Integrating in silico resources to map a signaling network.
The abundance of publicly available life science databases offers a wealth of information that can support interpretation of experimentally derived data and greatly enhance hypothesis generation. Protein interaction and functional networks are not simply new renditions of existing data: they provide the opportunity to gain insights into the specific physical and functional role a protein plays as part of the biological system. In this chapter, we describe different in silico tools that can quickly and conveniently retrieve data from existing data repositories and we discuss how the available tools are best utilized for different purposes. While emphasizing protein-protein interaction databases (e.g., BioGrid and IntAct), we also introduce metasearch platforms such as STRING and GeneMANIA, pathway databases (e.g., BioCarta and Pathway Commons), text mining approaches (e.g., PubMed and Chilibot), and resources for drug-protein interactions, genetic information for model organisms and gene expression information based on microarray data mining. Furthermore, we provide a simple step-by-step protocol for building customized protein-protein interaction networks in Cytoscape, a powerful network assembly and visualization program, integrating data retrieved from these various databases. As we illustrate, generation of composite interaction networks enables investigators to extract significantly more information about a given biological system than utilization of a single database or sole reliance on primary literature.
Fox Chase Cancer Center, Philadelphia, PA, USA.
Hanqing
H
Liu
Tim N
TN
Beck
Erica A
EA
Golemis
Ilya G
IG
Serebriiskii
D000818:Animals; D003198:Computer Simulation; D057225:Data Mining; D030562:Databases, Protein; D006801:Humans; D047908:Intracellular Signaling Peptides and Proteins / Q000502:physiology; D008954:Models, Biological; D058977:Molecular Sequence Annotation; D025941:Protein Interaction Mapping; D060066:Protein Interaction Maps; D057386:Search Engine; D015398:Signal Transduction; D012984:Software
D047908:Intracellular Signaling Peptides and Proteins