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Modular organization of cellular networks
Author(s) -
Alexander Rives,
Timothy Galitski
Publication year - 2003
Publication title -
proceedings of the national academy of sciences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 5.011
H-Index - 771
eISSN - 1091-6490
pISSN - 0027-8424
DOI - 10.1073/pnas.0237338100
Subject(s) - modular design , cluster analysis , computational biology , computer science , function (biology) , abstraction , distributed computing , biology , biological system , microbiology and biotechnology , programming language , artificial intelligence , philosophy , epistemology
We investigated the organization of interacting proteins and protein complexes into networks of modules. A network-clustering method was developed to identify modules. This method of network-structure determination was validated by clustering known signaling-protein modules and by identifying module rudiments in exclusively high-throughput protein-interaction data with high error frequencies and low coverage. The signaling network controlling the yeast developmental transition to a filamentous form was clustered. Abstraction of a modular network-structure model identified module-organizer proteins and module-connector proteins. The functions of these proteins suggest that they are important for module function and intermodule communication.

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