DocumentCode
2527986
Title
Functional modularity in a large-scale mammalian molecular interaction network
Author
Krämer, Andreas ; Richards, Daniel R. ; Bowlby, James O. ; Felciano, Ramon M.
Author_Institution
Ingenuity Syst., Mountain View, CA, USA
fYear
2005
fDate
8-11 Aug. 2005
Firstpage
161
Lastpage
163
Abstract
The Ingenuity™ Pathways Knowledge Base (IPKB) contains over one million findings manually curated from the scientific literature. Highly-structured content from the IPKB forms the basis for a large-scale molecular network of direct interactions observed between mammalian orthologs, which is used in Ingenuity´s Pathway Analysis (IPA) system. In this study we explore the relationship between this global network and known functional annotations of genes. In particular we show that (a) subnetworks formed by genes annotated with the same functional category have significantly more edges than equivalent random subnetworks, and (b) highly-interconnected subnetworks are significantly enriched in genes with specific functional annotations.
Keywords
biology computing; genetics; knowledge based systems; molecular biophysics; Ingenuity pathway analysis system; Ingenuity™ pathways knowledge base system; direct mammalian orthologs interaction; functional modularity; global network; known functional genes annotation; mammalian molecular interaction network; structured content; subnetwork; Algorithm design and analysis; Biological system modeling; Clustering methods; Intelligent networks; Large-scale systems; Probability distribution; Proteins; Random variables; Simulated annealing; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Systems Bioinformatics Conference, 2005. Workshops and Poster Abstracts. IEEE
Print_ISBN
0-7695-2442-7
Type
conf
DOI
10.1109/CSBW.2005.67
Filename
1540582
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