A gene-centered C.elegans protein-DNA interaction network provides a framework for functional predictions

被引:44
作者
Bass, Juan I. Fuxman [1 ,2 ]
Pons, Carles [3 ]
Kozlowski, Lucie [1 ,2 ]
Reece-Hoyes, John S. [1 ,2 ]
Shrestha, Shaleen [1 ,2 ]
Holdorf, Amy D. [1 ,2 ]
Mori, Akihiro [1 ,2 ]
Myers, Chad L. [3 ]
Walhout, Albertha J. M. [1 ,2 ]
机构
[1] Univ Massachusetts, Sch Med, Program Syst Biol, Worcester, MA 01655 USA
[2] Univ Massachusetts, Sch Med, Program Mol Med, Worcester, MA 01655 USA
[3] Univ Minnesota Twin Cities, Dept Comp Sci & Engn, Minneapolis, MN USA
基金
美国国家卫生研究院;
关键词
C; elegans; gene regulation; protein-DNA interaction network; transcription factors; yeast one-hybrid assays; TRANSCRIPTION FACTOR-BINDING; NUCLEAR HORMONE-RECEPTORS; ONE-HYBRID ASSAYS; NEMATODE CAENORHABDITIS-ELEGANS; C; ELEGANS; REGULATORY NETWORK; X-CHROMOSOME; GENOME; EXPRESSION; DROSOPHILA;
D O I
10.15252/msb.20167131
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Transcription factors (TFs) play a central role in controlling spatiotemporal gene expression and the response to environmental cues. A comprehensive understanding of gene regulation requires integrating physical protein-DNA interactions (PDIs) with TF regulatory activity, expression patterns, and phenotypic data. Although great progress has been made in mapping PDIs using chromatin immunoprecipitation, these studies have only characterized 10% of TFs in any metazoan species. The nematode C.elegans has been widely used to study gene regulation due to its compact genome with short regulatory sequences. Here, we delineated the largest gene-centered metazoan PDI network to date by examining interactions between 90% of C. elegans TFs and 15% of gene promoters. We used this network as a backbone to predict TF binding sites for 77 TFs, two-thirds of which are novel, as well as integrate gene expression, protein-protein interaction, and phenotypic data to predict regulatory and biological functions for multiple genes and TFs.
引用
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页数:19
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