Mapping and analysis of chromatin state dynamics in nine human cell types

被引:2097
作者
Ernst, Jason [1 ,2 ]
Kheradpour, Pouya [1 ,2 ]
Mikkelsen, Tarjei S. [1 ]
Shoresh, Noam [1 ]
Ward, Lucas D. [1 ,2 ]
Epstein, Charles B. [1 ]
Zhang, Xiaolan [1 ]
Wang, Li [1 ]
Issner, Robbyn [1 ]
Coyne, Michael [1 ]
Ku, Manching [1 ,3 ,4 ,5 ,6 ]
Durham, Timothy [1 ]
Kellis, Manolis [1 ,2 ]
Bernstein, Bradley E. [1 ,3 ,4 ,5 ,6 ]
机构
[1] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[2] MIT, Comp Sci & Artificial Intelligence Lab, Cambridge, MA 02139 USA
[3] Massachusetts Gen Hosp, Dept Pathol, Howard Hughes Med Inst, Boston, MA 02114 USA
[4] Harvard Univ, Sch Med, Boston, MA 02114 USA
[5] Massachusetts Gen Hosp, Ctr Syst Biol, Boston, MA 02114 USA
[6] Massachusetts Gen Hosp, Ctr Canc Res, Boston, MA 02114 USA
基金
美国国家科学基金会;
关键词
GENOME-WIDE ASSOCIATION; TRANSCRIPTION-FACTOR-BINDING; EMBRYONIC STEM-CELLS; GENE-EXPRESSION; HISTONE MODIFICATIONS; SUSCEPTIBILITY LOCI; ENHANCERS; POPULATION; METAANALYSIS; PROMOTERS;
D O I
10.1038/nature09906
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Chromatin profiling has emerged as a powerful means of genome annotation and detection of regulatory activity. The approach is especially well suited to the characterization of non-coding portions of the genome, which critically contribute to cellular phenotypes yet remain largely uncharted. Here we map nine chromatin marks across nine cell types to systematically characterize regulatory elements, their cell-type specificities and their functional interactions. Focusing on cell-type-specific patterns of promoters and enhancers, we define multicell activity profiles for chromatin state, gene expression, regulatory motif enrichment and regulator expression. We use correlations between these profiles to link enhancers to putative target genes, and predict the cell-type-specific activators and repressors that modulate them. The resulting annotations and regulatory predictions have implications for the interpretation of genome-wide association studies. Top-scoring disease single nucleotide polymorphisms are frequently positioned within enhancer elements specifically active in relevant cell types, and in some cases affect a motif instance for a predicted regulator, thus suggesting a mechanism for the association. Our study presents a general framework for deciphering cis-regulatory connections and their roles in disease.
引用
收藏
页码:43 / U52
页数:9
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