukemias, and lymphomas. Certain growth factors such as interferon are cytotoxic to tumor cells both in vivo and in vitro. Moreover, some growth factors and growth factor receptors are related both structurally and functionally to oncoproteins. In addition, growth factors affect transcriptional regulation of both proto-oncogenes and oncosuppressor genes. (Reviewed in Pimentel, E. (1994) Handbook of Growth Factors, CRC Press, Ann Arbor Mich., pp. 1-9.)
[0011] Proteolytic enzymes or proteases either activate or deactivate proteins by hydrolyzing peptide bonds. Proteases are found in the cytosol, in membrane-bound compartments, and in the extracellular space. The major families are the zinc, serine, cysteine, thiol, and carboxyl proteases.
[0012] Ion channels, ion pumps, and transport proteins mediate the transport of molecules across cellular membranes. Transport can occur by a passive, concentration-dependent mechanism or can be linked to an energy source such as ATP hydrolysis. Symporters and antiporters transport ions and small molecules such as amino acids, glucose, and drugs. Symporters transport molecules and ions unidirectionally, and antiporters transport molecules and ions bidirectionally. Transporter superfamilies include facilitative transporters and active ATP-binding cassette transporters which are involved in multiple-drug resistance and the targeting of antigenic peptides to MHC Class I molecules. These transporters bind to a specific ion or other molecule and undergo a conformational change in order to transfer the ion or molecule across the membrane. (Reviewed in Alberts, B. et al. (1994) Molecular Biology of The Cell, Garland Publishing, New York N.Y., pp. 523-546.)
[0013] Ion channels are formed by transmembrane proteins which create a lined passageway across the membrane through which water and ions, such as Na+, K+, Ca2+, and Cl−, enter and exit the cell. For example, chloride channels are involved in the regulation of the membrane electric potential as well as absorption and secretion of ions across the membrane. Chloride channels also regulate the internal pH of membrane-bound organelles.
[0014] Ion pumps are ATPases which actively maintain membrane gradients. Ion pumps are classified as P, V, or F according to their structure and function. All have one or more binding sites for ATP in their cytosolic domains. The P-class ion pumps include Ca2+ATPase and Na+/K+ATPase and function in transporting H+, Na+, K+, and Ca2+ ions. P-class pumps consist of two α and two β transmembrane subunits. The V- and F-class ion pumps have similar structures but transport only H+. F class H+ pumps mediate transport across the membranes of mitochondria and chloroplasts, while V-class H+ pumps regulate acidity inside lysosomes, endosomes, and plant vacuoles.
[0015] A family of structurally related intrinsic membrane proteins known as facilitative glucose transporters catalyze the movement of glucose and other selected sugars across the plasma membrane. The proteins in this family contain a highly conserved, large transmembrane domain comprised of 12 α-helices, and several weakly conserved, cytoplasmic and exoplasmic domains. (Pessin, J. E. and Bell, G. I. (1992) Annu. Rev. Physiol. 54:911-930.)
[0016] Amino acid transport is mediated by Na+ dependent amino acid transporters. These transporters are involved in gastrointestinal and renal uptake of dietary and cellular amino acids and in neuronal reuptake of neurotransmitters. Transport of cationic amino acids is mediated by the system y+ family and the cationic amino acid transporter (CAT) family. Members of the CAT family share a high degree of sequence homology, and each contains 12-14 putative transmembrane domains. (Ito, K. and Groudine, M. (1997) J. Biol. Chem. 272:26780-26786.)
[0017] Hormones are secreted molecules that travel through the circulation and bind to specific receptors on the surface of, or within, target cells. Although they have diverse biochemical compositions and mechanisms of action, hormones can be grouped into two categories. One category includes small lipophilic hormones that diffuse through the plasma membrane of target cells, bind to cytosolic or nuclear receptors, and form a complex that alters gene expression. Examples of these molecules include retinoic acid, thyroxine, and the cholesterol-derived steroid hormones such as progesterone, estrogen, testosterone, cortisol, and aldosterone. The second category includes hydrophilic hormones that function by binding to cell surface receptors that transduce signals across the plasma membrane. Examples of such hormones include amino acid derivatives such as catecholamines and peptide hormones such as glucagon, insulin, gastrin, secretin, cholecystokinin, adrenocorticotropic hormone, follicle stimulating hormone, luteinizing hormone, thyroid stimulating hormone, and vasopressin. (See, for example, Lodish et al. (1995) Molecular Cell Biology, Scientific American Books Inc., New York N.Y., pp. 856-864.)
[0018] Neuropeptides and vasomediators (NP/VM) comprise a large family of endogenous signaling molecules. Included in this family are neuropeptides and neuropeptide hormones such as bombesin, neuropeptide Y, neurotensin, neuromedin N, melanocortins, opioids, galanin, somatostatin, tachykinins, urotensin II and related peptides involved in smooth muscle stimulation, vasopressin, vasoactive intestinal peptide, and circulatory system-borne signaling molecules such as angiotensin, complement, calcitonin, endothelins, formyl-methionyl peptides, glucagon, cholecystokinin and gastrin. NP/VMs can transduce signals directly, modulate the activity or release of other neurotransmitters and hormones, and act as catalytic enzymes in cascades. The effects of NP/VMs range from extremely brief to long-lasting. (Reviewed in Martin, C. R. et al. (1985) Endocrine Physiology, Oxford University Press, New York, N.Y., pp. 57-62.)
[0019] The discovery of new secretory molecules satisfies a need in the art by providing new compositions which are useful in the diagnosis, study, prevention, and treatment of diseases associated with, as well as effects of exogenous compounds on, cell signaling and the expression of secretory molecules.
SUMMARY OF THE INVENTION
[0020] The present invention relates to nucleic acid sequences comprising human polynucleotides encoding secretory polypeptides that contain signal peptides and/or transmembrane domains. These human polynucleotides (sptm) as presented in the Sequence Listing uniquely identify partial or full length genes encoding structural, functional, and regulatory polypeptides involved in cell signaling.
[0021] The invention provides an isolated polynucleotide comprising a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d). In one alternative, the polynucleotide comprises a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79. In another alternative, the polynucleotide comprises at least 60 contiguous nucleotides of a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d). The invention further provides a composition for the detection of expression of secretory polynucleotides comprising at least one isolated polynucleotide comprising a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d); and a detectable label.
[0022] The invention also provides a method for detecting a target polynucleotide in a sample, said target polynucleotide comprising a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d). The method comprises a) amplifying said target polynucleotide or a fragment thereof using polymerase chain reaction amplification, and b) detecting the presence or absence of said amplified target polynucleotide or fragment thereof, and, optionally, if present, the amount thereof.
[0023] The invention also provides a method for detecting a target polynucleotide in a sample, said target polynucleotide comprising a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d). The method comprises a) hybridizing the sample with a probe comprising at least 20 contiguous nucleotides comprising a sequence complementary to said target polynucleotide in the sample, and which probe specifically hybridizes to said target polynucleotide, under conditions whereby a hybridization complex is formed between said probe and said target polynucleotide, and b) detecting the presence or absence of said hybridization complex, and, optionally, if present, the amount thereof. In one alternative, the probe comprises at least 30 contiguous nucleotides. In another alternative, the probe comprises at least 60 contiguous nucleotides.
[0024] The invention further provides a recombinant polynucleotide comprising a promoter sequence operably linked to an isolated polynucleotide comprising a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d). In one alternative, the invention provides a cell transformed with the recombinant polynucleotide. In another alternative, the invention provides a transgenic organism comprising the recombinant polynucleotide. In a further alternative, the invention provides a method for producing a secretory polypeptide, the method comprising a) culturing a cell under conditions suitable for expression of the secretory polypeptide, wherein said cell is transformed with the recombinant polynucleotide, and b) recovering the secretory polypeptide so expressed.
[0025] The invention also provides a purified secretory polypeptide (SPTM) encoded by at least one polynucleotide comprising a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79. Additionally, the invention provides an isolated antibody which specifically binds to the secretory polypeptide. The invention further provides a method of identifying a test compound which specifically binds to the secretory polypeptide, the method comprising the steps of a) providing a test compound; b) combining the secretory polypeptide with the test compound for a sufficient time and under suitable conditions for binding; and c) detecting binding of the secretory polypeptide to the test compound, thereby identifying the test compound which specifically binds the secretory polypeptide.
[0026] The invention further provides a microarray wherein at least one element of the microarray is an isolated polynucleotide comprising at least 60 contiguous nucleotides of a polynucleotide comprising a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence complementary to b); and e) an RNA equivalent of a) through d). The invention also provides a method for generating a transcript image of a sample which contains polynucleotides. The method comprises a) labeling the polynucleotides of the sample, b) contacting the elements of the microarray with the labeled polynucleotides of the sample under conditions suitable for the formation of a hybridization complex, and c) quantifying the expression of the polynucleotides in the sample.
[0027] Additionally, the invention provides a method for screening a compound for effectiveness in altering expression of a target polynucleotide, wherein said target polynucleotide comprises a polynucleotide sequence selected from the group consisting of a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; c) a polynucleotide sequence complementary to a); d) a polynucleotide sequence s complementary to b); and e) an RNA equivalent of a) through d). The method comprises a) exposing a sample comprising the target polynucleotide to a compound, and b) detecting altered expression of the target polynucleotide, and c) comparing the expression of the target polynucleotide in the presence of varying amounts of the compound and in the absence of the compound.
[0028] The invention further provides a method for assessing toxicity of a test compound, said method comprising a) treating a biological sample containing nucleic acids with the test compound; b) hybridizing the nucleic acids of the treated biological sample with a probe comprising at least 20 contiguous nucleotides of a polynucleotide comprising a polynucleotide sequence selected from the group consisting of i) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; ii) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; iii) a polynucleotide sequence complementary to i), iv) a polynucleotide sequence complementary to ii), and v) an RNA equivalent of i)-iv). Hybridization occurs under conditions whereby a specific hybridization complex is formed between said probe and a target polynucleotide in the biological sample, said target polynucleotide comprising a polynucleotide sequence selected from the group consisting of i) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; ii) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79; iii) a polynucleotide sequence complementary to i), iv) a polynucleotide sequence complementary to ii), and v) an RNA equivalent of i)-iv), and alternatively, the target polynucleotide comprises a fragment of a polynucleotide sequence selected from the group consisting of i-v above; c) quantifying the amount of hybridization complex; and d) comparing the amount of hybridization complex in the treated biological sample with the amount of hybridization complex in an untreated biological sample, wherein a difference in the amount of hybridization complex in the treated biological sample is indicative of toxicity of the test compound.
DESCRIPTION OF THE TABLES
[0029] Table 1 shows tile sequence identification numbers (SEQ ID NO:s) and template identification numbers (template IDs) corresponding to the polynucleotides of the present invention, along with polynucleotide segments of each template sequence as defined by the indicated “start” and “stop” nucleotide positions. The reading frames of the polynucleotide segments are shown, and the polypeptides encoded by the polynucleotide segments constitute either signal peptide (SP) or transmembrane (TM) domains, as indicated. The membrane topology of the encoded polypeptide sequence is indicated, the N-terminus (N) listed as being oriented to either the cytosolic (in) or non-cytosolic (out) side of the cell membrane or organelle.
[0030] Table 2 shows the sequence identification numbers (SEQ ID NO:s) corresponding to the polynucleotides of the present invention, along with component sequence identification numbers (component IDs) corresponding to each template. The component sequences, which were used to assemble the template sequences, are defined by the indicated “start” and “stop” nucleotide positions along each template.
[0031] Table 3 shows the tissue distribution profiles for the templates of the invention.
[0032] Table 4 summarizes the bioinformatics tools which are useful for analysis of the polynucleotides of the present invention. The first column of Table 4 lists analytical tools, programs, and algorithms, the second column provides brief descriptions thereof, the third column presents appropriate references, all of which are incorporated by reference herein in their entirety, and the fourth column presents, where applicable, the scores, probability values, and other parameters used to evaluate the strength of a match between two sequences (the higher the score, the greater the homology between two sequences).
DETAILED DESCRIPTION OF THE INVENTION
[0033] Before the nucleic acid sequences and methods are presented, it is to be understood that this invention is not limited to the particular machines, methods, and materials described. Although particular embodiments are described, machines, methods, and materials similar or equivalent to these embodiments may be used to practice the invention. The preferred machines, methods, and materials set forth are not intended to limit the scope of the invention which is limited only by the appended claims.
[0034] The singular forms “a”, “an”, and “the” include plural reference unless the context clearly dictates otherwise. All technical and scientific terms have the meanings commonly understood by one of ordinary skill in the art. All publications are incorporated by reference for the purpose of describing and disclosing the cell lines, vectors, and methodologies which are presented and which might be used in connection with the invention. Nothing in the specification is to be construed as an admission that the invention is not entitled to antedate such disclosure by virtue of prior invention.
[0035] Definitions
[0036] As used herein, the lower case “sptm” refers to a nucleic acid sequence, while the upper case “SPTM” refers to an amino acid sequence encoded by sptm. A “full-length” sptm refers to a nucleic acid sequence containing the entire coding region of a gene endogenously expressed in human tissue.
[0037] “Adjuvants” are materials such as Freund's adjuvant, mineral gels (aluminum hydroxide), and surface active substances (lysolecithin, pluronic polyols, polyanions, peptides, oil emulsions, keyhole limpet hemocyanin, and dinitrophenol) which may be administered to increase a host's immunological response.
[0038] “Allele” refers to an alternative form of a nucleic acid sequence. Alleles result from a “mutation,” a change or an alternative reading of the genetic code. Any given gene may have none, one, or many allelic forms. Mutations which give rise to alleles include deletions, additions, or substitutions of nucleotides. Each of these changes may occur alone, or in combination with the others, one or more times in a given nucleic acid sequence. The present invention encompasses allelic sptm.
[0039] “Amino acid sequence” refers to a peptide, a polypeptide, or a protein of either natural or synthetic origin. The amino acid sequence is not limited to the complete, endogenous amino acid sequence and may be a fragment, epitope, variant, or derivative of a protein expressed by a nucleic acid sequence.
[0040] “Amplification” refers to the production of additional copies of a sequence and is carried out using polymerase chain reaction (PCR) technologies well known in the art.
[0041] “Antibody” refers to intact molecules as well as to fragments thereof, such as Fab, F(ab′)2, and Fv fragments, which are capable of binding the epitopic determinant. Antibodies that bind SPTM polypeptides can be prepared using intact polypeptides or using fragments containing small peptides of interest as the immunizing antigen. The polypeptide or peptide used to immunize an animal (e.g., a mouse, a rat, or a rabbit) can be derived from the translation of RNA, or synthesized chemically, and can be conjugated to a carrier protein if desired. Commonly used carriers that are chemically coupled to peptides include bovine serum albumin, thyroglobulin, and keyhole limpet hemocyanin (KLH). The coupled peptide is then used to immunize the animal.
[0042] “Antisense sequence” refers to a sequence capable of specifically hybridizing to a target sequence. The antisense sequence may include DNA, RNA, or any nucleic acid mimic or analog such as peptide nucleic acid (PNA); oligonucleotides having modified backbone linkages such as phosphorothioates, methylphosphonates, or benzylphosphonates; oligonucleotides having modified sugar groups such as 2′-methoxyethyl sugars or 2′-methoxyethoxy sugars; or oligonucleotides having modified bases such as 5-methyl cytosine, 2′-deoxyuracil, or 7-deaza-2′-deoxyguanosine.
[0043] “Antisense sequence” refers to a sequence capable of specifically hybridizing to a target sequence. The antisense sequence can be DNA, RNA, or any nucleic acid mimic or analog.
[0044] “Antisense technology” refers to any technology which relies on the specific hybridization of an antisense sequence to a target sequence.
[0045] A “bin” is a portion of computer memory space used by a computer program for storage of data, and bounded in such a manner that data stored in a bin may be retrieved by the program.
[0046] “Biologically active” refers to an amino acid sequence having a structural, regulatory, or biochemical function of a naturally occurring amino acid sequence.
[0047] “Clone joining” is a process for combining gene bins based upon the bins' containing sequence information from the same clone. The sequences may assemble into a primary gene transcript as well as one or more splice variants.
[0048] “Complementary” describes the relationship between two single-stranded nucleic acid sequences that anneal by base-pairing (5′-A-G-T-3′ pairs with its complement 3′-T-C-A-5′).
[0049] A “component sequence” is a nucleic acid sequence selected by a computer program such as PHRED and used to assemble a consensus or template sequence from one or more component sequences.
[0050] A “consensus sequence” or “template sequence” is a nucleic acid sequence which has been assembled from overlapping sequences, using a computer program for fragment assembly such as the GELVIEW fragment assembly system (Genetics Computer Group (GCG), Madison Wis.) or using a relational database management system (RDMS).
[0051] “Conservative amino acid substitutions” are those substitutions that, when made, least interfere with the properties of the original protein, i.e., the structure and especially the function of the protein is conserved and not significantly changed by such substitutions. The table below shows amino acids which may be substituted for an original amino acid in a protein and which are regarded as conservative substitutions.
1|
|
Original ResidueConservative Substitution
|
AlaGly, Ser
ArgHis, Lys
AsnAsp, Gln, His
AspAsn, Glu
CysAla, Ser
GlnAsn, Glu, His
GluAsp, Gln, His
GlyAla
HisAsn, Arg, Gln, Glu
IleLeu, Val
LeuIle, Val
LysArg, Gln, Glu
MetLen, Ile
PheHis, Met, Leu, Trp, Tyr
SerCys, Thr
ThrSer, Val
TrpPhe, Tyr
TyrHis, Phe, Trp
ValIle, Leu, Thr
|
[0052] Conservative substitutions generally maintain (a) the structure of the polypeptide backbone in the area of the substitution, for example, as a beta sheet or alpha helical conformation, (b) the charge or hydrophobicity of the molecule at the target site, or (c) the bulk of the side chain.
[0053] “Deletion” refers to a change in either a nucleic or amino acid sequence in which at least one nucleotide or amino acid residue, respectively, is absent.
[0054] “Derivative” refers to the chemical modification of a nucleic acid sequence, such as by replacement of hydrogen by an alkyl, acyl, arino, hydroxyl, or other group.
[0055] The terms “element” and “array element” refer to a polynucleotide, polypeptide, or other chemical compound having a unique and defined position on a microarray.
[0056] “E-value” refers to the statistical probability that a match between two sequences occurred by chance.
[0057] A “fragment” is a unique portion of sptm or SPTM which is identical in sequence to but shorter in length than the parent sequence. A fragment may comprise up to the entire length of the defined sequence, minus one nucleotide/amino acid residue. For example, a fragment may comprise from 10 to 1000 contiguous amino acid residues or nucleotides. A fragment used as a probe, primer, antigen, therapeutic molecule, or for other purposes, may be at least 5, 10, 15, 16, 20, 25, 30, 40, 50, 60, 75, 100, 150, 250 or at least 500 contiguous amino acid residues or nucleotides in length. Fragments may be preferentially selected from certain regions of a molecule. For example, a polypeptide fragment may comprise a certain length of contiguous amino acids selected from the first 250 or 500 amino acids (or first 25% or 50%) of a polypeptide as shown in a certain defined sequence. Clearly these lengths are exemplary, and any length that is supported by the specification, including the Sequence Listing and the figures, may be encompassed by the present embodiments.
[0058] A fragment of sptm comprises a region of unique polynucleotide sequence that specifically identifies sptm, for example, as distinct from any other sequence in the same genome. A fragment of sptm is useful, for example, in hybridization and amplification technologies and in analogous methods that distinguish sptm from related polynucleotide sequences. The precise length of a fragment of sptm and the region of sptm to which the fragment corresponds are routinely determinable by one of ordinary skill in the art based on the intended purpose for the fragment.
[0059] A fragment of SPTM is encoded by a fragment of sptm. A fragment of SPTM comprises a region of unique amino acid sequence that specifically identifies SPTM. For example, a fragment of SPTM is useful as an immunogenic peptide for the development of antibodies that specifically recognize SPTM. The precise length of a fragment of SPTM and the region of SPTM to which the fragment corresponds are routinely determinable by one of ordinary skill in the art based on the intended purpose for the fragment.
[0060] A “full length” nucleotide sequence is one containing at least a start site for translation to a protein sequence, followed by an open reading frame and a stop site, and encoding a “full length” polypeptide.
[0061] “Hit” refers to a sequence whose annotation will be used to describe a given template. Criteria for selecting the top hit are as follows: if the template has one or more exact nucleic acid matches, the top hit is the exact match with highest percent identity. If the template has no exact matches but has significant protein hits, the top hit is the protein hit with the lowest E-value. If the template has no significant protein hits, but does have significant non-exact nucleotide hits, the top hit is the nucleotide hit with the lowest E-value.
[0062] “Homology” refers to sequence similarity either between a reference nucleic acid sequence and at least a fragment of an sptm or between a reference amino acid sequence and a fragment of an SPTM.
[0063] “Hybridization” refers to the process by which a strand of nucleotides anneals with a complementary strand through base pairing. Specific hybridization is an indication that two nucleic acid sequences share a high degree of identity. Specific hybridization complexes form under defined annealing conditions, and remain hybridized after the “washing” step. The defined hybridization conditions include the annealing conditions and the washing step(s), the latter of which is particularly important in determining the stringency of the hybridization process, with more stringent conditions allowing less non-specific binding, i.e., binding between pairs of nucleic acid probes that are not perfectly matched. Permissive conditions for annealing of nucleic acid sequences are routinely determinable and may be consistent among hybridization experiments, whereas wash conditions may be varied among experiments to achieve the desired stringency.
[0064] Generally, stringency of hybridization is expressed with reference to the temperature under which the wash step is carried out. Generally, such wash temperatures are selected to be about 5° C. to 20° C. lower than the thermal melting point (Tm) for the specific sequence at a defined ionic strength and pH. The Tm is the temperature (under defined ionic strength and pH) at which 50% of the target sequence hybridizes to a perfectly matched probe. An equation for calculating Tm and conditions for nucleic acid hybridization is well known and can be found in Sambrook et al., 1989, Molecular Cloning: A Laboratory Manual, 2nd ed., vol. 1-3, Cold Spring Harbor Press, Plainview N.Y.; specifically see volume 2, chapter 9.
[0065] High stringency conditions for hybridization between polynucleotides of the present invention include wash conditions of 68° C. in the presence of about 0.2×SSC and about 0.1% SDS, for 1 hour. Alternatively, temperatures of about 65° C., 60° C., or 55° C. may be used. SSC concentration may be varied from about 0.2 to 2×SSC, with SDS being present at about 0.1%. Typically, blocking reagents are used to block non-specific hybridization. Such blocking reagents include, for instance, denatured salmon sperm DNA at about 100-200 μg/ml. Useful variations on these conditions will be readily apparent to those skilled in the art. Hybridization, particularly under high stringency conditions, may be suggestive of evolutionary similarity between the nucleotides. Such similarity is strongly indicative of a similar role for the nucleotides and their resultant proteins.
[0066] Other parameters, such as temperature, salt concentration, and detergent concentration may be varied to achieve the desired stringency. Denaturants, such as formamide at a concentration of about 35-50% v/v, may also be used under particular circumstances, such as RNA:DNA hybridizations. Appropriate hybridization conditions are routinely determinable by one of ordinary skill in the art.
[0067] “Immunogenic” describes the potential for a natural, recombinant, or synthetic peptide, epitope, polypeptide, or protein to induce antibody production in appropriate animals, cells, or cell lines.
[0068] “Insertion” or “addition” refers to a change in either a nucleic or amino acid sequence in which at least one nucleotide or residue, respectively, is added to the sequence.
[0069] “Labeling” refers to the covalent or noncovalent joining of a polynucleotide, polypeptide, or antibody with a reporter molecule capable of producing a detectable or measurable signal.
[0070] “Microarray” is any arrangement of nucleic acids, amino acids, antibodies, etc., on a substrate. The substrate may be a solid support such as beads, glass, paper, nitrocellulose, nylon, or an appropriate membrane.
[0071] “Linkers” are short stretches of nucleotide sequence which may be added to a vector or an sptm to create restriction endonuclease sites to facilitate cloning. “Polylinkers” are engineered to incorporate multiple restriction enzyme sites and to provide for the use of enzymes which leave 5′ or 3′ overhangs (e.g., BamHI, EcoRI, and HindIII) and those which provide blunt ends (e.g., EcoRV, SnaBI, and StuI).
[0072] “Naturally occurring” refers to an endogenous polynucleotide or polypeptide that may be isolated from viruses or prokaryotic or eukaryotic cells.
[0073] “Nucleic acid sequence” refers to the specific order of nucleotides joined by phosphodiester bonds in a linear, polymeric arrangement. Depending on the number of nucleotides, the nucleic acid sequence can be considered an oligomer, oligonucleotide, or polynucleotide. The nucleic acid can be DNA, RNA, or any nucleic acid analog, such as PNA, may be of genomic or synthetic origin, may be either double-stranded or single-stranded, and can represent either the sense or antisense (complementary) strand.
[0074] “Oligomer” refers to a nucleic acid sequence of at least about 6 nucleotides and as many as about 60 nucleotides, preferably about 15 to 40 nucleotides, and most preferably between about 20 and 30 nucleotides, that may be used in hybridization or amplification technologies. Oligomers may be used as, e.g., primers for PCR, and are usually chemically synthesized.
[0075] “Operably linked” refers to the situation in which a first nucleic acid sequence is placed in a functional relationship with the second nucleic acid sequence. For instance, a promoter is operably linked to a coding sequence if the promoter affects the transcription or expression of the coding sequence. Generally, operably linked DNA sequences may be in close proximity or contiguous and, where necessary to join two protein coding regions, in the same reading frame.
[0076] “Peptide nucleic acid” (PNA) refers to a DNA mimic in which nucleotide bases are attached to a pseudopeptide backbone to increase stability. PNAs, also designated antigene agents, can prevent gene expression by targeting complementary messenger RNA.
[0077] The phrases “percent identity” and “% identity”, as applied to polynucleotide sequences, refer to the percentage of residue matches between at least two polynucleotide sequences aligned using a standardized algorithm. Such an algorithm may insert, in a standardized and reproducible way, gaps in the sequences being compared in order to optimize alignment between two sequences, and therefore achieve a more meaningful comparison of the two sequences.
[0078] Percent identity between polynucleotide sequences may be determined using the default parameters of the CLUSTAL V algorithm as incorporated into the MEGALIGN version 3.12e sequence alignment program. This program is part of the LASERGENE software package, a suite of molecular biological analysis programs (DNASTAR, Madison Wis.). CLUSTAL V is described in Higgins, D. G. and Sharp, P. M. (1989) CABIOS 5:151-153 and in Higgins, D. G. et al. (1992) CABIOS 8:189-191. For pairwise alignments of polynucleotide sequences, the default parameters are set as follows: Ktuple=2, gap penalty=5, window=4, and “diagonals saved”=4. The “weighted” residue weight table is selected as the default. Percent identity is reported by CLUSTAL V as the “percent similarity” between aligned polyniucleotide sequence pairs.
[0079] Alternatively, a suite of commonly used and freely available sequence comparison algorithms is provided by the National Center for Biotechnology Information (NCBI) Basic Local Alignment Search Tool (BLAST) (Altschul, S. F. et al. (1990) J. Mol. Biol. 215:403-410), which is available from several sources, including the NCBI, Bethesda, Md., and on the Internet at http://www.ncbi.nlm.nih.gov/BLAST/. The BLAST software suite includes various sequence analysis programs including “blastn,” that is used to determine alignment between a known polynucleotide sequence and other sequences on a variety of databases. Also available is a tool called “BLAST 2 Sequences” that is used for direct pairwise comparison of two nucleotide sequences. “BLAST 2 Sequences” can be accessed and used interactively at http://www.ncbi.rlm nih.gov/gorf/bl2/. The “BLAST 2 Sequences” tool can be used for both blastn and blastp (discussed below). BLAST programs are commonly used with gap and other parameters set to default settings. For example, to compare two nucleotide sequences, one may use blastn with the “BLAST 2 Sequences” tool Version 2.0.9 (May 7, 1999) set at default parameters. Such default parameters may be, for example:
[0080] Matrix: BLOSUM62
[0081] Reward for match: 1
[0082] Penalty for mismatch: −2
[0083] Open Gap: 5 and Extension Gap: 2 penalties
[0084] Gap x drop-off: 50
[0085] Expect: 10
[0086] Word Size: 11
[0087] Filter: on
[0088] Percent identity may be measured over the length of an entire defined sequence, for example, as defined by a particular SEQ ID number, or may be measured over a shorter length, for example, over the length of a fragment taken from a larger, defined sequence, for instance, a fragment of at least 20, at least 30, at least 40, at least 50, at least 70, at least 100, or at least 200 contiguous nucleotides. Such lengths are exemplary only, and it is understood that any fragment length supported by the sequences shown herein, in figures or Sequence Listings, may be used to describe a length over which percentage identity may be measured.
[0089] Nucleic acid sequences that do not show a high degree of identity may nevertheless encode similar amino acid sequences due to the degeneracy of the genetic code. It is understood that changes in nucleic acid sequence can be made using this degeneracy to produce multiple nucleic acid sequences that all encode substantially the same protein.
[0090] The phrases “percent identity” and “% identity”, as applied to polypeptide sequences, refer to the percentage of residue matches between at least two polypeptide sequences aligned using a standardized algorithm. Methods of polypeptide sequence alignment are well-known. Some alignment methods take into account conservative amino acid substitutions. Such conservative substitutions, explained in more detail above, generally preserve the hydrophobicity and acidity of the substituted residue, thus preserving the structure (and therefore function) of the folded polypeptide.
[0091] Percent identity between polypeptide sequences may be determined using the default parameters of the CLUSTAL V algorithm as incorporated into the MEGALIGN version 3.12e sequence alignment program (described and referenced above). For pairwise alignments of polypeptide sequences using CLUSTAL V, the default parameters are set as follows: Ktuple=1, gap penalty=3, window=5, and “diagonals saved”=5. The PAM250 matrix is selected as the default residue weight table. As with polynucleotide alignments, the percent identity is reported by CLUSTAL V as the “percent similarity” between aligned polypeptide sequence pairs.
[0092] Alternatively the NCBI BLAST software suite may be used. For example, for a pairwise comparison of two polypeptide sequences, one may use the “BLAST 2 Sequences” tool Version 2.0.9 (May 7, 1999) with blastp set at default parameters. Such default parameters may be, for example:
[0093] Matrix: BLOSUM62
[0094] Open Gap: 11 and Extension Gap: 1 penalty
[0095] Gap x drop-off: 50
[0096] Expect: 10
[0097] Word Size: 3
[0098] Filter: on
[0099] Percent identity may be measured over the length of an entire defined polypeptide sequence, for example, as defined by a particular SEQ ID number, or may be measured over a shorter length, for example, over the length of a fragment taken from a larger, defined polypeptide sequence, for instance, a fragment of at least 15, at least 20, at least 30, at least 40, at least 50, at least 70 or at least 150 contiguous residues. Such lengths are exemplary only, and it is understood that any fragment length supported by the sequences shown herein, in figures or Sequence Listings, may be used to describe a length over which percentage identity may be measured.
[0100] “Post-translational modification” of an SPTM may involve lipidation, glycosylation, phosphorylation, acetylation, racemization, proteolytic cleavage, and other modifications known in the art. These processes may occur synthetically or biochemically. Biochemical modifications will vary by cell type depending on the enzymatic milieu and the SPTM.
[0101] “Probe” refers to sptm or fragments thereof, which are used to detect identical, allelic or related nucleic acid sequences. Probes are isolated oligonucleotides or polynucleotides attached to a detectable label or reporter molecule. Typical labels include radioactive isotopes, ligands, chemiluminescent agents, and enzymes. “Primers” are short nucleic acids, usually DNA oligonucleotides, which may be annealed to a target polynucleotide by complementary base-pairing. The primer may then be extended along the target DNA strand by a DNA polymerase enzyme. Primer pairs can be used for amplification (and identification) of a nucleic acid sequence, e.g., by the polymerase chain reaction (PCR).
[0102] Probes and primers as used in the present invention typically comprise at least 15 contiguous nucleotides of a known sequence. In order to enhance specificity, longer probes and primers may also be employed, such as probes and primers that comprise at least 20, 30, 40, 50, 60, 70, 80, 90, 100, or at least 150 consecutive nucleotides of the disclosed nucleic acid sequences. Probes and primers may be considerably longer than these examples, and it is understood that any length supported by the specification, including the figures and Sequence Listing, may be used.
[0103] Methods for preparing and using probes and primers are described in the references, for example Sambrook et al., 1989, Molecular Cloning: A Laboratory Manual, 2nd ed., vol. 1-3, Cold 30 Spring Harbor Press, Plainview N.Y.; Ausubel et al., 1987, Current Protocols in Molecular Biology, Greene Publ. Assoc. & Wiley-Intersciences, New York N.Y.; Innis et al., 1990, PCR Protocols, A Guide to Methods and Applications, Academic Press, San Diego Calif. PCR primer pairs can be derived from a known sequence, for example, by using computer programs intended for that purpose such as Primer (Version 0.5, 1991, Whitehead Institute for Biomedical Research, Cambridge Mass.).
[0104] Oligonucleotides for use as primers are selected using software known in the art for such purpose. For example, OLIGO 4.06 software is useful for the selection of PCR primer pairs of up to 100 nucleotides each, and for the analysis of oligonucleotides and larger polynucleotides of up to 5,000 nucleotides from an input polynucleotide sequence of up to 32 kilobases. Similar primer selection programs have incorporated additional features for expanded capabilities. For example, the PrimOU primer selection program (available to the public from the Genome Center at University of Texas South West Medical Center, Dallas Tex.) is capable of choosing specific primers from megabase sequences and is thus useful for designing primers on a genome-wide scope. The Primer3 primer selection program (available to the public from the Whitehead Institute/MIT Center for Genome Research, Cambridge Mass.) allows the user to input a “mispriming library,” in which sequences to avoid as primer binding sites are user-specified. Primer3 is useful, in particular, for the selection of oligonucleotides for microarrays. (The source code for the latter two primer selection programs may also be obtained from their respective sources and modified to meet the user's specific needs.) The PrimeGen program (available to the public from the UK Human Genome Mapping Project Resource Centre, Cambridge UK) designs primers based on multiple sequence alignments, thereby allowing selection of primers that hybridize to either the most conserved or least conserved regions of aligned nucleic acid sequences. Hence, this program is useful for identification of both unique and conserved oligonucleotides and polynucleotide fragments. The oligonucleotides and polynucleotide fragments identified by any of the above selection methods are useful in hybridization technologies, for example, as PCR or sequencing primers, microarray elements, or specific probes to identify fully or partially complementary polynucleotides in a sample of nucleic acids. Methods of oligonucleotide selection are not limited to those described above.
[0105] “Purified” refers to molecules, either polynucleotides or polypeptides that are isolated or separated from their natural environment and are at least 60% free, preferably at least 75% free, and most preferably at least 90% free from other compounds with which they are naturally associated.
[0106] A “recombinant nucleic acid” is a sequence that is not naturally occurring or has a sequence that is made by an artificial combination of two or more otherwise separated segments of sequence. This artificial combination is often accomplished by chemical synthesis or, more commonly, by the artificial manipulation of isolated segments of nucleic acids, e.g., by genetic engineering techniques such as those described in Sambrook, supra. The term recombinant includes nucleic acids that have been altered solely by addition, substitution, or deletion of a portion of the nucleic acid. Frequently, a recombinant nucleic acid may include a nucleic acid sequence operably linked to a promoter sequence. Such a recombinant nucleic acid may be part of a vector that is used, for example, to transform a cell.
[0107] Alternatively, such recombinant nucleic acids may be part of a viral vector, e.g., based on a vaccinia virus, that could be use to vaccinate a mammal wherein the recombinant nucleic acid is expressed, inducing a protective immunological response in the mammal.
[0108] “Regulatory element” refers to a nucleic acid sequence from nontranslated regions of a gene, and includes enhancers, promoters, introns, and 3+ untranslated regions, which interact with host proteins to carry out or regulate transcription or translation.
[0109] “Reporter” molecules are chemical or biochemical moieties used for labeling a nucleic acid, an amino acid, or an antibody. They include radionuclides; enzymes; fluorescent, chemiluminescent, or chromogenic agents; substrates; cofactors; inhibitors; magnetic particles; and other moieties known in the art.
[0110] An “RNA equivalent,” in reference to a DNA sequence, is composed of the same linear sequence of nucleotides as the reference DNA sequence with the exception that all occurrences of the nitrogenous base thymine are replaced with uracil, and the sugar backbone is composed of ribose instead of deoxyribose.
[0111] “Sample” is used in its broadest sense. Samples may contain nucleic or amino acids, antibodies, or other materials, and may be derived from any source (e.g., bodily fluids including, but not limited to, saliva, blood, and urine; chromosome(s), organelles, or membranes isolated from a cell; genomic DNA, RNA, or cDNA in solution or bound to a substrate; and cleared cells or tissues or blots or imprints from such cells or tissues).
[0112] “Specific binding” or “specifically binding” refers to the interaction between a protein or peptide and its agonist, antibody, antagonist, or other binding partner. The interaction is dependent upon the presence of a particular structure of the protein, e.g., the 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 free labeled A and the antibody will reduce the amount of labeled A that binds to the antibody.
[0113] “Substitution” refers to the replacement of at least one nucleotide or amino acid by a different nucleotide or amino acid.
[0114] “Substrate” refers to any suitable rigid or semi-rigid support including, e.g., membranes, filters, chips, slides, wafers, fibers, magnetic or nonmagnetic beads, gels, tubing, plates, polymers, microparticles or capillaries. The substrate can have a variety of surface forms, such as wells, trenches, pins, channels and pores, to which polynucleotides or polypeptides are bound.
[0115] A “transcript image” refers to the collective pattern of gene expression by a particular tissue or cell type under given conditions at a given time.
[0116] “Transformation” refers to a process by which exogenous DNA enters a recipient cell. Transformation may occur under natural or artificial conditions using various methods well known in the art. Transformation may rely on any known method for the insertion of foreign nucleic acid sequences into a prokaryotic or eukaryotic host cell. The method is selected based on the host cell being transformed.
[0117] “Transformants” include stably transformed cells in which the inserted DNA is capable of replication either as an autonomously replicating plasmid or as part of the host chromosome, as well as cells which transiently express inserted DNA or RNA.
[0118] A “transgenic organism,” as used herein, is any organism, including but not limited to animals and plants, in which one or more of the cells of the organism contains heterologous nucleic acid introduced by way of human intervention, such as by transgenic techniques well known in the art. The nucleic acid is introduced into the cell, directly or indirectly by introduction into a precursor of the cell, by way of deliberate genetic manipulation, such as by microinjection or by infection with a recombinant virus. The term genetic manipulation does not include classical cross-breeding, or in vitro fertilization, but rather is directed to the introduction of a recombinant DNA molecule. The transgenic organisms contemplated in accordance with the present invention include bacteria, cyanobacteria, fungi, and plants and animals. The isolated DNA of the present invention can be introduced into the host by methods known in the art, for example infection, transfection, transformation or transconjugation. Techniques for transferring the DNA of the present invention into such organisms are widely known and provided in references such as Sambrook et al. (1989), supra.
[0119] A “variant” of a particular nucleic acid sequence is defined as a nucleic acid sequence having at least 25% sequence identity to the particular nucleic acid sequence over a certain length of one of the nucleic acid sequences using blastn with the “BLAST 2 Sequences” tool Version 2.0.9 (May 7, 1999) set at default parameters. Such a pair of nucleic acids may show, for example, at least 30%, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, at least 95% or even at least 98% or greater sequence identity over a certain defined length. The variant may result in “conservative” amino acid changes which do not affect structural and/or chemical properties. A variant may be described as, for example, an “allelic” (as defined above), “splice,” “species,” or “polymorphic” variant. A splice variant may have significant identity to a reference molecule, but will generally have a greater or lesser number of polynucleotides due to alternate splicing of exons during mRNA processing. The corresponding polypeptide may possess additional functional domains or lack domains that are present in the reference molecule. Species variants are polynucleotide sequences that vary from one species to another. The resulting polypeptides generally will have significant amino acid identity relative to each other. A polymorphic variant is a variation in the polynucleotide sequence of a particular gene between individuals of a given species. Polymorphic variants also may encompass “single nucleotide polymorphisms” (SNPs) in which the polynucleotide sequence varies by one base. The presence of SNPs may be indicative of, for example, a certain population, a disease state, or a propensity for a disease state.
[0120] In an alternative, variants of the polynucleotides of the present invention may be generated through recombinant methods. One possible method is a DNA shuffling technique such as MOLECULTARBREEDING (Maxygen Inc., Santa Clara Calif.; described in U.S. Pat. No. 5,837,458; Chang, C. -C. et al. (1999) Nat. Biotechnol. 17:793-797; Christians, F. C. et al. (1999) Nat. Biotechnol. 17:259-264; and Crameri, A. et al. (1996) Nat. Biotechnol. 14:315-319) to alter or improve the biological properties of SPTM, such as its biological or enzymatic activity or its ability to bind to other molecules or compounds. DNA shuffling is a process by which a library of gene variants is produced using PCR-mediated recombination of gene fragments. The library is then subjected to selection or screening procedures that identify those gene variants with the desired properties. These preferred variants may then be pooled and further subjected to recursive rounds of DNA shuffling and selection/screening. Thus, genetic diversity is created through “artificial” breeding and rapid molecular evolution. For example, fragments of a single gene containing random point mutations may be recombined, screened, and then reshuffled until the desired properties are optimized. Alternatively, fragments of a given gene may be recombined with fragments of homologous genes in the same gene family, either from the same or different species, thereby maximizing the genetic diversity of multiple naturally occurring genes in a directed and controllable manner.
[0121] A “variant” of a particular polypeptide sequence is defined as a polypeptide sequence having at least 40% sequence identity to the particular polypeptide sequence over a certain length of one of the polypeptide sequences using blastp with the “BLAST 2 Sequences” tool Version 2.0.9 (May 7, 1999) set at default parameters. Such a pair of polypeptides may show, for example, at least 50%, at least 60%, at least 70%, at least 80%, at least 90%, at least 95%, or at least 98% or greater sequence identity over a certain defined length of one of the polypeptides.
THE INVENTION
[0122] In a particular embodiment, cDNA sequences derived from human tissues and cell lines were aligned based on nucleotide sequence identity and assembled into “consensus” or “template” sequences which are designated by the template identification numbers (template IDs) in column 2 of Table 1. The sequence identification numbers (SEQ ID NO:s) corresponding to the template IDs are shown in column 1. Segments of the template sequences are defined by the “start” and “stop” nucleotide positions listed in columns 3 and 4. These segments, when translated in the reading frames indicated in column 5, have similarity to signal peptide (SP) or transmembrane (TM) domain consensus sequences, as indicated in column 6.
[0123] The invention incorporates the nucleic acid sequences of these templates as disclosed in the Sequence Listing and the use of these sequences in the diagnosis and treatment of disease states characterized by defects in cell signaling. The invention further utilizes these sequences in hybridization and amplification technologies, and in particular, in technologies which assess gene expression patterns correlated with specific cells or tissues and their responses in vivo or in vitro to pharmaceutical agents, toxins, and other treatments. In this manner, the sequences of the present invention are used to develop a transcript image for a particular cell or tissue.
[0124] Derivation of Nucleic Acid Sequences
[0125] cDNA was isolated from libraries constructed using RNA derived from normal and diseased human tissues and cell lines. The human tissues and cell lines used for cDNA library construction were selected from a broad range of sources to provide a diverse population of cDNAs representative of gene transcription throughout the human body. Descriptions of the human tissues and cell lines used for cDNA library construction are provided in the LIFESEQ database (Incyte Genomics, Inc. (Incyte), Palo Alto Calif.). Human tissues were broadly selected from, for example, cardiovascular, dermatologic, endocrine, gastrointestinal, hematopoietic/immune system, musculoskeletal, neural, reproductive, and urologic sources.
[0126] Cell lines used for cDNA library construction were derived from, for example, leukemic cells, teratocarcinomas, neuroepitheliomas, cervical carcinoma, lung fibroblasts, and endothelial cells. Such cell lines include, for example, THP-1, Jurkat, HUVEC, hNT2, WI38, HeLa, and other cell lines commonly used and available from public depositories (American Type Culture Collection, Manassas Va.). Prior to mRNA isolation, cell lines were untreated, treated with a pharmaceutical agent such as 5′-aza-2′-deoxycytidine, treated with an activating agent such as lipopolysaccharide in the case of leukocytic cell lines, or, in the case of endothelial cell lines, subjected to shear stress.
[0127] Sequencing of the cDNAs
[0128] Methods for DNA sequencing are well known in the art. Conventional enzymatic methods employ the Klenow fragment of DNA polymerase I, SEQUENASE DNA polymerase (U.S. Biochemical Corporation, Cleveland Ohio), Taq polymerase (Applied Biosystems, Foster City Calif.), thermostable T7 polymerase (Amersham Pharmacia Biotech, Inc. (Amersham Pharmacia Biotech), Piscataway N.J.), or combinations of polymerases and proofreading exonucleases such as those found in the ELONGASE amplification system (Life Technologies Inc. (Life Technologies), Gaithersburg Md.), to extend the nucleic acid sequence from an oligonucleotide primer annealed to the DNA template of interest. Methods have been developed for the use of both single-stranded and double-stranded templates. Chain termination reaction products may be electrophoresed on urea-polyacrylamide gels and detected either by autoradiography (for radioisotope-labeled nucleotides) or by fluorescence (for fluorophore-labeled nucleotides). Automated methods for mechanized reaction preparation, sequencing, and analysis using fluorescence detection methods have been developed. Machines used to prepare cDNAs for sequencing can include the MICROLAB 2200 liquid transfer system (Hamilton Company (Hamilton), Reno Nev.), Peltier thermal cycler (PTC200; MJ Research, Inc. (MJ Research), Watertown Mass.), and ABI CATALYST 800 thermal cycler (Applied Biosystems). Sequencing can be carried out using, for example, the ABI 373 or 377 (Applied Biosystems) or MEGABACE 1000 (Molecular Dynamics, Inc. (Molecular Dynamics), Sunnyvale Calif.) DNA sequencing systems, or other automated and manual sequencing systems well known in the art.
[0129] The nucleotide sequences of the Sequence Listing have been prepared by current, state-of-the-art, automated methods and, as such, may contain occasional sequencing errors or unidentified nucleotides. Such unidentified nucleotides are designated by an N. These infrequent unidentified bases do not represent a hindrance to practicing the invention for those skilled in the art. Several methods employing standard recombinant techniques may be used to correct errors and complete the missing sequence information. (See, e.g., those described in Ausubel, F. M. et al. (1997) Short Protocols in Molecular Biology, John Wiley & Sons, New York N.Y.; and Sambrook, J. et al. (1989) Molecular Cloning A Laboratory Manual, Cold Spring Harbor Press, Plainview N.Y.)
[0130] Assembly of cDNA Sequences
[0131] Human polynucleotide sequences may be assembled using programs or algorithms well known in the art. Sequences to be assembled are related, wholly or in part, and may be derived from a single or many different transcripts. Assembly of the sequences can be performed using such programs as PHRAP (Phils Revised Assembly Program) and the GELVIEW fragment assembly system (GCG), or other methods known in the art.
[0132] Alternatively, cDNA sequences are used as “component” sequences that are assembled into “template” or “consensus” sequences as follows. Sequence chromatograms are processed, verified, and quality scores are obtained using PHRED. Raw sequences are edited using an editing pathway known as Block 1 (See, e.g., the LIFESEQ Assembled User Guide, Incyte Genomics, Palo Alto, Calif.). A series of BLAST comparisons is performed and low-information segments and repetitive elements (e.g., dinucleotide repeats, Alu repeats, etc.) are replaced by “n's”, or masked, to prevent spurious matches. Mitochondrial and ribosomal RNA sequences are also removed. The processed sequences are then loaded into a relational database management system (RDMS) which assigns edited sequences to existing templates, if available. When additional sequences are added into the RDMS, a process is initiated which modifies existing templates or creates new templates from works in progress (i.e., nonfinal assembled sequences) containing queued sequences or the sequences themselves. After the new sequences have been assigned to templates, the templates can be merged into bins. If multiple templates exist in one bin, the bin can be split and the templates reannotated.
[0133] Once gene bins have been generated based upon sequence alignments, bins are “clone joined” based upon clone information. Clone joining occurs when the 5′ sequence of one clone is present in one bin and the 3′ sequence from the same clone is present in a different bin, indicating that the two bins should be merged into a single bin. Only bins which share at least two different clones are merged.
[0134] A resultant template sequence may contain either a partial or a full length open reading frame, or all or part of a genetic regulatory element. This variation is due in part to the fact that the full length cDNAs of many genes are several hundred, and sometimes several thousand, bases in length. With current technology, cDNAs comprising the coding regions of large genes cannot be cloned because of vector limitations, incomplete reverse transcription of the mRNA, or incomplete “second strand” synthesis. Template sequences may be extended to include additional contiguous sequences derived from the parent RNA transcript using a variety of methods known to those of skill in the art. Extension may thus be used to achieve the full length coding sequence of a gene.
[0135] Analysis of the cDNA Sequences
[0136] The cDNA sequences are analyzed using a variety of programs and algorithms which are well known in the art. (See, e.g., Ausubel, 1997, supra, Chapter 7.7; Meyers, R. A. (Ed.) (1995) Molecular Biology and Biotechnology, Wiley VCH, New York N.Y., pp. 856-853; and Table 4.) These analyses comprise both reading frame determinations, e.g., based on triplet codon periodicity for particular organisms (Fickett, J. W. (1982) Nucleic Acids Res. 10:5303-5318); analyses of potential start and stop codons; and homology searches.
[0137] Computer programs known to those of skill in the art for performing computer-assisted searches for amino acid and nucleic acid sequence similarity, include, for example, Basic Local Alignment Search Tool (BLAST; Altschul, S. F. (1993) J. Mol. Evol. 36:290-300; Altschul, S. F. et al. (1990) J. Mol. Biol. 215:403-410). BLAST is especially useful in determining exact matches and comparing two sequence fragments of arbitrary but equal lengths, whose alignment is locally maximal and for which the alignment score meets or exceeds a threshold or cutoff score set by the user (Karlin, S. et al. (1988) Proc. Natl. Acad. Sci. USA 85:841-845). Using an appropriate search tool (e.g., BLAST or HMM), GenBank, SwissProt, BLOCKS, PFAM and other databases may be searched for sequences containing regions of homology to a query sptm or SPTM of the present invention.
[0138] Other approaches to the identification, assembly, storage, and display of nucleotide and polypeptide sequences are provided in “Relational Database for Storing Biomolecule Information,” U.S. Ser. No. 08/947,845, filed Oct. 9, 1997; “Project-Based Full-Length Biomolecular Sequence Database,” U.S. Ser. No. 08/811,758, filed Mar. 6, 1997; and “Relational Database and System for Storing Information Relating to Biomolecular Sequences,” U.S. Ser. No. 09/034,807, filed Mar. 4, 1998, all of which are incorporated by reference herein in their entirety.
[0139] Protein hierarchies can be assigned to the putative encoded polypeptide based on, e.g., motif, BLAST, or biological analysis. Methods for assigning these hierarchies are described, for example, in “Database System Employing Protein Function Hierarchies for Viewing Biomolecular Sequence Data,” U.S. Ser. No. 08/812,290, filed Mar. 6, 1997, incorporated herein by reference.
[0140] Human Secretory Sequences
[0141] The sptm of the present invention may be used for a variety of diagnostic and therapeutic purposes. For example, an sptm may be used to diagnose a particular condition, disease, or disorder associated with cell signaling. Such conditions, diseases, and disorders include, but are not limited to, a cell proliferative disorder such as actinic keratosis, arteriosclerosis, atherosclerosis, bursitis, cirrhosis, hepatitis, mixed connective tissue disease (MCTD), myelofibrosis, paroxysmal nocturnal hemoglobinuria, polycythemia vera, psoriasis, primary thrombocythemia, and cancers including adenocarcinoma, leukemia, lymphoma, melanoma, myeloma, sarcoma, teratocarcinoma, and, in particular, a cancer of the adrenal gland, bladder, bone, bone marrow, brain, breast, cervix, gall bladder, ganglia, gastrointestinal tract, heart, kidney, liver, lung, muscle, ovary, pancreas, parathyroid, penis, prostate, salivary glands, skin, spleen, testis, thymus, thyroid, and uterus; an immune system disorder such as such as inflammation, actinic keratosis, acquired immunodeficiency syndrome (AIDS), Addison's disease, adult respiratory distress syndrome, allergies, ankylosing spondylitis, amyloidosis, anemia, arteriosclerosis, asthma, atherosclerosis, autoimmune hemolytic anemia, autoimmune thyroiditis, bronchitis, bursitis, cholecystitis, cirrhosis, contact dermatitis, Crohn's disease, atopic dermatitis, dermatomyositis, diabetes mellitus, emphysema, erythroblastosis fetalis, erythema nodosum, atrophic gastritis, glomerulonephritis, Goodpasture's syndrome, gout, Graves' disease, Hashimoto's thyroiditis, paroxysmal nocturnal hemoglobinuria, hepatitis, hypereosinophilia, irritable bowel syndrome, episodic lymphopenia with lymphocytotoxins, mixed connective tissue disease (MCTD), multiple sclerosis, myasthenia gravis, myocardial or pericardial inflammation, myelofibrosis, osteoarthritis, osteoporosis, pancreatitis, polycythemia vera, polymyositis, psoriasis, Reiter's syndrome, rheumatoid artritis, scleroderma, Sjögren's syndrome, systemic anaphylaxis, systemic lupus erythematosus, systemic sclerosis, primary thrombocythemia, thrombocytopenic purpura, ulcerative colitis, uveitis, Werner syndrome, complications of cancer, hemodialysis, and extracorporeal circulation, trauma, and hematopoietic cancer including lymphoma, leukemia, and myeloma; and a neurological disorder such as epilepsy, ischemic cerebrovascular disease, stroke, cerebral neoplasms, Alzheimer's disease, Pick's disease, Huntington's disease, dementia, Parkinson's disease and other extrapyramidal disorders, amyotrophic lateral sclerosis and other motor neuron disorders, progressive neural muscular atrophy, retinitis pigmentosa, hereditary ataxias, multiple sclerosis and other demyelinating diseases, bacterial and viral meningitis, brain abscess, subdural empyema, epidural abscess, suppurative intracranial thrombophlebitis, myelitis and radiculitis, viral central nervous system disease, prion diseases including kuru, Creutzfeldt-Jakob disease, and Gerstmann-Straussler-Scheinker syndrome, fatal familial insomnia, nutritional and metabolic diseases of the nervous system, neurofibromatosis, tuberous sclerosis, cerebelloretinal hemangioblastomatosis, encephalotrigeminal syndrome, mental retardation and other developmental disorder of the central nervous system, cerebral palsy, a neuroskeletal disorder, an autonomic nervous system disorder, a cranial nerve disorder, a spinal cord disease, muscular dystrophy and other neuromuscular disorder, a peripheral nervous system disorder, dermatomyositis and polymyositis, inherited, metabolic, endocrine, and toxic myopathy, myasthenia gravis, periodic paralysis, a mental disorder including mood, anxiety, and schizophrenic disorder, seasonal affective disorder (SAD), akathesia, amnesia, catatonia, diabetic neuropathy, tardive dyskinesia, dystonias, paranoid psychoses, postherpetic neuralgia, and Tourette's disorder. The sptm can be used to detect the presence of, or to quantify the amount of, an sptm-related polynucleotide in a sample. This information is then compared to information obtained from appropriate reference samples, and a diagnosis is established. Alternatively, a polynucleotide complementary to a given sptm can inhibit or inactivate a therapeutically relevant gene related to the sptm.
[0142] Analysis of sptm Expression Patterns
[0143] The expression of sptm may be routinely assessed by hybridization-based methods to determine, for example, the tissue-specificity, disease-specificity, or developmental stage-specificity of sptm expression. For example, the level of expression of sptm may be compared among different cell types or tissues, among diseased and normal cell types or tissues, among cell types or tissues at different developmental stages, or among cell types or tissues undergoing various treatments. This type of analysis is useful, for example, to assess the relative levels of sptm expression in fully or partially differentiated cells or tissues, to determine if changes in sptm expression levels are correlated with the development or progression of specific disease states, and to assess the response of a cell or tissue to a specific therapy, for example, in pharmacological or toxicological studies. Methods for the analysis of sptm expression are based on hybridization and amplification technologies and include membrane-based procedures such as northern blot analysis, high-throughput procedures that utilize, for example, microarrays, and PCR-based procedures.
[0144] Hybridization and Genetic Analysis
[0145] The sptm, their fragments, or complementary sequences, may be used to identify the presence of and/or to determine the degree of similarity between two (or more) nucleic acid sequences. The sptm may be hybridized to naturally occurring or recombinant nucleic acid sequences under appropriately selected temperatures and salt concentrations. Hybridization with a probe based on the nucleic acid sequence of at least one of the sptm allows for the detection of nucleic acid sequences, including genomic sequences, which are identical or related to the sptm of the Sequence Listing. Probes may be selected from non-conserved or unique regions of at least one of the polynucleotides of SEQ ID NO: 1-79 and tested for their ability to identify or amplify the target nucleic acid sequence using standard protocols.
[0146] Polynucleotide sequences that are capable of hybridizing, in particular, to those shown in SEQ ID NO: 1-79 and fragments thereof, can be identified using various conditions of stringency. (See, e.g., Wahl, G. M. and S. L. Berger (1987) Methods Enzymol. 152:399-407; Kimmel, A. R. (1987) Methods Enzymol. 152:507-511.) Hybridization conditions are discussed in “Definitions.”
[0147] A probe for use in Southern or northern hybridization may be derived from a fragment of an sptm sequence, or its complement, that is up to several hundred nucleotides in length and is either single-stranded or double-stranded. Such probes may be hybridized in solution to biological materials such as plasmids, bacterial, yeast, or human artificial chromosomes, cleared or sectioned tissues, or to artificial substrates containing sptm. Microarrays are particularly suitable for identifying the presence of and detecting the level of expression for multiple genes of interest by examining gene expression correlated with, e.g., various stages of development, treatment with a drug or compound, or disease progression. An array analogous to a dot or slot blot may be used to arrange and link polynucleotides to the surface of a substrate using one or more of the following: mechanical (vacuum), chemical, thermal, or UV bonding procedures. Such an array may contain any number of sptm and may be produced by hand or by using available devices, materials, and machines.
[0148] Microarrays may be prepared, used, and analyzed using methods known in the art. (See, e.g., Brennan, T. M. et al. (1995) U.S. Pat. No. 5,474,796; Schena, M. et al. (1996) Proc. Natl. Acad. Sci. USA 93:10614-10619; Baldeschweiler et al. (1995) PCT application WO95/251116; Shalon, D. et al. (1995) PCT application WO95/35505; Heller, R. A. et al. (1997) Proc. Natl. Acad. Sci. USA 94:2150-2155; and Heller, M. J. et al. (1997) U.S. Pat. No. 5,605,662.)
[0149] Probes may be labeled by either PCR or enzymatic techniques using a variety of commercially available reporter molecules. For example, commercial kits are available for radioactive and chemiluminescent labeling (Amersham Pharmacia Biotech) and for alkaline phosphatase labeling (Life Technologies). Alternatively, sptm may be cloned into commercially available vectors for the production of RNA probes. Such probes may be transcribed in the presence of at least one labeled nucleotide (e.g., 32P-ATP, Amersham Pharmacia Biotech).
[0150] Additionally the polynucleotides of SEQ ID NO: 1-79 or suitable fragments thereof can be used to isolate full length cDNA sequences utilizing hybridization and/or amplification procedures well known in the art, e.g., cDNA library screening, PCR amplification, etc. The molecular cloning of such fall length cDNA sequences may employ the method of cDNA library screening with probes using the hybridization, stringency, washing, and probing strategies described above and in Ausubel, supra, Chapters 3, 5, and 6. These procedures may also be employed with genomic libraries to isolate genomic sequences of sptm in order to analyze, e.g., regulatory elements.
[0151] Genetic Mapping
[0152] Gene identification and mapping are important in the investigation and treatment of almost all conditions, diseases, and disorders. Cancer, cardiovascular disease, Alzheimer's disease, arthritis, diabetes, and mental illnesses are of particular interest. Each of these conditions is more complex than the single gene defects of sickle cell anemia or cystic fibrosis, with select groups of genes being predictive of predisposition for a particular condition, disease, or disorder. For example, cardiovascular disease may result from malfunctioning receptor molecules that fail to clear cholesterol from the bloodstream, and diabetes may result when a particular individual's immune system is activated by an infection and attacks the insulin-producing cells of the pancreas. In some studies, Alzheimer's disease has been linked to a gene on chromosome 21; other studies predict a different gene and location. Mapping of disease genes is a complex and reiterative process and generally proceeds from genetic linkage analysis to physical mapping.
[0153] As a condition is noted among members of a family, a genetic linkage map traces parts of chromosomes that are inherited in the same pattern as the condition. Statistics link the inheritance of particular conditions to particular regions of chromosomes, as defined by RFLP or other markers. (See, for example, Lander, E. S. and Botstein, D. (1986) Proc. Natl. Acad. Sci. USA 83:7353-7357.) Occasionally, genetic markers and their locations are known from previous studies. More often, however, the markers are simply stretches of DNA that differ among individuals. Examples of genetic linkage maps can be found in various scientific journals or at the Online Mendelian Inheritance in Man (OMIM) World Wide Web site.
[0154] In another embodiment of the invention, sptm sequences may be used to generate hybridization probes useful in chromosomal mapping of naturally occurring genomic sequences. Either coding or noncoding sequences of sptm may be used, and in some instances, noncoding sequences may be preferable over coding sequences. For example, conservation of an sptm coding sequence among members of a multi-gene family may potentially cause undesired cross hybridization during chromosomal mapping. The sequences may be mapped to a particular chromosome, to a specific region of a chromosome, or to artificial chromosome constructions, e.g., human artificial chromosomes (HACs), yeast artificial chromosomes (YACs), bacterial artificial chromosomes (BACs), bacterial P1 constructions, or single chromosome cDNA libraries. (See, e.g., Harrington, J. J. et al. (1997) Nat. Genet. 15:345-355; Price, C. M. (1993) Blood Rev. 7:127-134; and Trask, B. J. (1991) Trends Genet. 7:149-154.)
[0155] Fluorescent in situ hybridization (FISH) may be correlated with other physical chromosome mapping techniques and genetic map data. (See, e.g., Meyers, supra, pp. 965-968.) Correlation between the location of sptm on a physical chromosomal map and a specific disorder, or a predisposition to a specific disorder, may help define the region of DNA associated with that disorder. The sptm sequences may also be used to detect polymorphisms that are genetically linked to the inheritance of a particular condition, disease, or disorder.
[0156] In situ hybridization of chromosomal preparations and genetic mapping techniques, such as linkage analysis using established chromosomal markers, may be used for extending existing genetic maps. Often the placement of a gene on the chromosome of another mammalian species, such as mouse, may reveal associated markers even if the number or arm of the corresponding human chromosome is not known. These new marker sequences can be mapped to human chromosomes and may provide valuable information to investigators searching for disease genes using positional cloning or other gene discovery techniques. Once a disease or syndrome has been crudely correlated by genetic linkage with a particular genomic region, e.g., ataxia-telangiectasia to 11q22-23, any sequences mapping to that area may represent associated or regulatory genes for further investigation. (See, e.g., Gatti, R. A. et al. (1988) Nature 336:577-580.) The nucleotide sequences of the subject invention may also be used to detect differences in chromosomal architecture due to translocation, inversion, etc., among normal, carrier, or affected individuals.
[0157] Once a disease-associated gene is mapped to a chromosomal region, the gene must be cloned in order to identify mutations or other alterations (e.g., translocations or inversions) that may be correlated with disease. This process requires a physical map of the chromosomal region containing the disease-gene of interest along with associated markers. A physical map is necessary for determining the nucleotide sequence of and order of marker genes on a particular chromosomal region. Physical mapping techniques are well known in the art and require the generation of overlapping sets of cloned DNA fragments from a particular organelle, chromosome, or genome. These clones are analyzed to reconstruct and catalog their order. Once the position of a marker is determined, the DNA from that region is obtained by consulting the catalog and selecting clones from that region. The gene of interest is located through positional cloning techniques using hybridization or similar methods.
[0158] Diagnostic Uses
[0159] The sptm of the present invention may be used to design probes useful in diagnostic assays. Such assays, well known to those skilled in the art, may be used to detect or confirm conditions, disorders, or diseases associated with abnormal levels of sptm expression. Labeled probes developed from sptm sequences are added to a sample under hybridizing conditions of desired stringency. In some instances, sptm, or fragments or oligonucleotides derived from sptm, may be used as primers in amplification steps prior to hybridization. The amount of hybridization complex formed is quantified and compared with standards for that cell or tissue. If sptm expression varies significantly from the standard, the assay indicates the presence of the condition, disorder, or disease. Qualitative or quantitative diagnostic methods may include northern, dot blot, or other membrane or dip-stick based technologies or multiple-sample format technologies such as PCR, enzyme-linked immunosorbent assay (ELISA)-like, pin, or chip-based assays.
[0160] The probes described above may also be used to monitor the progress of conditions, disorders, or diseases associated with abnormal levels of sptm expression, or to evaluate the efficacy of a particular therapeutic treatment. The candidate probe may be identified from the sptm that are specific to a given human tissue and have not been observed in GenBank or other genome databases. Such a probe may be used in animal studies, preclinical tests, clinical trials, or in monitoring the treatment of an individual patient. In a typical process, standard expression is established by methods well known in the art for use as a basis of comparison, samples from patients affected by the disorder or disease are combined with the probe to evaluate any deviation from the standard profile, and a therapeutic agent is administered and effects are monitored to generate a treatment profile. Efficacy is evaluated by determining whether the expression progresses toward or returns to the standard normal pattern. Treatment profiles may be generated over a period of several days or several months. Statistical methods well known to those skilled in the art may be use to determine the significance of such therapeutic agents.
[0161] The polynucleotides are also useful for identifying individuals from minute biological samples, for example, by matching the RFLP pattern of a sample's DNA to that of an individual's DNA. The polynucleotides of the present invention can also be used to determine the actual base-by-base DNA sequence of selected portions of an individual's genome. These sequences can be used to prepare PCR primers for amplifying and isolating such selected DNA, which can then be sequenced. Using this technique, an individual can be identified through a unique set of DNA sequences. Once a unique ID database is established for an individual, positive identification of that individual can be made from extremely small tissue samples.
[0162] In a particular aspect, oligonucleotide primers derived from the sptm of the invention may be used to detect single nucleotide polymorphisms (SNPs). SNPs are substitutions, insertions and deletions that are a frequent cause of inherited or acquired genetic disease in humans. Methods of SNP detection include, but are not limited to, single-stranded conformation polymorphism (SSCP) and fluorescent SSCP (fSSCP) methods. In SSCP, oligonucleotide primers derived from sptm are used to amplify DNA using the polymerase chain reaction (PCR). The DNA may be derived, for example, from diseased or normal tissue, biopsy samples, bodily fluids, and the like. SNPs in the DNA cause differences in the secondary and tertiary structures of PCR products in single-stranded form, and these differences are detectable using gel electrophoresis in non-denaturing gels. In fSCCP, the oligonucleotide primers are fluorescently labeled, which allows detection of the amplimers in high-throughput equipment such as DNA sequencing machines. Additionally, sequence database analysis methods, termed in silico SNP (isSNP), are capable of identifying polymorphisms by comparing the sequences of individual overlapping DNA fragments which assemble into a common consensus sequence. These computer-based methods filter out sequence variations due to laboratory preparation of DNA and sequencing errors using statistical models and automated analyses of DNA sequence chromatograms. In the alternative, SNPs may be detected and characterized by mass spectrometry using, for example, the high throughput MASSARRAY system (Sequenom, Inc., San Diego Calif.).
[0163] DNA-based identification techniques are critical in forensic technology. DNA sequences taken from very small biological samples such as tissues, e.g., hair or skin, or body fluids, e.g., blood, saliva, semen, etc., can be amplified using, e.g., PCR, to identify individuals. (See, e.g., Erlich, H. (1992) PCR Technology, Freeman and Co., New York, N.Y.). Similarly, polynucleotides of the present invention can be used as polymorphic markers.
[0164] There is also a need for reagents capable of identifying the source of a particular tissue. Appropriate reagents can comprise, for example, DNA probes or primers prepared from the sequences of the present invention that are specific for particular tissues. Panels of such reagents can identify tissue by species and/or by organ type. In a similar fashion, these reagents can be used to screen tissue cultures for contamination.
[0165] The polynucleotides of the present invention can also be used as molecular weight markers on nucleic acid gels or Southern blots, as diagnostic probes for the presence of a specific mRNA in a particular cell type, in the creation of subtracted cDNA libraries which aid in the discovery of novel polynucleotides, in selection and synthesis of oligomers for attachment to an array or other support, and as an antigen to elicit an immune response.
[0166] Disease Model Systems Using sptm
[0167] The polynucleotides encoding SPTM or their mammalian homologs may be “knocked out” in an animal model system using homologous recombination in embryonic stem (ES) cells. Such techniques are well known in the art and are useful for the generation of animal models of human disease. (See, e.g., U.S. Pat. No. 5,175,383 and U.S. Pat. No. 5,767,337.) For example, mouse ES cells, such as the mouse 129/SvJ cell line, are derived from the early mouse embryo and grown in culture. The ES cells are transformed with a vector containing the gene of interest disrupted by a marker gene, e.g., the neomycin phosphotransferase gene (neo; Capeechi, M. R. (1989) Science 244:1288-1292). The vector integrates into the corresponding region of the host genome by homologous recombination. Alternatively, homologous recombination takes place using the Cre-loxP system to knockout a gene of interest in a tissue- or developmental stage-specific manner (Marth, J. D. (1996) Clin. Invest. 97:1999-2002; Wagner, K. U. et al. (1997) Nucleic Acids Res. 25:4323-4330). Transformed ES cells are identified and microinjected into mouse cell blastocysts such as those from the C57BL/6 mouse strain. The blastocysts are surgically transferred to pseudopregnant dams, and the resulting chimeric progeny are genotyped and bred to produce heterozygous or homozygous strains. Transgenic animals thus generated may be tested with potential therapeutic or toxic agents.
[0168] The polynucleotides encoding SPTM may also be manipulated in vitro in ES cells derived from human blastocysts. Human ES cells have the potential to differentiate into at least eight separate cell lineages including endoderm, mesoderm, and ectodermal cell types. These cell lineages differentiate into, for example, neural cells, hematopoietic lineages, and cardiomyocytes (Thomson, J. A. et al. (1998) Science 282:1145-1147).
[0169] The polynucleotides encoding SPTM of the invention can also be used to create “knockin” humanized animals (pigs) or transgenic animals (mice or rats) to model human disease. With knockin technology, a region of sptm is injected into animal ES cells, and the injected sequence integrates into the animal cell genome. Transformed cells are injected into blastulae, and the blastulae are implanted as described above. Transgenic progeny or inbred lines are studied and treated with potential pharmaceutical agents to obtain information on treatment of a human disease. Alternatively, a mammal inbred to overexpress sptm, resulting, e.g., in the secretion of SPTM in its milk, may also serve as a convenient source of that protein (Janne, J. et al. (1998) Biotechnol. Annu. Rev. 4:55-74).
[0170] Screening Assays
[0171] SPTM encoded by polynucleotides of the present invention may be used to screen for molecules that bind to or are bound by the encoded polypeptides. The binding of the polypeptide and the molecule may activate (agonist), increase, inhibit (antagonist), or decrease activity of the polypeptide or the bound molecule. Examples of such molecules include antibodies, oligonucleotides, proteins (e.g., receptors), or small molecules.
[0172] Preferably, the molecule is closely related to the natural ligand of the polypeptide, e.g., a ligand or fragment thereof, a natural substrate, or a structural or functional mimetic. (See, Coligan et al., (1991) Current Protocols in Immunology 1(2): Chapter 5.) Similarly, the molecule can be closely related to the natural receptor to which the polypeptide binds, or to at least a fragment of the receptor, e.g., the active site. In either case, the molecule can be rationally designed using known techniques. Preferably, the screening for these molecules involves producing appropriate cells which express the polypeptide, either as a secreted protein or on the cell membrane. Preferred cells include cells from mammals, yeast, Drosophila, or E. coli. Cells expressing the polypeptide or cell membrane fractions which contain the expressed polypeptide are then contacted with a test compound and binding, stimulation, or inhibition of activity of either the polypeptide or the molecule is analyzed.
[0173] An assay may simply test binding of a candidate compound to the polypeptide, wherein binding is detected by a fluorophore, radioisotope, enzyme conjugate, or other detectable label. Alternatively, the assay may assess binding in the presence of a labeled competitor.
[0174] Additionally, the assay can be carried out using cell-free preparations, polypeptide/molecule affixed to a solid support, chemical libraries, or natural product mixtures. The assay may also simply comprise the steps of mixing a candidate compound with a solution containing a polypeptide, measuring polypeptide/molecule activity or binding, and comparing the polypeptide/molecule activity or binding to a standard.
[0175] Preferably, an ELISA assay using, e.g., a monoclonal or polyclonal antibody, can measure polypeptide level in a sample. The antibody can measure polypeptide level by either binding, directly or indirectly, to the polypeptide or by competing with the polypeptide for a substrate.
[0176] All of the above assays can be used in a diagnostic or prognostic context. The molecules discovered using these assays can be used to treat disease or to bring about a particular result in a patient (e.g., blood vessel growth) by activating or inhibiting the polypeptide/molecule. Moreover, the assays can discover agents which may inhibit or enhance the production of the polypeptide from suitably manipulated cells or tissues.
[0177] Transcript Imaging and Toxicological Testing
[0178] Another embodiment relates to the use of sptm to develop a transcript image of a tissue or cell type. A transcript image represents the global pattern of gene expression by a particular tissue or cell type. Global gene expression patterns are analyzed by quantifying the number of expressed genes and their relative abundance under given conditions and at a given time. (See Seilhamer et al., “Comparative Gene Transcript Analysis,” U.S. Pat. No. 5,940,484, expressly incorporated by reference herein.) Thus a transcript image may be generated by hybridizing the polynucleotides of the present invention or their complements to the totality of transcripts or reverse transcripts of a particular tissue or cell type. In one embodiment, the hybridization takes place in high-throughput format, wherein the polynucleotides of the present invention or their complements comprise a subset of a plurality of elements on a microarray. The resultant transcript image would provide a profile of gene activity pertaining to cell signaling.
[0179] Transcript images which profile sptm expression may be generated using transcripts isolated from tissues, cell lines, biopsies, or other biological samples. The transcript image may thus reflect sptm expression in vivo, as in the case of a tissue or biopsy sample, or in vitro, as in the case of a cell line.
[0180] Transcript images which profile sptm expression may also be used in conjunction with in vitro model systems and preclinical evaluation of pharmaceuticals, as well as toxicological testing of industrial and naturally-occurring environmental compounds. All compounds induce characteristic gene expression patterns, frequently termed molecular fingerprints or toxicant signatures, which are indicative of mechanisms of action and toxicity (Nuwaysir, E. F. et al. (1999) Mol. Carcinog. 24:153-159; Steiner, S. and Anderson, N. L. (2000) Toxicol. Lett. 112-113:467-71, expressly incorporated by reference herein). If a test compound has a signature similar to that of a compound with known toxicity, it is likely to share those toxic properties. These fingerprints or signatures are most useful and refined when they contain expression information from a large number of genes and gene families. Ideally, a genome-wide measurement of expression provides the highest quality signature. Even genes whose expression is not altered by any tested compounds are important as well, as the levels of expression of these genes are used to normalize the rest of the expression data. The normalization procedure is useful for comparison of expression data after treatment with different compounds. While the assignment of gene function to elements of a toxicant signature aids in interpretation of toxicity mechanisms, knowledge of gene function is not necessary for the statistical matching of signatures which leads to prediction of toxicity. (See, for example, Press Release 00-02 from the National Institute of Environmental Health Sciences, released Feb. 29, 2000, available at http://www.niehs.nih.gov/oc/news/toxchip.htm.) Therefore, it is important and desirable in toxicological screening using toxicant signatures to include all expressed gene sequences.
[0181] In one embodiment, the toxicity of a test compound is assessed by treating a biological sample containing nucleic acids with the test compound. Nucleic acids that are expressed in the treated biological sample are hybridized with one or more probes specific to the polynucleotides of the present invention, so that transcript levels corresponding to the polynucleotides of the present invention may be quantified. The transcript levels in the treated biological sample are compared with levels in an untreated biological sample. Differences in the transcript levels between the two samples are indicative of a toxic response caused by the test compound in the treated sample.
[0182] Another particular embodiment relates to the use of SPTM encoded by polynucleotides of the present invention to analyze the proteome of a tissue or cell type. The term proteome refers to the global pattern of protein expression in a particular tissue or cell type. Each protein component of a proteome can be subjected individually to further analysis. Proteome expression patterns, or profiles, are analyzed by quantifying the number of expressed proteins and their relative abundance under given conditions and at a given time. A profile of a cell's proteome may thus be generated by separating and analyzing the polypeptides of a particular tissue or cell type. In one embodiment, the separation is achieved using two-dimensional gel electrophoresis, in which proteins from a sample are separated by isoelectric focusing in the first dimension, and then according to molecular weight by sodium dodecyl sulfate slab gel electrophoresis in the second dimension (Steiner and Anderson, supra). The proteins are visualized in the gel as discrete and uniquely positioned spots, typically by staining the gel with an agent such as Coomassie Blue or silver or fluorescent stains. The optical density of each protein spot is generally proportional to the level of the protein in the sample. The optical densities of equivalently positioned protein spots from different samples, for example, from biological samples either treated or untreated with a test compound or therapeutic agent, are compared to identify any changes in protein spot density related to the treatment. The proteins in the spots are partially sequenced using, for example, standard methods employing chemical or enzymatic cleavage followed by mass spectrometry. The identity of the protein in a spot may be determined by comparing its partial sequence, preferably of at least 5 contiguous amino acid residues, to the polypeptide sequences of the present invention. In some cases, further sequence data may be obtained for definitive protein identification.
[0183] A proteomnic profile may also be generated using antibodies specific for SPTM to quantify the levels of SPTM expression. In one embodiment, the antibodies are used as elements on a microarray, and protein expression levels are quantified by exposing the microarray to the sample and detecting the levels of protein bound to each array element (Lueking, A. et al. (1999) Anal. Biochem. 270:103-11; Mendoze, L. G. et al. (1999) Biotechniques 27:778-88). Detection may be performed by a variety of methods known in the art, for example, by reacting the proteins in the sample with a thiol- or amino-reactive fluorescent compound and detecting the amount of fluorescence bound at each array element.
[0184] Toxicant signatures at the proteome level are also useful for toxicological screening, and should be analyzed in parallel with toxicant signatures at the transcript level. There is a poor correlation between transcript and protein abundances for some proteins in some tissues (Anderson, N. L. and Seilhamer, J. (1997) Electrophoresis 18:533-537), so proteome toxicant signatures may be useful in the analysis of compounds which do not significantly affect the transcript image, but which alter the proteomic profile. In addition, the analysis of transcripts in body fluids is difficult, due to rapid degradation of mRNA, so proteomic profiling may be more reliable and informative in such cases.
[0185] In another embodiment, the toxicity of a test compound is assessed by treating a biological sample containing proteins with the test compound Proteins that are expressed in the treated biological sample are separated so that the amount of each protein can be quantified. The amount of each protein is compared to the amount of the corresponding protein in an untreated biological sample. A difference in the amount of protein between the two samples is indicative of a toxic response to the test compound in the treated sample. Individual proteins are identified by sequencing the amino acid residues of the individual proteins and comparing these partial sequences to the SPTM encoded by polynucleotides of the present invention.
[0186] In another embodiment, the toxicity of a test compound is assessed by treating a biological sample containing proteins with the test compound. Proteins from the biological sample are incubated with antibodies specific to the SPTM encoded by polynucleotides of the present invention. The amount of protein recognized by the antibodies is quantified. The amount of protein in the treated biological sample is compared with the amount in an untreated biological sample. A difference in the amount of protein between the two samples is indicative of a toxic response to the test compound in the treated sample.
[0187] Transcript images may be used to profile sptm expression in distinct tissue types. This process can be used to determine cell signaling activity in a particular tissue type relative to this activity in a different tissue type. Transcript images may be used to generate a profile of sptm expression characteristic of diseased tissue. Transcript images of tissues before and after treatment may be used for diagnostic purposes, to monitor the progression of disease, and to monitor the efficacy of drug treatments for diseases which affect cell signaling activity.
[0188] Transcript images of cell lines can be used to assess cell signaling activity and/or to identify cell lines that lack or misregulate this activity. Such cell lines may then be treated with pharmaceutical agents, and a transcript image following treatment may indicate the efficacy of these agents in restoring desired levels of this activity. A similar approach may be used to assess the toxicity of pharmaceutical agents as reflected by undesirable changes in cell signaling activity. Candidate pharmaceutical agents may be evaluated by comparing their associated transcript images with those of pharmaceutical agents of known effectiveness.
[0189] Antisense Molecules
[0190] The polynucleotides of the present invention are useful in antisense technology. Antisense technology or therapy relies on the modulation of expression of a target protein through the specific binding of an antisense sequence to a target sequence encoding the target protein or directing its expression. (See, e.g., Agrawal, S., ed. (1996) Antisense TheraDeutics, Humana Press Inc., Totawa N.J.; Alama, A. et al. (1997) Pharmacol. Res. 36(3):171-178; Crooke, S. T. (1997) Adv. Pharmacol. 40:1-49; Sharma, H. W. and R. Narayanan (1995) Bioessays 17(12):1055-1063; and Lavrosky, Y. et al. (1997) Biochem. Mol. Med. 62(l):11-22.) An antisense sequence is a polynucleotide sequence capable of specifically hybridizing to at least a portion of the target sequence. Antisense sequences bind to cellular mRNA and/or genomic DNA, affecting translation and/or transcription. Antisense sequences can be DNA, RNA, or nucleic acid mimics and analogs. (See, e.g., Rossi, J. J. et al. (1991) Antisense Res. Dev. 1(3):285-288; Lee, R. et al. (1998) Biochemistry 37(3):900-1010; Pardridge, W. M. et al. (1995) Proc. Natl. Acad. Sci. USA 92(12):5592-5596; and Nielsen, P. E. and Haaima, G. (1997) Chem. Soc. Rev. 96:73-78.) Typically, the binding which results in modulation of expression occurs through hybridization or binding of complementary base pairs. Antisense sequences can also bind to DNA duplexes through specific interactions in the major groove of the double helix.
[0191] The polynucleotides of the present invention and fragments thereof can be used as antisense sequences to modify the expression of the polypeptide encoded by sptm. The antisense sequences can be produced ex vivo, such as by using any of the ABI nucleic acid synthesizer series (Applied Biosystems) or other automated systems known in the art. Antisense sequences can also be produced biologically, such as by transforming an appropriate host cell with an expression vector containing the sequence of interest. (See, e.g., Agrawal, supra.)
[0192] In therapeutic use, any gene delivery system suitable for introduction of the antisense sequences into appropriate target cells can be used. Antisense sequences can be delivered intracellularly in the form of an expression plasmid which, upon transcription, produces a sequence complementary to at least a portion of the cellular sequence encoding the target protein. (See, e.g., Slater, J. E., et al. (1998) J. Allergy Clin. Immunol. 102(3):469-475; and Scanlon, K. J., et al. (1995) 9(13):1288-1296.) Antisense sequences can also be introduced intracellularly through the use of viral vectors, such as retrovirus and adeno-associated virus vectors. (See, e.g., Miller, A. D. (1990) Blood 76:271; Ausubel, F. M. et al. (1995) Current Protocols in Molecular Biology, John Wiley & Sons, New York N.Y.; Uckert, W. and W. Walther (1994) Pharmacol. Ther. 63(3):323-347.) Other gene delivery mechanisms include liposome-derived systems, artificial viral envelopes, and other systems known in the art. (See, e.g., Rossi, J. J. (1995) Br. Med. Bull. 51(1):217-225; Boado, R. J. et al. (1998) J. Pharm. Sci. 87(11):1308-1315; and Morris, M. C. et al. (1997) Nucleic Acids Res. 25(14):2730-2736.)
[0193] Expression
[0194] In order to express a biologically active SPTM, the nucleotide sequences encoding SPTM or fragments thereof may be inserted into an appropriate expression vector, i.e., a vector which contains the necessary elements for transcriptional and translational control of the inserted coding sequence in a suitable host. Methods which are well known to those skilled in the art may be used to construct expression vectors containing sequences encoding SPTM and appropriate transcriptional and translational control elements. These methods include in vitro recombinant DNA techniques, synthetic techniques, and in vivo genetic recombination. (See, e.g., Sambrook, supra, Chapters 4, 8, 16, and 17; and Ausubel, supra, Chapters 9, 10, 13, and 16.)
[0195] A variety of expression vector/host systems may be utilized to contain and express sequences encoding SPTM. These include, but are not limited to, microorganisms such as bacteria transformed with recombinant bacteriophage, plasmid, or cosmid DNA expression vectors; yeast transformed with yeast expression vectors; insect cell systems infected with viral expression vectors (e.g., baculovirus); plant cell systems transformed with viral expression vectors (e.g., cauliflower mosaic virus, CaMV, or tobacco mosaic virus, TMV) or with bacterial expression vectors (e.g., Ti or pBR322 plasmids); or animal (mammalian) cell systems. (See, e.g., Sambrook, supra; Ausubel, 1995, supra, Van Heece, G. and S. M. Schuster (1989) J. Biol. Chem. 264:5503-5509; Bitter, G. A. et al. (1987) Methods Enzymol. 153:516-544; Scorer, C. A. et al. (1994) Bio/Technology 12:181-184; Engelhard, E. K. et al. (1994) Proc. Natl. Acad. Sci. USA 91:3224-3227; Sandig, V. et al. (1996) Hum. Gene Ther. 7:1937-1945; Takamatsu, N. (1987) EMBO J. 6:307-311; Coruzzi, G. et al. (1984) EMBO J. 3:1671-1680; Broglie, R. et al. (1984) Science 224:838-843; Winter, J. et al. (1991) Results Probl. Cell Differ. 17:85-105; The McGraw Hill Yearbook of Science and Technology (1992) McGraw Hill, New York N.Y., pp. 191-196; Logan, J. and T. Shenk (1984) Proc. Natl. Acad. Sci. USA 81:3655-3659; and Harrington, J. J. et al. (1997) Nat. Genet. 15:345-355.) Expression vectors derived from retroviruses, adenoviruses, or herpes or vaccinia viruses, or from various bacterial plasmids, may be used for delivery of nucleotide sequences to the targeted organ, tissue, or cell population. (See, e.g., Di Nicola, M. et al. (1998) Cancer Gen. Ther. 5(6):350-356; Yu, M. et al., (1993) Proc. Natl. Acad. Sci. USA 90(13):6340-6344; Buller, R. M. et al. (1985) Nature 317(6040):813-815; McGregor, D. P. et al. (1994) Mol. Immunol. 31(3):219-226; and Verma, I. M. and N. Somia (1997) Nature 389:239-242.) The invention is not limited by the host cell employed.
[0196] For long term production of recombinant proteins in mammalian systems, stable expression of SPTM in cell lines is preferred. For example, sequences encoding SPTM can be transformed into cell lines using expression vectors which may contain viral origins of replication and/or endogenous expression elements and a selectable marker gene on the same or on a separate vector. Any number of selection systems may be used to recover transformed cell lines. (See, e.g., Wigler, M. et al. (1977) Cell 11:223-232; Lowy, I. et al. (1980) Cell 22:817-823.; Wigler, M. et al. (1980) Proc. Natl. Acad. Sci. USA 77:3567-3570; Colbere-Garapin, F. et al. (1981) J. Mol. Biol. 150:1-14; Hartman, S. C. and R. C. Mulligan (1988) Proc. Natl. Acad. Sci. USA 85:8047-8051; Rhodes, C. A. (1995) Methods Mol. Biol. 55:121-131.)
[0197] Therapeutic Uses of sptm
[0198] The polynucleotides encoding SPTM of the invention may be used for somatic or germline gene therapy. Gene therapy may be performed to (i) correct a genetic deficiency (e.g., in the cases of severe combined immunodeficiency (SCID)-X1 disease characterized by X-linked inheritance (Cavazzana-Calvo, M. et al. (2000) Science 288:669-672), severe combined immunodeficiency syndrome associated with an inherited adenosine deaminase (ADA) deficiency (Blaese, R. M. et al. (1995) Science 270:475-480; Bordignon, C. et al. (1995) Science 270:470-475), cystic fibrosis (Zabner, J. et al. (1993) Cell 75:207-216; Crystal, R. G. et al. (1995) Hum. Gene Therapy 6:643-666; Crystal, R. G. et al. (1995) Hum. Gene Therapy 6:667-703), thalassemias, familial hypercholesterolemia, and hemophilia resulting from Factor VIII or Factor IX deficiencies (Crystal, R. G. (1995) Science 270:404-410; Verma, I. M. and Somia, N. (1997) Nature 389:239-242)), (ii) express a conditionally lethal gene product (e.g., in the case of cancers which result from unregulated cell proliferation), or (iii) express a protein which affords protection against intracellular parasites (e.g., against human retroviruses, such as human immunodeficiency virus (HIV) (Baltimore, D. (1988) Nature 335:395-396; Poeschla, E. et al. (1996) Proc. Natl. Acad. Sci. USA. 93:11395-11399), hepatitis B or C virus (HBV, HCV); fungal parasites, such as Candida albicans and Paracoccidioides brasiliensis; and protozoan parasites such as Plasmodium falciparum and Trypanosoma cruzi). In the case where a genetic deficiency in sptm expression or regulation causes disease, the expression of sptm from an appropriate population of transduced cells may alleviate the clinical manifestations caused by the genetic deficiency.
[0199] In a further embodiment of the invention, diseases or disorders caused by deficiencies in sptm are treated by constructing mammalian expression vectors comprising sptm and introducing these vectors by mechanical means into sptm-deficient cells. Mechanical transfer technologies for use with cells in vivo or ex vitro include (i) direct DNA microinjection into individual cells, (ii) ballistic gold particle delivery, (iii) liposome-mediated transfection, (iv) receptor-mediated gene transfer, and (v) the use of DNA transposons (Morgan, R. A. and Anderson, W. F. (1993) Annu. Rev. Biochem. 62:191-217;
[0200] Ivics, Z. (1997) Cell 91:501-510; Boulay, J -L. and Récipon, H. (1998) Curr. Opin. Biotechnol. 9:445-450).
[0201] Expression vectors that may be effective for the expression of sptm include, but are not limited to, the PCDNA 3.1, EPITAG, PRCCMV2, PREP, PVAX vectors (Invitrogen, Carlsbad Calif.), PCMV-SCRIPT, PCMV-TAG, PEGSH/PERV (Stratagene, La Jolla Calif.), and PTET-OFF, PTET-ON, PTRE2, PTRE2-LUC, PTK-HYG (Clontech, Palo Alto Calif.). The sptm of the invention may be expressed using (i) a constitutively active promoter, (e.g., from cytomegalovirus (CMV), Rous sarcoma virus (RSV), SV40 virus, thymidine kinase (TK), or β-actin genes), (ii) an inducible promoter (e.g., the tetracycline-regulated promoter (Gossen, M. and Bujard, H. (1992) Proc. Natl. Acad. Sci.
[0202] U.S.A. 89:5547-5551; Gossen, M. et al., (1995) Science 268:1766-1769; Rossi, F. M. V. and Blau, H. M. (1998) Curr. Opin. Biotechnol. 9:451456), commercially available in the T-REX plasmid (Invitrogen); the ecdysone-inducible promoter (available in the plasmids PVGRXR and PIND;
[0203] Invitrogen); the FK506/rapamycin inducible promoter; or the RU486/mifepristone inducible promoter (Rossi, F. M. V. and Blau, H. M. supra), or (iii) a tissue-specific promoter or the native promoter of the endogenous gene encoding SPTM from a normal individual.
[0204] Commercially available liposome transformation kits (e.g., the PERFECT LIPID TRANSFECTION KIT, available from Invitrogen) allow one with ordinary skill in the art to deliver polynucleotides to target cells in culture and require minimal effort to optimize experimental parameters. In the alternative, transformation is performed using the calcium phosphate method (Graham, F. L. and Eb, A. J. (1973) Virology 52:456-467), or by electroporation (Neumann, E. et al. (1982) EMBO J. 1:841-845). The introduction of DNA to primary cells requires modification of these standardized mammalian transfection protocols.
[0205] In another embodiment of the invention, diseases or disorders caused by genetic defects with respect to sptm expression are treated by constructing a retrovirus vector consisting of (i) sptm under the control of an independent promoter or the retrovirus long terminal repeat (LTR) promoter, (ii) appropriate RNA packaging signals, and (iii) a Rev-responsive element (RRE) along with additional retrovirus cis-acting RNA sequences and coding sequences required for efficient vector propagation. Retrovirus vectors (e.g., PFB and PFBNEO) are commercially available (Stratagene) and are based on published data (Riviere, I. et al. (1995) Proc. Natl. Acad. Sci. U.S.A. 92:6733-6737), incorporated by reference herein. The vector is propagated in an appropriate vector producing cell line (VPCL) that expresses an envelope gene with a tropism for receptors on the target cells or a promiscuous envelope protein such as VSVg (Armentano, D. et al. (1987) J. Virol. 61:1647-1650; Bender, M. A. et al. (1987) J. Virol. 61:1639-1646; Adam, M. A. and Miller, A. D. (1988) J. Virol. 62:3802-3806; Dull, T. et al. (1998) J. Virol. 72:8463-8471; Zufferey, R. et al. (1998) J. Virol. 72:9873-9880). U.S. Pat. No. 5,910,434 to Rigg (“Method for obtaining retrovirus packaging cell lines producing high transducing efficiency retroviral supernatant”) discloses a method for obtaining retrovirus packaging cell lines and is hereby incorporated by reference. Propagation of retrovirus vectors, transduction of a population of cells (e.g., CD4+ T-cells), and the return of transduced cells to a patient are procedures well known to persons skilled in the art of gene therapy and have been well documented (Ranga, U. et al. (1997) J. Virol. 71:7020-7029; Bauer, G. et al. (1997) Blood 89:2259-2267; Bonyhadi, M. L. (1997) J. Virol. 71:4707-4716; Ranga, U. et al. (1998) Proc. Natl. Acad. Sci. U.S.A. 95:1201-1206; Su, L. (1997) Blood 89:2283-2290).
[0206] In the alternative, an adenovirus-based gene therapy delivery system is used to deliver sptm to cells which have one or more genetic abnormalities with respect to the expression of sptm. The construction and packaging of adenovirus-based vectors are well known to those with ordinary skill in the art. Replication defective adenovirus vectors have proven to be versatile for importing genes encoding immunoregulatory proteins into intact islets in the pancreas (Csete, M. E. et al. (1995) Transplantation 27:263-268). Potentially useful adenoviral vectors are described in U.S. Pat. No. 5,707,618 to Armentano (“Adenovirus vectors for gene therapy”), hereby incorporated by reference. For adenoviral vectors, see also Antinozzi, P. A. et al. (1999) Annu. Rev. Nutr. 19:511-544 and Verma, I. M. and Somia, N. (1997) Nature 18:389:239-242, both incorporated by reference herein.
[0207] In another alternative, a herpes-based, gene therapy delivery system is used to deliver sptm to target cells which have one or more genetic abnormalities with respect to the expression of sptm. The use of herpes simplex virus (HSV)-based vectors may be especially valuable for introducing sptm to cells of the central nervous system, for which HSV has a tropism. The construction and packaging of herpes-based vectors are well known to those with ordinary skill in the art. A replication-competent herpes simplex virus (HSV) type 1-based vector has been used to deliver a reporter gene to the eyes of primates (Liu, X. et al. (1999) Exp. Eye Res.169:385-395). The construction of a HSV-1 virus vector has also been disclosed in detail in U.S. Pat. No. 5,804,413 to DeLuca (“Herpes simplex virus strains for gene transfer”), which is hereby incorporated by reference. U.S. Pat. No. 5,804,413 teaches the use of recombinant HSV d92 which consists of a genome containing at least one exogenous gene to be transferred to a cell under the control of the appropriate promoter for purposes including human gene therapy. Also taught by this patent are the construction and use of recombinant HSV strains deleted for ICP4, ICP27 and ICP22. For HSV vectors, see also Goins, W. F. et al. 1999 J. Virol. 73:519-532 and Xu, H. et al., (1994) Dev. Biol. 163:152-161, hereby incorporated by reference. The manipulation of cloned herpesvirus sequences, the generation of recombinant virus following the transfection of multiple plasmids containing different segments of the large herpesvirus genomes, the growth and propagation of herpesvirus, and the infection of cells with herpesvirus are techniques well known to those of ordinary skill in the art.
[0208] In another alternative, an alphavirus (positive, single-stranded RNA virus) vector is used to deliver sptm to target cells. The biology of the prototypic alphavirus, Semliki Forest Virus (SFV), has been studied extensively and gene transfer vectors have been based on the SFV genome (Garoff, H. and Li, K -J. (1998) Curr. Opin. Biotech. 9:464469). During alphavirus RNA replication, a subgenomic RNA is generated that normally encodes the viral capsid proteins. This subgenomic RNA replicates to higher levels than the full-length genomic RNA, resulting in the overproduction of capsid proteins relative to the viral proteins with enzymatic activity (e.g., protease and polymerase). Similarly, inserting sptm into the alphavirus genome in place of the capsid-coding region results in the production of a large number of sptm RNAs and the synthesis of high levels of SPTM in vector transduced cells. While alphavirus infection is typically associated with cell lysis within a few days, the ability to establish a persistent infection in hamster normal kidney cells (BHK-21) with a variant of Sindbis virus (SIN) indicates that the lytic replication of alphavirus can be altered to suit the needs of the gene therapy application (Dryga, S. A. et al. (1997) Virology 228:74-83). The wide host range of alphaviruses will allow the introduction of sptm into a variety of cell types. The specific transduction of a subset of cells in a population may require the sorting of cells prior to transduction. The methods of manipulating infectious cDNA clones of alphaviruses, performing alphavirus cDNA and RNA transfections, and performing alphavirus infections, are well known to those with ordinary skill in the art.
[0209] Antibodies
[0210] Anti-SPTM antibodies may be used to analyze protein expression levels. Such antibodies include, but are not limited to, polyclonal, monoclonal, chimeric, single chain, and Fab fragments. For descriptions of and protocols of antibody technologies, see, e.g., Pound J. D. (1998) Immunochemical Protocols, Humana Press, Totowa, N.J.
[0211] The amino acid sequence encoded by the sptm of the Sequence Listing may be analyzed by appropriate software (e.g., LASERGENE NAVIGATOR software, DNASTAR) to determine regions of high immunogenicity. The optimal sequences for immunization are selected from the C-terminus, the N-terminus, and those intervening, hydrophilic regions of the polypeptide which are likely to be exposed to the external environment when the polypeptide is in its natural conformation. Analysis used to select appropriate epitopes is also described by Ausubel (1997, supra, Chapter 11.7). Peptides used for antibody induction do not need to have biological activity; however, they must be antigenic. Peptides used to induce specific antibodies may have an amino acid sequence consisting of at least five amino acids, preferably at least 10 amino acids, and most preferably at least 15 amino acids. A peptide which mimics an antigenic fragment of the natural polypeptide may be fused with another protein such as keyhole limpet hemocyanin (KLH; Sigma, St. Louis Mo.) for antibody production. A peptide encompassing an antigenic region may be expressed from an sptm, synthesized as described above, or purified from human cells.
[0212] Procedures well known in the art may be used for the production of antibodies. Various hosts including mice, goats, and rabbits, may be immunized by injection with a peptide. Depending on the host species, various adjuvants may be used to increase immunological response.
[0213] In one procedure, peptides about 15 residues in length may be synthesized using an ABI 431A peptide synthesizer (Applied Biosystems) using fmoc-chemistry and coupled to KLH (Sigma) by reaction with M-maleimidobenzoyl-N-hydroxysuccinimide ester (Ausubel, 1995, supra). Rabbits are immunized with the peptide-KLH complex in complete Freund's adjuvant. The resulting antisera are tested for antipeptide activity by binding the peptide to plastic, blocking with 1% bovine serum albumin (BSA), reacting with rabbit antisera, washing, and reacting with radioiodinated goat anti-rabbit IgG. Antisera with antipeptide activity are tested for anti-SPTM activity using protocols well known in the art, including ELISA, radioimmunoassay (RIA), and immunoblotting.
[0214] In another procedure, isolated and purified peptide may be used to immunize mice (about 100 μg of peptide) or rabbits (about 1 mg of peptide). Subsequently, the peptide is radioiodinated and used to screen the immunized animals' B-lymphocytes for production of antipeptide antibodies. Positive cells are then used to produce hybridomas using standard techniques. About 20 mg of peptide is sufficient for labeling and screening several thousand clones. Hybridomas of interest are detected by screening with radioiodinated peptide to identify those fusions producing peptide-specific monoclonal antibody. In a typical protocol, wells of a multi-well plate (FAST, Becton-Dickinson, Palo Alto, Calif.) are coated with affinity-purified, specific rabbit-anti-mouse (or suitable anti-species IgG) antibodies at 10 mg/ml. The coated wells are blocked with 1% BSA and washed and exposed to supernatants from hybridomas. After incubation, the wells are exposed to radiolabeled peptide at 1 mg/ml.
[0215] Clones producing antibodies bind a quantity of labeled peptide that is detectable above background. Such clones are expanded and subjected to 2 cycles of cloning. Cloned hybridomas are injected into pristane-treated mice to produce ascites, and monoclonal antibody is purified from the ascitic fluid by affinity chromatography on protein A (Amersham Pharmacia Biotech). Several procedures for the production of monoclonal antibodies, including in vitro production, are described in Pound (supra). Monoclonal antibodies with antipeptide activity are tested for anti-SPTM activity using protocols well known in the art, including ELISA, RIA, and immunoblotting.
[0216] Antibody fragments containing specific binding sites for an epitope may also be generated. For example, such fragments include, but are not limited to, the F(ab′)2 fragments produced by pepsin digestion of the antibody molecule, and the Fab fragments generated by reducing the disulfide bridges of the F(ab′)2 fragments. Alternatively, construction of Fab expression libraries in filamentous bacteriophage allows rapid and easy identification of monoclonal fragments with desired specificity (Pound, supra, Chaps. 45-47). Antibodies generated against polypeptide encoded by sptm can be used to purify and characterize full-length SPTM protein and its activity, binding partners, etc.
[0217] Assays Using Antibodies
[0218] Anti-SPTM antibodies may be used in assays to quantify the amount of SPTM found in a particular human cell. Such assays include methods utilizing the antibody and a label to detect expression level under normal or disease conditions. The peptides and antibodies of the invention may be used with or without modification or labeled by joining them, either covalently or noncovalently, with a reporter molecule.
[0219] Protocols for detecting and measuring protein expression using either polyclonal or monoclonal antibodies are well known in the art. Examples include ELISA, RIA, and fluorescent activated cell sorting (FACS). Such immunoassays typically involve the formation of complexes between the SPTM and its specific antibody and the measurement of such complexes. These and other assays are described in Pound (supra).
[0220] Without further elaboration, it is believed that one skilled in the art can, using the preceding description, utilize the present invention to its fullest extent. The following preferred specific embodiments are, therefore, to be construed as merely illustrative, and not limitative of the remainder of the disclosure in any way whatsoever.
[0221] The disclosures of all patents, applications, and publications mentioned above and below, including U.S. Ser. No. 60/205,287, U.S. Ser. No. 60/205,324, U.S. Ser. No. 60/205,286, U.S. Ser. No. 60/205,323, U.S. Ser. No. 60/185,215, U.S. Ser. No. 60/185,216, and U.S. Ser. No. 60/205,232, are hereby expressly incorporated by reference.
EXAMPLES
[0222] I. Construction of cDNA Libraries
[0223] RNA was purchased from CLONTECH Laboratories, Inc. (Palo Alto Calif. ) or isolated from various tissues. Some tissues were homogenized and lysed in guanidinium isothiocyanate, while others were homogenized and lysed in phenol or in a suitable mixture of denaturants, such as TRIZOL (Life Technologies), a monophasic solution of phenol and guanidine isothiocyanate. The resulting lysates were centrifuged over CsCl cushions or extracted with chloroform. RNA was precipitated with either isopropanol or sodium acetate and ethanol, or by other routine methods.
[0224] Phenol extraction and precipitation of RNA were repeated as necessary to increase RNA purity. In most cases, RNA was treated with DNase. For most libraries, poly(A+) RNA was isolated using oligo d(T)-coupled paramagnetic particles (Promega Corporation (Promega), Madison Wis.), OLIGOTEX latex particles (QIAGEN, Inc. (QIAGEN), Valencia Calif.), or an OLIGOTEX mRNA purification kit (QIAGEN). Alternatively, RNA was isolated directly from tissue lysates using other RNA isolation kits, e.g., the POLY(A)PURE mRNA purification kit (Ambion, Inc., Austin Tex.).
[0225] In some cases, Stratagene was provided with RNA and constructed the corresponding cDNA libraries. Otherwise, cDNA was synthesized and cDNA libraries were constructed with the UNIZAP vector system (Stratagene Cloning Systems, Inc. (Stratagene), La Jolla Calif.) or SUPERSCRIPT plasmid system (Life Technologies), using the recommended procedures or similar methods known in the art. (See, e.g., Ausubel, 1997, supra, Chapters 5.1 through 6.6.) Reverse transcription was initiated using oligo d(T) or random primers. Synthetic oligonucleotide adapters were ligated to double stranded cDNA, and the cDNA was digested with the appropriate restriction enzyme or enzymes. For most libraries, the cDNA was size-selected (300-1000 bp) using SEPHACRYL SI 000, SEPHAROSE CL2B, or SEPHAROSE CL4B column chromatography (Amersham Pharmacia Biotech) or preparative agarose gel electrophoresis. cDNAs were ligated into compatible restriction enzyme sites of the polylinker of a suitable plasmid, e.g., PBLUESCRIPT plasmid (Stratagene), PSPORT1 plasmid (Life Technologies), PCDNA2.1 plasmid (Invitrogen, Carlsbad Calif.), PBK-CMV plasmid (Stratagene), or pINCY (Incyte Genomics, Palo Alto Calif.), or derivatives thereof. Recombinant plasmids were transformed into competent E. coli cells including XL1-Blue, XL1-BlueMRF, or SOLR from Stratagene or DH5α, DH10B, or ElectroMAX DH10B from Life Technologies.
[0226] II. Isolation of cDNA Clones
[0227] Plasmids were recovered from host cells by in vivo excision using the UNIZAP vector system (Stratagene) or by cell lysis. Plasmids were purified using at least one of the following: the Magic or WIZARD Minipreps DNA purification system (Promega); the AGTC Miniprep purification kit (Edge BioSystems, Gaithersburg Md.); and the QIAWELL 8, QIAWELL 8 Plus, and QIAWELL 8 Ultra plasmid purification systems or the R.E.A.L. PREP 96 plasmid purification kit (QIAGEN). Following precipitation, plasmids were resuspended in 0.1 ml of distilled water and stored, with or without lyophilization, at 4° C.
[0228] Alternatively, plasmid DNA was amplified from host cell lysates using direct link PCR in a high-throughput format. (Rao, V. B. (1994) Anal. Biochem. 216:1-14.) Host cell lysis and thermal cycling steps were carried out in a single reaction mixture. Samples were processed and stored in 384-well plates, and the concentration of amplified plasmid DNA was quantified fluorometrically using PICOGREEN dye (Molecular Probes, Inc. (Molecular Probes), Eugene Oreg.) and a FLUOROSKAN II fluorescence scanner (Labsystems Oy, Helsinki, Finland).
[0229] III. Sequencing and Analysis
[0230] cDNA sequencing reactions were processed using standard methods or high-throughput instrumentation such as the ABI CATALYST 800 thermal cycler (Applied Biosystems) or the PTC-200 thermal cycler (MJ Research) in conjunction with the HYDRA microdispenser (Robbins Scientific Corp., Sunnyvale Calif.) or the MICROLAB 2200 liquid transfer system (Hamilton). cDNA sequencing reactions were prepared using reagents provided by Amersham Pharmacia Biotech or supplied in ABI sequencing kits such as the ABI PRISM BIGDYE Terminator cycle sequencing ready reaction kit (Applied Biosystems). Electrophoretic separation of cDNA sequencing reactions and detection of labeled polynucleotides were carried out using the MEGABACE 1000 DNA sequencing system (Molecular Dynamics); the ABI PRISM 373 or 377 sequencing system (Applied Biosystems) in conjunction with standard ABI protocols and base calling software; or other sequence analysis systems known in the art. Reading frames within the cDNA sequences were identified using standard methods (reviewed in Ausubel, 1997, supra, Chapter 7.7). Some of the cDNA sequences were selected for extension using the techniques disclosed in Example VIII.
[0231] IV. Assembly and Analysis of Sequences
[0232] Component sequences from chromatograms were subject to PHRED analysis and assigned a quality score. The sequences having at least a required quality score were subject to various pre-processing editing pathways to eliminate, e.g., low quality 3′ ends, vector and linker sequences, polyA tails, Alu repeats, mitochondrial and ribosomal sequences, bacterial contamination sequences, and sequences smaller than 50 base pairs. In particular, low-information sequences and repetitive elements (e.g., dinucleotide repeats, Alu repeats, etc.) were replaced by “n's”, or masked, to prevent spurious matches.
[0233] Processed sequences were then subject to assembly procedures in which the sequences were assigned to gene bins (bins). Each sequence could only belong to one bin. Sequences in each gene bin were assembled to produce consensus sequences (templates). Subsequent new sequences were added to existing bins using BLASTn (v. 1.4 WashU) and CROSSMATCH. Candidate pairs were identified as all BLAST hits having a quality score greater than or equal to 150. Alignments of at least 82% local identity were accepted into the bin. The component sequences from each bin were assembled using a version of PHRAP. Bins with several overlapping component sequences were assembled using DEEP PHRAP. The orientation (sense or antisense) of each assembled template was determined based on the number and orientation of its component sequences. Template sequences as disclosed in the sequence listing correspond to sense strand sequences (the “forward” reading frames), to the best determination. The complementary (antisense) strands are inherently disclosed herein. The component sequences which were used to assemble each template consensus sequence are listed in Table 2 along with their positions along the template nucleotide sequences.
[0234] Bins were compared against each other and those having local similarity of at least 82% were combined and reassembled. Reassembled bins having templates of insufficient overlap (less than 95% local identity) were re-split. Assembled templates were also subject to analysis by STITCHER/EXON MAPPER algorithms which analyze the probabilities of the presence of splice variants, alternatively spliced exons, splice junctions, differential expression of alternative spliced genes across tissue types or disease states, etc. These resulting bins were subject to several rounds of the above assembly procedures.
[0235] Once gene bins were generated based upon sequence alignments, bins were clone joined based upon clone information. If the 5′ sequence of one clone was present in one bin and the 3′ sequence from the same clone was present in a different bin, it was likely that the two bins actually belonged together in a single bin. The resulting combined bins underwent assembly procedures to regenerate the consensus sequences.
[0236] The final assembled templates were subsequently annotated using the following procedure. Template sequences were analyzed using BLASTn (v2.0, NCBI) versus gbpri (GenBank version 120). “Hits” were defined as an exact match having from 95% local identity over 200 base pairs through 100% local identity over 100 base pairs, or a homolog match having an E-value, i.e. a probability score, of ≦1×10−8. The hits were subject to frameshift FASTx versus GENPEPT (GenBank version 120). (See Table 4). In this analysis, a homolog match was defined as having an E-value of ≦1×10−8. The assembly method used above was described in “System and Methods for Analyzing Biomolecular Sequences,” U.S. Ser. No. 09/276,534, filed Mar. 25, 1999, and the LIFESEQ Gold user manual (Incyte) both incorporated by reference herein.
[0237] Following assembly, template sequences were subjected to motif, BLAST, and functional analyses, and categorized in protein hierarchies using methods described in, e.g., “Database System Employing Protein Function Hierarchies for Viewing Biomolecular Sequence Data,” U.S. Ser. No. 08/812,290, filed Mar. 6, 1997; “Relational Database for Storing Biomolecule Information,” U.S. Ser. No. 08/947,845, filed Oct. 9, 1997; “Project-Based Full-Length Biomolecular Sequence Database,” U.S. Ser. No. 08/811,758, filed Mar. 6, 1997; and “Relational Database and System for Storing Information Relating to Biomolecular Sequences,” U.S. Ser. No. 09/034,807, filed Mar. 4, 1998, all of which are incorporated by reference herein.
[0238] The template sequences were further analyzed by translating each template in all three forward reading frames and searching each translation against the Pfam database of hidden Markov model-based protein families and domains using the HMMER software package (available to the public from Washington University School of Medicine, St. Louis Mo.). (See also World Wide Web site http://pfam.wustl.edu/ for detailed descriptions of Pfam protein domains and families.)
[0239] Additionally, the template sequences were translated in all three forward reading frames, and each translation was searched against hidden Markov models for signal peptides using the HMMER software package. Construction of hidden Markov models and their usage in sequence analysis has been described. (See, for example, Eddy, S. R. (1996) Curr. Opin. Str. Biol. 6:361-365.) Only those signal peptide hits with a cutoff score of 11 bits or greater are reported. A cutoff score of 11 bits or greater corresponds to at least about 91-94% true-positives in signal peptide prediction. Template sequences were also translated in all three forward reading frames, and each translation was searched against TMAP, a program that uses weight matrices to delineate transmembrane segments on protein sequences and determine orientation, with respect to the cell cytosol (Persson, B. and Argos, P. (1994) J. Mol. Biol. 237:182-192, and Persson, B. and Argos, P. (1996) Protein Sci. 5:363-371.) Regions of templates which, when translated, contain similarity to signal peptide or transmembrane consensus sequences are reported in Table 1.
[0240] Template sequences are further analyzed using the bioinformatics tools listed in Table 4, or using sequence analysis software known in the art such as MACDNASIS PRO software (Hitachi Software Engineering, South San Francisco Calif.) and LASERGENE software (DNASTAR). Template sequences may be further queried against public databases such as the GenBank rodent, mammalian, vertebrate, prokaryote, and eukaryote databases.
[0241] V. Analysis of Polynucleotide Expression
[0242] Northern analysis is a laboratory technique used to detect the presence of a transcript of a gene and involves the hybridization of a labeled nucleotide sequence to a membrane on which RNAs from a particular cell type or tissue have been bound. (See, e.g., Sambrook, supra, ch. 7; Ausubel, 1995, supra, ch. 4 and 16.)
[0243] Analogous computer techniques applying BLAST were used to search for identical or related molecules in cDNA databases such as GenBank or LIFESEQ (Incyte Genomics). This analysis is much faster than multiple membrane-based hybridizations. In addition, the sensitivity of the computer search can be modified to determine whether any particular match is categorized as exact or similar. The basis of the search is the product score, which is defined as:
1
[0244] The product score takes into account both the degree of similarity between two sequences and the length of the sequence match. The product score is a normalized value between 0 and 100, and is calculated as follows: the BLAST score is multiplied by the percent nucleotide identity and the product is divided by (5 times the length of the shorter of the two sequences). The BLAST score is calculated by assigning a score of +5 for every base that matches in a high-scoring segment pair (HSP), and −4 for every mismatch. Two sequences may share more than one HSP (separated by gaps). If there is more than one HSP, then the pair with the highest BLAST score is used to calculate the product score. The product score represents a balance between fractional overlap and quality in a BLAST alignment. For example, a product score of 100 is produced only for 100% identity over the entire length of the shorter of the two sequences being compared. A product score of 70 is produced either by 100% identity and 70% overlap at one end, or by 88% identity and 100% overlap at the other. A product score of 50 is produced either by 100% identity and 50% overlap at one end, or 79% identity and 100% overlap.
[0245] Alternatively, polynucleotide sequences encoding SPTM are analyzed with respect to the tissue sources from which they were derived. Polynucleotide sequences encoding SPTM were assembled, at least in part, with overlapping Incyte cDNA sequences. Each cDNA sequence is derived from a cDNA library constructed from a human tissue. Each human tissue is classified into one of the following organ/tissue categories: cardiovascular system; connective tissue; digestive system; embryonic structures; endocrine system; exocrine glands; genitalia, female; genitalia, male; germ cells; hemic and immune system; liver; musculoskeletal system; nervous system; pancreas; respiratory system; sense organs; skin; stomatognathic system; unclassified/mixed; or urinary tract. The number of libraries in each category for each polynucleotide sequence encoding SPTM is counted and divided by the total number of libraries across all categories for each polynucleotide sequence encoding SPTM. Similarly, each human tissue is classified into one of the following disease/condition categories: cancer, cell line, developmental, inflammation, neurological, trauma, cardiovascular, pooled, and other, and the number of libraries in each category for each polynucleotide sequence encoding SPTM is counted and divided by the total number of libraries across all categories for each polynucleotide sequence encoding SPTM. The resulting percentages reflect the tissue-specific and disease-specific expression of cDNA encoding SPTM. Percentage values of tissue-specific expression are reported in Table 3. cDNA sequences and cDNA library/tissue information are found in the LIFESEQ GOLD database (Incyte Genomics, Palo Alto Calif.).
[0246] VI. Tissue Distribution Profiling
[0247] A tissue distribution profile is determined for each template by compiling the cDNA library tissue classifications of its component cDNA sequences. Each component sequence, is derived from a cDNA library constructed from a human tissue. Each human tissue is classified into one of the following categories: cardiovascular system; connective tissue; digestive system; embryonic structures; endocrine system; exocrine glands; genitalia, female; genitalia, male; germ cells; hemic and immune system; liver; musculoskeletal system; nervous system; pancreas; respiratory system; sense organs; skin; stomatognathic system; unclassified/mixed; or urinary tract. Template sequences, component sequences, and cDNA library/tissue information are found in the LIFESEQ GOLD database (Incyte Genomics, Palo Alto Calif.).
[0248] Table 3 shows the tissue distribution profile for the templates of the invention. For each template, the three most frequently observed tissue categories are shown in column 2, along with the percentage of component sequences belonging to each category. Only tissue categories with percentage values of ≧10% are shown. A tissue distribution of “widely distributed” in column 2 indicates percentage values of <10% in all tissue categories.
[0249] VII. Transcript Image Analysis
[0250] Transcript images are generated as described in Seilhamer et al., “Comparative Gene Transcript Analysis,” U.S. Pat. No. 5,840,484, incorporated herein by reference.
[0251] VIII. Extension of Polynucleotide Sequences and Isolation of a Full-length cDNA
[0252] Oligonucleotide primers designed using an sptm of the Sequence Listing are used to extend the nucleic acid sequence. One primer is synthesized to initiate 5′ extension of the template, and the other primer, to initiate 3′ extension of the template. The initial primers may be designed using OLIGO 4.06 software (National Biosciences, Inc. (National Biosciences), Plymouth Minn.), or another appropriate program, to be about 22 to 30 nucleotides in length, to have a GC content of about 50% or more, and to anneal to the target sequence at temperatures of about 68° C. to about 72° C. Any stretch of nucleotides which would result in hairpin structures and primer-primer dimerizations are avoided. Selected human cDNA libraries are used to extend the sequence. If more than one extension is necessary or desired, additional or nested sets of primers are designed.
[0253] High fidelity amplification is obtained by PCR using methods well known in the art. PCR is performed in 96-well plates using the PTC-200 thermal cycler (MJ Research). The reaction mix contains DNA template, 200 nmol of each primer, reaction buffer containing Mg2+, (NH4)2SO4, and β-mercaptoethanol, Taq DNA polymerase (Amersham Pharmacia Biotech), ELONGASE enzyme (Life Technologies), and Pfu DNA polymerase (Stratagene), with the following parameters for primer pair PCI A and PCI B: Step 1: 94° C., 3 min; Step 2: 94° C., 15 sec; Step 3: 60° C., 1 min; Step 4: 68° C., 2 min; Step 5: Steps 2,3, and4 repeated 20 times; Step 6: 68° C., 5 min; Step 7: storage at 4° C. In the alternative, the parameters for primer pair T7 and SK+ are as follows: Step 1: 94° C., 3 min; Step 2: 94° C., 15 sec; Step 3: 57° C., 1 min; Step 4: 68° C., 2 min; Step 5: Steps 2, 3, and 4 repeated 20 times; Step 6: 68° C., 5 min; Step 7: storage at 4° C.
[0254] The concentration of DNA in each well is determined by dispensing 100 μl PICOGREEN quantitation reagent (0.25% (v/v); Molecular Probes) dissolved in 1×Tris-EDTA (TE) and 0.5 μl of undiluted PCR product into each well of an opaque fluorimeter plate (Corning Incorporated (Corning), Corning N.Y.), allowing the DNA to bind to the reagent. The plate is scanned in a FLUOROSKAN II (Labsystems Oy) to measure the fluorescence of the sample and to quantify the concentration of DNA. A 5 μl to 10 μl aliquot of the reaction mixture is analyzed by electrophoresis on a 1% agarose mini-gel to determine which reactions are successful in extending the sequence.
[0255] The extended nucleotides are desalted and concentrated, transferred to 384-well plates, digested with CviJI cholera virus endonuclease (Molecular Biology Research, Madison Wis.), and sonicated or sheared prior to religation into pUC 18 vector (Amersham Pharmacia Biotech). For shotgun sequencing, the digested nucleotides are separated on low concentration (0.6 to 0.8%) agarose 25 gels, fragments are excised, and agar digested with AGAR ACE (Promega). Extended clones are religated using T4 ligase (New England Biolabs, Inc., Beverly Mass.) into pUC 18 vector (Amersham Pharmacia Biotech), treated with Pfu DNA polymerase (Stratagene) to fill-in restriction site overhangs, and transfected into competent E. coli cells. Transformed cells are selected on antibiotic-containing media, individual colonies are picked and cultured overnight at 37° C. in 384-well plates in LB/2×carbenicillin liquid media.
[0256] The cells are lysed, and DNA is amplified by PCR using Taq DNA polymerase (Amershain Pharmacia Biotech) and Pfu DNA polymerase (Stratagene) with the following parameters: Step 1: 94° C., 3 min; Step 2: 94° C., 15 sec; Step 3: 60° C., 1 min; Step 4: 72° C., 2 min; Step 5: steps 2, 3, and 4 repeated 29 times; Step 6: 72° C., 5 min; Step 7: storage at 4° C. DNA is quantified by PICOGREEN reagent (Molecular Probes) as described above. Samples with low DNA recoveries are reamplified using the same conditions as described above. Samples are diluted with 20% dimethysulfoxide (1:2, v/v), and sequenced using DYENAMIC energy transfer sequencing primers and the DYENAMIC DIRECT kit (Amersham Pharmacia Biotech) or the ABI PRISM BIGDYE Terminator cycle sequencing ready reaction kit (Applied Biosystems).
[0257] In like manner, the sptm is used to obtain regulatory sequences (promoters, introns, and enhancers) using the procedure above, oligonucleotides designed for such extension, and an appropriate genomic library.
[0258] IX. Labeling of Probes and Southern Hybridization Analyses
[0259] Hybridization probes derived from the sptm of the Sequence Listing are employed for screening cDNAs, mRNAs, or genomic DNA. The labeling of probe nucleotides between 100 and 1000 nucleotides in length is specifically described, but essentially the same procedure may be used with larger cDNA fragments. Probe sequences are labeled at room temperature for 30 minutes using a T4 polynucleotide kinase, γ32P-ATP, and 0.5×One-Phor-All Plus (Amersham Pharmacia Biotech) buffer and purified using a ProbeQuant G-50 Microcolumn (Amersham Pharmacia Biotech). The probe mixture is diluted to 107 dpm/μg/ml hybridization buffer and used in a typical membrane-based hybridization analysis.
[0260] The DNA is digested with a restriction endonuclease such as Eco RV and is electrophoresed through a 0.7% agarose gel. The DNA fragments are transferred from the agarose to nylon membrane (NYTRAN Plus, Schleicher & Schuell, Inc., Keene N.H.) using procedures specified by the manufacturer of the membrane. Prehybridization is carried out for three or more hours at 68° C., and hybridization is carried out overnight at 68° C. To remove non-specific signals, blots are sequentially washed at room temperature under increasingly stringent conditions, up to 0.1×saline sodium citrate (SSC) and 0.5% sodium dodecyl sulfate. After the blots are placed in a PHOSPHORIMAGER cassette (Molecular Dynamics) or are exposed to autoradiography film, hybridization patterns of standard and experimental lanes are compared. Essentially the same procedure is employed when screening RNA.
[0261] X. Chromosome Mapping of sptm
[0262] The cDNA sequences which were used to assemble SEQ ID NO: 1-79 are compared with sequences from the Incyte LIFESEQ database and public domain databases using BLAST and other implementations of the Smith-Waterman algorithm. Sequences from these databases that match SEQ ID NO: 1-79 are assembled into clusters of contiguous and overlapping sequences using assembly algorithms such as PHRAP (Table 4). Radiation hybrid and genetic mapping data available from public resources such as the Stanford Human Genome Center (SHGC), Whitehead Institute for Genome Research (WIGR), and Genethon are used to determine if any of the clustered sequences have been previously mapped. Inclusion of a mapped sequence in a cluster will result in the assignment of all sequences of that cluster, including its particular SEQ ID NO:, to that map location. The genetic map locations of SEQ ID NO: 1-79 are described as ranges, or intervals, of human chromosomes. The map position of an interval, in centiMorgans, is measured relative to the terminus of the chromosome's p-arm. (The centiMorgan (cM) is a unit of measurement based on recombination frequencies between chromosomal markers. On average, 1 cM is roughly equivalent to 1 megabase (Mb) of DNA in humans, although this can vary widely due to hot and cold spots of recombination.) The cM distances are based on genetic markers mapped by Gendthon which provide boundaries for radiation hybrid markers whose sequences were included in each of the clusters.
[0263] XI. Microarray Analysis
[0264] Probe Preparation from Tissue or Cell Samples
[0265] Total RNA is isolated from tissue samples using the guanidinium thiocyanate method and polyA+ RNA is purified using the oligo (dT) cellulose method. Each polyA+ RNA sample is reverse transcribed using MMLV reverse-transcriptase, 0.05 pg/μl oligo-dT primer (21 mer), 1×first strand buffer, 0.03 units/μl RNase inhibitor, 500 μM dATP, 500 μM dGTP, 500 μM dTTP, 40 μM dCTP, 40 μM dCTP-Cy3 (BDS) or dCTP-Cy5 (Amersham Pharmacia Biotech). The reverse transcription reaction is performed in a 25 ml volume containing 200 ng polyA+ RNA with GEMBRIGHT kits (Incyte). Specific control polyA+ RNAs are synthesized by in vitro transcription from non-coding yeast genomic DNA (W. Lei, unpublished). As quantitative controls, the control mRNAs at 0.002 ng, 0.02 ng, 0.2 ng, and 2 ng are diluted into reverse transcription reaction at ratios of 1:100,000, 1:10,000, 1:1000, 1:100 (w/w) to sample mRNA respectively. The control mRNAs are diluted into reverse transcription reaction at ratios of 1:3, 3:1,1:10, 10:1,1:25, 25:1 (w/w) to sample mRNA differential expression patterns. After incubation at 37° C. for 2 hr, each reaction sample (one with Cy3 and another with Cy5 labeling) is treated with 2.5 ml of 0.5M sodium hydroxide and incubated for 20 minutes at 85° C. to the stop the reaction and degrade the RNA. Probes are purified using two successive CHROMA SPIN 30 gel filtration spin columns (CLONTECH Laboratories, Inc. (CLONTECH), Palo Alto Calif.) and after combining, both reaction samples are ethanol precipitated using 1 ml of glycogen (1 mg/ml), 60 ml sodium acetate, and 300 ml of 100% ethanol. The probe is then dried to completion using a SpeedVAC (Savant Instruments Inc., Holbrook N.Y.) and resuspended in 14 μl 5×SSC/0.2% SDS.
[0266] Microarray Preparation
[0267] Sequences of the present invention are used to generate array elements. Each array element is amplified from bacterial cells containing vectors with cloned cDNA inserts. PCR amplification uses primers complementary to the vector sequences flanking the cDNA insert. Array elements are amplified in thirty cycles of PCR from an initial quantity of 1-2 ng to a final quantity greater than 5 μg. Amplified array elements are then purified using SEPHACRYL-400 (Amersham Pharmacia Biotech).
[0268] Purified array elements are immobilized on polymer-coated glass slides. Glass microscope slides (Corning) are cleaned by ultrasound in 0.1% SDS and acetone, with extensive distilled water washes between and after treatments. Glass slides are etched in 4% hydrofluoric acid (VWR Scientific Products Corporation (VWR), West Chester, Pa.), washed extensively in distilled water, and coated with 0.05% aminopropyl silane (Sigma) in 95% ethanol. Coated slides are cured in a 110° C. oven.
[0269] Array elements are applied to the coated glass substrate using a procedure described in U.S. Pat. No. 5,807,522, incorporated herein by reference. 1 μl of the array element DNA, at an average concentration of 100 ng/μl, is loaded into the open capillary printing element by a high-speed robotic apparatus. The apparatus then deposits about 5 ml of array element sample per slide.
[0270] Microarrays are UV-crosslinked using a STRATALINKER UV-crosslinker (Stratagene). Microarrays are washed at room temperature once in 0.2% SDS and three times in distilled water. Non-specific binding sites are blocked by incubation of microarrays in 0.2% casein in phosphate buffered saline (PBS) (Tropix, Inc., Bedford, Mass.) for 30 minutes at 60° C. followed by washes in 0.2% SDS and distilled water as before.
[0271] Hybridization
[0272] Hybridization reactions contain 9 μl of probe mixture consisting of 0.2 μg each of Cy3 and Cy5 labeled cDNA synthesis products in 5×SSC, 0.2% SDS hybridization buffer. The probe mixture is heated to 65° C. for 5 minutes and is aliquoted onto the microarray surface and covered with an 1.8 cm2 coverslip. The arrays are transferred to a waterproof chamber having a cavity just slightly larger than a microscope slide. The chamber is kept at 100% humidity internally by the addition of 140 μl of 5×SSC in a corner of the chamber. The chamber containing the arrays is incubated for about 6.5 hours at 60° C. The arrays are washed for 10 min at 45° C. in a first wash buffer (1×SSC, 0.1% SDS), three times for 10 minutes each at 45° C. in a second wash buffer (0.1×SSC), and dried.
[0273] Detection
[0274] Reporter-labeled hybridization complexes are detected with a microscope equipped with an Innova 70 mixed gas 10 W laser (Coherent, Inc., Santa Clara Calif.) capable of generating spectral lines at 488 nm for excitation of Cy3 and at 632 nm for excitation of Cy5. The excitation laser light is focused on the array using a 20×microscope objective (Nikon, Inc., Melville N.Y.). The slide containing the array is placed on a computer-controlled X-Y stage on the microscope and raster-scanned past the objective. The 1.8 cm×1.8 cm array used in the present example is scanned with a resolution of 20 micrometers.
[0275] In two separate scans, a mixed gas multiline laser excites the two fluorophores sequentially. Emitted light is split, based on wavelength, into two photomultiplier tube detectors (PMT R1477, Hamamatsu Photonics Systems, Bridgewater N.J.) corresponding to the two fluorophores. Appropriate filters positioned between the array and the photomultiplier tubes are used to filter the signals. The emission maxima of the fluorophores used are 565 nm for Cy3 and 650 nm for Cy5. Each array is typically scanned twice, one scan per fluorophore using the appropriate filters at the laser source, although the apparatus is capable of recording the spectra from both fluorophores simultaneously.
[0276] The sensitivity of the scans is typically calibrated using the signal intensity generated by a cDNA control species added to the probe mix at a known concentration. A specific location on the array contains a complementary DNA sequence, allowing the intensity of the signal at that location to be correlated with a weight ratio of hybridizing species of 1:100,000. When two probes from different sources (e.g., representing test and control cells), each labeled with a different fluorophore, are hybridized to a single array for the purpose of identifying genes that are differentially expressed, the calibration is done by labeling samples of the calibrating cDNA with the two fluorophores and adding identical amounts of each to the hybridization mixture.
[0277] The output of the photomultiplier tube is digitized using a 12-bit RTI-835H analog-to-digital (AID) conversion board (Analog Devices, Inc., Norwood, Mass.) installed in an IBM-compatible PC computer. The digitized data are displayed as an image where the signal intensity is mapped using a linear 20-color transformation to a pseudocolor scale ranging from blue (low signal) to red (high signal). The data is also analyzed quantitatively. Where two different fluorophores are excited and measured simultaneously, the data are first corrected for optical crosstalk (due to overlapping emission spectra) between the fluorophores using each fluorophore's emission spectrum.
[0278] A grid is superimposed over the fluorescence signal image such that the signal from each spot is centered in each element of the grid. The fluorescence signal within each element is then integrated to obtain a numerical value corresponding to the average intensity of the signal. The software used for signal analysis is the GEMTOOLS gene expression analysis program (Incyte).
[0279] XII. Complementary Nucleic Acids
[0280] Sequences complementary to the sptm are used to detect, decrease, or inhibit expression of the naturally occurring nucleotide. The use of oligonucleotides comprising from about 15 to 30 base pairs is typical in the art. However, smaller or larger sequence fragments can also be used. Appropriate oligonucleotides are designed from the sptm using OLIGO 4.06 software (National Biosciences) or other appropriate programs and are synthesized using methods standard in the art or ordered from a commercial supplier. To inhibit transcription, a complementary oligonucleotide is designed from the most unique 5′ sequence and used to prevent transcription factor binding to the promoter sequence. To inhibit translation, a complementary oligonucleotide is designed to prevent ribosomal binding and processing of the transcript.
[0281] XIII. Expression of SPTM
[0282] Expression and purification of SPTM is accomplished using bacterial or virus-based expression systems. For expression of SPTM in bacteria, cDNA is subcloned into an appropriate vector containing an antibiotic resistance gene and an inducible promoter that directs high levels of cDNA transcription. Examples of such promoters include, but are not limited to, the trp-lac (tac) hybrid promoter and the T5 or T7 bacteriophage promoter in conjunction with the lac operator regulatory element. Recombinant vectors are transformed into suitable bacterial hosts, e.g., BL21(DE3). Antibiotic resistant bacteria express SPTM upon induction with isopropyl beta-D-thiogalactopyranoside (IPTG). Expression of SPTM in eukaryotic cells is achieved by infecting insect or mammalian cell lines with recombinant Autographica californica nuclear polyhedrosis virus (AcMNPV), commonly known as baculovirus. The nonessential polyhedrin gene of baculovirus is replaced with cDNA encoding SPTM by either homologous recombination or bacterial-mediated transposition involving transfer plasmid intermediates. Viral infectivity is maintained and the strong polyhedrin promoter drives high levels of cDNA transcription. Recombinant baculovirus is used to infect Snodoptera frugiperda (Sf9) insect cells in most cases, or human hepatocytes, in some cases. Infection of the latter requires additional genetic modifications to baculovirus. (See e.g., Engelhard, supra; and Sandig, supra.)
[0283] In most expression systems, SPTM is synthesized as a fusion protein with, e.g., glutathione S-transferase (GST) or a peptide epitope tag, such as FLAG or 6-His, permitting rapid, single-step, affinity-based purification of recombinant fusion protein from crude cell lysates. GST, a 26-kilodalton enzyme from Schistosoma japonicum, enables the purification of fusion proteins on immobilized glutathione under conditions that maintain protein activity and antigenicity (Amersham Pharmacia Biotech). Following purification, the GST moiety can be proteolytically cleaved from SPTM at specifically engineered sites. FLAG, an 8-amino acid peptide, enables immunoaffinity purification using commercially available monoclonal and polyclonal anti-FLAG antibodies (Eastman Kodak Company, Rochester N.Y.). 6-His, a stretch of six consecutive histidine residues, enables purification on metal-chelate resins (QIAGEN). Methods for protein expression and purification are discussed in Ausubel (1995, supra, Chapters 10 and 16). Purified SPTM obtained by these methods can be used directly in the following activity assay.
[0284] XIV. Demonstration of SPTM Activity
[0285] An assay for SPTM activity measures the expression of SPTM on the cell surface. cDNA encoding SPTM is subcloned into an appropriate mammalian expression vector suitable for high levels of cDNA expression. The resulting construct is transfected into a nonhuman cell line such as NIH3T3. Cell surface proteins are labeled with biotin using methods known in the art. Immunoprecipitations are performed using SPTM-specific antibodies, and immunoprecipitated samples are analyzed using SDS-PAGE and immunoblotting techniques. The ratio of labeled immunoprecipitant to unlabeled immunoprecipitant is proportional to the amount of SPTM expressed on the cell surface.
[0286] Alternatively, an assay for SPTM activity measures the amount of SPTM in secretory, membrane-bound organelles. Transfected cells as described above are harvested and lysed. The lysate is fractionated using methods known to those of skill in the art, for example, sucrose gradient ultracentrifugation. Such methods allow the isolation of subcellular components such as the Golgi apparatus, ER, small membrane-bound vesicles, and other secretory organelles. Immunoprecipitations from fractionated and total cell lysates are performed using SPTM-specific antibodies, and immunoprecipitated samples are analyzed using SDS-PAGE and immunoblotting techniques. The concentration of SPTM in secretory organelles relative to SPTM in total cell lysate is proportional to the amount of SPTM in transit through the secretory pathway.
[0287] XV. Functional Assays
[0288] SPTM function is assessed by expressing sptm at physiologically elevated levels in mammalian cell culture systems. cDNA is subcloned into a mammalian expression vector containing a strong promoter that drives high levels of cDNA expression. Vectors of choice include pCMV SPORT (Life Technologies) and pCR3.1 (Invitrogen Corporation, Carlsbad Calif.), both of which contain the cytomegalovirus promoter. 5-10 μg of recombinant vector are transiently transfected into a human cell line, preferably of endothelial or hematopoietic origin, using either liposonme formulations or electroporation. 1-2 μg of an additional plasmid containing sequences encoding a marker protein are co-transfected.
[0289] Expression of a marker protein provides a means to distinguish transfected cells from nontransfected cells and is a reliable predictor of cDNA expression from the recombinant vector. Marker proteins of choice include, e.g., Green Fluorescent Protein (GFP; CLONTECH), CD64, or a CD64-GFP fusion protein. Flow cytometry (FCM), an automated laser optics-based technique, is used to identity transfected cells expressing GFP or CD64-GFP and to evaluate the apoptotic state of the cells and other cellular properties.
[0290] FCM detects and quantifies the uptake of fluorescent molecules that diagnose events preceding or coincident with cell death. These events include changes in nuclear DNA content as measured by staining of DNA with propidium iodide; changes in cell size and granularity as measured by forward light scatter and 90 degree side light scatter; down-regulation of DNA synthesis as measured by decrease in bromodeoxyuridine uptake; alterations in expression of cell surface and intracellular proteins as measured by reactivity with specific antibodies; and alterations in plasma membrane composition as measured by the binding of fluorescein-conjugated Annexin V protein to the cell surface. Methods in flow cytometry are discussed in Ormerod, M. G. (1994) Flow Cytometry, Oxford, New York N.Y.
[0291] The influence of SPTM on gene expression can be assessed using highly purified populations of cells transfected with sequences encoding SPTM and either CD64 or CD64-GFP. CD64 and CD64-GFP are expressed on the surface of transfected cells and bind to conserved regions of human immunoglobulin G (IgG). Transfected cells ate efficiently separated from nontransfected cells using magnetic beads coated with either human IgG or antibody against CD64 (DYNAL, Inc., Lake Success N.Y.). mRNA can be purified from the cells using methods well known by those of skill in the art. Expression of mRNA encoding SPTM and other genes of interest can be analyzed by northern analysis or microarray techniques.
[0292] XVI. Production of Antibodies
[0293] SPTM substantially purified using polyacrylamide gel electrophoresis (PAGE; see, e.g., Harrington, M. G. (1990) Methods Enzymol. 182:488-495), or other purification techniques, is used to immunize rabbits and to produce antibodies using standard protocols.
[0294] Alternatively, the SPTM amino acid sequence is analyzed using LASERGENE software (DNASTAR) to determine regions of high immunogenicity, and a corresponding peptide is synthesized and used to raise antibodies by means known to those of skill in the art. Methods for selection of appropriate epitopes, such as those near the C-terminus or in hydrophilic regions are well described in the art. (See, e.g., Ausubel, 1995, supra, Chapter 11.)
[0295] Typically, peptides 15 residues in length are synthesized using an ABI 431A peptide synthesizer (Applied Biosystems) using fmoc-chemistry and coupled to KLH (Sigma) by reaction with N-maleimidobenzoyl-N-hydroxysuccinimide ester (MBS) to increase immunogenicity. (See, e.g., Ausubel, supra.) Rabbits are immunized with the peptide-KLH complex in complete Freund's adjuvant. Resulting antisera are tested for antipeptide activity by, for example, binding the peptide to plastic, blocking with 1% BSA, reacting with rabbit antisera, washing, and reacting with radio-iodinated goat anti-rabbit IgG. Antisera with antipeptide activity are tested for anti-SPTM activity using protocols well known in the art, including ELISA, RIA, and immunoblotting.
[0296] XVII. Purification of Naturally Occurring SPTM Using Specific Antibodies
[0297] Naturally occurring or recombinant SPTM is substantially purified by immunoaffinity chromatography using antibodies specific for SPTM. An immunoaffinity column is constructed by covalently coupling anti-SPTM antibody to an activated chromatographic resin, such as CNBr-activated SEPHAROSE (Amersham Pharmacia Biotech). After the coupling, the resin is blocked and washed according to the manufacturer's instructions.
[0298] Media containing SPTM are passed over the immunoaffinity column, and the column is washed under conditions that allow the preferential absorbance of SPTM (e.g., high ionic strength buffers in the presence of detergent). The column is eluted under conditions that disrupt antibody/SPTM binding (e.g., a buffer of pH 2 to pH 3, or a high concentration of a chaotrope, such as urea or thiocyanate ion), and SPTM is collected.
[0299] XVIII. Identification of Molecules Which Interact with SPTM
[0300] SPTM, or biologically active fragments thereof, are labeled with 125I Bolton-Hunter reagent. (See, e.g., Bolton, A. E. and W. M. Hunter (1973) Biochem. J. 133:529-539.) Candidate molecules previously arrayed in the wells of a multi-well plate are incubated with the labeled SPTM, washed, and any wells with labeled SPTM complex are assayed. Data obtained using different concentrations of SPTM are used to calculate values for the number, affinity, and association of SPTM with the candidate molecules.
[0301] Alternatively, molecules interacting with SPTM are analyzed using the yeast two-hybrid system as described in Fields, S. and O. Song (1989) Nature 340:245-246, or using commercially available kits based on the two-hybrid system, such as the MATCHMAKER system (CLONTECH). SPTM may also be used in the PATHCALLING process (CuraGen Corp., New Haven Conn.) which employs the yeast two-hybrid system in a high-throughput manner to determine all interactions between the proteins encoded by two large libraries of genes (Nandabalan, K. et al. (2000) U.S. Pat. No. 6,057,101).
[0302] All publications and patents mentioned in the above specification are herein incorporated by reference. Various modifications and variations of the described method and system of the invention will be apparent to those skilled in the art without departing from the scope and spirit of the invention. Although the invention has been described in connection with specific preferred embodiments, it should be understood that the invention as claimed should not be unduly limited to such specific embodiments. Indeed, various modifications of the above-described modes for carrying out the invention which are obvious to those skilled in the field of molecular biology or related fields are intended to be within the scope of the following claims.
2TABLE 1
|
|
SEQDomain
ID NO:Template IDStartStopFrameTypeTopology
|
|
1LG:223939.1:2000FEB18202288forward 1TMN in
2LG:397140.1:2000FEB18508588forward 1TM
2LG:397140.1:2000FEB18236319forward 2TMN out
2LG:397140.1:2000FEB18377463forward 2TMN out
2LG:397140.1:2000FEB18288374forward 3TM
2LG:397140.1:2000FEB18480566forward 3TM
3LG:1094205.1:2000FEB18826912forward 1TMN in
3LG:1094205.1:2000FEB18867953forward 3TMN out
4LG:481361.5:2000FEB18115201forward 1TMN out
4LG:481361.5:2000FEB18295354forward 1TMN out
4LG:481361.5:2000FEB18373459forward 1TMN out
4LG:481361.5:2000FEB18101187forward 2TMN out
4LG:481361.5:2000FEB18369443forward 3TMN out
5LG:981170.1:2000FEB181078forward 1TMN out
5LG:981170.1:2000FEB18598648forward 1TMN out
5LG:981170.1:2000FEB18790876forward 1TMN out
5LG:981170.1:2000FEB1810571143forward 1TMN out
5LG:981170.1:2000FEB1813721458forward 1TMN out
5LG:981170.1:2000FEB1816781764forward 1TMN out
5LG:981170.1:2000FEB1818851959forward 1TMN out
5LG:981170.1:2000FEB181182forward 2TMN out
5LG:981170.1:2000FEB18731817forward 2TMN out
5LG:981170.1:2000FEB1810251105forward 2TMN out
5LG:981170.1:2000FEB1813641450forward 2TMN out
5LG:981170.1:2000FEB1816431696forward 2TMN out
5LG:981170.1:2000FEB1818951954forward 2TMN out
5LG:981170.1:2000FEB1824110forward 3TMN out
5LG:981170.1:2000FEB18843899forward 3TMN out
5LG:981170.1:2000FEB1810681136forward 3TMN out
5LG:981170.1:2000FEB1815991655forward 3TMN out
5LG:981170.1:2000FEB1817071793forward 3TMN out
5LG:981170.1:2000FEB1818751961forward 3TMN out
6LI:197613.1:2000FEB01140226forward 2TMN out
6LI:197613.1:2000FEB01269355forward 2TMN out
7LI:902682.1:2000FEB01225311forward 3TMN out
8LI:212029.1:2000FEB0120872149forward 2TMN out
8LI:212029.1:2000FEB0121622224forward 2TMN out
9LI:249170.1:2000FEB01208282forward 1TMN in
10LI:813218.1:2000FEB01466552forward 1TMN out
10LI:813218.1:2000FEB01137202forward 2TMN out
10LI:813218.1:2000FEB01356436forward 2TMN out
10LI:813218.1:2000FEB01452520forward 2TMN out
11LI:902522.3:2000FEB0199158forward 3TMN out
12LI:474304.1:2000FEB0164147forward 1TMN in
12LI:474304.1:2000FEB01217285forward 1TMN in
12LI:474304.1:2000FEB01298372forward 1TMN in
12LI:474304.1:2000FEB012688forward 2TMN out
12LI:474304.1:2000FEB01110172forward 2TMN out
12LI:474304.1:2000FEB01200271forward 2TMN out
12LI:474304.1:2000FEB01332418forward 2TMN out
12LI:474304.1:2000FEB01890952forward 2TMN out
12LI:474304.1:2000FEB0172158forward 3TMN out
12LI:474304.1:2000FEB01273332forward 3TMN out
12LI:474304.1:2000FEB01330383forward 3TMN out
12LI:474304.1:2000FEB01606674forward 3TMN out
13LI:027320.1:2000FEB01544603forward 1TMN out
13LI:027320.1:2000FEB01694768forward 1TMN out
13LI:027320.1:2000FEB0111021182forward 1TMN out
13LI:027320.1:2000FEB0111801236forward 1TMN out
13LI:027320.1:2000FEB01545604forward 2TM
13LI:027320.1:2000FEB01851913forward 2TM
13LI:027320.1:2000FEB01932994forward 2TM
13LI:027320.1:2000FEB0110131075forward 2TM
13LI:027320.1:2000FEB0111721228forward 2TM
13LI:027320.1:2000FEB01579665forward 3TMN in
13LI:027320.1:2000FEB01720806forward 3TMN in
13LI:027320.1:2000FEB01828908forward 3TMN in
13LI:027320.1:2000FEB0110201103forward 3TMN in
13LI:027320.1:2000FEB0111161202forward 3TMN in
14LI:228319.1:2000FEB0176162forward 1TMN out
14LI:228319.1:2000FEB01119187forward 2TMN in
14LI:228319.1:2000FEB01506592forward 2TMN in
14LI:228319.1:2000FEB0163149forward 3TMN in
14LI:228319.1:2000FEB01369455forward 3TMN in
14LI:228319.1:2000FEB01708770forward 3TMN in
14LI:228319.1:2000FEB01786848forward 3TMN in
15LG:197267.2:2000MAY191188forward 2TMN in
15LG:197267.2:2000MAY19200271forward 2TMN in
16LG:403332.1:2000MAY19352417forward 1TMN in
16LG:403332.1:2000MAY19490552forward 1TMN in
16LG:403332.1:2000MAY19562624forward 1TMN in
16LG:403332.1:2000MAY19721783forward 1TMN in
16LG:403332.1:2000MAY19796858forward 1TMN in
16LG:403332.1:2000MAY19871948forward 1TMN in
16LG:403332.1:2000MAY1910121098forward 1TMN in
16LG:403332.1:2000MAY1911381188forward 1TMN in
16LG:403332.1:2000MAY1911921278forward 1TMN in
16LG:403332.1:2000MAY1914531530forward 1TMN in
16LG:403332.1:2000MAY19365427forward 2TMN in
16LG:403332.1:2000MAY19521607forward 2TMN in
16LG:403332.1:2000MAY19644727forward 2TMN in
16LG:403332.1:2000MAY19800886forward 2TMN in
16LC:403332.1:2000MAY19911973forward 2TMN in
16LG:403332.1:2000MAY199861048forward 2TMN in
16LG:403332.1:2000MAY1912111297forward 2TMN in
16LG:403332.1:2000MAY1914451504forward 2TMN in
16LG:403332.1:2000MAY19375461forward 3TM
16LG:403332.1:2000MAY19495557forward 3TM
16LG:403332.1:2000MAY19594656forward 3TM
16LG:403332.1:2000MAY19681767forward 3TM
16LG:403332.1:2000MAY199901052forward 3TM
16LG:403332.1:2000MAY1910771139forward 3TM
16LG:403332.1:2000MAY1912031274forward 3TM
16LG:403332.1:2000MAY1913321385forward 3TM
17LG:983076.3:2000MAY19479565forward 2TMN in
17LG:983076.3:2000MAY19704790forward 2TMN in
17LG:983076.3:2000MAY19114200forward 3TMN out
17LG:983076.3:2000MAY19261317forward 3TMN out
17LG:983076.3:2000MAY19501587forward 3TMN out
17LG:983076.3:2000MAY19738794forward 3TMN out
18LG:216612.3:2000MAY19120206forward 3TMN in
18LG:216612.3:2000MAY19234284forward 3TMN in
18LG:216612.3:2000MAY19327413forward 3TMN in
18LG:216612.3:2000MAY19444530forward 3TMN in
18LG:216612.3:2000MAY19810887forward 3TMN in
19LG:322465.1:2000MAY19239319forward 2TMN out
19LG:322465.1:2000MAY19276329forward 3TMN out
20LG:093477.1:2000MAY1925111forward 1TMN out
20LG:093477.1:2000MAY191185forward 2TMN out
20LG:093477.1:2000MAY19242295forward 2TMN out
20LG:093477.1:2000MAY1924110forward 3TMN in
20LG:093477.1:2000MAY19657719forward 3TMN in
21LG:222880.1:2000MAY19211297forward 1TM
21LG:222880.1:2000MAY1916631749forward 1TM
21LG:222880.1:2000MAY1918011863forward 1TM
21LG:222880.1:2000MAY1919061968forward 1TM
21LG:222880.1:2000MAY1922692316forward 1TM
21LG:222880.1:2000MAY19425487forward 2TMN in
21LG:222880.1:2000MAY19506568forward 2TMN in
21LG:222880.1:2000MAY19611691forward 2TMN in
21LG:222880.1:2000MAY19698784forward 2TMN in
21LG:222880.1:2000MAY19875961forward 2TMN in
21LG:222880.1:2000MAY1910161078forward 2TMN in
21LG:222880.1:2000MAY1911061168forward 2TMN in
21LG:222880.1:2000MAY1915441630forward 2TMN in
21LG:222880.1:2000MAY1916911774forward 2TMN in
21LG:222880.1:2000MAY1919402026forward 2TMN in
21LG:222880.1:2000MAY1923152395forward 2TMN in
21LG:222880.1:2000MAY1917101784forward 3TMN out
21LG:222880.1:2000MAY1918091895forward 3TMN out
21LG:222880.1:2000MAY1919262009forward 3TMN out
21LG:222880.1:2000MAY1920642129forward 3TMN out
22LG:898320.3:2000MAY19151237forward 1TMN out
22LG:898320.3:2000MAY19478534forward 1TMN out
22LG:898320.3:2000MAY19736822forward 1TMN out
22LG:898320.3:2000MAY1915281599forward 1TMN out
22LG:898320.3:2000MAY1916631710forward 1TMN out
22LG:898320.3:2000MAY1920172088forward 1TMN out
22LG:898320.3:2000MAY1921312184forward 1TMN out
22LG:898320.3:2000MAY19719796forward 2TMN in
22LG:898320.3:2000MAY1913341420forward 2TMN in
22LG:898320.3:2000MAY1915981681forward 2TMN in
22LG:898320.3:2000MAY1917331819forward 2TMN in
22LG:898320.3:2000MAY1919191984forward 2TMN in
22LG:898320.3:2000MAY1920782140forward 2TMN in
22LG:898320.3:2000MAY1921592245forward 2TMN in
22LG:898320.3:2000MAY1990176forward 3TMN out
22LG:898320.3:2000MAY19411485forward 3TMN out
22LG:898320.3:2000MAY19501578forward 3TMN out
22LG:898320.3:2000MAY19600686forward 3TMN out
22LG:898320.3:2000MAY19783854forward 3TMN out
22LG:898320.3:2000MAY19912989forward 3TMN out
22LG:898320.3:2000MAY1910231097forward 3TMN out
22LG:898320.3:2000MAY1911641226forward 3TMN out
22LG:898320.3:2000MAY1912361298forward 3TMN out
22LG:898320.3:2000MAY1913351421forward 3TMN out
22LG:898320.3:2000MAY1920162093forward 3TMN out
22LG:898320.3:2000MAY1921512237forward 3TMN out
23LG:1327047.1:2000MAY19466552forward 1TMN out
23LG:1327047.1:2000MAY19137202forward 2TMN out
23LG:1327047.1:2000MAY19356436forward 2TMN out
23LG:1327047.1:2000MAY19452520forward 2TMN out
23LG:1327047.1:2000MAY1911311217forward 3TM
24LG:235157.21:2000MAY191191forward 2TMN out
24LG:235157.21:2000MAY19161247forward 2TMN out
24LG:235157.21:2000MAY19467529forward 2TMN out
24LG:235157.21:2000MAY19551613forward 2TMN out
24LG:235157.21:2000MAY19686760forward 2TMN out
24LG:235157.21:2000MAY19785862forward 2TMN out
25LG:085713.1:2000MAY1997183forward 1TMN out
25LG:085713.1:2000MAY1914891575forward 1TMN out
25LG:085713.1:2000MAY1917861854forward 1TMN out
25LG:085713.1:2000MAY1922752361forward 1TMN out
25LG:085713.1:2000MAY1924072493forward 1TMN out
25LG:085713.1:2000MAY19134211forward 2TMN in
25LG:085713.1:2000MAY1914811528forward 2TMN in
25LG:085713.1:2000MAY1920992164forward 2TMN in
25LG:085713.1:2000MAY1923872449forward 2TMN in
25LG:085713.1:2000MAY1924742536forward 2TMN in
25LG:085713.1:2000MAY1972158forward 3TMN out
25LG:085713.1:2000MAY1914881574forward 3TMN out
25LG:085713.1:2000MAY1920372108forward 3TMN out
25LG:085713.1:2000MAY1921842270forward 3TMN out
25LG:085713.1:2000MAY1923462432forward 3TMN out
26LG:482421.1:2000MAY19385456forward 1TMN out
26LG:482421.1:2000MAY19715777forward 1TMN out
26LG:482421.1:2000MAY19841909forward 1TMN out
26LG:482421.1:2000MAY1997011056forward 1TMN out
26LG:482421.1:2000MAY1912221284forward 1TMN out
26LG:482421.1:2000MAY1914231491forward 1TMN out
26LG:482421.1:2000MAY1921852271forward 1TMN out
26LG:482421.1:2000MAY1925182604forward 1TMN out
26LG:482421.1:2000MAY1926742760forward 1TMN out
26LG:482421.1:2000MAY191164forward 2TMN out
26LG:482421.1:2000MAY19260346forward 2TMN out
26LG:482421.1:2000MAY19416502forward 2TMN out
26LG:482421.1:2000MAY19506586forward 2TMN out
26LG:482421.1:2000MAY19857943forward 2TMN out
26LG:482421.1:2000MAY199651021forward 2TMN out
26LG:482421.1:2000MAY1919341987forward 2TMN out
26LG:482421.1:2000MAY1921202206forward 2TMN out
26LG:482421.1:2000MAY1925492635forward 2TMN out
26LG:482421.1:2000MAY1926932773forward 2TMN out
26LG:482421.1:2000MAY191265forward 3TMN out
26LG:482421.1:2000MAY19258332forward 3TMN out
26LG:482421.1:2000MAY19603689forward 3TMN out
26LG:482421.1:2000MAY19690773forward 3TMN out
26LG:482421.1:2000MAY19822905forward 3TMN out
26LG:482421.1:2000MAY199721028forward 3TMN out
26LG:482421.1:2000MAY1910741130forward 3TMN out
26LG:482421.1:2000MAY1924032489forward 3TMN out
26LG:482421.1:2000MAY1925502636forward 3TMN out
26LG:482421.1:2000MAY1926732753forward 3TMN out
27LG:330944.4:2000MAY19389475forward 2TMN out
28LI:223060.1:2000MAY01433519forward 1TMN in
28LI:223060.1:2000MAY0112671353forward 1TMN in
28LI:223060.1:2000MAY0116391704forward 1TMN in
28LI:223060.1:2000MAY0117591842forward 1TMN in
28LI:223060.1:2000MAY01260334forward 2TMN out
28LI:223060.1:2000MAY019381003forward 2TMN out
28LI:223060.1:2000MAY0115531639forward 2TMN out
28LI:223060.1:2000MAY0114281514forward 3TMN out
29LI:213087.1:2000MAY01732818forward 3TMN in
30LI:405330.1:2000MAY01103165forward 1TM
30LI:405330.1:2000MAY01406492forward 1TM
30LI:405330.1:2000MAY0112761362forward 1TM
30LI:405330.1:2000MAY0113961449forward 1TM
30LI:405330.1:2000MAY0116151674forward 1TM
30LI:405330.1:2000MAY0118641917forward 1TM
30LI:405330.1:2000MAY0119662016forward 1TM
30LI:405330.1:2000MAY0120172097forward 1TM
30LI:405330.1:2000MAY0122572319forward 1TM
30LI:405330.1:2000MAY0123292397forward 1TM
30LI:405330.1:2000MAY0124162478forward 1TM
30LI:405330.1:2000MAY01485550forward 2TMN out
30LI:405330.1:2000MAY01671757forward 2TMN out
30LI:405330.1:2000MAY0112831357forward 2TMN out
30LI:405330.1:2000MAY0115111579forward 2TMN out
30LI:405330.1:2000MAY0118771933forward 2TMN out
30LI:405330.1:2000MAY0123392395forward 2TMN out
30LI:405330.1:2000MAY0124112473forward 2TMN out
30LI:405330.1:2000MAY01249320forward 3TMN in
30LI:405330.1:2000MAY01678764forward 3TMN in
30LI:405330.1:2000MAY019901070forward 3TMN in
30LI:405330.1:2000MAY0116501721forward 3TMN in
30LI:405330.1:2000MAY0122652351forward 3TMN in
30LI:405330.1:2000MAY0124332513forward 3TMN in
31LI:350243.2:2000MAY0137993852forward 1TM
31LI:350243.2:2000MAY0144534533forward 1TM
31LI:350243.2:2000MAY0153925460forward 1TM
31LI:350243.2:2000MAY0159446030forward 1TM
31LI:350243.2:2000MAY0162566333forward 1TM
31LI:350243.2:2000MAY0170037071forward 1TM
31LI:350243.2:2000MAY0173337398forward 1TM
31LI:350243.2:2000MAY0175527626forward 1TM
31LI:350243.2:2000MAY0177807845forward 1TM
31LI:350243.2:2000MAY0178677923forward 1TM
31LI:350243.2:2000MAY0179548025forward 1TM
31LI:350243.2:2000MAY0184078490forward 1TM
31LI:350243.2:2000MAY0143614447forward 2TMN out
31LI:350243.2:2000MAY0147244807forward 2TMN out
31LI:350243.2:2000MAY0154025488forward 2TMN out
31LI:350243.2:2000MAY0156185668forward 2TMN out
31LI:350243.2:2000MAY0156875767forward 2TMN out
31LI:350243.2:2000MAY0162636334forward 2TMN out
31LI:350243.2:2000MAY0164886574forward 2TMN out
31LI:350243.2:2000MAY0176107696forward 2TMN out
31LI:350243.2:2000MAY0178147900forward 2TMN out
31LI:350243.2:2000MAY0179918047forward 2TMN out
31LI:350243.2:2000MAY0185018587forward 2TMN out
31LI:350243.2:2000MAY0186998785forward 2TMN out
31LI:350243.2:2000MAY0139754052forward 3TMN in
31LI:350243.2:2000MAY0150375108forward 3TMN in
31LI:350243.2:2000MAY0160906155forward 3TMN in
31LI:350243.2:2000MAY0162766338forward 3TMN in
31LI:350243.2:2000MAY0163576419forward 3TMN in
31LI:350243.2:2000MAY0164926557forward 3TMN in
31LI:350243.2:2000MAY0170057055forward 3TMN in
31LI:350243.2:2000MAY0171857271forward 3TMN in
31LI:350243.2:2000MAY0173657439forward 3TMN in
31LI:350243.2:2000MAY0176507727forward 3TMN in
31LI:350243.2:2000MAY0178187868forward 3TMN in
31LI:350243.2:2000MAY0178817949forward 3TMN in
31LI:350243.2:2000MAY0184458507forward 3TMN in
31LI:350243.2:2000MAY0185268585forward 3TMN in
32LI:445188.1:2000MAY011063forward 1TMN in
32LI:445188.1:2000MAY01169240forward 1TMN in
32LI:445188.1:2000MAY01337408forward 1TMN in
32LI:445188.1:2000MAY01406471forward 1TMN in
32LI:445188.1:2000MAY01796861forward 1TMN in
32LI:445188.1:2000MAY019671041forward 1TMN in
32LI:445188.1:2000MAY0111351209forward 1TMN in
32LI:445188.1:2000MAY0112281314forward 1TMN in
32LI:445188.1:2000MAY0113961473forward 1TMN in
32LI:445188.1:2000MAY01131217forward 2TMN in
32LI:445188.1:2000MAY01335421forward 2TMN in
32LI:445188.1:2000MAY019801042forward 2TMN in
32LI:445188.1:2000MAY0111361189forward 2TMN in
32LI:445188.1:2000MAY0114451522forward 2TMN in
32LI:445188.1:2000MAY011259forward 3TMN out
32LI:445188.1:2000MAY01135221forward 3TMN out
32LI:445188.1:2000MAY01258344forward 3TMN out
32LI:445188.1:2000MAY01351431forward 3TMN out
32LI:445188.1:2000MAY01573650forward 3TMN out
32LI:445188.1:2000MAY01819893forward 3TMN out
32LI:445188.1:2000MAY0110081094forward 3TMN out
32LI:445188.1:2000MAY0111491235forward 3TMN out
32LI:445188.1:2000MAY0116951763forward 3TMN out
33LI:244378.1:2000MAY0128114forward 1TMN out
33LI:244378.1:2000MAY01403462forward 1TMN out
33LI:244378.1:2000MAY01466549forward 1TMN out
33LI:244378.1:2000MAY0119722058forward 1TMN out
33LI:244378.1:2000MAY011176forward 2TMN in
33LI:244378.1:2000MAY01401487forward 2TMN in
33LI:244378.1:2000MAY01533619forward 2TMN in
33LI:244378.1:2000MAY0113131369forward 2TMN in
33LI:244378.1:2000MAY0119852035forward 2TMN in
33LI:244378.1:2000MAY012486forward 3TMN out
33LI:244378.1:2000MAY01108170forward 3TMN out
33LI:244378.1:2000MAY0119802045forward 3TMN out
34LI:236574.15:2000MAY01181forward 1TMN out
34LI:236574.15:2000MAY0197183forward 1TMN out
34LI:236574.15:2000MAY0195166forward 2TMN out
34LI:236574.15:2000MAY01239325forward 2TMN out
34LI:236574.15:2000MAY0193155forward 3TMN in
35LI:010100.20:2000MAY014396forward 1TMN in
35LI:010100.20:2000MAY01169255forward 1TMN in
35LI:010100.20:2000MAY01328399forward 1TMN in
35LI:010100.20:2000MAY01658720forward 1TMN in
35LI:010100.20:2000MAY01742804forward 1TMN in
35LI:010100.20:2000MAY01910996forward 1TMN in
35LI:010100.20:2000MAY0111171203forward 1TMN in
35LI:010100.20:2000MAY0112401317forward 1TMN in
35LI:010100.20:2000MAY0115281611forward 1TMN in
35LI:010100.20:2000MAY0118221908forward 1TMN in
35LI:010100.20:2000MAY0122062280forward 1TMN in
35LI:010100.20:2000MAY0126712754forward 1TMN in
35LI:010100.20:2000MAY0128992973forward 1TMN in
35LI:010100.20:2000MAY0130373123forward 1TMN in
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45LI:220495.1:2000MAY01779832forward 2TMN in
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46LI:399478.1:2000MAY01107178forward 2TMN out
46LI:399478.1:2000MAY0110251087forward 2TMN out
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46LI:399478.1:2000MAY0116401702forward 2TMN out
46LI:399478.1:2000MAY0117181780forward 2TMN out
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46LI:399478.1:2000MAY01519605forward 3TMN in
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47LI:229648.2:2000MAY01556606forward 1TM
47LI:229648.2:2000MAY0110091095forward 1TM
47LI:229648.2:2000MAY0113241410forward 1TM
47LI:229648.2:2000MAY0116331719forward 1TM
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47LI:229648.2:2000MAY01776832forward 2TMN in
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48LI:025643.2:2000MAY0115261591forward 2TM
48LI:025643.2:2000MAY0115421598forward 3TMN out
49LI:233942.1:2000MAY01184270forward 1TMN out
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49LI:233942.1:2000MAY0117151768forward 2TMN out
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49LI:233942.1:2000MAY01138221forward 3TMN in
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50LI:089158.1:2000MAY0130693146forward 3TMN in
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51LI:101046.1:2000MAY01711785forward 3TMN out
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53LI:238713.1:2000MAY01844930forward 1TM
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54LI:720928.1:2000MAY01208264forward 1TMN out
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55LI:221874.1:2000MAY01877954forward 1TMN out
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55LI:221874.1:2000MAY0111871258forward 2TMN out
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55LI:221874.1:2000MAY01348434forward 3TMN in
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56LI:1143545.3:2000MAY01458523forward 2TM
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57LI:1143605.1:2000MAY01349435forward 1TMN in
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57LI:1143605.1:2000MAY011782forward 2TMN out
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57LI:1143605.1:2000MAY01351437forward 3TMN out
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58LI:474069.7:2000MAY01706783forward 1TM
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60LI:403872.1:2000MAY0115301601forward 3TMN out
60LI:403872.1:2000MAY0116561715forward 3TMN out
60LI:403872.1:2000MAY0119832069forward 3TMN out
60LI:403872.1:2000MAY0121452225forward 3TMN out
60LI:403872.1:2000MAY0122262309forward 3TMN out
60LI:403872.1:2000MAY0123492426forward 3TMN out
61LI:1086294.1:2000MAY01748834forward 1TMN out
61LI:1086294.1:2000MAY0122782352forward 1TMN out
61LI:1086294.1:2000MAY0123062356forward 2TMN out
62LI:337514.3:2000MAY0119061992forward 1TMN in
62LI:337514.3:2000MAY0115121598forward 3TMN out
63LI:230711.1:2000MAY01898978forward 1TMN out
63LI:230711.1:2000MAY0113271389forward 1TMN out
63LI:230711.1:2000MAY0120592145forward 1TMN out
63LI:230711.1:2000MAY01134220forward 2TMN out
63LI:230711.1:2000MAY0115171591forward 2TMN out
63LI:230711.1:2000MAY0116311708forward 2TMN out
63LI:230711.1:2000MAY0120332119forward 2TMN out
63LI:230711.1:2000MAY01114188forward 3TMN in
63LI:230711.1:2000MAY01570620forward 3TMN in
63LI:230711.1:2000MAY01648716forward 3TMN in
63LI:230711.1:2000MAY0111011160forward 3TMN in
64LI:040338.2:2000MAY01794880forward 2TMN in
64LI:040338.2:2000MAY01162233forward 3TMN out
64LI:040338.2:2000MAY01708791forward 3TMN out
65LI:399174.2:2000MAY01622693forward 1TM
65LI:399174.2:2000MAY019581008forward 1TM
65LI:399174.2:2000MAY0110271080forward 1TM
65LI:399174.2:2000MAY0113031377forward 1TM
65LI:399174.2:2000MAY019651018forward 2TMN in
65LI:399174.2:2000MAY01126200forward 3TMN out
66LI:197275.5:2000MAY01211285forward 1TMN out
66LI:197275.5:2000MAY01761811forward 2TMN out
66LI:197275.5:2000MAY01210281forward 3TMN out
66LI:197275.5:2000MAY01537623forward 3TMN out
67LI:336872.1:2000MAY01175231forward 1TMN out
67LI:336872.1:2000MAY0110991185forward 1TMN out
67LI:336872.1:2000MAY0114501536forward 1TMN out
67LI:336872.1:2000MAY01182247forward 2TMN in
67LI:336872.1:2000MAY0110011072forward 2TMN in
67LI:336872.1:2000MAY0111691246forward 2TMN in
67LI:336872.1:2000MAY0113731447forward 2TMN in
67LI:336872.1:2000MAY01171224forward 3TMN out
67LI:336872.1:2000MAY0110891175forward 3TMN out
67LI:336872.1:2000MAY0113021364forward 3TMN out
68LI:1092901.1:2000MAY01172258forward 1TMN out
68LI:1092901.1:2000MAY01299379forward 2TMN out
68LI:1092901.1:2000MAY01425511forward 2TMN out
69LI:022387.5:2000MAY0111951281forward 1TMN out
69LI:022387.5:2000MAY01710796forward 2TMN out
69LI:022387.5:2000MAY0112141276forward 2TMN out
69LI:022387.5:2000MAY01675743forward 3TMN out
69LI:022387.5:2000MAY0110921175forward 3TMN out
69LI:022387.5:2000MAY0112151301forward 3TMN out
70LI:1188334.1:2000MAY01208294forward 1TMN out
70LI:1188334.1:2000MAY01370456forward 1TMN out
70LI:1188334.1:2000MAY011182forward 2TMN out
70LI:1188334.1:2000MAY01131190forward 2TMN out
70LI:1188334.1:2000MAY011280forward 3TMN in
70LI:1188334.1:2000MAY01123194forward 3TMN in
71LI:1188664.1:2000MAY01274348forward 1TMN in
71LI:1188664.1:2000MAY01607657forward 1TMN in
71LI:1188664.1:2000MAY01254304forward 2TMN in
71LI:1188664.1:2000MAY01494580forward 2TMN in
72LI:247388.1:2000MAY0111261212forward 1TMN out
72LI:247388.1:2000MAY01134220forward 2TMN in
72LI:247388.1:2000MAY01389448forward 2TMN in
72LI:247388.1:2000MAY019681033forward 2TMN in
72LI:247388.1:2000MAY01741812forward 3TMN in
72LI:247388.1:2000MAY0112001277forward 3TMN in
73LI:816339.4:2000MAY01466534forward 1TMN in
73LI:816339.4:2000MAY01562648forward 1TMN in
73LI:816339.4:2000MAY019371017forward 1TMN in
73LI:816339.4:2000MAY0111621248forward 1TMN in
73LI:816339.4:2000MAY0113061368forward 1TMN in
73LI:816339.4:2000MAY0113901452forward 1TMN in
73LI:816339.4:2000MAY01407487forward 2TMN out
73LI:816339.4:2000MAY01575652forward 2TMN out
73LI:816339.4:2000MAY01698784forward 2TMN out
73LI:816339.4:2000MAY019501012forward 2TMN out
73LI:816339.4:2000MAY0110431105forward 2TMN out
73LI:816339.4:2000MAY0111361198forward 2TMN out
73LI:816339.4:2000MAY0112441306forward 2TMN out
73LI:816339.4:2000MAY0113341396forward 2TMN out
73LI:816339.4:2000MAY0114241486forward 2TMN out
73LI:816339.4:2000MAY01468554forward 3TMN out
73LI:816339.4:2000MAY01591644forward 3TMN out
73LI:816339.4:2000MAY019331010forward 3TMN out
73LI:816339.4:2000MAY0111821244forward 3TMN out
73LI:816339.4:2000MAY0112571319forward 3TMN out
74LI:1188967.1:2000MAY011467forward 2TMN out
74LI:1188967.1:2000MAY01272325forward 2TMN out
75LI:236230.3:2000MAY0110811149forward 1TMN in
75LI:236230.3:2000MAY0111951281forward 1TMN in
75LI:236230.3:2000MAY0113301416forward 1TMN in
75LI:236230.3:2000MAY01182253forward 2TMN out
75LI:236230.3:2000MAY0110161102forward 2TMN out
75LI:236230.3:2000MAY0111541240forward 2TMN out
75LI:236230.3:2000MAY0113461432forward 2TMN out
75LI:236230.3:2000MAY0163149forward 3TMN out
75LI:236230.3:2000MAY01396449forward 3TMN out
75LI:236230.3:2000MAY01567644forward 3TMN out
75LI:236230.3:2000MAY0111071181forward 3TMN out
75LI:236230.3:2000MAY0113201382forward 3TMN out
75LI:236230.3:2000MAY0114101472forward 3TMN out
76LI:246728.3:2000MAY0116331695forward 1TMN out
76LI:246728.3:2000MAY0117831854forward 1TMN out
76LI:246728.3:2000MAY0124922566forward 2TMN out
76LI:246728.3:2000MAY01792854forward 3TMN in
76LI:246728.3:2000MAY0123252375forward 3TMN in
77LI:1190057.1:2000MAY01646696forward 1TMN in
77LI:1190057.1:2000MAY0111951263forward 1TMN in
77LI:1190057.1:2000MAY0115911668forward 1TMN in
77LI:1190057.1:2000MAY0121042169forward 1TMN in
77LI:1190057.1:2000MAY0122332295forward 1TMN in
77LI:1190057.1:2000MAY0123202382forward 1TMN in
77LI:1190057.1:2000MAY0126232703forward 1TMN in
77LI:1190057.1:2000MAY0131243207forward 1TMN in
77LI:1190057.1:2000MAY0112171270forward 2TMN out
77LI:1190057.1:2000MAY0115951681forward 2TMN out
77LI:1190057.1:2000MAY0122672353forward 2TMN out
77LI:1190057.1:2000MAY0124202491forward 2TMN out
77LI:1190057.1:2000MAY0126242698forward 2TMN out
77LI:1190057.1:2000MAY0127202785forward 2TMN out
77LI:1190057.1:2000MAY0130143067forward 2TMN out
77LI:1190057.1:2000MAY0131163202forward 2TMN out
77LI:1190057.1:2000MAY0119051991forward 3TMN in
77LI:1190057.1:2000MAY0122172297forward 3TMN in
77LI:1190057.1:2000MAY0126012657forward 3TMN in
77LI:1190057.1:2000MAY0130723143forward 3TMN in
78LI:221836.3:2000MAY01775846forward 1TMN out
78LI:221836.3:2000MAY0120502106forward 1TMN out
78LI:221836.3:2000MAY0121972265forward 1TMN out
78LI:221836.3:2000MAY0125392613forward 1TMN out
78LI:221836.3:2000MAY0122162302forward 2TM
78LI:221836.3:2000MAY0125822668forward 2TM
78LI:221836.3:2000MAY0118991976forward 3TMN out
78LI:221836.3:2000MAY0120342120forward 3TMN out
78LI:221836.3:2000MAY0121992261forward 3TMN out
78LI:221836.3:2000MAY0122832345forward 3TMN out
78LI:221836.3:2000MAY0124902564forward 3TMN out
79LI:334047.3:2000MAY01115201forward 1TMN out
79LI:334047.3:2000MAY0156142forward 2TMN in
79LI:334047.3:2000MAY01497577forward 2TMN in
|
[0303]
3
TABLE 2
|
|
|
SEQ
|
ID NO:
Component ID
Start
Stop
|
|
|
1
2079155F6
1
474
|
1
2079155H1
1
287
|
1
6485024H1
30
531
|
1
269086H1
55
416
|
1
g4194935
215
662
|
1
g3174230
294
608
|
2
g3405927
511
865
|
2
4061048T8
213
755
|
2
5961372H1
1
539
|
3
4318348F6
361
482
|
3
g4739876
483
760
|
3
g5637692
483
760
|
3
g5392945
603
1049
|
3
5338818H1
827
1078
|
3
6484158H1
1
544
|
3
5792010H1
36
340
|
3
5785018H1
36
336
|
3
5793390H1
36
306
|
3
6555681H1
125
694
|
3
3903879H1
156
435
|
3
g4850881
306
759
|
4
g2411092
1
241
|
4
7104605H1
1
533
|
4
4699688T6
146
533
|
5
6440110H1
1
71
|
5
5406681H1
1
122
|
5
6953084H1
63
615
|
5
5373405H1
63
285
|
5
5373405F8
83
602
|
5
3942701H1
190
481
|
5
4340882H1
392
586
|
5
4340882F6
392
865
|
5
3323337H1
449
716
|
5
1479486F6
453
867
|
5
1479486H1
453
688
|
5
4774836H1
1896
2149
|
5
4229676H1
1940
2149
|
5
4254348H1
2050
2148
|
5
1993010H1
483
763
|
5
3471007H1
681
951
|
5
3915086H1
718
875
|
5
2708491F6
775
1111
|
5
2708491H1
776
1069
|
5
6307323H1
845
1181
|
5
551890H1
939
1121
|
5
4492287H1
940
1315
|
5
3783242H1
1095
1382
|
5
1479372H1
1229
1476
|
5
2761062H1
1232
1497
|
5
2761062R6
1232
1489
|
5
6001120H1
1289
1774
|
5
6977932H1
1468
1665
|
5
7033269H1
1506
2033
|
5
3466972H1
1516
1770
|
5
2788543H1
1517
1748
|
5
5858122H1
1588
1848
|
5
2705868F6
1617
1980
|
5
5022301H1
1617
1884
|
5
2705868H1
1618
1886
|
5
5373405T6
1620
2144
|
5
1479486T6
1623
2109
|
5
2761062T6
1622
2108
|
5
2705868T6
1635
2107
|
5
3468165H1
1631
1895
|
5
1993688T6
1696
2108
|
5
1993688F6
1703
2147
|
5
1993688H1
1703
1950
|
5
666099H1
1721
1946
|
5
g3423957
1776
2148
|
5
g3241592
1821
2154
|
5
4340882T6
1846
2111
|
5
5016835H1
1893
2144
|
6
6206710H1
1
518
|
6
1632421H1
231
457
|
6
3255825H1
242
491
|
6
1951956T6
1
423
|
6
g1099892
61
470
|
6
1356903H1
545
744
|
6
4987735H1
279
444
|
6
4987835H1
279
444
|
7
3170506F6
176
241
|
7
6387831H1
334
463
|
7
5607909H1
1
243
|
7
3558469F6
14
444
|
7
3558469H1
14
293
|
7
g2006934
14
114
|
7
6109819H1
33
325
|
7
g2464233
46
103
|
7
3170506H1
176
452
|
8
g2069455
1
404
|
8
1597036H1
1
218
|
8
6429759H1
68
471
|
8
4013148H1
178
462
|
8
g2064597
256
604
|
8
3296932F6
312
950
|
8
3296932H1
312
563
|
8
5839392H1
315
545
|
8
1254055H1
421
639
|
8
3527901H1
434
704
|
8
3402996H1
549
697
|
8
3503954F6
615
1002
|
8
3503954H1
616
915
|
8
3985708H1
623
812
|
8
6117978H1
729
1018
|
8
3620240H1
767
976
|
8
5912238H1
872
1066
|
8
1961296H1
965
1237
|
8
3406891F6
1026
1582
|
8
3406891H1
1026
1266
|
8
6196163H1
1193
1793
|
8
6196263H1
1193
1660
|
8
6059105H1
1200
1336
|
8
3296932T6
1249
1867
|
8
4367370H2
1253
1496
|
8
1908946F6
1257
1607
|
8
1908946H1
1257
1499
|
8
g1958480
1311
1530
|
8
2270984R6
1377
1831
|
8
2270975H1
1377
1613
|
8
2270984H1
1377
1605
|
8
g850966
1497
1759
|
8
5028068H1
1499
1786
|
8
1808792T6
1564
2151
|
8
987831H1
1575
1772
|
8
3406891T6
1593
2149
|
8
3410491H1
1602
1683
|
8
3503954T6
1606
2156
|
8
1808792F6
1606
2061
|
8
1808792H1
1606
1852
|
8
2270984T6
1688
2209
|
8
g3231619
1764
2196
|
8
1908946T6
1856
2139
|
8
g851209
1874
2177
|
8
g3765675
1877
2174
|
8
g3755028
1885
2189
|
8
g1153884
1912
2174
|
8
5511650H1
2088
2271
|
9
g2016674
1
372
|
9
6147645H1
830
1263
|
9
6338012H1
1
401
|
9
6336313H1
22
565
|
9
6577916H1
22
400
|
9
g907436
1
324
|
9
6146280H1
39
573
|
9
g1556832
14
174
|
9
6334269H1
187
736
|
9
6147106H1
189
743
|
9
g2180097
1
381
|
9
6145722H1
314
826
|
9
g1969671
44
388
|
9
6147235H1
444
987
|
9
g1109940
188
316
|
9
6146408H1
530
954
|
9
6149660H1
543
1006
|
9
6144394H1
586
1189
|
9
g1970587
1
235
|
10
g993188
793
1107
|
10
g3752938
851
1199
|
10
3070204H1
595
886
|
10
4420032H1
906
1146
|
10
3448504T6
187
819
|
10
4401644H1
1029
1282
|
10
5092611H1
1
214
|
10
5092611F6
1
621
|
10
1667402H1
159
214
|
10
3410836H1
533
781
|
10
3448604H1
535
785
|
10
3448504R6
535
884
|
10
5955967H1
566
794
|
10
g2367695
570
959
|
10
5499560R6
579
1009
|
10
g2629724
594
1046
|
10
g4089777
675
993
|
10
g1440904
708
1042
|
10
g1941334
715
940
|
10
g2078942
715
957
|
10
g2901697
748
1048
|
11
2967428H1
1
284
|
12
3002696H1
1
285
|
12
3002696F6
1
394
|
12
1356974F6
109
495
|
12
1356974H1
109
353
|
12
3694703H1
215
496
|
12
1241180H1
253
311
|
12
5432511H1
253
362
|
12
5864554H1
391
666
|
12
4959207H1
409
524
|
12
5641442H1
415
654
|
12
g2163443
423
741
|
12
2923379H1
430
686
|
12
4699556H1
430
683
|
12
040379H1
431
592
|
12
3032206H1
430
716
|
12
2509521H1
434
662
|
12
2509521F6
434
665
|
12
1703965H1
437
682
|
12
5605693H1
437
697
|
12
5546287H1
474
665
|
12
3801120H1
653
948
|
12
4878230H1
661
910
|
12
60135211B1
810
1213
|
12
60135113V1
834
1227
|
12
60135211V1
834
1227
|
13
70319065D1
190
589
|
13
70320239D1
212
793
|
13
70320883D1
212
645
|
13
70318969D1
213
774
|
13
70317969D1
398
791
|
13
70318139D1
398
931
|
13
70317613D1
398
857
|
13
70318020D1
398
856
|
13
70317863D1
398
791
|
13
70319554D1
398
791
|
13
70318409D1
398
695
|
13
70319562D1
398
741
|
13
70317555D1
398
635
|
13
70318235D1
399
928
|
13
70320237D1
399
852
|
13
70318920D1
399
812
|
13
70320035D1
411
741
|
13
70318273D1
417
856
|
13
4120208H1
332
571
|
13
70320719D1
447
856
|
13
3882715H1
1
312
|
13
2797803F6
1
452
|
13
2797803H1
1
245
|
13
2788120H1
4
256
|
13
70317458D1
481
876
|
13
70318194D1
481
856
|
13
70320117D1
521
856
|
13
70319709D1
559
988
|
13
70319736D1
639
1133
|
13
70319869D1
715
856
|
13
2797803T6
97
633
|
13
70320906D1
743
1133
|
13
70320282D1
743
856
|
13
3873636H1
291
586
|
13
70319282D1
877
1310
|
13
70319385D1
904
1133
|
13
g2329469
121
408
|
13
3873636T6
1
336
|
13
70321152D1
466
931
|
13
70317918D1
466
930
|
13
70320713D1
466
856
|
13
70320635D1
466
856
|
13
70320227D1
466
855
|
13
70317509D1
466
856
|
13
70320434D1
466
876
|
13
70320694D1
468
856
|
13
70320790D1
466
838
|
13
70318744D1
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438
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498
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504
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508
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507
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620
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621
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625
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627
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636
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650
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678
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684
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329
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364
566
|
24
4996050H1
377
649
|
24
4249442H1
380
586
|
24
524140H1
374
618
|
24
5290888H1
385
616
|
24
1876529H1
389
658
|
24
749418H1
402
648
|
24
4802787H1
403
660
|
24
070211H1
404
562
|
24
3488984H1
404
625
|
24
g856452
405
698
|
24
g777504
405
703
|
24
2410459H1
407
651
|
24
g759872
415
726
|
24
179723H1
419
544
|
24
2701594H1
423
676
|
24
5432663H1
427
693
|
24
1319180H1
432
542
|
24
3324294H1
509
779
|
24
2303707H1
510
635
|
24
5020923H1
514
790
|
24
2298247H1
518
638
|
24
3614560H1
547
781
|
24
6741535H1
680
937
|
24
g6397955
22
223
|
24
6754236J1
1
584
|
24
6754123J1
1
509
|
24
6757969J1
1
550
|
24
6203321H1
1
292
|
24
6758815J1
1
591
|
24
6757686J1
1
479
|
24
g3594017
10
463
|
24
g6399041
22
486
|
25
g3077101
1343
1721
|
25
2552885T6
1025
1390
|
25
g2594419
1042
1432
|
25
g1647965
1086
1408
|
25
g4451382
1116
1433
|
25
3919118T8
1167
1620
|
25
g316154
1190
1474
|
25
g2958693
1358
1720
|
25
2902677H1
1204
1500
|
25
5821366H1
1235
1554
|
25
5819630H1
1235
1546
|
25
5816778H1
1235
1549
|
25
3640567H1
1374
1579
|
25
5814634H1
1235
1560
|
25
5817645H1
1235
1562
|
25
5822469H1
1234
1486
|
25
5813545H1
1235
1493
|
25
5812917H1
1235
1509
|
25
5818829H1
1235
1458
|
25
5817650H1
1235
1402
|
25
g4295078
1242
1433
|
25
g5934094
1284
1720
|
25
g5741261
1288
1723
|
25
2463542T6
1288
1769
|
25
g1982163
1341
1571
|
25
2655535F7
226
649
|
25
2655535F6
226
655
|
25
6887246J1
370
475
|
25
6887246H1
379
482
|
25
1902994H1
381
630
|
25
4096762H1
416
721
|
25
4510286H1
455
705
|
25
007733H1
530
799
|
25
5910362H1
646
948
|
25
2857263H1
653
766
|
25
2857263F6
653
1118
|
25
6212439H1
655
938
|
25
2869957H1
667
946
|
25
2869957F6
667
1228
|
25
g942739
676
955
|
25
g1477126
687
1120
|
25
g1527541
687
1069
|
25
g969342
687
806
|
25
g2184408
725
1175
|
25
5307452H1
767
1019
|
25
2655535T6
768
1384
|
25
6518401H1
806
1348
|
25
3919118F8
847
1404
|
25
2869957T6
850
1394
|
25
g2037747
890
1199
|
25
6321277H1
969
1213
|
25
2463542F6
969
1516
|
25
2463542H1
969
1188
|
25
552697H1
979
1207
|
25
6815232H1
996
1477
|
25
3484912H1
1007
1342
|
25
7040095H1
1020
1549
|
25
6743438H1
1
343
|
25
5959701H1
1
541
|
25
7199644H1
39
460
|
25
3801333H1
46
327
|
25
6146685H1
131
608
|
25
3021452H1
203
499
|
25
2655535H1
226
520
|
25
g867230
2483
2783
|
25
g1477035
2519
2783
|
25
6158466H1
2530
2692
|
25
646057H1
2530
2784
|
25
3535428H1
2550
2782
|
25
g1479354
2562
2781
|
25
g3095823
2573
2706
|
25
2878073H1
2577
2784
|
25
g944173
2582
2679
|
25
3702759H1
2594
2782
|
25
g5325988
2594
2782
|
25
g969343
2630
2782
|
25
2043940H1
2651
2782
|
25
661586H1
2658
2813
|
25
5056769H1
2702
2789
|
25
6332343H1
1960
2520
|
25
5327933H1
1964
2225
|
25
g3658839
1983
2394
|
25
g39274l4
1988
2423
|
25
5275308H1
2005
2238
|
25
2673389H1
2047
2295
|
25
g274328
2457
2782
|
25
7237473H1
2048
2569
|
25
5333974H1
2054
2302
|
25
1982603H1
2091
2315
|
25
2044369H1
2192
2427
|
25
g4196655
2192
2327
|
25
4726834H1
2192
2469
|
25
1772731H1
2244
2461
|
25
4266001H1
2279
2468
|
25
4730142H1
2304
2558
|
25
g2555947
2309
2616
|
25
840781H1
2310
2582
|
25
4492313H1
2310
2757
|
25
4593969H1
2310
2579
|
25
4492214H1
2315
2782
|
25
g5109339
2326
2784
|
25
613645H1
2337
2571
|
25
2132842H1
2376
2617
|
25
g4073710
2384
2785
|
25
g1527498
2413
2783
|
25
g2184179
2453
2785
|
25
2721848H1
2456
2707
|
25
2637714H1
2456
2709
|
25
g2569732
1382
1794
|
25
3042074H1
1471
1786
|
25
4714518H1
1907
1991
|
25
4261452H1
1474
1733
|
25
2773951H1
1488
1742
|
25
g3050704
1508
1703
|
25
6023537H1
1527
1763
|
25
2653867H1
1534
1820
|
25
g4522739
1927
2326
|
25
g3960542
1580
1841
|
25
g1119058
1591
1716
|
25
6411539H1
1616
2116
|
25
g5369593
1952
2423
|
25
2097957H1
1626
1902
|
25
3769037H1
1634
1888
|
25
3509114H1
1638
1908
|
25
3927329H1
1656
1922
|
25
2593752H1
1679
1869
|
25
g1981200
1681
1968
|
25
1683135H1
1757
1897
|
25
5832853H1
1792
2069
|
25
806178H1
1796
2022
|
25
3558496H1
1804
2073
|
25
2795155H1
1843
2089
|
25
1982603R6
1867
2315
|
25
2876519H1
1883
2138
|
25
g3804453
1895
2327
|
25
g5812417
1896
2308
|
25
5563230H1
1959
2187
|
26
3719577H1
1538
1698
|
26
g2166727
1572
1672
|
26
g1259102
2007
2205
|
26
693434H1
2012
2270
|
26
6021316H1
2013
2538
|
26
2605880H1
2014
2246
|
26
2605880F6
2014
2595
|
26
4132607F6
1614
2100
|
26
g2166556
1633
1729
|
26
g2013024
1983
2258
|
26
g1321421
2014
2246
|
26
1258355F6
2015
2225
|
26
1258355F1
2015
2511
|
26
1258355H1
2015
2216
|
26
4584658H1
2019
2164
|
26
2211736H1
2025
2282
|
26
2956194H1
2026
2103
|
26
5853223H1
2026
2227
|
26
3597053H1
1993
2297
|
26
6718635H1
2026
2279
|
26
4728680H1
2026
2159
|
26
3210462H1
2026
2225
|
26
g707728
2026
2234
|
26
g727700
2038
2283
|
26
2228104H1
2043
2111
|
26
3597053F7
1997
2600
|
26
2839674H2
2043
2159
|
26
2932162H1
2043
2135
|
26
6096855H1
2043
2204
|
26
3717718H1
2043
2155
|
26
g1294859
2046
2640
|
26
3448635H1
2048
2289
|
26
3900947R8
2055
2678
|
26
2814661H1
1998
2286
|
26
3901994H1
2055
2321
|
26
2604117H1
2069
2314
|
26
4538547H1
2069
2325
|
26
g789232
2070
2294
|
26
g1677967
2093
2316
|
26
g1783925
2101
2388
|
26
g4690089
2125
2583
|
26
g4685239
2125
2332
|
26
g858499
2138
2459
|
26
5725860H2
2176
2244
|
26
123421H1
2177
2318
|
26
g777923
2177
2289
|
26
g789198
2203
2454
|
26
g781495
2204
2455
|
26
2667384H1
2205
2433
|
26
g1697403
2230
2531
|
26
g3933029
2237
2737
|
26
2939915H1
2235
2393
|
26
4643005H1
2235
2484
|
26
4704174F9
1
569
|
26
3122989H1
273
555
|
26
4704174H1
322
569
|
26
4777379H1
348
606
|
26
2834749F6
405
694
|
26
2834749H1
420
694
|
26
5911946H1
436
722
|
26
4721035H1
446
695
|
26
1601324H1
453
599
|
26
g4876168
456
887
|
26
5372175H1
456
681
|
26
1992918H1
466
560
|
26
2782119H1
516
746
|
26
g1628776
669
1024
|
26
6256994H1
670
928
|
26
g1312588
674
886
|
26
2101267H1
697
941
|
26
g1948843
762
1091
|
26
7076736H1
791
1279
|
26
2135134F6
816
1213
|
26
2135134H1
816
1077
|
26
2792758H1
907
1221
|
26
5151110H1
1175
1353
|
26
6529106H1
1196
1624
|
26
3136230H1
1206
1482
|
26
3136230F6
1206
1635
|
26
7041019H1
1218
1660
|
26
178010H1
1249
1493
|
26
4109878H1
1348
1617
|
26
2135134T6
1388
1727
|
26
g434268
1404
1671
|
26
2809378T6
1477
1727
|
26
g707734
1513
1698
|
26
2900195H1
1510
1714
|
26
7088770H1
2241
2784
|
26
2688875H1
2289
2543
|
26
g1688483
2301
2695
|
26
3126776H1
2302
2574
|
26
4132607T6
2348
2933
|
26
3900947T8
2378
2822
|
26
g3924091
2375
2772
|
26
764214H1
2380
2661
|
26
g1697306
2396
2775
|
26
g5589502
2398
2775
|
26
g2210147
2404
2787
|
26
2900195T6
2417
2907
|
26
1262991R1
2417
2917
|
26
1262991H1
2417
2655
|
26
4978404H1
2446
2697
|
26
4508011H1
2457
2720
|
26
3735710H1
2461
2698
|
26
6217351H1
2472
2933
|
26
g2524340
2476
2948
|
26
2117643T6
2489
2846
|
26
g3645213
2494
2955
|
26
g4372648
2495
2775
|
26
g3596913
2496
2958
|
26
g4372672
2500
2951
|
26
g3674408
2514
2955
|
26
g4310744
2515
2963
|
26
723560H1
2516
2722
|
26
g3595253
2521
2964
|
26
g2525244
2522
2770
|
26
4160050T6
2527
2934
|
26
g4665502
2536
2964
|
26
2743458H1
2544
2802
|
26
2738862H1
2544
2790
|
26
2743458F7
2544
2949
|
26
g5637396
2548
2955
|
26
g3432798
2549
2950
|
26
g5369924
2550
2979
|
26
g4310271
2552
2949
|
26
g3841661
2554
2953
|
26
g4888429
2557
2949
|
26
4620145H1
2558
2805
|
26
2605880T6
2563
2848
|
26
3207727H1
2565
2825
|
26
g1783745
2570
2949
|
26
g1677968
2571
2950
|
26
3980476H1
2573
2751
|
26
3966076H1
2572
2704
|
26
3966076F7
2572
2963
|
26
3966076T7
2572
2859
|
26
g5445604
2583
2959
|
26
6494640H1
2583
2945
|
26
g4622298
2586
2949
|
26
g6439089
2592
2960
|
26
1258355T6
2592
2910
|
26
g5540648
2607
2960
|
26
2273680H1
2614
2887
|
26
g4620011
2619
2949
|
26
1711022H1
2630
2844
|
26
6587024H1
2633
2749
|
26
1472231H1
2634
2836
|
26
1472231T1
2634
2906
|
26
5177089H1
2643
2915
|
26
1711022F7
2646
2964
|
26
g1860279
2645
2949
|
26
g3837895
2646
2958
|
26
g1644779
2650
2945
|
26
5645429H1
2650
2902
|
26
g858397
2651
2926
|
26
g4107761
2656
2949
|
26
g839957
2659
2950
|
26
g657066
2662
2963
|
26
g5325849
2682
2956
|
26
g727611
2687
2950
|
26
1413430H1
2685
2938
|
26
2887585H1
2686
2946
|
26
g1242496
2689
2949
|
26
1796886H1
2696
2945
|
26
g1688397
2697
2945
|
26
1711022T7
2706
2842
|
26
g2941734
2711
2965
|
26
3022288H1
2725
2949
|
26
g777818
2734
2959
|
26
g434265
2732
2949
|
26
g789233
2736
2941
|
26
g789199
2741
2954
|
26
g3144224
2745
2949
|
26
2737665H1
2751
2945
|
26
g4195279
2774
2953
|
26
4718419H1
2784
2980
|
26
g1948844
2803
2958
|
26
g2524323
2860
2949
|
26
g2106662
2878
2948
|
27
6506033H1
273
426
|
27
6506133H1
273
434
|
27
5742229H1
319
613
|
27
6334334H1
237
643
|
27
3388613F6
1
485
|
27
3388613H1
1
291
|
27
g1815060
33
488
|
27
6941841H1
79
525
|
28
5372512H1
1
156
|
28
3481951H1
1
300
|
28
086514H1
116
324
|
28
6773036J1
136
255
|
28
3228141H1
256
535
|
28
469821H1
427
664
|
28
4323062H1
454
579
|
28
g6131888
498
919
|
28
2997736H1
585
872
|
28
648674H1
723
978
|
28
g6474252
755
1175
|
28
2720552F6
824
1376
|
28
2720552H1
824
1055
|
28
3731554H1
848
1141
|
28
g1294839
880
1372
|
28
g1294842
880
1336
|
28
5837915H1
1008
1273
|
28
5598427H1
1063
1333
|
28
7060462H1
1093
1625
|
28
2925401H1
1115
1340
|
28
3147672H1
1212
1519
|
28
7353404H1
1216
1753
|
28
g2018589
1262
1572
|
28
5290315H1
1344
1593
|
28
2720552T6
1402
1736
|
28
g570734
1437
1695
|
28
999643H1
1449
1694
|
28
6805084J1
1475
1968
|
28
1631088F6
1521
1966
|
28
2092882H1
1521
1721
|
28
g1242302
1550
1775
|
28
g2955269
1564
1775
|
28
139470H1
1620
1736
|
28
2072462H1
1639
1906
|
28
4286166H1
1641
1911
|
28
g1242305
1660
1775
|
28
085524H1
1714
1911
|
28
g1210407
1752
1950
|
28
g1196175
1753
1950
|
28
4287958H1
1768
1911
|
28
1631088H1
1789
1966
|
29
g5446946
632
897
|
29
g3075841
221
576
|
29
g2767512
248
577
|
29
g2818989
248
593
|
29
3394790H1
353
636
|
29
g2901002
453
708
|
29
804254H1
569
849
|
29
2906845H1
1
78
|
29
2741409T6
1
548
|
29
2741409F6
7
488
|
29
2741409H1
7
269
|
29
658133H1
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|
31
4257159F7
1340
1952
|
31
4257159H1
1340
1514
|
31
6879724H1
1358
1902
|
31
6779454J1
1374
1931
|
31
70047152V1
1374
1888
|
31
7284681H1
1382
1855
|
31
70680875V1
1399
1941
|
31
g2224530
1461
8904
|
31
5546278T8
1485
2054
|
31
2013142T6
1492
2039
|
31
70047143V1
1501
1932
|
31
70704799V1
1537
1725
|
31
6842915H1
1547
2041
|
31
5680223H1
1582
1832
|
31
g4533055
1617
2079
|
31
g5512485
1621
2079
|
31
7282247H1
1629
2142
|
31
g4568745
1637
2079
|
31
g317862
1662
2037
|
31
g3039050
1670
2078
|
31
4257159T7
1676
2261
|
31
3520727R6
1685
2079
|
31
3520727T6
1685
2020
|
31
3520727H1
1685
1970
|
31
70689194V1
1689
1909
|
31
4527468H1
1728
1976
|
31
1518525T6
1744
2324
|
31
g848911
1748
2062
|
31
g897000
1748
2092
|
31
g846844
1748
1979
|
31
5948631H1
1767
2077
|
31
4947717H1
1816
2060
|
31
g4328051
1836
2079
|
31
1407176T6
1887
2312
|
31
g6397504
1899
2369
|
31
g2675405
1913
2390
|
31
1904789T6
1914
2329
|
31
70686880V1
1918
2138
|
31
6879724J1
1922
2510
|
31
1904789H1
1921
2184
|
31
1904789F6
1921
2366
|
31
g4312534
1952
2364
|
31
6955654H1
1972
2379
|
31
6880650J1
1978
2213
|
31
5498289H1
1990
2241
|
31
g4534624
1991
2369
|
32
3427795F6
1
425
|
32
3427795H1
1
125
|
32
6413185H1
1
199
|
32
2798241F6
4
507
|
32
2798241H1
4
190
|
32
g1063751
13
303
|
32
890219H1
20
279
|
32
4755289H1
60
323
|
32
6908205J1
358
968
|
32
g1064447
401
679
|
32
6744456H1
421
990
|
32
7100413H1
477
1038
|
32
3074435H1
562
828
|
32
3894976H1
626
934
|
32
3894976F6
633
1124
|
32
182014H1
678
871
|
32
5374989H1
761
997
|
32
3990437H1
826
1119
|
32
4073773H1
832
1124
|
32
4073881F6
832
1310
|
32
4073773F6
832
1251
|
32
4073249H1
832
1045
|
32
g3803176
860
1322
|
32
g3016772
860
1149
|
32
g3677768
860
1186
|
32
6570162H1
907
1178
|
32
6265054H1
907
1175
|
32
6264218H1
907
1175
|
32
g4532299
979
1419
|
32
6586921H1
1010
1531
|
32
5331958H1
1030
1159
|
32
g5112058
1065
1520
|
32
g2100884
1065
1539
|
32
5565058H1
1065
1297
|
32
6563309H1
1225
1789
|
32
6563209H1
1225
1773
|
32
g3174367
1230
1354
|
32
6563509H1
1264
1773
|
32
2798241T6
1278
1780
|
32
4073773T6
1314
1782
|
32
1003401H1
1326
1569
|
32
3894976T6
1329
1780
|
32
g2101001
1364
1680
|
32
6342025H1
1412
1818
|
32
g5593969
1422
1818
|
32
g2357643
1509
1825
|
32
g822002
1552
1825
|
32
6322537H1
1570
1816
|
33
1634654H1
1610
1839
|
33
60117794D3
1
562
|
33
60117794D1
1
460
|
33
70158065V1
1
384
|
33
g4309459
2
310
|
33
60211518U1
18
510
|
33
60211520U1
18
304
|
33
777324R6
60
552
|
33
777324H1
60
303
|
33
70159276V1
75
428
|
33
60211517U1
85
162
|
33
961319H1
87
308
|
33
961184T1
87
271
|
33
2275142H1
96
359
|
33
70160733V1
113
620
|
33
5085664H1
131
306
|
33
70157316V1
168
682
|
33
70159504V1
185
551
|
33
70159696V1
185
655
|
33
564074H1
223
436
|
33
70159471V1
309
826
|
33
g1147353
351
769
|
33
60211524U1
377
847
|
33
70159585V1
380
935
|
33
g1148991
452
799
|
33
1561109F6
518
999
|
33
1561109H1
518
734
|
33
70158015V1
522
1007
|
33
70161128V1
578
1105
|
33
60211519U1
586
1130
|
33
3807313H1
607
849
|
33
70455557V1
618
1130
|
33
70157813V1
629
1216
|
33
70159960V1
636
1144
|
33
3495050H1
646
942
|
33
70277446V1
656
941
|
33
60211521U1
658
1131
|
33
689505H1
669
909
|
33
70159857V1
700
1193
|
33
70272966V1
727
1249
|
33
2132279R6
753
1363
|
33
2132279H1
753
1001
|
33
70157717V1
762
1216
|
33
70157909V1
773
1216
|
33
70456567V1
795
1370
|
33
4741196H1
828
1088
|
33
4588447H1
828
994
|
33
71191743V1
832
1483
|
33
71189175V1
837
1294
|
33
70457596V1
863
1238
|
33
70456909V1
882
1428
|
33
71191729V1
881
1404
|
33
1580127H1
886
1072
|
33
70457420V1
915
1479
|
33
1600238H1
928
1161
|
33
70454132V1
949
1490
|
33
70454972V1
949
1611
|
33
70455589V1
954
1447
|
33
1563424H1
958
1224
|
33
4106652H1
984
1142
|
33
70158516V1
988
1257
|
33
4959017H1
990
1264
|
33
71188204V1
994
1446
|
33
60211523U1
1037
1544
|
33
70454512V1
1039
1519
|
33
70454364V1
1051
1604
|
33
70454390V1
1051
1603
|
33
70456889V1
1070
1701
|
33
70452566V1
1097
1581
|
33
71190479V1
1107
1395
|
33
70272589V1
1127
1424
|
33
70456244V1
1127
1681
|
33
g2183587
1145
1416
|
33
3088034H1
1157
1443
|
33
70456004V1
1169
1806
|
33
3245093H1
1179
1437
|
33
70159879V1
1196
1700
|
33
6034154H1
1199
1788
|
33
70159176V1
1226
1777
|
33
g1886430
1247
1678
|
33
71128906V1
1247
1507
|
33
71188432V1
1254
1589
|
33
71191660V1
1255
1810
|
33
1662925F6
1290
1775
|
33
1663527F6
1290
1621
|
33
1663527H1
1290
1524
|
33
1662925H1
1290
1411
|
33
5658206H1
1301
1535
|
33
70457670V1
1313
1838
|
33
g2902092
1320
1660
|
33
70455019V1
1343
1884
|
33
70454189V1
1351
1752
|
33
70455783V1
1376
1882
|
33
777324T6
1381
2019
|
33
70456596V1
1407
2011
|
33
3987203H1
1406
1705
|
33
70157664V1
1410
1852
|
33
2132279T6
1411
2028
|
33
g761771
1447
1605
|
33
2148914H1
1468
1724
|
33
60117794B1
1486
2036
|
33
g2882479
1488
1831
|
33
5434158H1
1500
1741
|
33
1354153H1
1503
1772
|
33
714828H1
1536
1699
|
33
70277464V1
1544
1934
|
33
910569H1
1543
1843
|
33
2276506R6
1548
2003
|
33
2276506H1
1548
1658
|
33
70160695V1
1558
2009
|
33
70273430V1
1578
2068
|
33
60117794B2
1581
2055
|
33
6321907H1
1597
1884
|
33
2276506T6
1599
2026
|
33
70158895V1
1606
2066
|
33
70454932V1
1651
2061
|
33
1561109T6
1647
2029
|
33
g3173670
1668
2072
|
33
g2718341
1670
2067
|
33
506569H1
1707
1938
|
33
g6029335
1710
2067
|
33
g5366970
1765
2074
|
33
70457179V1
1781
1980
|
33
g5444610
1790
2067
|
33
g2554086
1793
2052
|
33
1638111F6
1809
2198
|
33
71156557V1
1820
1960
|
33
g765481
1866
2070
|
33
g2742608
1869
2074
|
33
g3679767
1900
2198
|
33
g6197210
1917
2072
|
33
g3805642
1940
2070
|
33
g2368950
1945
2069
|
33
g2183586
1957
2020
|
33
g2541498
1994
2067
|
33
1638111H1
1999
2198
|
33
2756125H1
2094
2198
|
33
1635764H1
2099
2198
|
33
1632232H1
1610
1822
|
33
g6200220
1636
2068
|
34
5804093H1
1
177
|
34
2684902H1
8
257
|
34
5833363H1
27
136
|
34
g3280141
29
431
|
34
4203938H1
100
374
|
34
2563955H1
179
402
|
35
70408909D1
1832
2372
|
35
70403746D1
1839
2338
|
35
70403011D1
1835
2338
|
35
70401407D1
1845
2338
|
35
70401227D1
1839
2339
|
35
70402036D1
1840
2338
|
35
70409006D1
1848
2338
|
35
70408788D1
1854
2338
|
35
70403814D1
1854
2338
|
35
70408844D1
1865
2338
|
35
70409308D1
1865
2337
|
35
70403074D1
1869
2338
|
35
70400541D1
1870
2338
|
35
70409808D1
1872
2337
|
35
70401172D1
1879
2338
|
35
70401503D1
1883
2338
|
35
70408973D1
1899
2338
|
35
70401272D1
1906
2338
|
35
70409425D1
1903
2338
|
35
70401367D1
1909
2338
|
35
70402747D1
1908
2338
|
35
70408459D1
1908
2338
|
35
70409112D1
1911
2427
|
35
70401329D1
1910
2427
|
35
70402712D1
1917
2338
|
35
70408374D1
1919
2338
|
35
70403748D1
1923
2338
|
35
70400493D1
1925
2338
|
35
3021378H1
1931
2239
|
35
70400784D1
1935
2338
|
35
70410219D1
1938
2338
|
35
70403042D1
1941
2338
|
35
70401079D1
1942
2338
|
35
70409409D1
1942
2337
|
35
70403961D1
1943
2338
|
35
70409163D1
1947
2427
|
35
70402796D1
1950
2338
|
35
3700809H1
1951
2251
|
35
70402339D1
1963
2338
|
35
3475377H1
1965
2116
|
35
5640458H1
1965
2103
|
35
70400757D1
1967
2338
|
35
70403528D1
1969
2338
|
35
70403542D1
1974
2426
|
35
70408826D1
1978
2337
|
35
70400431D1
1993
2654
|
35
70403190D1
1999
2427
|
35
70408542D1
2001
2337
|
35
70410141D1
2005
2338
|
35
70401284D1
2002
2338
|
35
71220096V1
2021
2742
|
35
7262840H1
2031
2527
|
35
3277490H1
2025
2282
|
35
4806444H1
2027
2305
|
35
5464475H1
2039
2303
|
35
70410172D1
2029
2427
|
35
4725604H1
2044
2327
|
35
g1010563
2062
2431
|
35
2744790H1
2075
2336
|
35
g1766452
2086
2417
|
35
70401307D1
2099
2441
|
35
6507755H1
2109
2637
|
35
70831953V1
2115
2668
|
35
3987571H1
2119
2384
|
35
70401747D1
2124
2360
|
35
3426754H1
2130
2401
|
35
485095H1
2143
2396
|
35
3492396H1
2150
2434
|
35
3931556H1
2156
2448
|
35
3930720H1
2156
2466
|
35
3934202H1
2158
2442
|
35
4889738H1
2172
2465
|
35
4906569H2
2195
2471
|
35
7272031H1
2200
2720
|
35
71219448V1
2202
2828
|
35
5468686H1
2207
2384
|
35
4914352H1
2208
2502
|
35
g1636142
2209
2466
|
35
6160218H1
2219
2480
|
35
3873766H1
2234
2528
|
35
70403069D1
2234
2337
|
35
5425426H1
2245
2514
|
35
3643322H1
2257
2528
|
35
2123362F6
2257
2701
|
35
2123362H1
2257
2585
|
35
033931H1
2257
2335
|
35
4615229H1
2260
2522
|
35
3212960H1
2260
2557
|
35
6729709H1
2268
2832
|
35
2821789H1
2283
2592
|
35
6815772J1
2289
2737
|
35
6815772H1
2289
2738
|
35
4199572H1
2313
2480
|
35
2795091H1
2323
2571
|
35
1389192H1
2325
2575
|
35
g1628772
2328
2690
|
35
70403666D1
2340
2804
|
35
2501716H1
2341
2567
|
35
3562675H1
2344
2655
|
35
3229405H1
2346
2449
|
35
4807968H1
2346
2604
|
35
2207651H1
2350
2546
|
35
5921344H1
2352
2625
|
35
6553789H1
2361
2831
|
35
3370548H1
2359
2635
|
35
6553802H1
2361
2837
|
35
5203637H1
2361
2624
|
35
2360538H1
2370
2620
|
35
5512063H1
2374
2618
|
35
466927H1
2384
2614
|
35
2867737H1
2404
2706
|
35
5022887H1
2406
2691
|
35
6361886H1
2430
2806
|
35
1750069H1
2444
2698
|
35
70409940D1
2447
2654
|
35
1459993H1
2451
2698
|
35
1591570H1
2457
2667
|
35
70400763D1
2458
2659
|
35
70402011D1
1804
2338
|
35
70402022D1
1804
2338
|
35
70401984D1
1804
2338
|
35
70403362D1
1804
2344
|
35
70409507D1
1803
2338
|
35
70400560D1
1803
2337
|
35
70408612D1
1803
2338
|
35
70408741D1
1803
2338
|
35
70403513D1
1803
2321
|
35
70409234D1
1803
2338
|
35
70409561D1
1803
2336
|
35
70402084D1
1803
2304
|
35
70402132D1
1803
2338
|
35
70404004D1
1803
2338
|
35
70402821D1
1803
2337
|
35
70403962D1
1803
2295
|
35
70402206D1
1803
2338
|
35
70409421D1
1804
2338
|
35
70402038D1
1803
2304
|
35
70403722D1
1803
2277
|
35
70410122D1
1803
2338
|
35
70408553D1
1803
2296
|
35
70401060D1
1803
2304
|
35
70409920D1
1805
2338
|
35
70409860D1
1803
2266
|
35
70409739D1
1803
2336
|
35
70402741D1
1803
2324
|
35
70403761D1
1803
2338
|
35
70401941D1
1803
2337
|
35
70402900D1
1803
2251
|
35
70403535D1
1803
2252
|
35
70401221D1
1803
2241
|
35
70402260D1
1803
2238
|
35
70402886D1
1803
2251
|
35
70403149D1
1803
2277
|
35
70409015D1
1803
2254
|
35
70403254D1
1803
2226
|
35
70401797D1
1803
2338
|
35
70401877D1
1803
2194
|
35
70402928D1
1803
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678
1129
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677
1129
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39
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1073
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1352
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1077
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683
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1092
1586
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39
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1092
1582
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1093
1593
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39
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1106
1546
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1130
1318
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1193
1586
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39
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1234
1565
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1353
1582
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39
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1377
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1378
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1378
1594
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1483
1542
|
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1
251
|
40
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11
258
|
40
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30
603
|
40
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280
873
|
40
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530
761
|
40
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552
616
|
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561
931
|
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561
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|
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684
950
|
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690
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781
1038
|
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856
1174
|
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856
1137
|
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|
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888
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|
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1213
|
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956
1186
|
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1219
|
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1272
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1019
1579
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1672
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40
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1207
1605
|
40
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1218
1777
|
40
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1605
|
40
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1415
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|
40
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1548
1834
|
40
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1561
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|
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1604
1981
|
40
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1607
1980
|
40
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1697
2000
|
40
5664383H1
1797
2028
|
40
3738019T6
1943
2138
|
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1
144
|
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1
209
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1
293
|
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10
156
|
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12
110
|
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32
334
|
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32
521
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51
636
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149
655
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149
624
|
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278
437
|
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587
870
|
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587
999
|
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905
1109
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1183
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1156
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1345
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3885
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3729
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4357
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4376
4640
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42
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1
519
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8
525
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42
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89
573
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42
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270
750
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42
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405
575
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42
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629
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42
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735
1178
|
42
1723245H1
735
947
|
42
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768
1332
|
42
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786
1130
|
42
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1493
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42
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878
1539
|
42
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917
1169
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42
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1536
|
42
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1033
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42
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1163
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42
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1125
1572
|
42
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1125
1359
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42
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42
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42
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1462
|
42
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1307
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|
42
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1350
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|
42
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1374
1520
|
42
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1955
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42
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|
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42
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1628
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1391
1868
|
42
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|
42
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1547
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|
42
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1596
2108
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42
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1612
1856
|
42
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1636
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|
42
2210403T6
1636
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42
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1674
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|
42
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1938
|
42
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1701
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|
42
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2147
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42
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|
42
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1815
2150
|
42
3243872F6
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2227
|
42
3243872H1
1850
2046
|
42
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|
42
3899958H1
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2225
|
42
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1960
2272
|
42
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1960
2263
|
42
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2058
2334
|
42
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2065
2361
|
42
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2065
2323
|
42
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2131
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|
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2191
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2203
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|
42
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2218
2734
|
42
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2218
2518
|
42
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2218
2483
|
42
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2218
2466
|
42
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2232
2513
|
42
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2231
2492
|
42
2531619H1
2243
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|
42
2493928H1
2244
2566
|
42
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2247
2699
|
42
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2247
2638
|
42
1835162H1
2247
2491
|
42
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2255
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|
42
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2280
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|
42
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2356
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|
42
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|
42
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42
6991132H1
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|
42
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|
42
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|
42
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2629
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|
42
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|
42
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|
42
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|
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42
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42
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|
42
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42
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42
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42
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42
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42
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|
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42
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|
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|
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|
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|
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|
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|
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|
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3863
|
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1
578
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1
675
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225
828
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251
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257
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261
801
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261
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295
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297
876
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310
579
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320
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329
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329
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|
43
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336
624
|
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339
654
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346
611
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43
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360
607
|
43
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389
662
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43
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390
928
|
43
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390
693
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389
615
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408
585
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410
722
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413
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|
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434
773
|
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434
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443
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442
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447
647
|
43
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447
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448
662
|
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473
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481
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739
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832
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758
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505
905
|
43
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517
785
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43
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519
708
|
43
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527
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|
43
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530
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|
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529
711
|
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530
775
|
43
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530
762
|
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536
795
|
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539
1216
|
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538
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43
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545
792
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585
868
|
43
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586
867
|
43
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600
863
|
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600
854
|
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600
854
|
43
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601
830
|
43
6102879H1
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528
1239
|
49
7260572H1
1
542
|
49
2839721H2
23
287
|
49
2839721F6
77
411
|
49
4705119F8
77
655
|
49
4705119H1
77
277
|
49
3843861H1
193
497
|
49
4542028F8
230
721
|
49
4542028H1
229
502
|
49
7337215H1
396
581
|
49
5727315H1
491
1020
|
49
4880713H1
564
798
|
49
2843763H1
603
866
|
49
3097805H1
670
819
|
49
4631337F6
678
737
|
49
4631337H1
679
753
|
49
1971904H1
712
971
|
49
1971904F6
712
1114
|
49
g3989039
765
832
|
49
g4004553
765
832
|
49
732931H1
765
972
|
49
2235515T6
807
1469
|
49
1514627T6
814
1176
|
49
4080269H1
870
1146
|
49
6832335H1
897
1445
|
49
4116133H1
949
1215
|
49
2258867H1
950
1206
|
49
4492763H1
962
1540
|
49
1386487H1
1074
1292
|
49
4431852H1
1082
1334
|
49
3599043H1
1121
1403
|
49
1313052H1
1130
1364
|
49
4825915H1
1179
1465
|
49
1578741H1
1199
1411
|
49
6521182H1
1240
1806
|
49
5506584H1
1243
1449
|
49
3905468H1
1244
1490
|
49
5718792H1
1246
1761
|
49
2211706H1
1251
1517
|
49
g4523198
1435
1853
|
49
3818989F6
1449
1915
|
49
3818989H1
1449
1668
|
49
6942236H1
1467
2063
|
49
g2219561
1488
1811
|
49
g1712378
1488
1668
|
49
1974505F6
1535
1853
|
49
1974505H1
1535
1668
|
49
6978865H1
1547
1936
|
49
g1856293
1557
1943
|
49
6839538H1
1559
2161
|
49
6073945H1
1564
1765
|
49
g2537789
1605
1892
|
49
3818989T6
1753
2232
|
49
4631337T6
1759
2243
|
49
g4684927
1775
2271
|
49
2364406H1
1776
1931
|
49
g4188351
1787
2267
|
49
g3412954
1794
2267
|
49
g5590415
1794
2272
|
49
1974505T6
1795
2231
|
49
g3647432
1802
2269
|
49
g3330983
1815
2271
|
49
g4261154
1829
2269
|
49
1781695H1
1833
2127
|
49
1781695R6
1833
2266
|
49
g3932044
1843
2267
|
49
4243158H1
1857
2235
|
49
1514627F6
1888
2269
|
49
g3415551
1879
2269
|
49
g3108736
1910
2274
|
49
g1550011
1918
2269
|
49
g3921822
1920
2273
|
49
g4330608
1923
2269
|
49
g5630278
1926
2272
|
49
g2189478
1928
2260
|
49
g4073608
1929
2276
|
49
g4109783
1929
2271
|
49
g4392501
1929
2260
|
49
1971904T6
1930
2232
|
49
g1856294
1940
2269
|
49
g3095415
1941
2271
|
49
g5630271
1944
2272
|
49
546355H1
1961
2220
|
49
g3896543
1970
2269
|
49
1781695T6
1983
2229
|
49
g2219452
2007
2269
|
49
g6463319
2010
2273
|
49
g1722646
2038
2269
|
49
g5326403
2077
2269
|
49
652012H1
2089
2352
|
49
g3756725
2122
2272
|
49
1312172H1
2140
2324
|
49
1514627H1
2190
2269
|
50
2638422T6
1
140
|
50
2638422F6
1
373
|
50
6981422H1
7
572
|
50
g4148173
53
490
|
50
2638422H1
113
373
|
50
6768020J1
195
727
|
50
7359784H1
207
757
|
50
g6199167
365
749
|
50
5900048H1
409
699
|
50
6989532H1
559
1155
|
50
70803892V1
654
1303
|
50
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720
1318
|
50
70803809V1
835
1513
|
50
70804202V1
838
1520
|
50
70802115V1
859
1472
|
50
6307959H1
872
1397
|
50
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1070
1567
|
50
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1088
1463
|
50
70804898V1
1133
1715
|
50
70800978V1
1132
1618
|
50
70804775V1
1147
1612
|
50
7056347H1
1181
1581
|
50
70801141V1
1186
1827
|
50
70803370V1
1405
1947
|
50
70799868V1
1417
1961
|
50
70804130V1
1516
2035
|
50
g3162700
1645
1978
|
50
70805243V1
1687
2355
|
50
70804667V1
1765
2369
|
50
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1774
2372
|
50
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1850
2545
|
50
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1863
2516
|
50
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1885
2354
|
50
70804916V1
1896
2382
|
50
70799899V1
1936
2639
|
50
70803805V1
2003
2638
|
50
70801138V1
2037
2684
|
50
70801844V1
2074
2737
|
50
70803750V1
2156
2834
|
50
70802422V1
2157
2719
|
50
6854011H1
2187
2549
|
50
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2212
2605
|
50
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2204
2760
|
50
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2284
2822
|
50
6311222H1
2340
2883
|
50
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2430
3039
|
50
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2588
2975
|
50
70804594V1
2646
3250
|
50
70801808V1
2683
3255
|
50
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2688
3348
|
50
3462322F6
2749
3282
|
50
70803000V1
2775
3325
|
50
3462322H1
2963
3283
|
50
g2882851
3179
3525
|
50
7067268H1
3180
3742
|
50
5119843F6
3186
3640
|
50
6984347H1
3214
3705
|
50
5119843H1
3375
3640
|
50
g1874645
3618
4111
|
51
7228427H1
1
573
|
51
7091223H1
358
648
|
51
5996621H1
456
977
|
51
3784279H1
556
862
|
51
2858090F6
603
820
|
51
2858090H1
603
682
|
51
6756153H1
771
1318
|
51
5967687H1
773
1194
|
51
7101263H1
1029
1223
|
51
5972491H1
1076
1457
|
51
g317931
1290
1685
|
51
g317603
1313
1685
|
51
5877835F6
1348
1872
|
51
5877835H1
1348
1630
|
51
6756153J1
1704
2225
|
51
1806404F6
1823
2286
|
51
1806404H1
1823
2078
|
51
1806342H1
1823
2101
|
51
5877835T6
1912
2353
|
51
1806404T6
1926
2353
|
52
1284836F6
10
356
|
52
1284836H1
10
255
|
52
4831767H1
8
274
|
52
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11
180
|
52
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10
351
|
52
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18
504
|
52
3613968H1
43
353
|
52
70255782V1
710
1161
|
52
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2319
2959
|
52
3934733H1
2328
2628
|
52
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2349
2664
|
52
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2352
2883
|
52
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2387
2733
|
52
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2392
2906
|
52
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2402
2965
|
52
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2575
3130
|
52
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2584
2746
|
52
6571494H1
2608
3105
|
52
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2618
2974
|
52
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2652
3207
|
52
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2656
2912
|
52
g3898245
2680
3119
|
52
3737128F6
2701
3256
|
52
3737128H1
2701
3001
|
52
70694991V1
2719
3251
|
52
g2933892
2734
3208
|
52
70695524V1
2779
3272
|
52
70255499V1
1937
2215
|
52
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2787
3244
|
52
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2799
3015
|
52
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2806
3295
|
52
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2811
3295
|
52
70692751V1
2837
3295
|
52
70694835V1
2853
3313
|
52
g2821799
1953
2224
|
52
70257206V1
1975
2202
|
52
g3154360
2000
2215
|
52
70249502V1
2056
2215
|
52
70696280V1
2123
2801
|
52
3737128T6
2868
3297
|
52
g3645644
2896
3264
|
52
5175059H1
2901
3163
|
52
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2145
2215
|
52
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2910
3294
|
52
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2912
3295
|
52
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2152
2757
|
52
70693686V1
2952
3295
|
52
g4535021
3028
3301
|
52
1711081F6
2152
2641
|
52
70697119V1
2152
2630
|
52
70693270V1
2152
2608
|
52
70696536V1
2152
2729
|
52
70692071V1
2152
2630
|
52
1711081H1
2152
2385
|
52
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2193
2699
|
52
1854271H1
2311
2580
|
52
70255440V1
1097
1598
|
52
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1119
1647
|
52
70254806V1
1141
1680
|
52
2057866H1
1170
1417
|
52
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1204
1732
|
52
2348065F6
1277
1691
|
52
2348065H1
1277
1496
|
52
g1694359
1300
1481
|
52
6799978J1
1302
1898
|
52
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1339
1716
|
52
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1343
1523
|
52
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1351
1740
|
52
3856416H1
1357
1598
|
52
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1378
1879
|
52
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1394
1596
|
52
1322784H1
1427
1657
|
52
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1459
1963
|
52
6799978H1
1476
2078
|
52
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1481
1644
|
52
7007871H1
74
670
|
52
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87
505
|
52
6496939H1
102
663
|
52
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695
1099
|
52
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121
517
|
52
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704
1215
|
52
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135
301
|
52
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135
301
|
52
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165
301
|
52
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170
520
|
52
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182
663
|
52
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186
718
|
52
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207
662
|
52
6575878H1
231
787
|
52
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231
747
|
52
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238
771
|
52
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277
800
|
52
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384
687
|
52
5097321F6
390
883
|
52
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390
657
|
52
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404
684
|
52
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418
757
|
52
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515
677
|
52
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516
759
|
52
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525
996
|
52
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541
1010
|
52
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555
646
|
52
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558
889
|
52
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561
888
|
52
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582
873
|
52
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665
1255
|
52
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680
937
|
52
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1
443
|
52
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1
545
|
52
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1
536
|
52
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1
545
|
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1
500
|
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1
438
|
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1
441
|
52
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1
395
|
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1
341
|
52
2640403H1
1
250
|
52
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1
257
|
52
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1
207
|
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1
218
|
52
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1
129
|
52
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1
458
|
52
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8
517
|
52
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7
417
|
52
4830790H1
854
1092
|
52
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879
1376
|
52
4999054H1
896
1140
|
52
4999939H2
910
1196
|
52
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912
1079
|
52
g1525795
981
1309
|
52
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1009
1544
|
52
3616714H1
1011
1327
|
52
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1046
1393
|
52
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1064
1516
|
52
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1078
1548
|
52
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1077
1499
|
52
4513535H1
756
1022
|
52
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769
1215
|
52
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780
1277
|
52
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805
1219
|
52
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813
1400
|
52
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815
1027
|
52
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834
1228
|
52
2640465T6
834
1360
|
52
g1525794
844
1078
|
52
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851
1020
|
52
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42
594
|
52
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42
575
|
52
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48
269
|
52
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49
438
|
52
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53
635
|
52
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54
503
|
52
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57
594
|
52
5317447H1
1845
2072
|
52
5315839H1
1845
1988
|
52
3727579T1
1851
2179
|
52
g3070073
1873
2179
|
52
70255218V1
1540
2114
|
52
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1596
1780
|
52
1284836T6
1607
2170
|
52
3727547H1
1615
1913
|
52
5095010H1
1615
1891
|
52
70255952V1
1645
2175
|
52
5097869H1
1645
1892
|
52
7344776H1
1680
2203
|
52
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1737
2099
|
52
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1742
2215
|
52
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1743
1851
|
52
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1751
1924
|
52
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1752
1925
|
52
2348065T6
1755
2187
|
52
70254831V1
1756
2215
|
52
5002821H1
1757
2001
|
52
70256296V1
1762
2215
|
52
6783161H1
1766
2374
|
52
70249593V1
1789
1980
|
52
5095212H1
1791
2023
|
52
5867448H1
1794
2079
|
52
70257289V1
1818
2014
|
52
5317679H1
1845
2082
|
53
2836841H1
1
268
|
53
6552443H1
18
593
|
53
6914654J1
187
694
|
53
2928638H1
280
548
|
53
3278811F6
367
979
|
53
2137575F6
383
773
|
53
2137575H1
383
643
|
53
6914654H1
411
921
|
53
4008767H1
413
687
|
53
041252H1
446
640
|
53
1537441H1
532
777
|
53
2829631T7
652
1120
|
53
2502234H1
674
921
|
53
3278811T6
716
965
|
53
4957707H1
760
932
|
53
6768050J1
779
1398
|
53
6768050H1
860
1424
|
53
4775909H1
911
1113
|
53
4147184H1
1023
1259
|
53
6757024H1
1051
1701
|
53
2441247H1
1284
1514
|
53
6757024J1
1368
1874
|
53
1400881H1
1376
1605
|
53
1401450F6
1376
1884
|
53
1401450H1
1376
1621
|
53
3556941H1
1546
1834
|
54
g3405927
1
245
|
54
4061048T8
1
543
|
54
5961372H1
217
755
|
55
6595513H2
1
455
|
55
g3237891
1
431
|
55
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1
383
|
55
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1
313
|
55
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1
468
|
55
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10
209
|
55
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13
578
|
55
71219243V1
13
540
|
55
4906280F6
13
523
|
55
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13
476
|
55
4906280H2
13
256
|
55
g680955
14
384
|
55
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13
105
|
55
7339618H1
35
589
|
55
5970464H1
50
599
|
55
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72
632
|
55
6772419J1
93
664
|
55
71220574V1
156
731
|
55
g2433743
185
324
|
55
072410H1
202
432
|
55
g1441845
234
323
|
55
71220458V1
256
858
|
55
71220313V1
258
856
|
55
2897226F6
308
762
|
55
g1406525
312
723
|
55
2897226H1
310
585
|
55
3903661H1
326
619
|
55
2897226T6
341
869
|
55
5280549H1
418
688
|
55
7164092H1
442
978
|
55
71219526V1
554
1144
|
55
g5527320
587
981
|
55
71219762V1
614
1143
|
55
71219779V1
691
849
|
55
6618366J2
702
1289
|
55
1479279F6
837
1300
|
55
1479279H1
837
1005
|
55
71220581V1
879
1134
|
55
1648685H1
895
1132
|
55
4631458H1
912
1183
|
55
2733185H1
990
1256
|
55
g2111602
998
1417
|
55
g685314
1017
1332
|
55
1721129F6
1104
1449
|
55
1721129H1
1104
1300
|
55
5742466H1
1118
1413
|
55
3902467H1
1118
1398
|
55
3902459H1
1118
1371
|
55
6918681H1
1176
1725
|
55
762794R1
1211
1711
|
55
762794F1
1221
1711
|
55
762794H1
1222
1451
|
55
7099404H1
1272
1774
|
55
6818682H1
1320
1676
|
55
70831777V1
1325
1840
|
55
2767081H1
1674
1918
|
55
5633412R8
1703
1788
|
55
6988282H1
1716
2079
|
55
5675457H1
1736
2001
|
55
1621977H1
1746
1826
|
55
g6476364
1821
2213
|
55
g1146532
1850
2203
|
55
5966829H1
1871
2436
|
55
1721129T6
1893
2173
|
55
7236449H1
2047
2275
|
55
6825137H1
2074
2522
|
55
656980H1
2237
2477
|
56
70563822V1
1350
1929
|
56
6140441H1
1312
1552
|
56
70674104V1
1320
1499
|
56
70567008V1
1333
1494
|
56
g882792
2005
2419
|
56
g6047387
729
1139
|
56
g3033883
803
1144
|
56
g4111129
828
1047
|
56
g2397417
733
1106
|
56
g2690499
829
1097
|
56
g2620172
734
1066
|
56
g1187613
797
982
|
56
g5741320
737
1193
|
56
g3765855
737
1063
|
56
g6142132
833
1040
|
56
g3770103
842
1154
|
56
g6462630
796
965
|
56
70666243V1
781
1320
|
56
70669273V1
737
1186
|
56
4590906H1
799
983
|
56
344501H1
740
1113
|
56
5464077H1
770
1030
|
56
1989939H1
775
1044
|
56
2342785T6
795
1371
|
56
70564198V1
779
1223
|
56
588426T6
771
1207
|
56
5096743H1
881
1110
|
56
70566592V1
819
1438
|
56
70668498V1
855
1353
|
56
2653741H1
840
1122
|
56
g1962977
845
1314
|
56
588426R6
842
1207
|
56
6803050H1
887
1254
|
56
1297330T6
931
1073
|
56
70567006V1
903
1458
|
56
70562861V1
917
1563
|
56
4408168H1
1000
1255
|
56
70564258V1
942
1569
|
56
4083330H1
1008
1286
|
56
70662295V1
965
1066
|
56
70662354V1
1055
1155
|
56
70562675V1
982
1511
|
56
588426H1
1048
1279
|
56
5620393R8
1017
1245
|
56
70564166V1
1034
1599
|
56
g573475
1052
1378
|
56
70669958V1
1053
1323
|
56
70570002V1
1041
1456
|
56
g882849
1056
1327
|
56
70663697V1
1058
1346
|
56
6706725H1
1062
1567
|
56
70668887V1
1062
1559
|
56
883631H1
1055
1298
|
56
4376346H1
1074
1327
|
56
g5674715
1063
1301
|
56
g882957
1080
1329
|
56
g5837269
1068
1291
|
56
70670665V1
1082
1462
|
56
70662627V1
1090
1644
|
56
70658327V1
1099
1239
|
56
70565737V1
1112
1707
|
56
6459664H1
1122
1708
|
56
6459764H1
1156
1331
|
56
70566802V1
1118
1858
|
56
6459772H1
1206
1358
|
56
g766175
1134
1200
|
56
70563249V1
1142
1653
|
56
2175353F6
1138
1346
|
56
2175353H1
1138
1388
|
56
70564319V1
1146
1662
|
56
70564161V1
1148
1705
|
56
3957616H2
1158
1372
|
56
3958977H1
1159
1445
|
56
70566156V1
1159
1550
|
56
70664157V1
1189
1428
|
56
729045H1
1194
1422
|
56
195736R6
1195
1438
|
56
195736H1
1195
1400
|
56
729045R6
1195
1424
|
56
1297330F6
1202
1653
|
56
6751614H1
1206
1810
|
56
5493653H1
1206
1481
|
56
6735456H1
1230
1348
|
56
5552258H1
1248
1342
|
56
653456H1
1276
1418
|
56
4703350H1
1276
1348
|
56
70566134V1
1331
1923
|
56
70563519V1
1299
1861
|
56
6631102H1
1301
1782
|
56
2006255H1
1302
1513
|
56
195736T6
1736
2373
|
56
70565915V1
1589
2352
|
56
1687411H1
1659
1891
|
56
3497631H1
1707
2009
|
56
3930656T9
1884
2275
|
56
1727562T6
1874
2376
|
56
70562875V1
1935
2413
|
56
3255274H1
1776
2026
|
56
70565475V1
1935
2345
|
56
201433H1
1807
2142
|
56
4799413H1
1966
2233
|
56
200319H1
1807
2154
|
56
1262834H1
2017
2252
|
56
1989939T6
1856
2152
|
56
g822901
2079
2419
|
56
4046894F8
1
602
|
56
5622335H1
34
306
|
56
5620393F8
37
506
|
56
5620393H1
37
310
|
56
6746680H1
45
629
|
56
7184188H1
87
506
|
56
2839152F6
95
550
|
56
1727562F6
97
507
|
56
2839152H1
95
383
|
56
3386005H1
95
350
|
56
70564762V1
97
598
|
56
1727562H1
97
312
|
56
5044068H1
105
379
|
56
5044068F6
105
555
|
56
70566005V1
148
570
|
56
2452790H1
183
403
|
56
7156278H1
232
814
|
56
70565482V1
441
1010
|
56
6630501U1
445
1010
|
56
70565168V1
457
1122
|
56
5044068R6
519
939
|
56
70565572V1
549
1013
|
56
70563167V1
589
1157
|
56
4414516H1
597
862
|
56
70564872V1
599
1148
|
56
2187472H1
651
928
|
56
70563453V1
669
1239
|
56
70564150V1
678
1265
|
56
70564317V1
705
1376
|
56
70562729V1
718
1328
|
56
70562680V1
726
1288
|
56
70564226V1
742
1421
|
56
g4988332
2176
2411
|
56
g564908
2177
2411
|
56
3590745H1
2330
2634
|
56
476150H1
2331
2602
|
56
1577439H1
2440
2654
|
56
g2347702
2176
2413
|
56
g4124357
2097
2417
|
56
g882958
2124
2419
|
56
3791454H1
2139
2415
|
56
4905965H2
2176
2361
|
56
g6473997
2176
2415
|
56
6141362H1
1555
1901
|
56
4597106H1
1559
1853
|
56
70564268V1
1362
1678
|
56
70564413V1
1378
1930
|
56
3553956H1
1381
1537
|
56
70669318V1
1404
1644
|
56
1241441H1
1429
1701
|
56
1297330H1
1489
1643
|
56
70565761V1
1509
2000
|
56
4857906H1
1550
1860
|
57
g5664193
1
377
|
57
g2619178
5
333
|
57
6441247H1
12
543
|
57
453769H1
184
377
|
57
3762476H1
235
538
|
57
6729757H1
348
910
|
57
3116387F6
383
761
|
57
3116387H1
384
664
|
57
5661301H1
391
644
|
57
g1977456
394
782
|
57
3496148F6
397
981
|
57
70139347V1
397
887
|
57
3496148H1
397
675
|
57
1008165H1
455
761
|
57
6518018H1
464
1031
|
57
4177624H1
490
696
|
57
826356H1
517
846
|
57
6441415H1
554
1059
|
57
4539787H1
619
878
|
57
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634
1044
|
57
6710170H1
649
1209
|
57
6203306H1
668
1199
|
57
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692
1096
|
57
7362891H1
712
1260
|
57
2798030F6
720
1287
|
57
2798030H1
720
971
|
57
2659046H1
723
968
|
57
g1748057
740
899
|
57
1832131H1
748
960
|
57
4822509H1
763
1012
|
57
6980545H1
771
1103
|
57
5219156H1
843
1062
|
57
5767782H1
859
1315
|
57
5644717H1
859
1095
|
57
6917456H1
880
1413
|
57
3788651H1
923
1087
|
57
4571245H1
925
1203
|
57
3436728H1
928
1087
|
57
2231388F6
953
1455
|
57
2231388H1
953
1202
|
57
5040546H1
956
1087
|
57
70133707V1
976
1464
|
57
2113640H1
977
1226
|
57
6583623H1
1015
1355
|
57
g2004410
1019
1322
|
57
4314146H1
1020
1302
|
57
g2010211
1020
1353
|
57
g1189835
1027
1229
|
57
70131494V1
1104
1537
|
57
2737895H1
1123
1333
|
57
6443615H1
1123
1627
|
57
666344H1
1123
1300
|
57
70143472V1
1128
1500
|
57
4112076H1
1170
1444
|
57
469801H1
1232
1464
|
57
469801R6
1232
1464
|
57
70138703V1
1237
1803
|
57
817498H1
1266
1558
|
57
817306R1
1266
1836
|
57
817306H1
1266
1484
|
57
6440332H1
1269
1829
|
57
4226121H1
1286
1563
|
57
2888006H1
1291
1565
|
57
5326773H1
1333
1512
|
57
4827817H1
1343
1622
|
57
2837990H1
1343
1585
|
57
181567H1
1351
1537
|
57
064652H1
1351
1526
|
57
1566979H1
1353
1562
|
57
5489077H1
1372
1494
|
57
70132097V1
1377
1687
|
57
g853275
1388
1725
|
57
6132302H1
1388
1663
|
57
2744049H1
1388
1648
|
57
826818H1
1400
1733
|
57
3467063H1
1437
1705
|
57
70133770V1
1439
1833
|
57
3449015H1
1463
1629
|
57
3121922H1
1463
1773
|
57
2538144H1
1485
1813
|
57
70136427V1
1488
1931
|
57
2008648H1
1506
1685
|
57
3145660T6
1511
2119
|
57
70136864V1
1526
1925
|
57
469801T6
1526
2094
|
57
3116387T6
1579
2142
|
57
4760891H1
1610
1891
|
57
1572810T6
1637
2138
|
57
3917658H1
1652
1962
|
57
g5764969
1660
2134
|
57
6752149H1
1663
2144
|
57
g5232494
1668
2138
|
57
g3835399
1696
2137
|
57
g3804418
1702
2137
|
57
1814612T6
1704
2141
|
57
3879011H1
1725
2014
|
57
g3145312
1767
2184
|
57
g5658515
1767
2183
|
57
g4896513
1777
2189
|
57
g3041462
1783
2183
|
57
1268321F6
1789
2170
|
57
1268321H1
1789
2040
|
57
2798030T6
1790
2144
|
57
4855273H1
1844
2031
|
57
3947216H1
1844
2020
|
57
2232569H1
1859
2088
|
57
g6507253
1866
2134
|
57
2244523H1
1863
2114
|
57
2044580H1
1880
2159
|
57
g4088814
1891
2181
|
57
1268321T6
1903
2130
|
57
4850944H1
1927
2158
|
57
1492447H1
1928
2134
|
57
g5658077
1940
2134
|
57
g1211221
1951
2196
|
57
621406H1
1954
2171
|
57
g852913
1962
2111
|
57
2231388T6
1974
2142
|
57
g1155579
2012
2197
|
57
2245140H1
2088
2172
|
57
3496148T7
1537
2094
|
57
6175211H1
1541
1824
|
57
1814612F6
1548
2013
|
57
1814612H1
1548
1801
|
57
2370362H1
1551
1807
|
57
2372634H1
1551
1793
|
57
70131661V1
1563
1852
|
58
2174866H1
1
146
|
58
2698567H1
1
197
|
58
5541622H1
1
194
|
58
2930567F6
33
479
|
58
2930567H1
33
338
|
58
4982447H1
269
540
|
58
6255850H1
303
576
|
58
6258186H1
303
577
|
58
5721674H1
321
908
|
58
4152487H1
322
596
|
58
4028078H1
339
611
|
58
7279087H1
343
928
|
58
3097754H1
343
649
|
58
5668252H1
343
574
|
58
5538912H2
342
416
|
58
2816646H1
349
612
|
58
2816646F6
349
871
|
58
2610076H1
349
585
|
58
2777845H1
349
580
|
58
3293887H1
350
593
|
58
g1753994
350
559
|
58
3355981H1
351
608
|
58
g29167
376
691
|
58
2476803H1
387
650
|
58
2476803F6
387
595
|
58
g1646650
406
767
|
58
3796918H1
778
1068
|
58
7217683H1
812
1267
|
58
5608991H1
821
1011
|
58
1811369F6
853
1303
|
58
1811369H1
853
1163
|
58
71041470V1
943
1602
|
58
4514405H1
957
1207
|
58
3860484H1
982
1279
|
58
6708640H1
1017
1588
|
58
207612H1
1015
1241
|
58
3461827H1
1088
1182
|
58
6753368J1
1105
1745
|
58
g1629548
1195
1610
|
58
7156421J1
1209
1390
|
58
7156421H1
1209
1374
|
58
7202481H1
1235
1816
|
58
653612R6
1252
1492
|
58
6325601H1
1252
1547
|
58
653612H1
1252
1494
|
58
653612T6
1253
1462
|
58
2667659H1
1309
1395
|
58
2206550H1
1293
1492
|
58
6598025H1
1340
1850
|
58
3928253H1
1315
1633
|
58
3928196H1
1316
1628
|
58
5039319T9
1355
1949
|
58
3414970H1
1347
1620
|
58
1743113H1
1381
1664
|
58
g2115578
1382
1750
|
58
71042069V1
1422
2060
|
58
5691992H1
1409
1710
|
58
2816646T6
1435
2011
|
58
71041726V1
1509
2118
|
58
4689116H1
1522
1787
|
58
2936253H1
1524
1803
|
58
3528601T6
1552
2014
|
58
5203894H1
1559
1823
|
58
3415070T6
1578
2015
|
58
5423080H1
1583
1854
|
58
5422280H1
1583
1828
|
58
g434100
1753
2008
|
58
1811369T6
1780
2215
|
58
6489437H1
1800
2249
|
58
g1751419
1841
2048
|
58
g2541732
1845
2055
|
58
g5530419
1870
2049
|
58
3212650T6
1875
2026
|
58
3118422H1
1882
2049
|
58
3002323F6
1882
2047
|
58
3118368T6
1885
2009
|
58
830827R1
1897
2249
|
58
830827H1
1897
2160
|
58
997447H1
1899
2151
|
58
6506368H1
1903
2249
|
58
g1977012
1938
2287
|
58
1811076T6
1938
2221
|
58
2589380H1
1968
2238
|
58
2552865H1
1968
2215
|
58
g2631458
1972
2243
|
58
5573308H1
1982
2232
|
58
g6439334
2088
2250
|
58
3732638H1
2100
2243
|
58
3736212H1
2116
2249
|
58
g1629446
2143
2250
|
58
g3891127
2146
2250
|
58
6131388H1
2153
2243
|
59
3625376H1
2752
2845
|
59
g5675476
2517
2963
|
59
g3146172
2594
2958
|
59
3274786H1
2616
2858
|
59
1953692H1
111
344
|
59
6539166H1
198
716
|
59
2133241F6
229
647
|
59
2133241H1
229
494
|
59
6365336H1
335
613
|
59
1676569H1
375
591
|
59
g2881893
461
513
|
59
6812474H1
525
1081
|
59
4934590H1
525
609
|
59
045505H1
526
755
|
59
2670704F6
598
980
|
59
2670704H1
598
846
|
59
003688H1
628
941
|
59
6812474J1
792
1344
|
59
2185753H1
923
1155
|
59
1665259H1
1333
1552
|
59
5193614H1
1718
1967
|
59
4378244H1
1994
2271
|
59
70742391V1
2036
2610
|
59
419872H1
2167
2379
|
59
171741R1
2186
2661
|
59
171741H1
2186
2362
|
59
g2009473
2197
2490
|
59
g2189171
2227
2329
|
59
g6330101
1
2954
|
59
2669204T6
5
463
|
59
5951559H1
34
348
|
59
3942253H1
2231
2521
|
59
042842H1
2237
2480
|
59
2656261H1
2243
2497
|
59
1971006F6
2319
2789
|
59
1971006H1
2319
2583
|
59
2667143T6
2341
2911
|
59
001227H1
2373
2728
|
59
3716845H1
2374
2648
|
59
6514287H1
2382
2935
|
59
4120983H1
2404
2640
|
59
g4189206
2487
2958
|
59
g2278337
2503
2957
|
60
71229143V1
621
1253
|
60
6983112H1
624
904
|
60
g570318
633
919
|
60
7046749H1
452
1052
|
60
70868787V1
465
1132
|
60
753174H1
355
544
|
60
4318873H1
153
369
|
60
71230534V1
162
657
|
60
7322168H1
165
793
|
60
6992614H1
233
746
|
60
g778569
676
1011
|
60
744829H1
675
915
|
60
7158869H1
1
478
|
60
3335250F6
28
397
|
60
70870096V1
657
1340
|
60
70869315V1
674
1384
|
60
744829R1
675
1254
|
60
3335250H1
28
270
|
60
7077668H1
130
662
|
60
g518739
2296
2520
|
60
60202000D1
2303
2520
|
60
g3230679
2327
2520
|
60
g717890
2461
2535
|
60
60201999D1
2508
2561
|
60
750787H1
2258
2510
|
60
667235H1
2263
2515
|
60
g561290
2289
2520
|
60
g714831
2246
2557
|
60
70818421V1
673
1279
|
60
g869715
675
1023
|
60
4745248H1
1
238
|
60
748982H1
675
914
|
60
70869543V1
746
1291
|
60
70838362V1
773
900
|
60
70837422V1
778
1013
|
60
71229105V1
787
1469
|
60
70870484V1
807
1465
|
60
70869894V1
829
1508
|
60
70839431V1
828
1138
|
60
70837620V1
868
1305
|
60
g565684
918
1102
|
60
71221539V1
985
1416
|
60
70869173V1
992
1418
|
60
71229615V1
1005
1492
|
60
70867752V1
1053
1804
|
60
70870784V1
1013
1466
|
60
71229687V1
1038
1742
|
60
70870712V1
1032
1587
|
60
70870207V1
1036
1656
|
60
g1025621
1047
1385
|
60
g1059514
1047
1284
|
60
71229437V1
1156
1803
|
60
g714830
1131
1442
|
60
70870012V1
1147
1778
|
60
4311224H1
1231
1528
|
60
70869086V1
1284
1849
|
60
2292421R6
1498
1606
|
60
71229131V1
1473
2098
|
60
2292254R6
1506
1988
|
60
2291932H1
1506
1759
|
60
530715H1
1531
1754
|
60
7090888H1
1628
1769
|
60
g3086021
1626
2047
|
60
71228809V1
1628
2200
|
60
60202364B1
1657
2134
|
60
60202363B1
1657
2096
|
60
2291932T6
1669
2269
|
60
60202367B1
1665
2041
|
60
3335250T6
1672
2184
|
60
70870682V1
1770
2476
|
60
70869072V1
1785
2476
|
60
70867264V1
1828
2445
|
60
70868309V1
1828
2491
|
60
6841962H1
1858
2421
|
60
70870157V1
1978
2569
|
60
6855669H1
2008
2520
|
60
6885209J1
2001
2441
|
60
746910R6
2044
2520
|
60
746910T6
2045
2516
|
60
746910H1
2044
2281
|
60
6844175H1
2075
2520
|
60
2568562H1
2123
2362
|
60
g4393425
2130
2563
|
60
g4109519
2140
2520
|
60
g2694947
2170
2520
|
60
g2703845
2174
2520
|
60
g3884077
2176
2520
|
60
g3278030
2179
2569
|
60
4705947H1
2239
2398
|
60
5266308H1
635
795
|
61
6803748H1
1
281
|
61
6803748J1
185
681
|
61
7179441H1
281
837
|
61
6993211H1
431
958
|
61
990041H1
585
938
|
61
2647312H1
2235
2464
|
61
5303648H2
2242
2538
|
61
7236332H1
2251
2534
|
61
3606921H1
2256
2543
|
61
4423382H1
2269
2538
|
61
1976495H1
2269
2526
|
61
g6400732
2279
2543
|
61
6538345H1
2292
2509
|
61
1942829H1
2284
2540
|
61
1929606H1
2292
2537
|
61
1794859H1
2312
2543
|
61
6912812H1
961
1221
|
61
1602952F6
691
1143
|
61
3436025H1
691
925
|
61
3025993H1
921
1218
|
61
954323H1
2326
2529
|
61
954323R1
2326
2529
|
61
954323T1
2326
2483
|
61
g395758
2345
2528
|
61
5393045H1
2354
2470
|
61
1602953H1
691
793
|
61
1602952H1
691
779
|
61
1602953F6
691
909
|
61
1568974H1
1974
2177
|
61
6950168H1
1976
2470
|
61
6951183H1
1988
2470
|
61
1510868H1
1997
2126
|
61
5511854H1
2007
2266
|
61
g2017578
2021
2249
|
61
2225061H1
2036
2295
|
61
5685115H1
2039
2313
|
61
5503829H1
2046
2302
|
61
6736816H1
2051
2433
|
61
6914591J1
1587
2103
|
61
7267538H1
1622
1800
|
61
6559545H1
1677
2237
|
61
7287559H1
1703
2171
|
61
6912812J1
1719
2352
|
61
6714578H1
1791
2351
|
61
6384321H1
1791
2017
|
61
7124412H1
1803
2268
|
61
g650235
1811
2087
|
61
3934148H1
1829
1983
|
61
6914591H1
1830
2173
|
61
3934148F6
1838
2178
|
61
5950691H1
1874
2208
|
61
5950591H1
1874
1946
|
61
7336402H1
1901
2467
|
61
4000559H1
1959
2238
|
61
1570912F6
1974
2307
|
61
1570912H1
1974
2184
|
61
7152207H1
1328
1863
|
61
7152523H1
1375
1863
|
61
684121H1
1431
1674
|
61
1998986H1
1449
1545
|
61
598762H1
1472
1718
|
61
2227505H1
1546
1793
|
61
3393621H1
1557
1854
|
61
3441995H1
1570
1822
|
61
g5528672
2232
2527
|
61
6992150H1
1037
1416
|
61
4514493H1
1075
1162
|
61
1622836H1
1163
1292
|
61
2864609H1
1208
1358
|
61
7259857H1
1220
1855
|
61
3551930H1
1220
1512
|
61
1379503H1
1223
1458
|
61
7154005H1
1283
1863
|
61
5297140H1
2150
2448
|
61
3984036H1
2152
2347
|
61
g3048902
2160
2538
|
61
5297634H1
2177
2469
|
61
5297140F8
2180
2460
|
61
g5367334
2217
2545
|
61
2569168H1
2218
2485
|
61
g3842534
2219
2536
|
61
2449539H1
2228
2458
|
61
4947830H1
2067
2189
|
61
5345386H1
2069
2260
|
61
g4244699
2071
2541
|
61
3934148T6
2072
2496
|
61
3480660H1
2078
2301
|
61
576039H1
2079
2319
|
61
g650236
2084
2482
|
61
2915418H1
2086
2383
|
61
g4664830
2100
2538
|
61
g1017329
2107
2465
|
61
g704704
2107
2457
|
62
1730307H1
320
543
|
62
1852850F6
344
904
|
62
1852850H1
344
623
|
62
1786201H1
1224
1347
|
62
5500430F6
4
384
|
62
3751387H1
26
298
|
62
6862090H1
34
606
|
62
6939856H1
42
508
|
62
1264746H1
209
445
|
62
1730307F6
320
696
|
62
g2782908
1611
2044
|
62
4573617F6
1197
1548
|
62
4573617H1
1197
1460
|
62
g953428
863
1055
|
62
70576776V1
1251
1474
|
62
4516586H1
1279
1522
|
62
1964843H1
856
1126
|
62
3508361F6
1
54
|
62
3277390H1
1484
1734
|
62
819859H1
1480
1708
|
62
1852850T6
1436
2015
|
62
g1521345
1445
1556
|
62
1966204T6
1488
2046
|
62
7183685H1
1516
2053
|
62
g5394325
1583
1905
|
62
1540056H1
1599
1816
|
62
71013442V1
1295
1412
|
62
g1275357
1296
1768
|
62
71008110V1
1299
1866
|
62
3080148H1
1299
1445
|
62
g772703
1305
1422
|
62
g890466
1340
1492
|
62
3121030F6
1342
1806
|
62
4562285H1
1351
1630
|
62
826668H1
1403
1691
|
62
6370579H1
1404
1660
|
62
71008260V1
864
1019
|
62
2542469H1
909
1139
|
62
g766126
956
1040
|
62
1966137H1
863
1097
|
62
1966204R6
863
1107
|
62
1966137R6
863
1325
|
62
5500430R6
4
432
|
62
3121030H1
1342
1653
|
62
2128205H1
1702
1971
|
62
1966137T6
1663
2049
|
62
6843171H1
1670
2093
|
62
4573617T6
1679
2086
|
62
71236524V1
1681
1927
|
62
g1521346
1691
2093
|
62
g2030368
1694
2085
|
62
4976812H1
1656
1926
|
62
g5630558
1769
2096
|
62
4421852H1
1773
2020
|
62
g2946092
1782
2096
|
62
3324470H1
1798
2071
|
62
71236287V1
1829
2002
|
62
g820432
1839
2114
|
62
g2899828
1848
2096
|
62
g4224026
1850
2093
|
62
g890467
1850
2077
|
62
g3116690
1859
2093
|
62
g6476925
1890
2093
|
62
3508361T6
1912
2054
|
62
g518427
1917
2093
|
62
71013952V1
1980
2089
|
62
g5362837
1996
2101
|
62
g3434471
1757
2093
|
62
g1219640
1768
2096
|
62
g822861
1727
2124
|
62
g5634808
1758
2101
|
62
3121030T6
1613
2054
|
62
1730307T6
1632
2053
|
62
820388H1
1644
1878
|
62
70590209V1
1648
2093
|
62
5266218T6
1655
2071
|
62
5609530H1
1237
1422
|
62
6222010U1
1248
1565
|
62
3508361H1
1
297
|
62
71014845V1
611
896
|
62
6618123J1
696
1329
|
62
71008490V1
732
1116
|
62
71009446V1
377
1047
|
62
6221969U2
590
945
|
62
4305106H1
1008
1298
|
62
1823430H1
1026
1243
|
62
g1958618
1021
1382
|
62
3760149H1
1062
1376
|
62
6221994U1
1073
1569
|
62
g1976176
1153
1550
|
63
70684185V1
1354
1880
|
63
70682617V1
1395
1806
|
63
70707488V1
1460
1832
|
63
70683177V1
1461
1983
|
63
70707392V1
1462
1832
|
63
70680197V1
1465
1847
|
63
70679832V1
1602
2217
|
63
70681040V1
1625
2221
|
63
7282455H1
1636
2232
|
63
70684191V1
1662
1801
|
63
70687607V1
1721
2137
|
63
70680047V1
1742
2387
|
63
70679818V1
1769
2456
|
63
6543969H1
1780
2352
|
63
70683980V1
270
750
|
63
3925359H1
270
546
|
63
3925359F6
270
448
|
63
70682278V1
270
429
|
63
3531535H1
322
622
|
63
70680431V1
396
861
|
63
1560619F6
422
805
|
63
1560619H1
422
632
|
63
3699779H1
467
637
|
63
g6399045
695
1131
|
63
70681329V1
709
873
|
63
70708067V1
711
811
|
63
2992541F6
780
1329
|
63
2992541H1
781
1083
|
63
70680523V1
889
1539
|
63
1560619T6
958
1101
|
63
70683064V1
971
1406
|
63
70684594V1
985
1592
|
63
70680581V1
1006
1548
|
63
70683735V1
1037
1587
|
63
70682555V1
1322
1950
|
63
70704188V1
1327
1535
|
63
999076R1
1323
1695
|
63
999076R6
1323
1695
|
63
999076H1
1323
1568
|
63
6623832J1
1349
1520
|
63
4378643F7
1825
2433
|
63
4379312F7
1825
2363
|
63
4379312H1
1825
2112
|
63
4378643H1
1826
2123
|
63
70682506V1
1843
2439
|
63
6623832H1
1843
2366
|
63
70708640V1
1901
2124
|
63
3925359T6
1915
2464
|
63
5100839T9
1935
2253
|
63
4378643T7
1966
2392
|
63
70682105V1
1968
2496
|
63
4071965T6
1989
2503
|
63
5328012T6
2014
2458
|
63
5328012F6
2021
2417
|
63
4071965F6
1
359
|
63
4071965H1
1
295
|
63
7125750H1
1
395
|
63
70682403V1
270
773
|
63
5328012H1
2021
2275
|
63
g3871281
2037
2485
|
63
g2934374
2056
2496
|
63
1431377H1
2204
2445
|
63
g3047856
2222
2499
|
63
g4371425
2237
2496
|
63
70686041V1
2264
2420
|
63
g4327870
2279
2496
|
63
g3134381
2279
2496
|
63
70684032V1
1100
1538
|
63
70684362V1
1110
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g2963571
1473
1662
|
73
g2910204
1121
1536
|
73
g5592759
1126
1537
|
73
1227022H1
1139
1269
|
73
795156H1
1140
1383
|
73
g748850
11
227
|
73
g678626
24
445
|
73
556041R6
270
622
|
73
6717668H1
277
609
|
74
5947068H1
65
379
|
74
g673182
66
311
|
74
70585819V1
66
223
|
74
g784700
81
171
|
74
4071087H1
84
393
|
74
g3401588
316
738
|
74
g3412723
338
732
|
74
g6038772
338
732
|
74
g784495
365
732
|
74
3346654H1
49
339
|
74
70585937V1
67
573
|
74
2198034H1
54
310
|
74
6559467H1
53
662
|
74
2554485H1
55
292
|
74
3213289H1
55
220
|
74
7154394H1
56
646
|
74
999535H1
55
245
|
74
2446468H1
58
303
|
74
138735H1
61
441
|
74
70576514V1
117
242
|
74
5529836H1
83
260
|
74
2642157H1
83
233
|
74
2854411H1
84
281
|
74
3394115H1
84
265
|
74
2457270H1
84
217
|
74
7246868H2
85
171
|
74
5467726H1
91
265
|
74
5048151H1
112
277
|
74
4055118T9
1
653
|
74
2571441H1
11
258
|
74
6297876H1
49
332
|
74
g1389377
68
470
|
74
4621236H1
70
366
|
74
2718503H1
69
184
|
74
g813048
71
501
|
74
g570365
71
376
|
74
5478847H1
74
317
|
74
g613447
81
330
|
74
70589118V1
67
741
|
74
7344794H1
68
664
|
74
1649902F6
67
377
|
74
1384494H1
67
331
|
74
1649839H1
67
311
|
74
1649902H1
67
310
|
74
6389250H1
68
379
|
74
2729287T6
122
700
|
74
4055118T7
124
624
|
74
906915H1
132
286
|
74
5621907H1
135
475
|
74
g1281834
137
550
|
74
3773136H1
160
490
|
74
70588034V1
182
477
|
74
70588682V1
186
734
|
74
1649902T6
192
689
|
74
70590189V1
243
734
|
74
g2908534
249
701
|
74
70573192V1
282
565
|
74
g4070388
291
730
|
74
70578389V1
295
439
|
74
2584982H1
299
556
|
74
g3924424
317
650
|
74
g4896209
440
747
|
74
70590586V1
409
565
|
74
4171532H1
427
728
|
75
g864641
472
730
|
75
g854955
498
853
|
75
7018723H1
526
1079
|
75
1634405F6
537
1019
|
75
1634405H1
537
753
|
75
2135762H1
598
889
|
75
6754472H1
666
1291
|
75
1573637F6
689
1107
|
75
1573637H1
689
906
|
75
000132H1
691
1122
|
75
g1164431
695
972
|
75
2893510H1
729
1003
|
75
5687323H1
796
1064
|
75
4369688H1
854
1120
|
75
6130274H1
858
971
|
75
g778259
940
1189
|
75
5076483H1
1055
1318
|
75
3926443F6
1083
1488
|
75
3926443H1
1084
1284
|
75
439597T6
1142
1776
|
75
1634405T6
1166
1762
|
75
2530791F6
1225
1590
|
75
2530791H1
1225
1466
|
75
3926443T6
1285
1789
|
75
567711T6
1298
1783
|
75
567711R6
1298
1759
|
75
567703H1
1298
1551
|
75
g2785236
1315
1793
|
75
g3649430
1318
1747
|
75
g2779890
1324
1813
|
75
1573637T6
1340
1773
|
75
g4176290
1343
1817
|
75
g3765500
1344
1814
|
75
5032276H1
1380
1620
|
75
g2569759
1383
1814
|
75
g3433438
1386
1804
|
75
g2903602
1395
1814
|
75
2530791T6
1411
1773
|
75
2994433H1
1433
1644
|
75
g1148705
1461
1817
|
75
g2903846
1465
1793
|
75
g1880344
1474
1588
|
75
g777248
1484
1755
|
75
g6450447
1495
1793
|
75
g3753249
1527
1813
|
75
g863905
1529
1804
|
75
g778854
1529
1795
|
75
g854914
1530
1773
|
75
g5365595
1535
1816
|
75
g778166
1662
1796
|
75
g2269957
1680
1813
|
75
g3056293
1703
1814
|
75
7341877H1
194
778
|
75
6092377H1
332
608
|
75
3074534H1
1
263
|
75
3293881H1
38
284
|
75
439597R6
177
719
|
75
439597H1
177
404
|
75
6558204H1
182
612
|
75
062726H1
374
548
|
75
062712H1
374
541
|
75
5565196H1
413
626
|
76
1375031F6
785
1262
|
76
1375031F1
784
1041
|
76
2133064H1
763
1041
|
76
6827035J1
1
659
|
76
3507907H1
885
1175
|
76
114238H1
915
988
|
76
128209H1
915
1030
|
76
6530747H1
1096
1708
|
76
5291702H1
1127
1366
|
76
1375031H1
784
1034
|
76
684570H1
829
1046
|
76
g2786676
2256
2677
|
76
g959893
2259
2671
|
76
g6033820
2259
2666
|
76
2180264T6
2265
2625
|
76
g6074973
2269
2673
|
76
g1507095
2273
2669
|
76
g5741986
2275
2672
|
76
g4004471
2278
2672
|
76
g1201567
2280
2668
|
76
g2786837
2282
2677
|
76
g6086742
2293
2671
|
76
70091053V1
2301
2666
|
76
70092520V1
2230
2635
|
76
600490H1
2233
2502
|
76
70090081V1
2238
2676
|
76
g4985261
2241
2670
|
76
g3047609
2241
2666
|
76
g898301
2240
2666
|
76
g1194822
2242
2669
|
76
g697708
2249
2675
|
76
g3245902
2242
2672
|
76
g3778060
2242
2672
|
76
g3675008
2247
2672
|
76
g3700953
2253
2680
|
76
70090551V1
2252
2654
|
76
70088450V1
2252
2654
|
76
g4987033
2306
2666
|
76
7346532H1
2315
2669
|
76
g1195921
2333
2667
|
76
g3307378
2351
2673
|
76
g1424265
2356
2666
|
76
g1994824
2368
2666
|
76
70092273V1
2369
2666
|
76
70088685V1
2434
2683
|
76
g1489884
2497
2667
|
76
g4298447
2503
2666
|
76
g1227527
2522
2669
|
76
g2836709
2227
2666
|
76
404342H1
2229
2497
|
76
401524H1
2229
2445
|
76
402039H1
2229
2426
|
76
401524F1
2229
2666
|
76
70093923V1
2230
2654
|
76
6912204J1
189
491
|
76
6912204H1
191
490
|
76
g1146598
386
763
|
76
7338712H1
426
1013
|
76
4951401H2
596
877
|
76
3225692H1
728
993
|
76
2133064F6
763
1210
|
76
g2657310
41
563
|
76
2081047F6
1132
1650
|
76
2081047H1
1132
1375
|
76
g2969649
1175
1525
|
76
873831H1
1198
1406
|
76
5187690H1
1219
1495
|
76
4089635H1
1236
1369
|
76
6596535H1
1272
1417
|
76
2581130F6
1301
1702
|
76
2581130H1
1301
1552
|
76
g1994825
1382
1595
|
76
7040047H1
1449
1702
|
76
6630452U1
1468
1702
|
76
6630374U1
1578
2150
|
76
4143678H1
1593
1692
|
76
g959892
1613
1702
|
76
6903811H1
1646
2243
|
76
4332838H1
1648
1702
|
76
g697795
1774
2119
|
76
g704969
1774
2043
|
76
2888581H1
1951
2236
|
76
70089240V1
1973
2539
|
76
70090145V1
1973
2674
|
76
70089170V1
1973
2538
|
76
70092550V1
1973
2489
|
76
70092490V1
1973
2499
|
76
70089927V1
1973
2437
|
76
70092932V1
1973
2447
|
76
70091424V1
1973
2516
|
76
70090074V1
1973
2480
|
76
70090511V1
1973
2426
|
76
70092562V1
1973
2452
|
76
70090451V1
1973
2487
|
76
70093155V1
1973
2333
|
76
70093381V1
1973
2335
|
76
2180264F6
1973
2319
|
76
70091927V1
1973
2286
|
76
2180264H1
1973
2143
|
76
70091191V1
1974
2497
|
76
2956706H1
1982
2065
|
76
g1239260
1989
2120
|
76
g3658694
1993
2448
|
76
g2369409
1995
2221
|
76
g1489980
1995
2193
|
76
2915268H1
1995
2189
|
76
5103731H1
1995
2143
|
76
5083588H1
1995
2127
|
76
g2036913
2011
2270
|
76
1375031T1
2047
2289
|
76
70090620V1
2054
2455
|
76
1006083H1
2056
2329
|
76
g1315008
2071
2546
|
76
70090041V1
2079
2597
|
76
2275715H1
2082
2355
|
76
70089944V1
2092
2664
|
76
g1507094
2121
2366
|
76
2503051T6
2138
2254
|
76
2871614H1
2143
2443
|
76
2081047T6
2151
2289
|
76
1543664H1
2164
2375
|
76
g3734766
2174
2672
|
76
2133064T6
2177
2289
|
76
g4175843
2179
2669
|
76
g2705950
2190
2669
|
76
70092616V1
2190
2680
|
76
6017144H1
2186
2462
|
76
g1424317
2192
2665
|
76
70092373V1
2191
2664
|
76
70091541V1
2202
2654
|
76
920317H1
2208
2457
|
76
920309H1
2208
2455
|
76
70091726V1
2216
2666
|
76
g1317327
2225
2673
|
76
70089181V1
2228
2655
|
76
4592652H1
2227
2372
|
77
5386182H1
2434
2533
|
77
5929032F6
2513
3092
|
77
5929032H1
2513
2807
|
77
5928821H1
2513
2602
|
77
2404117R6
2533
2936
|
77
2247162H1
2533
2802
|
77
5845721H1
2532
2686
|
77
2404117H1
2533
2717
|
77
6274929H2
2557
3085
|
77
4839303H1
2572
2867
|
77
70936812V1
2588
3163
|
77
6559464H1
2597
3142
|
77
2404117T6
2613
3183
|
77
2424729H1
2630
2886
|
77
6557735H1
2666
3250
|
77
70936842V1
2716
3372
|
77
1414767T6
2737
3276
|
77
g5768528
2761
3225
|
77
g1212489
2763
3057
|
77
659884H1
2764
3006
|
77
3331210T6
2779
3276
|
77
4942039H1
2778
3048
|
77
3331210F6
2781
3196
|
77
3331210H1
2781
2955
|
77
2043050H1
2878
3139
|
77
g678229
2896
3222
|
77
g4186860
2906
3322
|
77
g561452
2927
3226
|
77
g817283
2954
3237
|
77
g1242796
3055
3317
|
77
g678324
3120
3276
|
77
g671188
3142
3276
|
77
5821129H1
3194
3328
|
77
1414767F6
1261
1693
|
77
70407644D1
901
1138
|
77
71042670V1
1006
1659
|
77
71039461V1
1032
1644
|
77
7290781H1
1077
1648
|
77
71039094V1
1110
1784
|
77
71039976V1
1157
1628
|
77
71040172V1
1160
1738
|
77
71042825V1
1179
1788
|
77
71042505V1
1191
1806
|
77
71041242V1
1224
1881
|
77
70938142V1
1261
1803
|
77
g574829
1615
1881
|
77
g767565
1616
1876
|
77
70937073V1
1646
2215
|
77
71041370V1
1653
2311
|
77
g947001
1665
2012
|
77
3334355H1
1666
1945
|
77
g705805
1704
1982
|
77
6763269H1
1740
2365
|
77
71041012V1
1745
2398
|
77
1254953H1
1759
1993
|
77
6507931H1
1798
2269
|
77
1833479R6
1771
2216
|
77
1833479H1
1771
2075
|
77
6271456H2
1777
2341
|
77
3332037H1
1779
2041
|
77
59241921H1
1784
2080
|
77
7292851H1
1788
2312
|
77
1833479T6
1796
2354
|
77
70935438V1
1825
2345
|
77
5205918H1
1835
2094
|
77
4710070H1
1851
2150
|
77
71040258V1
1855
2399
|
77
70936878V1
1868
2349
|
77
g876649
1880
2293
|
77
g570326
1880
2195
|
77
g792017
1880
1970
|
77
7252042H1
1893
2490
|
77
5918594H1
1898
2195
|
77
4308614H1
1922
2266
|
77
5775902H1
1951
2547
|
77
900678T6
1952
2320
|
77
1267888F1
1965
2533
|
77
1267888H1
1965
2211
|
77
g1991900
1988
2282
|
77
g946386
2032
2371
|
77
g891688
2079
2407
|
77
70947602V1
2088
2333
|
77
70947760V1
2095
2333
|
77
2524117H1
2129
2395
|
77
g943716
2133
2371
|
77
70935414V1
2153
2809
|
77
70938201V1
2175
2740
|
77
g953501
2230
2370
|
77
70937638V1
2264
2847
|
77
5207284H1
2273
2516
|
77
g823406
2281
2415
|
77
6747059H1
2291
2882
|
77
5108466H1
2305
2395
|
77
750487H1
556
782
|
77
6983706H1
37
535
|
77
g2000717
382
570
|
77
6855956H1
517
998
|
77
g953502
1
212
|
77
g2331234
1
2384
|
77
7359814H1
27
485
|
77
5351059H1
2335
2472
|
77
70942966V1
2341
2513
|
77
2152647H1
2383
2636
|
77
70941613V1
2429
2567
|
77
1414767H1
1261
1503
|
77
g769023
1271
1589
|
77
71039996V1
1278
1834
|
77
71041640V1
1276
1859
|
77
661243H1
1311
1572
|
77
70845562V1
1318
1677
|
77
g891480
1320
1516
|
77
71042682V1
1370
2012
|
77
6437672H1
1366
1900
|
77
g705704
1384
1755
|
77
71040965V1
1418
1876
|
77
4695010H1
1441
1721
|
77
70938843V1
1447
1894
|
77
71041816V1
1463
2053
|
77
71040541V1
1463
2021
|
77
4178826H1
1494
1762
|
77
2525545H1
1496
1726
|
77
70936642V1
1550
2202
|
77
71243429V1
1557
1786
|
77
6124654H1
1590
2086
|
77
6560433H1
1614
2187
|
77
g389618
1615
1914
|
77
960213H1
814
1101
|
77
g774455
786
1139
|
77
962582R6
795
1260
|
77
962582H1
795
849
|
77
g879553
796
1117
|
77
4028250H1
574
833
|
77
g572875
750
1009
|
78
1504601F6
383
747
|
78
1258447H1
1616
1755
|
78
71225337V1
1618
2089
|
78
982079R6
2378
2741
|
78
982079H1
2378
2691
|
78
982079T6
2378
2744
|
78
4859367H1
1503
1670
|
78
g1056444
1527
1812
|
78
2881063H1
1478
1786
|
78
4546751H1
1485
1761
|
78
6219786H1
2241
2558
|
78
5044584H1
1072
1352
|
78
5731888H1
1086
1332
|
78
2668983H1
1013
1254
|
78
5869109H1
1423
1674
|
78
4175935F6
1476
2104
|
78
71287876V1
1476
2061
|
78
71286863V1
1476
2009
|
78
70995743V1
1476
1941
|
78
4175935H1
1476
1769
|
78
70175363V1
1478
2039
|
78
2881063F6
1478
1993
|
78
1405756H1
1101
1358
|
78
6212807H1
1168
1473
|
78
6789736H1
1286
1749
|
78
g866161
2297
2612
|
78
4933985H1
2263
2430
|
78
g865342
2297
2641
|
78
70961841V1
2250
2783
|
78
6843570H1
124
268
|
78
5447930H2
212
443
|
78
6819333H1
375
837
|
78
063360H1
575
793
|
78
2717804H1
736
995
|
78
1336510H1
542
798
|
78
1336565H1
542
794
|
78
2260777H1
522
781
|
78
6819333J1
525
1141
|
78
1504601H1
383
641
|
78
6935560H1
497
997
|
78
2260777R6
522
929
|
78
2417475H1
1999
2100
|
78
70858537V1
2011
2620
|
78
70962120V1
2020
2649
|
78
g5595178
2416
2791
|
78
g2569464
2421
2792
|
78
g2848983
2422
2790
|
78
g1507026
2424
2792
|
78
g1645469
2491
2786
|
78
70962041V1
2226
2750
|
78
2805557T6
2240
2753
|
78
6307990H1
2241
2695
|
78
g3701921
2399
2789
|
78
70856260V1
1659
2200
|
78
71287735V1
1680
2356
|
78
71226071V1
1619
2077
|
78
70960213V1
1653
2205
|
78
1258447F6
1616
2083
|
78
5886340H1
1960
2108
|
78
5880788H1
1959
2089
|
78
5883358H1
1960
2230
|
78
5882287H1
1960
2207
|
78
70996202V1
1968
2079
|
78
5884261H1
1959
2100
|
78
5886308H1
1959
2238
|
78
70172850V1
1547
2052
|
78
70172946V1
1554
1896
|
78
5109345H1
1773
1894
|
78
70858458V1
1829
2390
|
78
70861427V1
1872
2034
|
78
g1645468
2153
2569
|
78
70857537V1
2132
2748
|
78
70961205V1
2134
2784
|
78
6465155H1
817
1387
|
78
3737993H1
865
1101
|
78
2805557F6
888
1348
|
78
2805557H1
888
1199
|
78
7166418H1
1
544
|
78
6845517H1
18
576
|
78
7216754H1
109
637
|
78
g3895948
2405
2789
|
78
g1506843
2407
2792
|
78
g3934604
2413
2783
|
78
71362378V1
1586
1776
|
78
71288334V1
1613
2200
|
78
71288102V1
2182
2787
|
78
70858569V1
2361
2790
|
78
981508H1
2378
2661
|
78
g3280794
2348
2786
|
78
g4900509
2359
2783
|
78
858094H1
2047
2315
|
78
71288239V1
2117
2721
|
78
2056939R6
2154
2463
|
78
2056939H1
2154
2430
|
78
1641318H1
2168
2384
|
78
1298674H1
2174
2448
|
78
1298674F1
2174
2342
|
78
70172181V1
1769
2279
|
78
56995561H1
1678
1913
|
78
7027634H1
1695
1971
|
78
71225035V1
1707
2313
|
78
71225177V1
1746
2398
|
78
70961047V1
1745
2324
|
78
1692282F6
1749
2316
|
78
1692282H1
1749
1985
|
78
1305007H1
1754
2002
|
78
5887009H1
1958
2240
|
78
5889943H1
1958
2243
|
78
5888977H1
1958
2176
|
78
5884968H1
1959
2101
|
78
g2347469
1895
2202
|
78
2727193H1
1942
2100
|
78
2083456H1
1955
2102
|
78
70856801V1
1881
2488
|
78
2408695H1
2219
2334
|
78
1504601T6
2211
2755
|
78
1692282T6
2211
2740
|
78
71287317V1
2192
2816
|
78
6376946H1
2205
2491
|
78
3408549H1
2215
2526
|
78
2461537H1
982
1199
|
78
2056939T6
2523
2754
|
78
3819114H1
2568
2764
|
78
767808H1
2576
2783
|
78
g3871569
2579
2783
|
78
g5638296
2585
2789
|
78
g2969829
2618
2783
|
78
6368851H1
2678
2783
|
79
4404143T6
1
604
|
79
3566814H1
199
382
|
79
5639354R6
465
918
|
|
[0304]
4
TABLE 3
|
|
|
SEQ
|
ID NO:
Tissue Distribution
|
|
|
1
Unclassified/Mixed - 71%, Endocrine System - 16%
|
2
Embryonic Structures - 82%, Nervous System - 18%
|
3
Germ Cells - 62%, Connective Tissue - 17%, Unclassified/Mixed - 16%
|
4
Endocrine System - 71%, Nervous System - 29%
|
5
Nervous System - 76%, Endocrine System - 18%
|
6
Endocrine System - 63%, Liver - 23%
|
7
Endocrine System - 29%, Hemic and Immune System - 24%, Exocrine
|
Glands - 19%
|
8
Endocrine System - 42%, Germ Cells - 19%
|
9
Endocrine System - 66%, Sense Organs - 21%, Nervous System - 11%
|
10
Germ Cells - 30%, Sense Organs - 24%, Nervous System - 17%
|
11
Nervous System - 100%
|
12
Embryonic Structures - 18%, Pancreas - 17%, Hemic and Immune
|
System - 17%
|
13
Exocrine Glands - 42%, Cardiovascular System - 21%, Respiratory
|
System - 16%
|
14
Nervous System - 86%
|
15
Unclassified/Mixed - 17%, Sense Organs - 12%
|
16
Unclassified/Mixed - 28%, Embryonic Structures - 20%, Liver - 16%
|
17
Endocrine System - 100%
|
18
Digestive System - 57%, Hemic and Immune System - 29%, Nervous
|
System - 14%
|
19
Unclassified/Mixed - 90%
|
20
Exocrine Glands - 50%, Respiratory System - 38%, Nervous System - 13%
|
21
Unclassified/Mixed - 20%, Connective Tissue - 10%
|
22
Sense Organs - 17%
|
23
Female Genitalia - 32%, Hemic and Immune System - 24%, Endocrine
|
System - 20%
|
24
Sense Organs - 15%, Embryonic Structures - 13%
|
25
Sense Organs - 43%, Unclassified/Mixed - 11%
|
26
Unclassified/Mixed - 16%, Embryonic Structures - 13%, Germ Cells - 13%
|
27
Respiratory System - 43%, Nervous System - 21%, Female Genitalia - 21%
|
28
Liver - 33%, Germ Cells - 12%
|
29
Endocrine System - 31%, Germ Cells - 25%, Liver - 12%
|
30
Exocrine Glands - 29%, Germ Cells - 28%
|
31
Exocrine Glands - 18%, Cardiovascular System - 10%
|
32
Sense Organs - 23%, Embryonic Structures - 15%, Endocrine System - 15%
|
33
Sense Organs - 17%, Endocrine System 11%, Skin - 10%
|
34
Musculoskeletal System - 86%
|
35
Connective Tissue - 16%, Embryonic Structures - 14%, Digestive
|
System - 11%
|
36
Pancreas - 40%, Female Genitalia - 20%, Cardiovascular System - 16%
|
37
Respiratory System - 12%, Urinary Tract - 12%
|
38
Embryonic Structures - 53%, Digestive System - 17%, Nervous System - 12%
|
39
Digestive System - 40%, Nervous System - 32%, Nervous System - 28%
|
40
Exocrine Glands - 47%, Sense Organs - 21%
|
41
Connective Tissue - 60%, Unclassified/Mixed - 22%
|
42
Hemic and Immune System - 15%
|
43
Sense Organs - 21%, Female Genitalia - 13%
|
44
Hemic and Immune System - 18%, Female Genitalia - 17%
|
45
Embryonic Structures - 32%, Female Genitalia - 17%
|
46
Male Genitalia - 49%, Skin - 32%
|
47
Nervous System - 42%, Nervous System - 40%, Endocrine System - 14%
|
48
Digestive System - 41%, Nervous System - 15%, Liver - 14%
|
49
Exocrine Glands - 34%, Unclassified/Mixed - 22%
|
50
Nervous System - 57%, Unclassified/Mixed - 11%
|
51
Nervous System - 52%, Digestive System - 25%, Connective Tissue - 10%
|
52
Digestive System - 24%, Germ Cells - 22%, Exocrine Glands - 11%
|
53
Endocrine System - 32%, Digestive System - 19%
|
54
Embryonic Structures - 58%, Nervous System - 37%
|
55
Female Genitalia - 18%, Nervous System - 18%, Embryonic Structures - 18%
|
56
Connective Tissue - 29%, Germ Cells - 22%, Liver - 13%
|
57
Musculoskeletal System - 15%, Embryonic Structures - 11%
|
58
Stomatognathic System - 27%, Urinary Tract - 11%
|
59
Sense Organs - 25%, Endocrine System - 16%
|
60
Exocrine Glands - 33%, Urinary Tract - 27%, Nervous System - 14%
|
61
Endocrine System - 16%, Musculoskeletal System - 13%
|
62
Exocrine Glands - 27%, Skin - 15%, Female Genitalia - 15%
|
63
Female Genitalia - 36%, Urinary Tract - 22%, Digestive System - 22%
|
64
Germ Cells - 16%, Endocrine System - 11%, Liver - 11%
|
65
Pancreas - 24%, Unclassified/Mixed - 21%, Male Genitalia - 17%
|
66
Endocrine System - 43%, Embryonic Structures - 14%,
|
Unclassified/Mixed - 12%
|
67
Embryonic Structures - 42%, Male Genitalia - 19%, Female Genitalia - 19%
|
68
Male Genitalia - 67%, Nervous System - 33%
|
69
Urinary Tract - 50%, Endocrine System - 18%
|
70
Respiratory System - 100%
|
71
Skin - 43%, Nervous System - 19%, Nervous System - 19%
|
72
Cardiovascular System - 35%, Nervous System - 27%, Male Genitalia - 19%
|
73
Female Genitalia - 12%, Germ Cells - 11%
|
74
Male Genitalia - 28%
|
75
Embryonic Structures - 30%, Urinary Tract - 22%, Respiratory
|
System - 16%
|
76
Musculoskeletal System - 16%, Respiratory System - 12%
|
77
Nervous System - 35%, Male Genitalia - 31%, Germ Cells - 11%
|
78
Stomatognathic System - 19%, Liver - 12%, Exocrine Glands - 11%
|
79
Respiratory System - 38%, Female Genitalia - 38%, Male Genitalia - 25%
|
|
[0305]
5
TABLE 4
|
|
|
Program
Description
Reference
Parameter Threshold
|
|
ABI
A program that removes vector sequences and masks
Applied Biosystems, Foster City, CA.
|
FACTURA
ambiguous bases in nucleic acid sequences.
|
ABI/
A Fast Data Finder useful in comparing and annotating
Applied Biosystems, Foster City, CA;
Mismatch <50%
|
PARACEL
amino acid or nucleic acid sequences.
Paracel Inc., Pasadena, CA.
|
FDF
|
ABI
A program that assembles nucleic acid sequences.
Applied Biosystems, Foster City, CA.
|
Auto-
|
Assembler
|
BLAST
A Basic Local Alignment Search Tool useful in sequence
Altschul, S. F. et al. (1990) J. Mol. Biol.
ESTs: Probability
|
similarity search for amino acid and nucleic acid
215: 403-410; Altschul, S. F. et al. (1997)
value = 1.0E−8
|
sequences. BLAST includes five functions: blastp, blastn,
Nucleic Acids Res. 25: 3389-3402.
or less Full Length
|
blastx, tblastn, and tblastx.
sequences: Probability
|
value = 1.0E−10
|
or less
|
FASTA
A Pearson and Lipman algorithm that searches for
Pearson, W. R. and D. J. Lipman (1988) Proc.
ESTs: fasta E
|
similarity between a query sequence and a group of
Natl Acad Sci. USA 85: 2444-2448; Pearson,
value = 1.06E−6
|
sequences of the same type. FASTA comprises as least
W. R. (1990) Methods Enzymol. 183: 63-98;
Assembled ESTs:
|
five functions: fasta, tfasta, fastx, tfastx, and ssearch.
and Smith, T. F. and M. S. Waterman (1981)
fasta Identity = 95%
|
Adv. Appl. Math. 2: 482-489.
or greater and Match
|
length = 200
|
bases or greater;
|
fastx E value =
|
1.0E−8 or less
|
Full Length sequences:
|
fastx score = 100
|
or greater
|
BLIMPS
A BLocks IMProved Searcher that matches a sequence
Henikoff, S. and J. G. Henikoff (1991) Nucleic
Probability value =
|
against those in BLOCKS, PRINTS, DOMO, PRODOM,
Acids Res. 19: 6565-6572; Henikoff, J. G. and
1.0E−3 or less
|
and PFAM databases to search for gene families,
S. Henikoff (1996) Methods Enzymol.
|
sequence homology, and structural
266: 88-105; and Attwood, T. K. et al. (1997) .J.
|
fingerprint regions.
Chem. Inf. Comput. Sci. 37: 417-424.
|
HMMER
An algorithm for searching a query sequence against
Krogh, A. et al. (1994) J. Mol. Biol.,
PFAM hits:
|
hidden Markov model (HMM)-based databases of protein
235: 1501-1531; Sonnhammer, E. L. L. et al.
Probability value =
|
family consensus sequences, such as PFAM.
(1988) Nucleic Acids Res. 26: 320-322;
1.0E−3 or less Signal
|
Durbin, R et al. (1998) Our World View, in a
peptide hits: Score =
|
Nutshell, Cambridge Univ. Press, pp. 1-350.
0 or greater
|
ProfileScan
An algorithm that searches for structural and sequence
Gribskov, M. et al. (1988) CABIOS 4: 61-66;
Normalized quality
|
motifs in protein sequences that match sequence patterns
Gribskov, M. et al. (1989) Methods Enzymol.
score ≧ GCG-
|
defined in Prosite.
183: 146-159; Bairoch, A. et al. (1997) Nucleic
specified “HIGH”
|
Acids Res. 25: 217-221.
value for that
|
particular Prosite
|
motif. Generally,
|
score = 1.4−2.1.
|
Phred
A base-calling algorithm that examines automated
Ewing, B. et al. (1998) Genome Res.
|
sequencer traces with high sensitivity and probability.
8: 175-185; Ewing, B. and P. Green
|
(1998) Genome Res. 8: 186-194.
|
Phrap
A Phils Revised Assembly Program including SWAT and
Smith, T. F. and M. S. Waterman (1981) Adv. Appl.
Score = 120
|
CrossMatch, programs based on efficient implementation
Math. 2: 482-489; Smith, T. F. and M. S.
or greater; Match
|
of the Smith-Waterman algorithm, useful in searching
Waterman (1981) J. Mol. Biol. 147: 195-197; and
length = 56
|
sequence homology and assembling DNA sequences.
Green, P., University of Washington,
or greater
|
Seattle, WA.
|
Consed
A graphical tool for viewing and editing
Gordon, D. et al. (1998) Genome Res. 8: 195-202.
|
Phrap assemblies.
|
SPScan
A weight matrix analysis program that scans protein
Nielson, H. et al. (1997) Protein Engineering 10: 1-
Score = 3.5
|
sequences for the presence of secretory signal peptides.
6; Claverie, J. M. and S. Audic (1997) CABIOS
or greater
|
12: 431-439.
|
TMAP
A program that uses weight matrices to delineate
Persson, B. and P. Argos (1994) J. Mol. Biol.
|
transmembrane segments on protein sequences and
237: 182-192; Persson, B. and P. Argos (1996)
|
determine orientation.
Protein Sci. 5: 363-371.
|
TMHMMER
A program that uses a hidden Markov model (HMM) to
Sonnhammer, E. L. et al. (1998) Proc. Sixth Intl.
|
delineate transmembrane segments on protein sequences
Conf. on Intelligent Systems for Mol. Biol.,
|
and determine orientation.
Glasgow et al., eds., The Am. Assoc. for Artificial
|
Intelligence Press, Menlo Park, CA, pp. 175-182.
|
Motifs
A program that searches amino acid sequences for
Bairoch, A. et al. (1997) Nucleic Acids Res.
|
patterns that matched those defined in Prosite.
25: 217-221; Wisconsin Package Program Manual,
|
version 9, page M51-59, Genetics Computer
|
Group, Madison, WI.
|
|
[0306]
Claims
- 1. An isolated polynucleotide comprising a polynucleotide sequence selected from the group consisting of:
a) a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79, b) a naturally occurring polynucleotide sequence having at least 90% sequence identity to a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79, c) a polynucleotide sequence complementary to a), d) a polynucleotide sequence complementary to b), and e) an RNA equivalent of a) through d).
- 2. An isolated polynucleotide of claim 1, comprising a polynucleotide sequence selected from the group consisting of SEQ ID NO: 1-79.
- 3. An isolated polynucleotide comprising at least 60 contiguous nucleotides of a polynucleotide of claim 1.
- 4. A composition for the detection of expression of secretory polynucleotides comprising at least one of the polynucleotides of claim 1 and a detectable label.
- 5. A method for detecting a target polynucleotide in a sample, said target polynucleotide having a sequence of a polynucleotide of claim 1, the method comprising:
a) amplifying said target polynucleotide or fragment thereof using polymerase chain reaction amplification, and b) detecting the presence or absence of said amplified target polynucleotide or fragment thereof, and, optionally, if present, the amount thereof.
- 6. A method for detecting a target polynucleotide in a sample, said target polynucleotide comprising a sequence of a polynucleotide of claim 1, the method comprising:
a) hybridizing the sample with a probe comprising at least 20 contiguous nucleotides comprising a sequence complementary to said target polynucleotide in the sample, and which probe specifically hybridizes to said target polynucleotide, under conditions whereby a hybridization complex is formed between said probe and said target polynucleotide or fragments thereof, and b) detecting the presence or absence of said hybridization complex, and, optionally, if present, the amount thereof.
- 7. A method of claim 5, wherein the probe comprises at least 30 contiguous nucleotides.
- 8. A method of claim 5, wherein the probe comprises at least 60 contiguous nucleotides.
- 9. A recombinant polynucleotide comprising a promoter sequence operably linked to a polynucleotide of claim 1.
- 10. A cell transformed with a recombinant polynucleotide of claim 9.
- 11. A transgenic organism comprising a recombinant polynucleotide of claim 9.
- 12. A method for producing a secretory polypeptide, the method comprising:
a) culturing a cell under conditions suitable for expression of the secretory polypeptide, wherein said cell is transformed with a recombinant polynucleotide of claim 9, and b) recovering the secretory polypeptide so expressed.
- 13. A purified secretory polypeptide (SPTM) encoded by at least one of the polynucleotides of claim 2.
- 14. An isolated antibody which specifically binds to a secretory polypeptide of claim 13.
- 15. A method of identifying a test compound which specifically binds to the secretory polypeptide of claim 13, the method comprising the steps of:
a) providing a test compound; b) combining the secretory polypeptide with the test compound for a sufficient time and under suitable conditions for binding; and c) detecting binding of the secretory polypeptide to the test compound, thereby identifying the test compound which specifically binds the secretory polypeptide.
- 16. A microarray wherein at least one element of the microarray is a polynucleotide of claim 3.
- 17. A method for generating a transcript image of a sample which contains polynucleotides, the method comprising the steps of:
a) labeling the polynucleotides of the sample, b) contacting the elements of the microarray of claim 16 with the labeled polynucleotides of the sample under conditions suitable for the formation of a hybridization complex, and c) quantifying the expression of the polynucleotides in the sample.
- 18. A method for screening a compound for effectiveness in altering expression of a target polynucleotide, wherein said target polynucleotide comprises a polynucleotide sequence of claim 1, the method comprising:
a) exposing a sample comprising the target polynucleotide to a compound, under conditions suitable for the expression of the target polynucleotide, b) detecting altered expression of the target polynucleotide, and c) comparing the expression of the target polynucleotide in the presence of varying amounts of is the compound and in the absence of the compound.
- 19. A method for assessing toxicity of a test compound, said method comprising:
a) treating a biological sample containing nucleic acids with the test compound; b) hybridizing the nucleic acids of the treated biological sample with a probe comprising at least 20 contiguous nucleotides of a polynucleotide of claim 1 under conditions whereby a specific hybridization complex is formed between said probe and a target polynucleotide in the biological sample, said target polynucleotide comprising a polynucleotide sequence of a polynucleotide of claim 1 or fragment thereof; c) quantifying the amount of hybridization complex; and d) comparing the amount of hybridization complex in the treated biological sample with the amount of hybridization complex in an untreated biological sample, wherein a difference in the amount of hybridization complex in the treated biological sample is indicative of toxicity of the test compound.
- 20. An array comprising different nucleotide molecules affixed in distinct physical locations on a solid substrate, wherein at least one of said nucleotide molecules comprises a first oligonucleotide or polynucleotide sequence specifically hybridizable with at least 30 contiguous nucleotides of a target polynucleotide, said target polynucleotide having a sequence of claim 1.
- 21. An array of claim 20, wherein said first oligonucleotide or polynucleotide sequence is completely complementary to at least 30 contiguous nucleotides of said target polynucleotide.
- 22. An array of claim 20, wherein said first oligonucleotide or polynucleotide sequence is completely complementary to at least 60 contiguous nucleotides of said target polynucleotide
- 23. An array of claim 20, which is a microarray.
- 24. An array of claim 20, further comprising said target polynucleotide hybridized to said first oligonucleotide or polynucleotide.
- 25. An array of claim 20, wherein a linker joins at least one of said nucleotide molecules to said solid substrate.
- 26. An array of claim 20, wherein each distinct physical location on the substrate contains multiple nucleotide molecules having the same sequence, and each distinct physical location on the substrate contains nucleotide molecules having a sequence which differs from the sequence of nucleotide molecules at another physical location on the substrate.
PCT Information
Filing Document |
Filing Date |
Country |
Kind |
PCT/US01/03465 |
2/1/2001 |
WO |
|