期刊论文详细信息
BMC Genomics
Integrating biological pathways and genomic profiles with ChiBE 2
Emek Demir1  Chris Sander1  Nikolaus Schultz1  Bülent Arman Aksoy3  Merve Çakır2  Ugur Dogrusoz2  Özgün Babur1 
[1] Computational Biology Center, Memorial Sloan-Kettering Cancer Center, 1275 York Avenue, Box 460, New York, NY 10065, USA;Department of Computer Engineering, Bilkent University, Ankara 06800, Turkey;Tri-Institutional Training Program in Computational Biology and Medicine, 1275 York Avenue, New York, NY 10065, USA
关键词: Genomic data analysis;    Pathway informatics;   
Others  :  1216343
DOI  :  10.1186/1471-2164-15-642
 received in 2014-06-26, accepted in 2014-07-24,  发布年份 2014
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【 摘 要 】

Background

Dynamic visual exploration of detailed pathway information can help researchers digest and interpret complex mechanisms and genomic datasets.

Results

ChiBE is a free, open-source software tool for visualizing, querying, and analyzing human biological pathways in BioPAX format. The recently released version 2 can search for neighborhoods, paths between molecules, and common regulators/targets of molecules, on large integrated cellular networks in the Pathway Commons database as well as in local BioPAX models. Resulting networks can be automatically laid out for visualization using a graphically rich, process-centric notation. Profiling data from the cBioPortal for Cancer Genomics and expression data from the Gene Expression Omnibus can be overlaid on these networks.

Conclusions

ChiBE’s new capabilities are organized around a genomics-oriented workflow and offer a unique comprehensive pathway analysis solution for genomics researchers. The software is freely available athttp://code.google.com/p/chibe webcite.

【 授权许可】

   
2014 Babur et al.; licensee BioMed Central Ltd.

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【 参考文献 】
  • [1]Chen Y, Zhu J, Lum PY, Yang X, Pinto S, MacNeil DJ, Zhang C, Lamb J, Edwards S, Sieberts SK, Leonardson A, Castellini LW, Wang S, Champy M-F, Zhang B, Emilsson V, Doss S, Ghazalpour A, Horvath S, Drake TA, Lusis AJ, Schadt EE: Variations in DNA elucidate molecular networks that cause disease. Nature 2008, 452(7186):429-435. doi:10.1038/nature06757
  • [2]Emilsson V, Thorleifsson G, Zhang B, Leonardson AS, Zink F, Zhu J, Carlson S, Helgason A, Walters GB, Gunnarsdottir S, Mouy M, Steinthorsdottir V, Eiriksdottir GH, Bjornsdottir G, Reynisdottir I, Gudbjartsson D, Helgadottir A, Jonasdottir A, Jonasdottir A, Styrkarsdottir U, Gretarsdottir S, Magnusson KP, Stefansson H, Fossdal R, Kristjansson K, Gislason HG, Stefansson T, Leifsson BG, Thorsteinsdottir U, Lamb JR, et al.: Genetics of gene expression and its effect on disease. Nature 2008, 452(7186):423-428. doi:10.1038/nature06758
  • [3]Demir E, Cary MP, Paley S, Fukuda K, Lemer C, Vastrik I, Wu G, D’Eustachio P, Schaefer C, Luciano J, Schacherer F, Martinez-Flores I, Hu Z, Jimenez-Jacinto V, Joshi-Tope G, Kandasamy K, Lopez-Fuentes AC, Mi H, Pichler E, Rodchenkov I, Splendiani A, Tkachev S, Zucker J, Gopinath G, Rajasimha H, Ramakrishnan R, Shah I, Syed M, Anwar N, Babur O, et al.: The biopax community standard for pathway data sharing. Nat Biotechnol 2010, 28(9):935-942. doi:10.1038/nbt.1666
  • [4]Bader GD, Cary MP, Sander C: Pathguide: a pathway resource list. Nucleic Acids Res 2006, 34(suppl 1):504-506.
  • [5]Diez D, Wheelock AM, Goto S, Haeggström JZ, Paulsson-Berne G, Hansson GK, Hedin U, Gabrielsen A, Wheelock CE: The use of network analyses for elucidating mechanisms in cardiovascular disease. Mol Biosyst 2010, 6(2):289-304. doi:10.1039/b912078e
  • [6]Torkamani A, Topol EJ, Schork NJ: Pathway analysis of seven common diseases assessed by genome-wide association. Genomics 2008, 92(5):265-272. doi:10.1016/j.ygeno.2008.07.011
  • [7]Ciriello G, Cerami E, Sander C, Schultz N: Mutual exclusivity analysis identifies oncogenic network modules. Genome Res 2012, 22(2):398-406. doi:10.1101/gr.125567.111
  • [8]Califano A, Butte AJ, Friend S, Ideker T, Schadt E: Leveraging models of cell regulation and GWAS data in integrative network-based association studies. Nat Genet 2012, 44(8):841-847. doi:10.1038/ng.2355
  • [9]Tarca AL, Draghici S, Khatri P, Hassan SS, Mittal P, Kim J-S, Kim CJ, Kusanovic JP, Romero R: A novel signaling pathway impact analysis. Bioinformatics 2009, 25(1):75-182. doi:10.1093/bioinformatics/btn577
  • [10]Babur O, Dogrusoz U, Demir E, Sander C: Chibe: interactive visualization and manipulation of biopax pathway models. Bioinformatics 2010, 26(3):429-431.
  • [11]Cerami EG, Gross BE, Demir E, Rodchenkov I, Babur Ö, Anwar N, Schultz N, Bader GD, Sander C: Pathway commons, a web resource for biological pathway data. Nucleic Acids Res 2011, 39(suppl 1):685-690.
  • [12]Gao J, Aksoy BA, Dogrusoz U, Dresdner G, Gross B, Sumer SO, Sun Y, Jacobsen A, Sinha R, Larsson E, Cerami E, Sander C, Schultz N: Integrative analysis of complex cancer genomics and clinical profiles using the cbioportal. Sci Signal 2013, 6(269):1.
  • [13]Barrett T, Troup DB, Wilhite SE, Ledoux P, Evangelista C, Kim IF, Tomashevsky M, Marshall KA, Phillippy KH, Sherman PM, Muertter RN, Holko M, Ayanbule O, Yefanov A, Soboleva A: Ncbi geo: archive for functional genomics data sets-10 years on. Nucleic Acids Res 2011, 39(suppl 1):1005-1010.
  • [14]Demir E, Babur Ö, Rodchenkov I, Aksoy BA, Fukuda KI, Gross B, Sümer OS, Bader GD, Sander C: Using biological pathway data with paxtools. PLoS Comput Biol 2013, 9(9):1003194.
  • [15]Babur O, Colak R, Demir E, Dogrusoz U: Patikamad: putting microarray data into pathway context. Proteomics 2008, 8(11):2196-2198.
  • [16]The Cancer Genome Atlas Research Network: Integrated genomic characterization of endometrial carcinoma. Nature 2013, 497(7447):67-73.
  • [17]Berger MF, Lawrence MS, Demichelis F, Drier Y, Cibulskis K, Sivachenko AY, Sboner A, Esgueva R, Pflueger D, Sougnez C, Onofrio R, Carter SL, Park K, Habegger L, Ambrogio L, Fennell T, Parkin M, Saksena G, Voet D, Ramos AH, Pugh TJ, Wilkinson J, Fisher S, Winckler W, Mahan S, Ardlie K, Baldwin J, Simons JW, Kitabayashi N, MacDonald TY, et al.: The genomic complexity of primary human prostate cancer. Nature 2011, 470(7333):214-220.
  • [18]Dogrusoz U, Giral E, Cetintas A, Civril A, Demir E: A compound graph layout algorithm for biological pathways. In Graph Drawing. Berlin Heidelberg: Springer; 2005:442-447.
  • [19]Liu R, Wang X, Chen GY, Dalerba P, Gurney A, Hoey T, Sherlock G, Lewicki J, Shedden K, Clarke MF: The prognostic role of a gene signature from tumorigenic breast-cancer cells. N Engl J Med 2007, 356(3):217-226.
  • [20]Novère NL, Hucka M, Mi H, Moodie S, Schreiber F, Sorokin A, Demir E, Wegner K, Aladjem MI, Wimalaratne SM, Bergman FT, Gauges R, Ghaza P, Kawaji H, Li L, Matsuoka Y, Villèger A, Boyd SE, Calzone L, Courtot M, Dogrusoz U, Freeman T, Funahashi A, Ghosh S, Jouraku A, Kim S, Kolpakov F, Luna A, Sahle S, Schmidt E, et al.: The systems biology graphical notation. Nat Biotechnol 2009, 27(8):735-741.
  • [21]Da Wei Huang BTS, Lempicki RA: Systematic and integrative analysis of large gene lists using david bioinformatics resources. Nat Protoc 2008, 4(1):44-57.
  • [22]Ideker T, Ozier O, Schwikowski B, Siegel AF: Discovering regulatory and signalling circuits in molecular interaction networks. Bioinformatics 2002, 18(suppl 1):233-240.
  • [23]Ulitsky I, Shamir R: Identification of functional modules using network topology and high-throughput data. BMC Syst Biol 2007, 1(1):8.
  • [24]Qiu Y-Q, Zhang S, Zhang X-S, Chen L: Detecting disease associated modules and prioritizing active genes based on high throughput data. BMC Bioinformatics 2010, 11(1):26.
  • [25]Dogrusoz U, Cetintas A, Demir E, Babur O: Algorithms for effective querying of compound graph-based pathway databases. BMC Bioinformatics 2009, 10(1):376.
  • [26]Gray KA, Daugherty LC, Gordon SM, Seal RL, Wright MW, Bruford EA: Genenames. org: the hgnc resources in 2013. Nucleic Acids Res 2013, 41(D1):545-552.
  • [27]Dogrusoz U, Giral E, Cetintas A, Civril A, Demir E: A layout algorithm for undirected compound graphs. Inform Sci 2009, 179:980-994.
  • [28]Babur Ö, Aksoy BA, Rodchenkov I, Sümer SO, Sander C, Demir E: Pattern search in biopax models. Bioinformatics 2014, 30(1):139-140.
  • [29]Funahashi A, Morohashi M, Kitano H, Tanimura N: Celldesigner: a process diagram editor for gene-regulatory and biochemical networks. Biosilico 2003, 1(5):159-162.
  • [30]Elliott B, Kirac M, Cakmak A, Yavas G, Mayes S, Cheng E, Wang Y, Gupta C, Ozsoyoglu G, Meral Ozsoyoglu Z: Pathcase: pathways database system. Bioinformatics 2008, 24(21):2526-2533.
  • [31]Xia T, Hemert JV, Dickerson JA: Omicsanalyzer: a cytoscape plug-in suite for modeling omics data. Bioinformatics 2010, 26(23):2995-2996.
  • [32]Vaske CJ, Benz SC, Sanborn JZ, Earl D, Szeto C, Zhu J, Haussler D, Stuart JM: Inference of patient-specific pathway activities from multi-dimensional cancer genomics data using paradigm. Bioinformatics 2010, 26(12):237-245.
  • [33]Saito R, Smoot ME, Ono K, Ruscheinski J, Wang P-L, Lotia S, Pico AR, Bader GD, Ideker T: A travel guide to cytoscape plugins. Nat Methods 2012, 9(11):1069-1076.
  • [34]Gonçalves EJV, v Iersel M, Saez-Rodriguez J: Cysbgn: a cytoscape plug-in to integrate sbgn maps. BMC Bioinformatics 2013., 14(17)
  • [35]Klukas C, Schreiber F: Integration of-omics data and networks for biomedical research with vanted. J Integr Bioinform 2010, 7(2):112.
  • [36]Czauderna T, Klukas C, Schreiber F: Editing, validating and translating of sbgn maps. Bioinformatics 2010, 26(18):2340-2341.
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