Abstract
This review is devoted to describing, summarizing, and analyzing of dynamic proteomics data obtained over the last few years and concerning the role of protein-protein interactions in modeling of the living cell. Principles of modern high-throughput experimental methods for investigation of protein-protein interactions are described. Systems biology approaches based on integrative view on cellular processes are used to analyze organization of protein interaction networks. It is proposed that finding of some proteins in different protein complexes can be explained by their multi-modular and polyfunctional properties; the different protein modules can be located in the nodes of protein interaction networks. Mathematical and computational approaches to modeling of the living cell with emphasis on molecular dynamics simulation are provided. The role of the network analysis in fundamental medicine is also briefly reviewed.
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Abbreviations
- AFP:
-
alpha-fetoprotein
- CDK:
-
cyclin-dependent kinase
- CKI:
-
cyclin-dependent kinase inhibitor
- EGF:
-
epidermal growth factor
- FLIM:
-
fluorescence lifetime imaging microscopy
- FRET:
-
fluorescence resonance energy transfer
- MALDI-TOF:
-
matrix-assisted laser desorption/ionization-time of flight
- MAPK:
-
mitogen-activated protein kinase
- MD:
-
molecular dynamics
- NF-κB:
-
nuclear factor κB
- OASS:
-
O-acetylserine sulfohydrolase
- PTB:
-
phosphotyrosine binding
- SAT:
-
serine acetyl transferase
- SELDI:
-
surface enhanced laser desorption/ionization
- SH:
-
Src homology (homolog of the chicken sarcoma oncogene product)
- TAP-MS:
-
tandem affinity purification-mass spectrometry
- TNF-α:
-
tumor necrosis factor α
- Y2H:
-
yeast two-hybrid assay
References
Betts, M. J., and Russell, R. B. (2007) FEBS Lett., 581, 2870–2876.
Priami, C., and Quaglia, P. (2004) Brief. Bioinform., 5, 259–269.
Ideker, T., Galitski, T., and Hood, L. (2001) Annu. Rev. Genom. Hum. Genet., 2, 343–372.
Liu, E. T. (2005) Cell, 121, 505–506.
Friboulet, A., and Thomas, D. (2005) Biosens. Bioelectron., 20, 2404–2407.
Coveney, P. V., and Fowler, P. W. (2005) J. R. Soc. Interface, 2, 267–280.
You, L. (2004) Cell Biochem. Biophys., 40, 167–184.
Fisher, J., and Henzinger, T. A. (2007) Nat. Biotechnol., 25, 1239–1249.
Shaitan, K. V., Tourleigh, Ye. V., Golik, D. N., Tereshkina, K. V., Levtsova, O. V., Fedik, I. V., Shaitan, A. K., Li, A., and Kirpichnikov, M. P. (2006) Ros. Khim. Zh., 50, 53–65.
Ferrel, J. E., Jr. (2009) J. Biol., 8, 2.
Shaitan, K. V. (2003) in Stochastic Dynamics of Reacting Biomolecules (Ebeling, W., et al., eds.) World Scientific, pp. 283–308.
Milo, R. (2007) Mol. Biosyst., 3, 542–546.
Trinkle-Mulcany, L., and Lamond, A. I. (2007) Science, 318, 1402–1407.
Mayer, B. J. (1999) Mol. Biotechnol., 13, 201–213.
Houtman, J. C. D., Barda-Saad, M., and Samelson, L. E. (2005) FEBS J., 272, 5426–5435.
Terentiev, A. A., and Moldogazieva, N. T. (2006) Biochemistry (Moscow), 71, 120–132.
Zaretsky, J. Z., and Wreschner, D. H. (2008) Translat. Oncogenomics, 3, 99–136.
Ghaemmaghami, S., Huh, W.-K., Bower, K., Howson, R. W., Belle, A., Dephoure, N., O’shea, E. K., and Weissman, J. S. (2003) Nature, 425, 737–741.
Parrish, J. R., Gulyas, K. D., and Finley, R. L., Jr. (2006) Curr. Opin. Biotechnol., 17, 387–393.
Stumpf, M. P. H., Thorne, T., de Silva, E., Stewart, R., An, H. J., Lapper, M., and Wiuf, C. (2008) Proc. Natl. Acad. Sci. USA, 105, 6959–6964.
Cusick, M. E., Klitgord, M. E., Vidal, M., and Hill, D. E. (2005) Hum. Mol. Genet., 14, R171–181.
Mika, S., and Rost, B. (2006) PLoS Comput. Biol., 2, e79.
Sprinzak, E., Sattath, S., and Margalit, H. (2003) J. Mol. Biol., 327, 919–923.
Collins, S. R., Kemmeren, P., Zhao, X. C., Greenblatt, J. F., Spencer, F., Holstege, F. C., Weissman, J. S., and Krogan, N. J. (2007) Mol. Cell Proteom., 6, 439–450.
Singhal, M., and Resat, H. (2007) BMC Bioinform., 8, 199.
Lee, H., Deng, H., Sun, F., and Chen, T. (2006) BMC Bioinform., 7, 269.
Causier, B. (2004) Mass Spectrom. Rev., 23, 350–367.
Puig, O., Caspary, F., Rigaut, G., Rutz, B., Bouveret, E., Bragado-Nilsson, E., Wilm, M., and Seraphin, B. (2001) Methods, 24, 218–229.
Rigaut, G., Shevchenko, A., Rutz, B., Wilm, M., Mann, M., and Seraphin, B. (1999) Nat. Biotechnol., 17, 1030–1032.
Ho, Y., Gruhler, A., Heilbut, A., Bader, G. D., Moore, L., Adams, S. L., Millar, A., Taylor, P., Bennett, K., Boutilier, K., Yang, L., Wolting, C., Donaldson, I., Schandorff, S., Shewnarane, J., Vo, M., Taggart, J., Goudreault, M., Muskat, B., Alfarano, C., Dewar, D., Lin, Z., Michalickova, K., Willems, A. R., Sassi, H., Nielsen, P. A., Rasmussen, K. J., Andersen, J. R., Johansen, L. E., Hansen, L. H., Jespersen, H., Podtelejnikov, A., Nielsen, E., Crawford, J., Poulsen, V., Sorensen, B. D., Matthiesen, J., Hendrickson, R. C., Gleeson, F., Pawson, T., Moran, M. F., Durocher, D., Mann, M., Hogue, C. W., Figeys, D., and Tyers, M. (2002) Nature, 415, 180–183.
Zhou, M., and Veestra, T. D. (2007) Proteomics, 7, 2688–2697.
Domon, B., and Aebersold, R. (2006) Science, 312, 212–217.
Bartel, P., and Fields, P. (1995) in Methods: A Companion of Methods in Enzymology, 254, 241–263.
Fields, S., and Song, O. (1989) Nature, 340, 245–246.
Ito, T., Ota, K., Kubota, H., Yamaguchi, Y., Chiba, T., Sakuraba, K., and Yoshida, M. (2002) Mol. Cell Proteom., 1, 561–566.
Kaiser, P., Meierhofer, D., Wang, X., and Huang, L. (2008) Meth. Mol. Biol., 439, 309–326.
Gavin, A. C., Bosche, M., Krause, R., Grandi, P., Marzioch, M., Bauer, A., Shultz, J., Rick, J. M., Michon, A. M., Cruciat, C. M., Remor, M., Hofert, C., Schelder, M., Brajenovic, M., Ruffner, H., Merino, A., Klein, K., Hudak, Dickson, D., Rudi, T., Gnau, V., Bauch, A., Bastuck, S., Huhse, B., Leutwein, C., Heurtier, M. A., Copley, R. R., Edelman, A., Querfurth, E., Rybin, V., Drewes, G., Raida, M., Boymeester, T., Bork, P., Seraphin, B., Kuster, B., Neubauer, G., and Superti-Furga, G. (2002) Nature, 415, 141–147.
Burckstummer, T., Bennet, T., Preradovic, A., Schultze, G., Hantschel, O., Superti-Furga, G., and Bauch, A. (2006) Nat. Meth., 3, 1013–1019.
Tagwerker, C., Flick, K., Cui, M., Guerrero, C., Dou, Y., Auer, B., Baldi, P., Huang, L., and Kaiser, P. (2006) Mol. Cell. Proteom., 5, 737–748.
Arnau, J., Lauritzen, C., Petersen, G. E., and Pedersen, J. (2006) Protein Expr. Purif., 48, 1–13.
Zhou, M., and Veestra, T. D. (2008) Biotechiques, 44, 667–670.
Abu-Farsha, M., Elisma, F., and Figeys, D. (2008) Adv. Biochem. Eng. Biotechnol., 110, 67–80.
Karas, M., Bachmann, D., Bahr, D., and Hillenkamp, F. (1987) Int. J. Mass Spectrom. Ion Proc., 78, 53–68.
Yip, T. T., and Hutchens, T. W. (1992) FEBS Lett., 308, 149–153.
Ahram, M., and Petricoin, E. F. (2008) Biomarker Insights, 3, 325–333.
Engwegen, J. Y., Helgason, H. H., Cats, A., Harris, N., Bonfrer, J. M., Schellens, J. H., and Beijnen, J. H. (2006) World J. Gastroenterol., 12, 1536–1544.
Poon, T. C. (2007) Exp. Rev. Proteom., 4, 51–65.
Sanchez, J. C., Guillaume, E., Lescuyer, P., Allard, L., Carrette, O., Scherl, A., Burgess, J., Corthals, G. L., Burkhard, P. R., and Hochstrasser, D. F. J. (2004) Proteomics, 4, 2229–2233.
Hong, M. L., Jiang, N., Gopinath, S., and Chew, F. T. (2006) Clin. Exp. Pharmacol. Physiol., 33, 563–568.
Feng, B., Dai, Y., Wang, L., Tao, N., Huang, S., and Zeng, H. (2009) Biologicals, 37, 48–54.
Conrad, U., and Scheller, J. (2005) Comb. Chem. High Throughput Screen, 8, 117–126.
Kumada, Y., Zhao, C., Ishimura, R., Imanaka, H., Imamura, K., and Nakanishi, K. (2007) J. Biotechnol., 128, 354–361.
Nickell, S., Beck, F., Korinek, A., Mihalache, O., Baumeister, W., and Plitzko, J. M. (2006) Nat. Rev. Mol. Cell Biol., 7, 225–230.
Pepperkok, R., and Ellenberg, J. (2006) Nat. Rev. Cell Biol., 7, 690–696.
Lucic, V., Forster, F., and Baumeister, W. (2005) Annu. Rev. Biochem., 74, 833–865.
Baumeister, W. (2005) FEBS Lett., 579, 933–937.
Ortiz, J. O., Forster, F., Kurner, J., Linaroudis, A. A., and Baumeister, W. J. (2006) J. Struct. Biol., 156, 334–341.
Hober, S., and Uhlen, M. (2008) Curr. Opin. Biotechnol., 19, 30–35.
Ponten, F., Jirstrom, K., and Uhlen, M. (2008) J. Pathol., 216, 387–393.
Wallrabe, H., and Periasamy, A. (2005) Curr. Opin. Biotechnol., 16, 19–27.
Gordon, G. W., Berry, G., Liang, X. H., Levine, B., and Herman, B. (1998) Biophys. J., 74, 2702–2713.
Periasamy, A., Wallrabe, H., Chen, Y., and Barrosso, M. (2008) Meth. Cell Biol., 89, 569–598.
Suhling, K., French, P. M., and Philips, D. (2005) Photochem. Photobiol. Sci., 4, 13–22.
Jarvik, J. W., Adler, S. A., Telmer, C. A., Subramaniam, V., and Lopez, A. J. (1996) BioTechniques, 20, 896–904.
Jarvik, J. W., and Telmer, C. A. (1998) Annu. Rev. Genet., 32, 601–618.
Sigal, A., Danon, T., Cohen, A., Milo, R., Geva-Zatorsky, N., Lustig, G., Liron, Y., Alon, U., and Perzov, N. (2007) Nat. Protoc., 2, 1515–1527.
Sigal, A., Milo, R., Cohen, A., Geva-Zatorsky, N., Klein, Y., Alaluf, I., Swerdlin, N., Perzov, N., Danon, T., Liron, Y., Raveh, T., Carpenter, A. E., Lavah, G., and Alon, U. (2006) Nat. Meth., 3, 525–531.
Cohen, A. A., Geva-Zatorsky, N., Eden, E., Frenkel-Morgenstern, M., Issaeva, I., Sigal, A., Milo, R., Cohen-Saidon, C., Liron, Y., Kam, Z., Cohen, L., Danon, T., Perzov, N., and Alon, U. (2008) Science, 322, 1511–1516.
Shoemaker, B. A., and Panchenko, A. R. (2007) PLoS Comput. Biol., 3, e43.
Ramirez, F., Schlicker, A., Assenov, Y., Lengauer, T., and Albrecht, M. (2007) Proteomics, 7, 2541–2552.
Kiemer, L., Costa, S., Ueffing, M., and Cesarini, G. (2007) Proteomics, 7, 932–943.
Li, D., Liu, W., Liu, Z., Wang, J., Liu, Q., Zhu, Y., and He, F. (2008) Mol. Cell Proteom., 7, 1043–1052.
Braun, P., Tasan, M., Dreze, M., Barrios-Rodiles, M., Lemmens, I., Yu, H., Sahalie, J. M., Murray, R. R., Roncari, L., de Smet, A. S., Venkatesan, K., Rual, J. F., Vandenhaute, J., Cusick, M. E., Pawson, T., Hill, D. E., Tavernier, J., Wrana, J. L., Roth, F. P., and Vidal, M. (2009) Nat. Meth., 6, 91–97.
Skrabanek, L., Saini, H. K., Bader, G. D., and Enright, A. J. (2008) Mol. Biotechnol., 38, 1–17.
Bader, S., Kuhner, S., and Gavin, A. C. (2008) FEBS Lett., 582, 1220–1224.
Altaf-Ul-Amin, M., Shinbo, Y., Mihara, K., Kurokawa, K., and Kanaya, S. (2006) BMC Bioinform., 7, 207.
Brohee, S., and van Helden, J. (2006) BMC Bioinform., 7, 488.
Eilbeck, K., Brass, A., Paton, N., and Hodgman, C. (1999) in Intelligent Systems for Molecular Biology, Vol. 7, AAAI Press, Palo Alto, pp. 87–94.
Xenarios, I. E. E. F., Salwinski, L., Duan, X. J., Hegney, P., Kim, S. M., and Eisenberg, D. (2002) Nucleic Acids Res., 30, 303–305.
Bader, G. D., Betel, D., and Vogue, C. W. V. (2003) Nucleic Acids Res., 31, 248–250.
Breitkreutz, B. J., Stark, C., Reguly, T., Boucher, L., Breitkreutz, A., Livstone, M., Oughtred, R., Lackner, D. H., Bachler, J., Wood, V., Dolinski, K., and Tyers, M. (2008) Nucleic Acids Res., 36 (Database issue), D637-640.
Teyra, J., Doms, A., Schroeder, M., and Pisabarro, M. T. (2006) BMC Bioinform., 7, 104.
Teyra, J., Paszkowski-Rogacz, M., Anders, G., and Pisabarro, M. T. (2008) BMC Bioinform., 8, 9.
Spirin, S., Titov, M., Karayagina, A., and Alexeevskii, A. (2007) BMC Bioinform., 23, 3247–3248.
Gong, S., Yoon, G., Jang, I., Bolser, D., Dafas, P., Scroeder, M., Choi, H., Cho, Y., Han, K., Lee, S., Choi, H., Lappe, M., Holm, L., Kim, S., Oh, D., and Bhak, J. (2005) Bioinformatics, 21, 2541–2543.
Parrish, J. R., Yu, J., Liu, G., Hines, J. A., Chan, J. E., Mangolia, B. A., Zhang, H., Pacifico, S., Fotouhi, S., DiRita, V. J., Ideker, T., Andrews, P., and Finley, R. L., Jr. (2007) Genome Biol., 8, R130.
Butland, G., Peregrin-Alvarez, J. M., Li, J., Yang, W., Yang, X., Canadien, V., Starostine, A., Richards, D., Beattie, B., Krogan, N., Davey, M., Parkinson, J., Greenblatt, J., and Emili, A. (2005) Nature, 433, 531–537.
Yellaboina, S., Goyal, K., and Mande, S. C. (2007) Genome Res., 17, 527–535.
Diaz-Mejia, J. J., Babu, M., and Emili, A. (2009) FEMS Microbiol. Rev., 33, 66–97.
Su, C., Peregrin-Alvarez, J. M., Butland, G., Phanse, S., Fong, V., Emili, A., and Parkinson, J. (2008) Nucleic Acids Res., 36(Database issue), D632–636.
Huh, W. K., Falvo, J. V., Gerke, L. C., Carroll, A. S., Howson, R. W., Weissman, J. S., and O’shea, E. K. (2003) Nature, 425, 688–691.
Dolinsky, T. J., Burgers, P. M., Karplus, K., and Baker, N. A. (2004) Bioinformatics, 20, 2312–2314.
Bader, G. D., and Hogue, C. W. (2002) Nature Biotechnol., 20, 991–997.
Yu, H., Braun, P., Yildirim, M. A., Lemmens, I., Venkatesan, K., Sahalie, J., Hirozane-Kishikawa, T., Gebreab, F., Li, N., Simonis, N., Hao, T., Rual, J. F., Dricot, A., Vazguez, A., Murray, R. R., Simon, C., Tardivo, L., Tam, S., Svrzikapa, N., Fan, C., de Smet, A. S., Motyl, A., Hudson, M. A., Park, J., Xin, X., Gusick, M. A., Moore, T., Boone, C., Snyder, M., Roth, E. P., Barabasi, A. L., Tavernier, J., Hill, D. E., and Vidal, M. (2008) Science, 322, 104–110.
Krogan, N. J., Cagney, G., Yu, H., Zhong, G., Guo, X., Ignatchenko, A., Li, J., Pu, S., Datta, N., Tikuisis, A. P., Punna, T., Peregrin-Alvarez, J. M., Shales, M., Zhang, X., Davey, M., Robinson, M. D., Paccanaro, A., Bray, J. E., Sheung, A., Beattie, B., Richards, D. P., Canadien, V., Lalev, A., Mena, F., Wong, F., Starostine, A., Canete, M. M., Vlasblom, J., Wu, S., Orsi, C., Collins, S. R., Chandran, S., Haw, R., Rilstone, J. J., Gandi, K., Thompson, N. J., Musso, G., St Onge, P., Ghanny, S., Lam, M. H., Butland, G., Altaf-Ul, A. M., Kanaya, S., Shilatifard, A., O’shea, E., Wiessman, J. S., Ingles, C. J., Hughes, T. R., Parkinson, J., Gerstein, M., Wodak, S. J., Emili, A., and Greenblatt, J. F. (2006) Nature, 440, 637–643.
Formstecher, E., Aresta, S., Collura, V., Hamburger, A., Meil, A., Trehin, A., Reverdy, C., Betin, V., Maire, S., Brun, C., Jacq, B., Arpin, M., Bellaiche, Y., Bellusci, C., Benaroch, P., Bornens, M., Chanet, R., Chavrier, P., Delattre, O., Doye, V., Fehon, R., Faye, G., Galli, T., Girault, G. A., Goud, B., de Gunzburg, J., Johannes, L., Junier, M. P., Mirous, V., Mukherjee, A., Papadopoulo, D., Perez, F., Plessis, A., Rosse, C., Saule, S., Stoppa-Lyonnet, D., Vincent, A., White, M., Legrain, P., Wojcik, J., Camonis, D., and Daviet, L. (2005) Genome Res., 15, 376–384.
Stanyon, C. A., Liu, G., Mangolia, B. A., Patel, N., Kuang, B., Zhang, H., Zhong, J., and Finley, R. L., Jr. (2004) Genome Biol., 5, R96.
Lin, C. Y., Chen, S. H., Cho, C. S., Chen, C. L., Lin, F. K., Lin, C. H., Chen, P. Y., Lo, C. Z., and Hsiung, C. A. (2006) BMC Bioinform., 7(Suppl. 5), S18.
Yu, J., Pacifico, S., Liu, G., and Finley, R. L., Jr. (2008) BMC Genomics, 9, 461.
Drysdale, R., FlyBase Consortsium (2008) Meth. Mol. Biol., 420, 45–59.
Venkatesan, K., Rual, J. F., Vazquez, A., Stelzl, U., Lemmens, I., Hirozane-Kishikawa, T., Hao, T., Zenkner, M., Xin, X., Goh, K. I., Yildirim, M. A., Simonis, N., Heinzmann, K., Gebreab, F., Sahalie, J. M., Cevik, S., Simon, C., de Smet, A. S., Dann, E., Smolyar, A., Vinayagan, A., Yu, H., Szeto, D., Borick, H., Dricot, A., Klitgord, N., Murray, R. R., Lin, C., Lalowski, M., Timm, J., Rau, K., Boone, C., Braun, P., Cusick, M. E., Roth, F. P., Hill, D. E., Tavernier, J., Wanker, E. E., Barabasi, A. L., and Vidal, M. (2009) Nat. Meth., 6, 83–90.
Rual, J. F., Venkatesan, K., Hao, T., Hirozane-Kishikawa, T., Dricot, A., Li, N., Berriz, G. F., Gibbons, F. D., Dreze, M., Ayivi-Guedehpussou, N., Klitgord, N., Simon, C., Boxem, M., Milstein, S., Rosenberg, J., Goldberg, D. S., Zhang, L. V., Wong, S. L., Franklin, G., Li, S., Albala, J. S., Lim, J., Fraughton, C., Llamosas, E., Cevik, S., Bex, C., Lamesch, P., Sikorski, R. S., Vandenhaute, J., Zoghbi, H. Y., Smolyar, A., Bosak, S., Sequerra, R., Doucette-Stamm, L., Cusick, M. E., Hill, D. E., Roth, F. P., and Vidal, M. (2005) Nature, 437, 1173–1178.
Chen, J. Y., Sivachenko, A. Y., Bell, R., Kurscher, C., Ota, I., and Sahasrabudhe, S. (2003) Proc. IEEE Comput. Soc. Bioinform. Conf., 2, 229–234.
Goodman, S. R., Kurdia, A., Ammann, L., Kakhniashvili, D., and Daescu, O. (2007) Exp. Biol. Med. (Maywood), 232, 1391–1408.
Han, K., Park, B., Kim, H., Hong, J., and Park, J. (2004) Bioinformatics, 20, 2466–2470.
Brown, K. R., and Jurisica, I. (2005) Bioinformatics, 21, 2076–2082.
Cho, W. C. (2007) Genom. Proteom. Bioinform., 5, 77–85.
Bouwmeester, T., Bauch, A., Ruffner, H., Angrand, P.-O., Bergamini, G., Croughton, K., Cruciat, C., Eberhard, D., Gagneur, J., Ghidelli, S., Hopf, C., Huhse, B., Mangano, R., Michon, A.-M., Schirle, M., Schlegl, J., Schwab, M., Stein, M. A., Bauer, A., Casari, G., Drewes, G., Gavin, A.-C., Jackson, D. B., Joberty, G., Neubauer, G., Rick, J., Kuster, B., and Superti-Furga, G. (2004) Nature Cell Biol., 6, 97–105.
Sheikh, M. S., and Huang, Y. (2003) Cell Cycle, 2, 550–552.
Escarcega, R. O., Fuentes-Alexandro, S., Garcia-Carrasco, M., Gatica, A., and Zamora, A. (2007) Clin. Oncol. (Roy. Coll. Radiologists (GB)), 1, 154–161.
Lim, J., Hao, T., Shaw, C., Patel, A. J., Szabo, G., Rual, J. F., Fisk, C. J., Li, N., Smolyar, A., Hill, D. E., Barabasi, A. L., Vidal, M., and Zoghbi, H. Y. (2006) Cell, 125, 801–814.
Limviphuvadh, V., Tanaka, S., Goto, S., Ueda, K., and Kanehisa, M. (2007) Bioinformatics, 23, 2129–2138.
Camargo, L. M., Collura, V., Rain, J. C., Mizuguchi, K., Herjakob, H., Kerrien, S., Bonnert, T. P., Whiting, P. J., and Brandon, N. J. (2007) Mol. Psychiatry, 12, 74–86.
Jeong, H., Tombor, B., Albert, R., Oltvai, Z. N., and Barabasi, A. L. (2000) Nature, 407, 651–654.
Wagner, A., and Fell, D. A. (2001) Proc. Roy. Soc. London Ser. B, 268, 1803–1810.
Galbraith, S. J., Tran, L. M., and Liao, J. C. (2006) Bioinformatics, 22, 1886–1894.
Li, Z., Shaw, S. M., Yedabnick, M. J., and Chan, C. (2006) Bioinformatics, 22, 747–754.
Gunbin, K. V., Suslov, V. V., and Kolchanov, N. A. (2008) Biochemistry (Moscow), 73, 219–230.
Albert, R., and Barabasi, A. L. (2002) Rev. Mod. Phys., 74, 47–97.
Newman, M. E. F. (2003) SLAM Rev., 45, 167–256.
Scholtens, D., Vidal, M., and Gentleman, R. (2005) Bioinformatics, 21, 3548–3557.
Barabasi, A. L., and Oltvai, Z. N. (2004) Nat. Rev. Genet., 5, 101–113.
Watts, D. J., and Strogatz, S. H. (1998) Nature, 393, 440–442.
Mathias, N., and Gopal, V. (2001) Phys. Rev. E. Stat. Nonlin. Soft Matter Phys., 63(2 Pt. 1), 021117.
Albert, R. (2005) J. Cell Sci., 118, 4947–4957.
Przulj, N., Corneil, D. G., and Jurisica, I. (2004) Bioinformatics, 20, 3508–3515.
Erdos, P., and Renyi, A. (1959) Publ. Math., 6, 290–297.
Li, D., Li, J., Ouyang, S., Wang, J., Wan, P., Zhu, Y., Xu, X., and He, F. (2006) Proteomics, 6, 456–461.
Rajarathinam, T., and Lin, Y. H. (2006) Genom. Proteom. Bioinform., 4, 80–89.
Jeong, H., Mason, S. P., Barabasi, A. L., and Oltvai, Z. N. (2001) Nature, 411, 41–42.
Ravasz, E., Somera, A. L., Mongru, D. A., Oltvai, Z. N., and Barabasi, A.-L. (2002) Science, 297, 1551–1561.
Gavin, A. C., Aloy, P., Grandi, P., Krause, R., Boesche, M., Marzioch, M., Rau, C., Jensen, L. J., Bastuck, S., Dumpelfeld, B., Edelmann, A., Heurtier, M. A., Hoffman, V., Hofert, C., Klein, K., Hudak, M., Michon, A. M., Schelder, M., Schirle, M., Remor, M., Rudi, T., Hooper, S., Bauer, A., Bouwineester, T., Casari, G., Drewes, G., Neubauer, G., Rick, J. M., Kuster, B., Bork, P., Russell, R. B., and Superti-Furga, G. (2006) Nature, 440, 631–636.
Hart, G. T., Lee, I., and Marcotte, E. R. (2007) BMC Bioinform., 8, 236.
Luo, F., Yang, Y., Chen, C. F., Chang, R., Zhou, J., and Scheuermann, R. H. (2007) Bioinformatics, 23, 207–214.
Wang, Z., and Zhang, J. (2007) PLoS Comput. Biol., 3, e107.
Spirin, V., and Mirny, L. A. (2003) Proc. Natl. Acad. Sci. USA, 100, 12123–12128.
Yook, S. H., Oltvai, Z. N., and Barabasi, A. L. (2004) Proteomics, 4, 928–942.
Jiang, T., and Keating, A. E. (2005) BMC Bioinform., 6, 136.
Chen, J., and Yuan, B. (2006) Bioinformatics, 22, 2283–2290.
Maslov, S., and Sneppen, K. (2002) Science, 296, 910–913.
Koyuturk, M., Kim, Y., Topkara, U., Subramaniam, S., Szpankowski, W., and Grama, A. J. (2006) Comput. Biol., 13, 182–199.
Zhenping, L., Zhang, S., Wang, Y., Zhang, X. S., and Chen, L. (2007) Bioinformatics, 23, 1631–1639.
Goodsell, D. S. (2005) Structure, 13, 347–354.
Ho, E., Webber, R., and Wilkins, M. R. (2008) J. Proteome Res., 7, 104–112.
Wiwatwattana, N., Landau, C. M., Cope, G. J., Harp, G. A., and Kumar, A. (2007) Nucleic Acids Res., 35, D810–814.
Peirlioni, A., Martelli, P. L., Fariselli, R., and Casadio, R. (2007) Nucleic Acids Res., 35, D208–212.
Kals, M., Natter, K., Thalinger, G. G., Trajanovski, Z., and Kohlwein, S. D. (2005) Yeast, 22, 213–218.
Han, J. D., Bertin, N., Hao, T., Goldberg, D. S., Berriz, G. F., Zhang, L. V., Dupuy, D., Walhout, A. J., Cusick, M. E., Roth, F. P., and Vidal, M. (2004) Nature, 430, 88–93.
Gursov, A., Keskin, O., and Nussinov, R. (2008) Biochem. Soc. Trans., 36, 1398–1403.
Fraser, H. B. (2005) Nat. Genet., 37, 351–352.
Tsai, T. Y., Choi, Y. S., Ma, W., Pomerening, J. R., Tang, C., and Ferrel, J. E., Jr. (2008) Science, 321, 126–129.
Novak, B., and Tyson, J. J. (2008) Nat. Rev. Mol. Cell Biol., 9, 981–991.
Platzer, A., Perco, P., Lukas, A., and Mayer, B. (2007) BMC Bioinform., 8, 224.
Hernandez, P., Huerta-Cepas, J., Montaner, D., Al-Shahrour, F., Valls, J., Gomez, L., Capella, G., Dopazo, J., and Pujana, M. A. (2007) BMC Genom., 8, 185.
Goh, K. I., Cusick, M. E., Valle, D., Childs, B., Vidal, M., and Barabasi, A. L. (2007) Proc. Natl. Acad. Sci. USA, 104, 8685–8690.
Wang, E., Lenferink, A., and O’Connor-McCourt, M. (2007) Cell Mol. Life Sci., 64, 1752–1762.
Jonsson, P. F., and Bates, P. A. (2006) Bioinformatics, 22, 2291–2297.
Jonsson, P., Cavanna, T., Zicha, D., and Bates, P. (2006) BMC Bioinform., 7, 2.
Wachi, S., Yoneda, K., and Wu, R. (2005) Bioinformatics, 21, 4205–4208.
Benson, M., and Breitling, R. (2006) Curr. Mol. Med., 6, 695–701.
Saito, S., Ojima, H., Ichikawa, H., Hirohashi, S., and Kondo, T. (2008) Cancer Sci., 99, 2402–2409.
Shannon, P., Markiel, A., Ozier, O., Baliga, N. S., Wang, J. T., Ramage, D., Amin, N., Schwikowski, B., and Ideker, T. (2003) Genome Res., 13, 2498–2504.
Campanaro, S., Picelli, S., Torregrossa, R., Colluto, L., Ceol, M., Del Prete, D., D’Angelo, A., Valle, G., and Anglani, F. (2007) BMC Genom., 8, 383.
Loscalzo, J., Kohane, I., and Barabasi, A.-L. (2007) Mol. Syst. Biol., 3, 124.
Chu, L.-H., and Chen, B.-S. (2008) BMC Syst. Biol., 2, 56.
Nickolson, J. K. (2008) Mol. Syst. Biol., 2, 52.
Snoussi, K., and Halle, B. (2005) Biophys. J., 88, 2855–2866.
Chebotareva, N. A., Kurganov, B. I., and Livanova, N. B. (2004) Biochemistry (Moscow), 69, 1239–1251.
Chebotareva, N. A. (2007) Biochemistry (Moscow), 72, 1478–1490.
Takahashi, K., vel Arjunan, S. N., and Tomita, M. (2005) FEBS Lett., 579, 1783–1788.
Lin, J., and Weiss, A. (2001) J. Biol. Chem., 276, 29588–29595.
Houtman, J. C., Higashimoto, Y., Dimasi, N., Cho, S., Yamaguchi, H., Bowden, B., Regan, C., Malchiodi, E. L., Mariuzza, R., Schuck, P., Apella, E., and Samelson, L. E. (2004) Biochemistry, 43, 4170–4178.
Beyer, A., and Wilhelm, T. (2005) Bioinformatics, 28, 1610–1616.
Cesareni, G., Gimona, M., and Yaffe, M. (eds.) (2004) Modular Protein Domains, Wiley-VCH, Weinheim, Germany.
Saito, S., Kashida, S., Inoue, T., and Shiba, K. (2007) Nucleic Acids Res., 35, 6357–6366.
Tong, A. H., Drees, B., Nardelli, G., Bader, G. D., Brannetti, B., Castagnoli, L., Evangelista, M., Ferracuti, S., Nelson, B., Paoluzi, S., Quoandan, M., Zucconi, A., Hogue, C. W., Fields, S., Boone, C., and Cesareni, G. (2002) Science, 295, 321–324.
Kay, B. K., Williamson, M. P., and Sudol, M. (2000) FASEB J., 14, 231–241.
Sudol, M. (1998) Oncogene, 17, 1469–1474.
Zhou, S. Y. (1999) Prog. Biophys. Mol. Biol., 71, 359–372.
Ferraro, E., Via, A., Ausiello, G., and Helmer-Citterich, M. (2005) BMC Bioinform., 6,Suppl. 4, S13.
Hou, T., Chen, K., McLaughlin, W. A., Lu, B., and Wang, W. (2006) PLoS Comput. Biol., 2, e1.
Dalgarno, D. C., Botfield, M. C., and Rickles, R. J. (1997) Biopolymers, 43, 383–400.
Cesareni, G., Panni, S., Nardelli, G., and Castagnoli, L. (2002) FEBS Lett., 513, 38–44.
Ghose, R., Shektman, A., Goger, M. J., Ji, H., and Cowburn, D. (2001) Nat. Struct. Biol., 8, 998–1004.
Solomaha, E., Szeto, F. L., Youself, M. A., and Palfrey, H. C. (2005) J. Biol. Chem., 280, 23147–23156.
Neduva, V., and Russel, R. B. (2005) FEBS Lett., 579, 3342–3345.
Semenza, J. C., Hardwick, K. G., Dean, N., and Pelham, H. R. (1990) Cell, 61, 1349–1357.
Letourneur, F., Gaynor, E. C., Hennecke, S., Demolliere, C., Duden, R., Emr, S. D., Riezman, H., and Cosson, P. (1994) Cell, 79, 1199–1207.
Harter, C., and Wieland, F. T. (2004) Proc. Natl. Acad. Sci. USA, 95, 11649–11654.
Puntervoll, P., Linding, R., Gemund, C., Chabanis-Davidson, S., Mattingsdal, M., Cameron, S., Martin, D. M., Ausiello, G., Branetti, B., Costantini, A., Ferre, F., Maselli, V., Via, A., Cesarini, G., Diella, F., Superti-Furga, G., Wyrwicz, L., Ramu, C., McGuigan, C., Gudavalli, R., Letunic, I., Bork, P., Rychlewski, L., Kuster, B., Helmer-Citterich, M., Hunter, W. H., Aasland, R., and Gibson, T. J. (2003) Nucleic Acid Res., 31, 3625–3630.
Tan, S.-H., Hugo, W., Sung, W.-K., and Ng, S.-K. (2006) BMC Bioinform., 7, 502.
Bailey, T. L., Boden, M., Buske, F. A., Frith, M., Grant, C. E., Clementi, L., Ren, J., Li, W. W., and Noble, W. S. (2009) Nucleic Acids Res., 37, 125–128.
Bailey, T. L., Williams, N., Misleh, C., and Li, W. W. (2006) Nucleic Acids Res., 34, W360–373.
Jonassen, J., Collins, F., and Higgins, D. G. (1995) Protein Sci., 4, 1587–1595.
Burgard, A. P., Moore, G. L., and Maranas, C. D. (2001) Metab. Eng., 3, 285–288.
Austin, R. S., Provart, N. J., and Cutler, S. R. (2007) BMC Genom., 8, 191.
Chung, J. L., Beaver, J. E., Scheef, E. D., and Bourne, P. E. (2007) Bioinformatics, 23, 2491–2492.
Visvanathan, M., Breit, M., Pfeifer, B., Baumgartner, C., Modre-Osprian, R., and Tilg, B. (2007) Meth. Inf. Med., 46, 386–391.
Suresh, B. C. V., Joo, S. E., and Yoo, Y. S. (2006) Biochimie, 88, 277–283.
Conzelmann, H., Saez-Rodriguez, J., Sauter, T., Bullinger, E., Allgower, F., and Gilles, E. D. (2004) Syst. Biol. (Stevenage), 1, 159–169.
Ivanov, V. V., and Ivanova, N. V. (2006) Mathematical Models of the Cells and Cell-Associated Objects in Mathematics in Science and Engineering (Chui, C. K., ed.) Elsevier, p. 206.
Gilbert, D., Fuss, H., Gu, H., Orton, R., Robinson, S., Vyshemirsky, V., Kurth, M. J., Downes, C. S., and Dubitzky, W. (2006) Brief. Bioinform., 7, 339–353.
Starbruck, C., and Lauffenburger, D. A. (1992) Biotechnol. Prog., 8, 132–143.
Sible, J. C., and Tyson, J. J. (2007) Methods, 41, 238–247.
Allen, N. A., Chen, K. C., Shaffer, C. A., Tyson, J. J., and Watson, L. T. (2006) Syst. Biol. (Stevenage), 153, 13–21.
Calzone, L., Thieffry, D., Tyson, J. J., and Novak, B. (2007) Mol. Syst. Biol., 3, 131.
Kholodenko, B. N. (2000) Eur. J. Biochem., 267, 1583–1588.
Markevich, N. I., Tsyganov, M. A., Hoek, J. B., and Kholodenko, B. N. (2006) Mol. Syst. Biol., 2, 61.
Sasagawa, S., Ozaki, Y., Fujita, K., and Kuroda, S. (2005) Nat. Cell Biol., 7, 365–373.
Ihekwaba, A. E., Broomhead, D. S., Grimley, R., Benson, N., White, M. R., and Kell, D. B. (2005) Syst. Biol. (Stevenage), 152, 153–160.
Goh, C. S., Milburn, D., and Gerstein, M. (2004) Curr. Opin. Struct. Biol., 14, 104–109.
Tobi, D., and Bahar, I. (2005) Proc. Natl. Acad. Sci. USA, 102, 18908–18913.
Cornell, W. D., Cieplak, P., Bayly, C., Gould, I. R., Merz, K. M., Jr., Ferguson, D. M., Spellmeyer, D. C., Fox, T., Caldwell, J. W., and Kollman, P. A. (1995) J. Am. Chem. Soc., 117, 5179–5188.
Ponder, J., and Case, D. (2003) Adv. Protein Chem., 66, 27–33.
Shaitan, K. V., Mikhailyuk, M. G., Leontiev, K. M., Saraikin, S. S., and Belyakov, A. A. (2003) Biofizika, 48, 210–216.
Shaitan, K. V., Mikhailyuk, M. G., Leontiev, K. M., Saraikin, S. S., and Belyakov, A. A. (2002) Biofizika, 47, 411–419.
Shaitan, K. V., Vasiliev, A. K., Saraikin, S. S., and Mikhailyuk, M. G. (1999) Biofizika, 44, 668–675.
Gohlke, H., Kiel, C., and Case, D. A. (2003) J. Mol. Biol., 330, 891–913.
Case, D. A., Cheatham, T. E. III, Darden, T., Golhke, H., Lou, R., Merz, K. M., Jr., Onufriev, A., Simmerling, C., Wang, B., and Woods, R. J. (2005) J. Comput. Chem., 26, 1668–1688.
Antonov, M. Yu., Balabaev, N. K., and Shaitan, K. V. (2006) Sertificate for Official Registration of Computer Programs No. 2006613516.
Coveney, P. V. (2005) Philos. Transact. A Math. Phys. Eng. Sci., 363, 1707–1713.
Tourleigh, Ye. V., Shaitan, K. V., and Balabaev, N. K. (2005) Biol. Membr. (Moscow), 22, 491–502.
Shaitan, K. V., Li, A., Tereshkina, K. B., and Kirpichnikov, M. P. (2007) Biofizika, 52, 560–575.
Moldogazieva, N. T., Terentiev, A. A., Kazimirskii, A. N., Antonov, M. Yu., and Shaitan, K. V. (2007) Biochemistry (Moscow), 72, 529–539.
Moldogazieva, N. T., Shaitan, K. V., Tereshkina, K. B., Antonov, M. Yu., and Terentiev, A. A. (2007) Biofizika, 52, 611–624.
Mordvintsev, D. Yu., Polyak, Ya. L., Levtsova, O. V., Tourleigh, Ye. V., Kasheverov, I. E., Shaitan, K. V., Utkin, Yu. N., and Tsetlin, V. I. (2005) Comput. Biol. Chem., 29, 398–411.
Mordvintsev, D. Yu., Polyak, Ya. L., Kuzmin, D. A., Levtsova, O. V., Tourleigh, Ye. V., Utkin, Yu. N., Shaitan, K. V., and Tsetlin, V. I. (2007) Comput. Biol. Chem., 31, 72–81.
Young, M. A., Gonfloni, S., Superti-Furga, G., Roux, B., and Kuriyan, J. (2001) Cell, 105, 115–126.
Samsonov, S., Teyra, J., and Pisabarro, M. T. (2008) Proteins, 73, 515–525.
Shaitan, K. V., Tourleigh, Ye. V., Golik, D. N., and Kirpichnikov, M. P. (2006) J. Drug Deliv. Sci. Technol., 16, 253–258.
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Original Russian Text © A. A. Terentiev, N. T. Moldogazieva, K. V. Shaitan, 2009, published in Uspekhi Biologicheskoi Khimii, 2009, Vol. 49, pp. 429–480.
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Terentiev, A.A., Moldogazieva, N.T. & Shaitan, K.V. Dynamic proteomics in modeling of the living cell. Protein-protein interactions. Biochemistry Moscow 74, 1586–1607 (2009). https://doi.org/10.1134/S0006297909130112
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DOI: https://doi.org/10.1134/S0006297909130112