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Human Protein Reference Database and Human Proteinpedia as Discovery Tools for Systems Biology

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Reverse Chemical Genetics

Part of the book series: Methods in Molecular Biology™ ((MIMB,volume 577))

Summary

Although high-throughput technologies used in biology have resulted in the accumulation of vast amounts of data in the literature, it is becoming difficult for individual investigators to directly benefit from this data because they are not easily accessible. Databases have assumed a crucial role in assimilating and storing information that could enable future discoveries. To this end, our group has developed two resources – Human Protein Reference Database (HPRD) and Human Proteinpedia – that provide integrated information pertaining to human proteins. These databases contain information on a number of features of proteins that have been discovered using various experimental methods. Human Proteinpedia was developed as a portal for community participation to annotate and share proteomic data using HPRD as the scaffold. It allows proteomic investigators to even share unpublished data and provides an effective medium for data sharing. As proteomic information reflects a direct view of cellular systems, proteomics is expected to complement other areas of biology such as genomics, transcriptomics, classical genetics, and chemical genetics in understanding the relationships among genome, gene functions, and living systems.

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References

  1. Yu, H., Braun, P., Yildirim, M.A., Lemmens, I., Venkatesan, K., Sahalie, J., Hirozane-Kishikawa, T., Gebreab, F., Li, N., Simonis, N., et al, (2008) High-Quality Binary Protein Interaction Map of the Yeast Interactome Network. Science, 322, 104–110.

    Article  PubMed  CAS  Google Scholar 

  2. Chaerkady, R. and Pandey, A. (2008) Applications of Proteomics to Lab Diagnosis. Annu Rev Pathol: Mech Dis, 3, 485–498.

    Article  CAS  Google Scholar 

  3. Chaerkady, R., Harsha, H.C., Nalli, A., Gucek, M., Vivekanandan, P., Akhtar, J., Cole, R.N., Simmers, J., Schulick, R.D., Singh, S., et al, (2008) A Quantitative Proteomic Approach for Identification of Potential Biomarkers in Hepatocellular Carcinoma. J Proteome Res, 7, 4289–4298.

    Article  PubMed  CAS  Google Scholar 

  4. Gronborg, M., Kristiansen, T.Z., Iwahori, A., Chang, R., Reddy, R., Sato, N., Molina, H., Jensen, O.N., Hruban, R.H., Goggins, M.G., et al, (2006) Biomarker Discovery from Pancreatic Cancer Secretome Using a Differential Proteomic Approach. Mol Cell Proteomics, 5, 157–171.

    PubMed  CAS  Google Scholar 

  5. Vermeulen, M., Hubner, N.C. and Mann, M. (2008) High Confidence Determination of Specific Protein–Protein Interactions Using Quantitative Mass Spectrometry. Curr Opin Biotechnol, 19, 331.

    Article  PubMed  CAS  Google Scholar 

  6. Kawasumi, M. and Nghiem, P. Chemical Genetics: Elucidating Biological Systems with Small-Molecule Compounds. J Invest Dermatol, 127, 1577.

    Google Scholar 

  7. Knight, Z.A., Gonzalez, B., Feldman, M.E., Zunder, E.R., Goldenberg, D.D., Williams, O., Loewith, R., Stokoe, D., Balla, A., Toth, B., et al, (2006) A Pharmacological Map of the PI3-K Family Defines a Role for p110[alpha] in Insulin Signaling. Cell, 125, 733.

    Article  PubMed  CAS  Google Scholar 

  8. Haggarty, S.J., Koeller, K.M., Wong, J.C., Grozinger, C.M. and Schreiber, S.L. (2003) Domain-Selective Small-Molecule Inhibitor of Histone Deacetylase 6 (HDAC6)-Mediated Tubulin Deacetylation. Proc Natl Acad Sci U S A, 100, 4389–4394.

    Article  PubMed  CAS  Google Scholar 

  9. Shim, J.S. and Kwon, H.J. (2004) Chemical Genetics for Therapeutic Target Mining. Expert Opin Ther Targets, 8, 653–661.

    Article  PubMed  CAS  Google Scholar 

  10. Dupre, A., Boyer-Chatenet, L., Sattler, R.M., Modi, A.P., Lee, J.-H., Nicolette, M.L., Kopelovich, L., Jasin, M., Baer, R., Paull, T.T., et al, (2008) A Forward Chemical Genetic Screen Reveals an Inhibitor of the Mre11-Rad50-Nbs1 Complex. Nat Chem Biol, 4, 119.

    Article  PubMed  CAS  Google Scholar 

  11. Koga, H. (2006) Establishment of the Platform for Reverse Chemical Genetics Targeting Novel Protein–Protein Interactions. Mol BioSyst, 2, 159–164.

    Article  PubMed  CAS  Google Scholar 

  12. Orchard, S., Hermjakob, H. and Apweiler, R. (2005) Annotating the Human Proteome. Mol Cell Proteomics, 4, 435–440.

    Article  PubMed  CAS  Google Scholar 

  13. Mueller, M., Martens, L. and Apweiler, R. (2007) Annotating the Human Proteome: Beyond Establishing a Parts List. Biochim Biophys Acta (BBA) – Proteins Proteomics, 1774, 175.

    Article  CAS  Google Scholar 

  14. Orchard, S. and Hermjakob, H. (2008) The HUPO Proteomics Standards Initiative – Easing Communication and Minimizing Data Loss in a Changing World. Brief Bioinform, 9, 166–173.

    Article  PubMed  CAS  Google Scholar 

  15. Peri, S., Navarro, J.D., Amanchy, R., Kristiansen, T.Z., Jonnalagadda, C.K., Surendranath, V., Niranjan, V., Muthusamy, B., Gandhi, T.K., Gronborg, M., et al, (2003) Development of Human Protein Reference Database as an Initial Platform for Approaching Systems Biology in Humans. Genome Res, 13, 2363–2371.

    Article  PubMed  CAS  Google Scholar 

  16. Peri, S., Navarro, J.D., Kristiansen, T.Z., Amanchy, R., Surendranath, V., Muthusamy, B., Gandhi, T.K., Chandrika, K.N., Deshpande, N., Suresh, S., et al, (2004) Human Protein Reference Database as a Discovery Resource for Proteomics. Nucleic Acids Res, 32, D497–501.

    Article  PubMed  CAS  Google Scholar 

  17. Mishra, G.R., Suresh, M., Kumaran, K., Kannabiran, N., Suresh, S., Bala, P., Shivakumar, K., Anuradha, N., Reddy, R., Raghavan, T.M., et al, (2006) Human Protein Reference Database – 2006 Update. Nucl Acids Res, 34, D411–D414.

    Article  PubMed  CAS  Google Scholar 

  18. Prasad, T.S.K., Goel, R., Kandasamy, K., Keerthikumar, S., Kumar, S., Mathivanan, S., Telikicherla, D., Raju, R., Shafreen, B., Venugopal, A., et al, (2009) Human Protein Reference Database – 2009 Update. Nucl Acids Res, 37, D767–D772.

    Article  CAS  Google Scholar 

  19. Wheeler, D.L., Barrett, T., Benson, D.A., Bryant, S.H., Canese, K., Chetvernin, V., Church, D.M., Dicuccio, M., Edgar, R., Federhen, S., et al, (2008) Database Resources of the National Center for Biotechnology Information. Nucleic Acids Res, 36, D13–D21.

    Article  PubMed  CAS  Google Scholar 

  20. Mathivanan, S., Periaswamy, B., Gandhi, T.K., Kandasamy, K., Suresh, S., Mohmood, R., Ramachandra, Y.L. and Pandey, A. (2006) An Evaluation of Human Protein–Protein Interaction Data in the Public Domain. BMC Bioinform, 7 Suppl 5, S19.

    Article  Google Scholar 

  21. Chatr-aryamontri, A., Ceol, A., Palazzi, L.M., Nardelli, G., Schneider, M.V., Castagnoli, L. and Cesareni, G. (2007) MINT: The Molecular INTeraction Database. Nucl Acids Res, 35, D572–D574.

    Article  PubMed  CAS  Google Scholar 

  22. Kerrien, S., Alam-Faruque, Y., Aranda, B., Bancarz, I., Bridge, A., Derow, C., Dimmer, E., Feuermann, M., Friedrichsen, A., Huntley, R., et al, (2007) IntAct – Open Source Resource for Molecular Interaction Data. Nucl Acids Res, 35, D561–D565.

    Article  PubMed  CAS  Google Scholar 

  23. Alfarano, C., Andrade, C.E., Anthony, K., Bahroos, N., Bajec, M., Bantoft, K., Betel, D., Bobechko, B., Boutilier, K., Burgess, E., et al, (2005) The Biomolecular Interaction Network Database and Related Tools 2005 Update. Nucl Acids Res, 33, D418–424.

    Article  PubMed  CAS  Google Scholar 

  24. Salwinski, L., Miller, C.S., Smith, A.J., Pettit, F.K., Bowie, J.U. and Eisenberg, D. (2004) The Database of Interacting Proteins: 2004 Update. Nucl Acids Res, 32, D449–451.

    Article  PubMed  CAS  Google Scholar 

  25. Pagel, P., Kovac, S., Oesterheld, M., Brauner, B., Dunger-Kaltenbach, I., Frishman, G., Montrone, C., Mark, P., Stumpflen, V., Mewes, H.-W., et al, (2005) The MIPS Mammalian Protein–Protein Interaction Database. Bioinformatics, 21, 832–834.

    Article  PubMed  CAS  Google Scholar 

  26. Beuming, T., Skrabanek, L., Niv, M.Y., Mukherjee, P. and Weinstein, H. (2005) PDZBase: A Protein–Protein Interaction Database for PDZ-Domains. Bioinformatics, 21, 827–828.

    Article  PubMed  CAS  Google Scholar 

  27. Hermjakob, H., Montecchi-Palazzi, L., Bader, G., Wojcik, J., Salwinski, L., Ceol, A., Moore, S., Orchard, S., Sarkans, U., von Mering, C., et al, (2004) The HUPO PSI’s Molecular Interaction Format[mdash]a Community Standard for the Representation of Protein Interaction Data. Nat Biotech, 22, 177.

    Article  CAS  Google Scholar 

  28. John, S.G. (2004) The RESID Database of Protein Modifications as a resource and annotation tool. PROTEOMICS, 4, 1527–1533.

    Article  Google Scholar 

  29. Ashburner, M., Ball, C.A., Blake, J.A., Botstein, D., Butler, H., Cherry, J.M., Davis, A.P., Dolinski, K., Dwight, S.S., Eppig, J.T., et al, (2000) Gene Ontology: Tool for the Unification of Biology. Nat Genet, 25, 25.

    Article  PubMed  CAS  Google Scholar 

  30. Kelso, J., Visagie, J., Theiler, G., Christoffels, A., Bardien, S., Smedley, D., Otgaar, D., Greyling, G., Jongeneel, C.V., McCarthy, M.I., et al, (2003) eVOC: A Controlled Vocabulary for Unifying Gene Expression Data. Genome Res, 13, 1222–1230.

    Article  PubMed  CAS  Google Scholar 

  31. Gandhi, T.K., Zhong, J., Mathivanan, S., Karthick, L., Chandrika, K.N., Mohan, S.S., Sharma, S., Pinkert, S., Nagaraju, S., Periaswamy, B., et al, (2006) Analysis of the Human Protein Interactome and Comparison with Yeast, Worm and Fly Interaction Datasets. Nat Genet, 38, 285–293.

    Article  PubMed  CAS  Google Scholar 

  32. Rhodes, D.R., Tomlins, S.A., Varambally, S., Mahavisno, V., Barrette, T., Kalyana-Sundaram, S., Ghosh, D., Pandey, A. and Chinnaiyan, A.M. (2005) Probabilistic Model of the Human Protein–Protein Interaction Network. Nat Biotechnol, 23, 951–959.

    Article  PubMed  CAS  Google Scholar 

  33. Rual, J.F., Venkatesan, K., Hao, T., Hirozane-Kishikawa, T., Dricot, A., Li, N., Berriz, G.F., Gibbons, F.D., Dreze, M., Ayivi-Guedehoussou, N., et al, (2005) Towards a Proteome-Scale Map of the Human Protein–Protein Interaction Network. Nature, 437, 1173–1178.

    Article  PubMed  CAS  Google Scholar 

  34. Stelzl, U., Worm, U., Lalowski, M., Haenig, C., Brembeck, F.H., Goehler, H., Stroedicke, M., Zenkner, M., Schoenherr, A., Koeppen, S., et al, (2005) A Human Protein–Protein Interaction Network: A Resource for Annotating the Proteome. Cell, 122, 957–968.

    Article  PubMed  CAS  Google Scholar 

  35. Pujana, M.A., Han, J.D., Starita, L.M., Stevens, K.N., Tewari, M., Ahn, J.S., Rennert, G., Moreno, V., Kirchhoff, T., Gold, B., et al, (2007) Network Modeling Links Breast Cancer Susceptibility and Centrosome Dysfunction. Nat Genet, 39, 1338–1349.

    Article  PubMed  CAS  Google Scholar 

  36. Kamburov, A., Wierling, C., Lehrach, H. and Herwig, R. (2008) ConsensusPathDB – A Database for Integrating Human Functional Interaction Networks. Nucl Acids Res, gkn698.

    Google Scholar 

  37. Hu, Z., Snitkin, E.S. and DeLisi, C. (2008) VisANT: An Integrative Framework for Networks in Systems Biology. Brief Bioinform, 9, 317–325.

    Article  PubMed  CAS  Google Scholar 

  38. Berger, S.I., Posner, J.M. and Ma’ayan, A. (2007) Genes2Networks: Connecting Lists of Gene Symbols Using Mammalian Protein Interactions Databases. BMC Bioinform, 8, 372.

    Article  Google Scholar 

  39. Barsky, A., Gardy, J.L., Hancock, R.E. and Munzner, T. (2007) Cerebral: A Cytoscape Plugin for Layout of and Interaction with Biological Networks Using Subcellular Localization Annotation. Bioinformatics, 23, 1040–1042.

    Article  PubMed  CAS  Google Scholar 

  40. Avila-Campillo, I., Drew, K., Lin, J., Reiss, D.J. and Bonneau, R. (2007) BioNetBuilder: Automatic Integration of Biological Networks. Bioinformatics, 23, 392–393.

    Article  PubMed  CAS  Google Scholar 

  41. Obayashi, T., Hayashi, S., Shibaoka, M., Saeki, M., Ohta, H. and Kinoshita, K. (2008) COXPRESdb: A Database of Coexpressed Gene Networks in Mammals. Nucleic Acids Res, 36, D77–82.

    Article  PubMed  CAS  Google Scholar 

  42. Jensen, L.J., Kuhn, M., Stark, M., Chaffron, S., Creevey, C., Muller, J., Doerks, T., Julien, P., Roth, A., Simonovic, M., et al. (2009) STRING 8 – A Global View on Proteins and Their Functional Interactions in 630 Organisms. Nucl Acids Res, 37, D412–D416.

    Article  PubMed  CAS  Google Scholar 

  43. Chaurasia, G., Iqbal, Y., Hanig, C., Herzel, H., Wanker, E.E. and Futschik, M.E. (2007) UniHI: An Entry Gate to the Human Protein Interactome. Nucleic Acids Res, 35, D590–594.

    Article  PubMed  CAS  Google Scholar 

  44. Zaidel-Bar, R., Itzkovitz, S., Ma’ayan, A., Iyengar, R. and Geiger, B. (2007) Functional Atlas of the Integrin Adhesome. Nat Cell Biol, 9, 858–867.

    Article  PubMed  CAS  Google Scholar 

  45. Subramanian, A., Tamayo, P., Mootha, V.K., Mukherjee, S., Ebert, B.L., Gillette, M.A., Paulovich, A., Pomeroy, S.L., Golub, T.R., Lander, E.S., et al, (2005) Gene Set Enrichment Analysis: A Knowledge-Based Approach for Interpreting Genome-Wide Expression Profiles. Proc Natl Acad Sci USA, 102, 15545–15550.

    Article  PubMed  CAS  Google Scholar 

  46. Edwards, R.J., Davey, N.E. and Shields, D.C. (2008) CompariMotif: Quick and Easy Comparisons of Sequence Motifs. Bioinformatics, 24, 1307–1309.

    Article  PubMed  CAS  Google Scholar 

  47. Edwards, R.J., Davey, N.E. and Shields, D.C. (2007) SLiMFinder: A Probabilistic Method for Identifying Over-Represented, Convergently Evolved, Short Linear Motifs in Proteins. PLoS ONE, 2, e967.

    Article  PubMed  Google Scholar 

  48. Yang, C.Y., Chang, C.H., Yu, Y.L., Lin, T.C., Lee, S.A., Yen, C.C., Yang, J.M., Lai, J.M., Hong, Y.R., Tseng, T.L., et al. (2008) PhosphoPOINT: A Comprehensive Human Kinase Interactome and Phospho-Protein Database. Bioinformatics, 24, i14–20.

    Article  PubMed  Google Scholar 

  49. Gong, W., Zhou, D., Ren, Y., Wang, Y., Zuo, Z., Shen, Y., Xiao, F., Zhu, Q., Hong, A., Zhou, X., et al, (2008) PepCyber:P∼PEP: A Database of Human Protein Protein Interactions Mediated by Phosphoprotein-Binding Domains. Nucleic Acids Res, 36, D679–683.

    Article  PubMed  CAS  Google Scholar 

  50. Xue, Y., Ren, J., Gao, X., Jin, C., Wen, L. and Yao, X. (2008) GPS 2.0, a Tool to Predict Kinase-specific Phosphorylation Sites in Hierarchy. Mol Cell Proteomics, 7, 1598–1608.

    Article  PubMed  CAS  Google Scholar 

  51. Keerthikumar, S., Raju, R., Kandasamy, K., Hijikata, A., Ramabadran, S., Balakrishnan, L., Ahmed, M., Rani, S., Selvan, L.D.N., Somanathan, D.S., et al, (2008) RAPID: Resource of Asian Primary Immunodeficiency Diseases. Nucl Acids Res, 37, D863–D867.

    Article  PubMed  Google Scholar 

  52. Nogales-Cadenas, R., Abascal, F., Diez-Perez, J., Carazo, J.M. and Pascual-Montano, A. (2008) CentrosomeDB: A Human Centrosomal Proteins Database. Nucl Acids Res, 37, D175–D180.

    Article  PubMed  Google Scholar 

  53. Richardson, C.J., Gao, Q., Mitsopoulous, C., Zvelebil, M., Pearl, L.H. and Pearl, F.M.G. (2009) MoKCa Database – Mutations of Kinases in Cancer. Nucl Acids Res, 37, D824–D831.

    Article  PubMed  CAS  Google Scholar 

  54. Igarashi, Y., Eroshkin, A., Gramatikova, S., Gramatikoff, K., Zhang, Y., Smith, J.W., Osterman, A.L. and Godzik, A. (2007) CutDB: A Proteolytic Event Database. Nucl Acids Res, 35, D546–549.

    Article  PubMed  CAS  Google Scholar 

  55. Shtatland, T., Guettler, D., Kossodo, M., Pivovarov, M. and Weissleder, R. (2007) PepBank – A Database of Peptides Based on Sequence Text Mining and Public Peptide Data Sources. BMC Bioinform, 8, 280.

    Article  Google Scholar 

  56. Li, C.-Y., Liu, Q.-R., Zhang, P.-W., Li, X.-M., Wei, L. and Uhl, G.R. (2008) OKCAM: An Ontology-Based, Human-Centered Knowledgebase for Cell Adhesion Molecules. Nucl Acids Res, 37, D251–D260.

    Article  PubMed  Google Scholar 

  57. Hulbert, E.M., Smink, L.J., Adlem, E.C., Allen, J.E., Burdick, D.B., Burren, O.S., Cassen, V.M., Cavnor, C.C., Dolman, G.E., Flamez, D., et al, (2007) T1DBase: Integration and Presentation of Complex Data for Type 1 Diabetes Research. Nucl Acids Res, 35, D742–D746.

    Article  PubMed  CAS  Google Scholar 

  58. Amanchy, R., Periaswamy, B., Mathivanan, S., Reddy, R., Tattikota, S.G. and Pandey, A. (2007) A Curated Compendium of Phosphorylation Motifs. Nat Biotechnol, 25, 285–286.

    Article  PubMed  CAS  Google Scholar 

  59. Mathivanan, S., Ahmed, M., Ahn, N.G., Alexandre, H., Amanchy, R., Andrews, P.C., Bader, J.S., Balgley, B.M., Bantscheff, M., Bennett, K.L., et al, (2008) Human Proteinpedia Enables Sharing of Human Protein Data. Nat Biotechnol, 26, 164–167.

    Article  PubMed  CAS  Google Scholar 

  60. Kandasamy, K., Keerthikumar, S., Goel, R., Mathivanan, S., Patankar, N., Shafreen, B., Renuse, S., Pawar, H., Ramachandra, Y.L., Acharya, P.K., et al, (2009) Human Proteinpedia: A Unified Discovery Resource for Proteomics Research. Nucl Acids Res, 37, D773–781.

    Article  PubMed  CAS  Google Scholar 

  61. Kuster, B., Schirle, M., Mallick, P. and Aebersold, R. (2005) Scoring Proteomes with Proteotypic Peptide Probes. Nat Rev Mol Cell Biol, 6, 577.

    Article  PubMed  CAS  Google Scholar 

  62. Robertson Craig, J.P.C.R.C.B. (2005) The Use of Proteotypic Peptide Libraries for Protein Identification. Rapid Commun Mass Spectrom, 19, 1844–1850.

    Article  PubMed  Google Scholar 

  63. Wolf-Yadlin, A., Hautaniemi, S., Lauffenburger, D.A. and White, F.M. (2007) Multiple Reaction Monitoring for Robust Quantitative Proteomic Analysis of Cellular Signaling Networks. Proc Natl Acad Sci, 104, 5860–5865.

    Article  PubMed  CAS  Google Scholar 

  64. Anderson, L. and Hunter, C.L. (2006) Quantitative Mass Spectrometric Multiple Reaction Monitoring Assays for Major Plasma Proteins. Mol Cell Proteomics, 5, 573–588.

    PubMed  CAS  Google Scholar 

  65. Koc, H. and Swenberg, J.A. (2002) Applications of Mass Spectrometry for Quantitation of DNA Adducts. J Chromatogr B, 778, 323.

    Article  CAS  Google Scholar 

  66. Mario Thevis, G.O.W.S. (2001) High Speed Determination of Beta-Receptor Blocking Agents in Human Urine by Liquid Chromatography/Tandem Mass Spectrometry. Biomed Chromatogr, 15, 393–402.

    Article  Google Scholar 

  67. Ho, E.N.M., Leung, D.K.K., Wan, T.S.M. and Yu, N.H. (2006) Comprehensive Screening of Anabolic Steroids, Corticosteroids, and Acidic Drugs in Horse Urine by Solid-Phase Extraction and Liquid Chromatography-Mass Spectrometry. J Chromatogr A, 1120, 38.

    Article  PubMed  CAS  Google Scholar 

  68. Herrin, G., McCurdy, H.H.H. and Wall, W.H. (2005) Investigation of an LCMSMS (QTrap) Method for the Rapid Screening and Identification of Drugs in Postmortem Toxicology Whole Blood Samples. J Anal Toxicol, 29, 599.

    PubMed  CAS  Google Scholar 

  69. Guan, F., Uboh, C.E., Soma, L.R., Luo, Y., Rudy, J. and Tobin, T. (2005) Detection, Quantification and Confirmation of Anabolic Steroids in Equine Plasma by Liquid Chromatography and Tandem Mass Spectrometry. J Chromatogr B, 829, 56.

    Article  CAS  Google Scholar 

  70. Liao, H., Wu, J., Kuhn, E., Chin, W., Chang, B., Jones, M.D., O’Neil, S., Clauser, K.R., Karl, J., Hasler, F., Roubenoff, R., Zolg, W. and Guild, B.C. (2004) Use of Mass Spectrometry to Identify Protein Biomarkers of Disease Severity in the Synovial Fluid and Serum of Patients with Rheumatoid Arthritis. Arthritis Rheum, 50, 3792–3803.

    Article  PubMed  CAS  Google Scholar 

  71. Editorial. (2007) Democratizing Proteomics Data. Nat Biotech, 25, 262.

    Google Scholar 

  72. Editorial. (2008) Thou shalt Share your Data. Nat Meth, 5, 209.

    Google Scholar 

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Prasad, T.S.K., Kandasamy, K., Pandey, A. (2009). Human Protein Reference Database and Human Proteinpedia as Discovery Tools for Systems Biology. In: Koga, H. (eds) Reverse Chemical Genetics. Methods in Molecular Biology™, vol 577. Humana Press, Totowa, NJ. https://doi.org/10.1007/978-1-60761-232-2_6

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