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GSnet: An Integrated Tool for Gene Set Analysis and Visualization  

Choi, Yoon-Jeong (Nano Materials Simulation and Fabrication Laboratory, Department of Materials Science and Engineering, KAIST)
Woo, Hyun-Goo (aboratory of Experimental Carcinogenesis, National Cancer Institute, NIH)
Yu, Ung-Sik (Korean Bioinformation Center, Korea Research Institute of Bioscience and Biotechnology)
Abstract
The Gene Set network viewer (GSnet) visualizes the functional enrichment of a given gene set with a protein interaction network and is implemented as a plug-in for the Cytoscape platform. The functional enrichment of a given gene set is calculated using a hypergeometric test based on the Gene Ontology annotation. The protein interaction network is estimated using public data. Set operations allow a complex protein interaction network to be decomposed into a functionally-enriched module of interest. GSnet provides a new framework for gene set analysis by integrating a priori knowledge of a biological network with functional enrichment analysis.
Keywords
microarray analysis; gene set analysis; protein-protein interaction network; network visualization;
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1 Shannon, P., Markiel, A, Ozier, O., Baliga, N.S., Wang, J.T., Ramage, D., Amin, N., Schwikowski, B., and Ideker, T. (2003). Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Research 13, 2498-2504   DOI   ScienceOn
2 Tavazoie, S., Hughes, J.D., Campbell, M.J., Cho, R.J., andChurch., G.M. (1999). Systematic determination of genetic network architecture. Nat. Genet. 22, 281-285   DOI   ScienceOn
3 Benjamini, Y. and Hochberg, Y. (1995). Controlling the false discovery rate: A practical and powerful approach to multiple testing. J. R. Statio Soc. B. 57, 280-300
4 Curtis, R.K., Oresic, M., and Vidal-Puig, A (2005). Pathways to the analysis of microarray data. Trends Biotechnol. 23, 429-435   DOI   ScienceOn
5 Subramanian, A, Tamayo, P., Mootha, V.K., Mukherjee, S., Ebert, B.L., Gillette, MA, Paulovich, A, Pomeroy, S.L., Golub, T.R, Lander, E.S., and Mesirov, J.P. (2005). Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proc. Natl Acad. Sci. 102, 15545-15550
6 Rhodes, D.R and Chinnaiyan, A.M. (2005).Integrative analysis of the cancer transcriptome. Nat. Genet. 37,S31-S37   DOI   ScienceOn
7 Ashburner, M., Ball, CA, Blake, J.A, Botstein, D., Butler, H., Cherry, J.M., Davis, A.P., Dolinski, K., Dwight, S.S., Eppig, J.T., Harris, M.A, Hill, D.P., Issel-Tarver, L., Kasarskis, A, Lewis, S., Matese, J.C., Richardson, J.E., Ringwald, M., Rubin, G.M., and Sherlock, G. (2000). Gene Ontology: tool for the unification of biology. The Gene Ontology Consortium. Nat. Genet. 25, 25-29   DOI   ScienceOn
8 Boyle, E.I., Weng, S., Gollub, J., Jin, H., Botstein, D., Cherry, J.M., and Sherlock, G. (2004). GO::TermFinderopen source software for accessing Gene Ontology information and finding significantly enriched Gene Ontology terms associated with a list of genes Bioinformatics 20, 3710-3715   DOI   ScienceOn
9 Wheeler, D.L., Barrett, 1., Benson, DA, Bryant, S.H., Canese, K., Church, D.M., DiCuccio, M., Edgar, R, Federhen, S., Helmberg, w., Kenton, D.L., Khovayko, O., Lipman, D.J., Madden, T.L., Maglott, D.R, Ostell, J., Pontius, J.U., Pruitt, K.D., Schuler, G.D., Schriml, L.M., Sequeira, E., Sherry, S.T., Sirotkin, K., Starchenko, G., Suzek, T.O., Tatusov, R., Tatusova, T.A, Wagner, L., and Yaschenko, E.. (2005). Database resources of the National Center for Biotechnology Information. Nucleic Acids Res. 33, D39-D45
10 Nikolsky, Y., Nikolskaya, T., and Bugrim, A (2005). Biological networks and analysis of experimental data in drug discovery. Drug Discov. Today 10,653-662   DOI   ScienceOn
11 Khatri, P. andDraghici, S. (2005). Ontological analysis of gene expression data: current tools, limitations, and open problems. Bioinformatics 21, 3587-3595   DOI   ScienceOn
12 Bammler, T., Beyer, R.P., Bhattacharya, S., Boorman, G.A, Boyles, A, Bradford, B.U., Bumgarner, RE., Bushel, P.R., Chaturvedi, K., Choi, D., Cunningham, ML., Deng, S., Dressman, H.K., Fannin, R.D., Farin, F.M., Freedman, J.H., Fry, R.C., Harper, A, Humble, M.C., Hurban, P., Kavanagh, T.J., Kaufmann, W.K., Kerr, K.F., Jing, L., Lapidus, J.A, Lasarev, M.R., Li. J., Li, YJ., Lobenhofer, E.K., Lu, X., Malek, R.L., Milton, S., Nagalla, S.R., O'malley, J.P., Palmer, V.S., Pattee, P., Paules, R.S., Perou, C.M., Phillips, K., Qin, L.X., Qiu, Y, Quigley, S.D., Rodland, M., Rusyn, I., Samson, L.D., Schwartz, D.A., Shi, Y., Shin, J.L., Sieber, S.O., Slifer, S., Speer, M.C., Spencer, P.S., Sproles, D.I., Swenberg, J.A., Suk, W.A, Sullivan, R.C., Tian, R, Tennant, R.W, Todd, S.A., Tucker, C.J., Van Houten, B., Weis, S.K., Xuan, S., Zarbl, H. Members of the Toxicogenomics Research Consortium. (2005). Standardizing global gene expression analysis between laboratories and across platforms. Nat. Methods 2,351-356   DOI   ScienceOn
13 Jeong, H., Mason, S.P., Barabasi, A-L., and Oltvai, Z.N. (2001). Lethality and centrality in protein networks. Nature 411,41-42   DOI   ScienceOn
14 Lee, H.K., Hsu, A K., Sajdak, J., Qin, J., and Pavlidis, P. (2004). Co-expression analysis of human genes across many microarray data sets. Genome Res. 14, 1085-94   DOI   ScienceOn
15 Alfarano, c., Andrade, C.E., Anthony, K., Bahroos, N., Bajec, M., Bantoft, K., Betel, D., Bobechko, B., Boutilier, K., Burgess, E., Buzadzija, K., Cavero, R, D'Abreo, C., Donaldson, I., Dorairajoo, D., Dumontier, M.J., Dumontier, M.R., Earles, V., Farrall, R, Feldman, H., Garderman, E., Gong, Y., Gonzaga, R, Grytsan, V., Gryz, E., Gu, V., Haldorsen, E., Halupa, A, Haw, R, Hrvojic. A, Hurrell, L., Isserlin, R, Jack, F., Juma, F., Khan, A, Kon, T., Konopinsky, S., Le, V., Lee, E., Ling, S., Magidin, M., Moniakis, J., Montojo, J., Moore, S., Muskat, B., Ng, I., Paraiso, J.P., Parker, B., Pintilie, G., Pirone, R, Salama, J.J., Sgro, S., Shan, T., ShU, Y., Siew, J., Skinner, D., Snyder, K., Stasiuk, R, Strumpf, D., Tuekam, B., Tao, S., Wang, Z., White, M, Willis, R, Wolting, C., Wong, S., Wrong, A, Xin, C., Yao, R, Yates, B., Zhang, S., Zheng, K., Pawson, T., Ouellette, B.F., and Hogue, C.W (2005). The Biornolecular Interaction Network Database and related tools 2005 update. Nucleic Acids Res. 33, 0418-0424   DOI   ScienceOn