Regulatory genomic circuitry of human disease loci by integrative epigenomics

被引:0
|
作者
Carles A. Boix
Benjamin T. James
Yongjin P. Park
Wouter Meuleman
Manolis Kellis
机构
[1] Massachusetts Institute of Technology,Computer Science and Artificial Intelligence Laboratory
[2] Broad Institute of MIT and Harvard,Computational and Systems Biology Program
[3] Massachusetts Institute of Technology,Department of Pathology and Laboratory Medicine
[4] University of British Columbia,undefined
[5] Altius Institute for Biomedical Sciences,undefined
来源
Nature | 2021年 / 590卷
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摘要
Annotating the molecular basis of human disease remains an unsolved challenge, as 93% of disease loci are non-coding and gene-regulatory annotations are highly incomplete1–3. Here we present EpiMap, a compendium comprising 10,000 epigenomic maps across 800 samples, which we used to define chromatin states, high-resolution enhancers, enhancer modules, upstream regulators and downstream target genes. We used this resource to annotate 30,000 genetic loci that were associated with 540 traits4, predicting trait-relevant tissues, putative causal nucleotide variants in enriched tissue enhancers and candidate tissue-specific target genes for each. We partitioned multifactorial traits into tissue-specific contributing factors with distinct functional enrichments and disease comorbidity patterns, and revealed both single-factor monotropic and multifactor pleiotropic loci. Top-scoring loci frequently had multiple predicted driver variants, converging through multiple enhancers with a common target gene, multiple genes in common tissues, or multiple genes and multiple tissues, indicating extensive pleiotropy. Our results demonstrate the importance of dense, rich, high-resolution epigenomic annotations for the investigation of complex traits.
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页码:300 / 307
页数:7
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