Genome-wide quantification of the effects of DNA methylation on human gene regulation

被引:94
作者
Lea, Amanda J. [1 ,9 ]
Vockley, Christopher M. [2 ,3 ,10 ]
Johnston, Rachel A. [4 ]
Del Carpio, Christina A. [4 ,11 ]
Barreiro, Luis B. [5 ,12 ]
Reddy, Timothy E. [2 ,3 ,6 ]
Tung, Jenny [1 ,4 ,7 ,8 ]
机构
[1] Duke Univ, Dept Biol, Durham, NC 27706 USA
[2] Duke Univ, Ctr Genom & Computat Biol, Med Sch, Durham, NC 27706 USA
[3] Duke Univ, Dept Biostat & Bioinformat, Med Sch, Durham, NC 27706 USA
[4] Duke Univ, Dept Evolutionary Anthropol, Durham, NC 27706 USA
[5] Univ Montreal, St Justine Hosp Res Ctr, Dept Pediat, Montreal, PQ, Canada
[6] Duke Univ, Program Computat Biol & Bioinformat, Durham, NC 27706 USA
[7] Natl Museums Kenya, Inst Primate Res, Nairobi, Kenya
[8] Duke Univ, Populat Res Inst, Durham, NC 27706 USA
[9] Lewis Sigler Inst Integrat Genom, Carl Icahn Lab, Princeton, NJ 08544 USA
[10] Broad Inst MIT & Harvard, Cambridge, MA USA
[11] Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA USA
[12] Univ Chicago, Dept Med, Sect Genet Med, 5841 S Maryland Ave, Chicago, IL 60637 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
ENHANCER ACTIVITY MAPS; TRANSCRIPTION FACTORS; BINDING; EXPRESSION; ELEMENTS; DISSECTION; DATABASE; REMODELS; DOMAINS; ASSAYS;
D O I
10.7554/eLife.37513
中图分类号
Q [生物科学];
学科分类号
090105 [作物生产系统与生态工程];
摘要
Changes in DNA methylation are involved in development, disease, and the response to environmental conditions. However, not all regulatory elements are functionally methylation-dependent (MD). Here, we report a method, mSTARR-seq, that assesses the causal effects of DNA methylation on regulatory activity at hundreds of thousands of fragments (millions of CpG sites) simultaneously. Using mSTARR-seq, we identify thousands of MD regulatory elements in the human genome. MD activity is partially predictable using sequence and chromatin state information, and distinct transcription factors are associated with higher activity in unmethylated versus methylated DNA. Further, pioneer TFs linked to higher activity in the methylated state appear to drive demethylation of experimentally methylated sites. MD regulatory elements also predict methylation-gene expression relationships across individuals, where they are 1.6x enriched among sites with strong negative correlations. mSTARR-seq thus provides a map of MD regulatory activity in the human genome and facilitates interpretation of differential methylation studies.
引用
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页数:27
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