Integrative approaches for finding modular structure in biological networks

被引:364
作者
Mitra, Koyel [1 ]
Carvunis, Anne-Ruxandra [1 ]
Ramesh, Sanath Kumar [2 ]
Ideker, Trey [1 ,2 ,3 ]
机构
[1] Univ Calif San Diego, Dept Med, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Dept Comp Sci & Engn, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
基金
美国国家卫生研究院;
关键词
PROTEIN-INTERACTION NETWORKS; IDENTIFYING FUNCTIONAL MODULES; GENE-EXPRESSION; TRANSCRIPTIONAL REGULATION; REGULATORY NETWORKS; INTERACTION MAP; YEAST; REVEALS; IDENTIFICATION; COMPLEXES;
D O I
10.1038/nrg3552
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
A central goal of systems biology is to elucidate the structural and functional architecture of the cell. To this end, large and complex networks of molecular interactions are being rapidly generated for humans and model organisms. A recent focus of bioinformatics research has been to integrate these networks with each other and with diverse molecular profiles to identify sets of molecules and interactions that participate in a common biological function - that is, 'modules'. Here, we classify such integrative approaches into four broad categories, describe their bioinformatic principles and review their applications.
引用
收藏
页码:719 / 732
页数:14
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