Literature DB >> 17947979

Integration of biological networks and gene expression data using Cytoscape.

Melissa S Cline1, Michael Smoot, Ethan Cerami, Allan Kuchinsky, Nerius Landys, Chris Workman, Rowan Christmas, Iliana Avila-Campilo, Michael Creech, Benjamin Gross, Kristina Hanspers, Ruth Isserlin, Ryan Kelley, Sarah Killcoyne, Samad Lotia, Steven Maere, John Morris, Keiichiro Ono, Vuk Pavlovic, Alexander R Pico, Aditya Vailaya, Peng-Liang Wang, Annette Adler, Bruce R Conklin, Leroy Hood, Martin Kuiper, Chris Sander, Ilya Schmulevich, Benno Schwikowski, Guy J Warner, Trey Ideker, Gary D Bader.   

Abstract

Cytoscape is a free software package for visualizing, modeling and analyzing molecular and genetic interaction networks. This protocol explains how to use Cytoscape to analyze the results of mRNA expression profiling, and other functional genomics and proteomics experiments, in the context of an interaction network obtained for genes of interest. Five major steps are described: (i) obtaining a gene or protein network, (ii) displaying the network using layout algorithms, (iii) integrating with gene expression and other functional attributes, (iv) identifying putative complexes and functional modules and (v) identifying enriched Gene Ontology annotations in the network. These steps provide a broad sample of the types of analyses performed by Cytoscape.

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Year:  2007        PMID: 17947979      PMCID: PMC3685583          DOI: 10.1038/nprot.2007.324

Source DB:  PubMed          Journal:  Nat Protoc        ISSN: 1750-2799            Impact factor:   13.491


  71 in total

1.  Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.

Authors:  M Ashburner; C A Ball; J A Blake; D Botstein; H Butler; J M Cherry; A P Davis; K Dolinski; S S Dwight; J T Eppig; M A Harris; D P Hill; L Issel-Tarver; A Kasarskis; S Lewis; J C Matese; J E Richardson; M Ringwald; G M Rubin; G Sherlock
Journal:  Nat Genet       Date:  2000-05       Impact factor: 38.330

Review 2.  Functional genomics and proteomics: charting a multidimensional map of the yeast cell.

Authors:  Gary D Bader; Adrian Heilbut; Brenda Andrews; Mike Tyers; Timothy Hughes; Charles Boone
Journal:  Trends Cell Biol       Date:  2003-07       Impact factor: 20.808

3.  Cytoscape: a software environment for integrated models of biomolecular interaction networks.

Authors:  Paul Shannon; Andrew Markiel; Owen Ozier; Nitin S Baliga; Jonathan T Wang; Daniel Ramage; Nada Amin; Benno Schwikowski; Trey Ideker
Journal:  Genome Res       Date:  2003-11       Impact factor: 9.043

4.  The MiSink Plugin: Cytoscape as a graphical interface to the Database of Interacting Proteins.

Authors:  Lukasz Salwinski; David Eisenberg
Journal:  Bioinformatics       Date:  2007-06-06       Impact factor: 6.937

5.  Global analysis of protein expression in yeast.

Authors:  Sina Ghaemmaghami; Won-Ki Huh; Kiowa Bower; Russell W Howson; Archana Belle; Noah Dephoure; Erin K O'Shea; Jonathan S Weissman
Journal:  Nature       Date:  2003-10-16       Impact factor: 49.962

6.  An automated method for finding molecular complexes in large protein interaction networks.

Authors:  Gary D Bader; Christopher W V Hogue
Journal:  BMC Bioinformatics       Date:  2003-01-13       Impact factor: 3.169

7.  Genome-wide mapping of in vivo protein-DNA interactions.

Authors:  David S Johnson; Ali Mortazavi; Richard M Myers; Barbara Wold
Journal:  Science       Date:  2007-05-31       Impact factor: 47.728

8.  The HUGO Gene Nomenclature Database, 2006 updates.

Authors:  Tina A Eyre; Fabrice Ducluzeau; Tam P Sneddon; Sue Povey; Elspeth A Bruford; Michael J Lush
Journal:  Nucleic Acids Res       Date:  2006-01-01       Impact factor: 16.971

9.  GoMiner: a resource for biological interpretation of genomic and proteomic data.

Authors:  Barry R Zeeberg; Weimin Feng; Geoffrey Wang; May D Wang; Anthony T Fojo; Margot Sunshine; Sudarshan Narasimhan; David W Kane; William C Reinhold; Samir Lababidi; Kimberly J Bussey; Joseph Riss; J Carl Barrett; John N Weinstein
Journal:  Genome Biol       Date:  2003-03-25       Impact factor: 13.583

10.  The Kyoto encyclopedia of genes and genomes--KEGG.

Authors:  J Wixon; D Kell
Journal:  Yeast       Date:  2000-04       Impact factor: 3.239

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Authors:  Insuk Lee; Ben Lehner; Tanya Vavouri; Junha Shin; Andrew G Fraser; Edward M Marcotte
Journal:  Genome Res       Date:  2010-06-09       Impact factor: 9.043

2.  Research resource: interactome of human embryo implantation: identification of gene expression pathways, regulation, and integrated regulatory networks.

Authors:  Signe Altmäe; Jüri Reimand; Outi Hovatta; Pu Zhang; Juha Kere; Triin Laisk; Merli Saare; Maire Peters; Jaak Vilo; Anneli Stavreus-Evers; Andres Salumets
Journal:  Mol Endocrinol       Date:  2011-11-10

3.  Conserved toxic responses across divergent phylogenetic lineages: a meta-analysis of the neurotoxic effects of RDX among multiple species using toxicogenomics.

Authors:  Natàlia Garcia-Reyero; Tanwir Habib; Mehdi Pirooznia; Kurt A Gust; Ping Gong; Chris Warner; Mitchell Wilbanks; Edward Perkins
Journal:  Ecotoxicology       Date:  2011-03-29       Impact factor: 2.823

4.  Host cell interactome of HIV-1 Rev includes RNA helicases involved in multiple facets of virus production.

Authors:  Souad Naji; Géza Ambrus; Peter Cimermančič; Jason R Reyes; Jeffrey R Johnson; Rebecca Filbrandt; Michael D Huber; Paul Vesely; Nevan J Krogan; John R Yates; Andrew C Saphire; Larry Gerace
Journal:  Mol Cell Proteomics       Date:  2011-12-15       Impact factor: 5.911

5.  Molecular profiling of postnatal development of the hypothalamus in female and male rats.

Authors:  Deena M Walker; Dean Kirson; Lorenzo F Perez; Andrea C Gore
Journal:  Biol Reprod       Date:  2012-12-06       Impact factor: 4.285

6.  Identification of additional proteins in differential proteomics using protein interaction networks.

Authors:  Frederik Gwinner; Adelina E Acosta-Martin; Ludovic Boytard; Maggy Chwastyniak; Olivia Beseme; Hervé Drobecq; Sophie Duban-Deweer; Francis Juthier; Brigitte Jude; Philippe Amouyel; Florence Pinet; Benno Schwikowski
Journal:  Proteomics       Date:  2013-04       Impact factor: 3.984

7.  Graph- and rule-based learning algorithms: a comprehensive review of their applications for cancer type classification and prognosis using genomic data.

Authors:  Saurav Mallik; Zhongming Zhao
Journal:  Brief Bioinform       Date:  2020-03-23       Impact factor: 11.622

8.  Biological Interpretation of Complex Genomic Data.

Authors:  Kathleen M Fisch
Journal:  Methods Mol Biol       Date:  2019

9.  Construction and application of a protein interaction map for white spot syndrome virus (WSSV).

Authors:  Pakkakul Sangsuriya; Jiun-Yan Huang; Yu-Fei Chu; Kornsunee Phiwsaiya; Pimlapas Leekitcharoenphon; Watcharachai Meemetta; Saengchan Senapin; Wei-Pang Huang; Boonsirm Withyachumnarnkul; Timothy W Flegel; Chu-Fang Lo
Journal:  Mol Cell Proteomics       Date:  2013-11-11       Impact factor: 5.911

10.  Network visualization of conformational sampling during molecular dynamics simulation.

Authors:  Logan S Ahlstrom; Joseph Lee Baker; Kent Ehrlich; Zachary T Campbell; Sunita Patel; Ivan I Vorontsov; Florence Tama; Osamu Miyashita
Journal:  J Mol Graph Model       Date:  2013-10-16       Impact factor: 2.518

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