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DOI10.1093/bioinformatics/btx092
Integrative analysis identifies co-dependent gene expression regulation of BRG1 and CHD7 at distal regulatory sites in embryonic stem cells
Yang, Pengyi1,2,3; Oldfield, Andrew3,4; Kim, Taiyun5; Yang, Andrian5; Yang, Jean Yee Hwa1,2; Ho, Joshua W. K.5,6
发表日期2017-07-01
ISSN1367-4803
卷号33期号:13页码:1916-1920
英文摘要

Motivation: DNA binding proteins such as chromatin remodellers, transcription factors (TFs), histone modifiers and co-factors often bind cooperatively to activate or repress their target genes in a cell type-specific manner. Nonetheless, the precise role of cooperative binding in defining cell-type identity is still largely uncharacterized.


Results: Here, we collected and analyzed 214 public datasets representing chromatin immunoprecipitation followed by sequencing (ChIP-Seq) of 104 DNA binding proteins in embryonic stem cell (ESC) lines. We classified their binding sites into those proximal to gene promoters and those in distal regions, and developed a web resource called Proximal And Distal (PAD) clustering to identify their co-localization at these respective regions. Using this extensive dataset, we discovered an extensive co-localization of BRG1 and CHD7 at distal but not proximal regions. The comparison of co-localization sites to those bound by either BRG1 or CHD7 alone showed an enrichment of ESC master TFs binding and active chromatin architecture at co-localization sites. Most notably, our analysis reveals the co-dependency of BRG1 and CHD7 at distal regions on regulating expression of their common target genes in ESC. This work sheds light on cooperative binding of TF binding proteins in regulating gene expression in ESC, and demonstrates the utility of integrative analysis of a manually curated compendium of genome-wide protein binding profiles in our online resource PAD.


语种英语
WOS记录号WOS:000404054700002
来源期刊BIOINFORMATICS
来源机构美国环保署
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/61175
作者单位1.Univ Sydney, Charles Perkins Ctr, Camperdown, NSW 2006, Australia;
2.Univ Sydney, Sch Math & Stat, Camperdown, NSW 2006, Australia;
3.Natl Inst Environm Hlth Sci, Syst Biol Grp, Epigenet & Stem Cell Biol Lab, NIH,RTP, Res Triangle Pk, NC 27709 USA;
4.CNRS, Inst Human Genet, UPR 1142, Montpellier, France;
5.Univ New South Wales, Victor Chang Cardiac Res Inst, Darlinghurst, NSW 2010, Australia;
6.Univ New South Wales, St Vincents Clin Sch, Darlinghurst, NSW 2010, Australia
推荐引用方式
GB/T 7714
Yang, Pengyi,Oldfield, Andrew,Kim, Taiyun,et al. Integrative analysis identifies co-dependent gene expression regulation of BRG1 and CHD7 at distal regulatory sites in embryonic stem cells[J]. 美国环保署,2017,33(13):1916-1920.
APA Yang, Pengyi,Oldfield, Andrew,Kim, Taiyun,Yang, Andrian,Yang, Jean Yee Hwa,&Ho, Joshua W. K..(2017).Integrative analysis identifies co-dependent gene expression regulation of BRG1 and CHD7 at distal regulatory sites in embryonic stem cells.BIOINFORMATICS,33(13),1916-1920.
MLA Yang, Pengyi,et al."Integrative analysis identifies co-dependent gene expression regulation of BRG1 and CHD7 at distal regulatory sites in embryonic stem cells".BIOINFORMATICS 33.13(2017):1916-1920.
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