Submitted by ja607 on
Title | Regulatory genomic circuitry of human disease loci by integrative epigenomics. |
Publication Type | Journal Article |
Year of Publication | 2021 |
Authors | Boix, CA, James, BT, Park, YP, Meuleman, W, Kellis, M |
Journal | Nature |
Volume | 590 |
Issue | 7845 |
Pagination | 300-307 |
Date Published | 2021 02 |
ISSN | 1476-4687 |
Keywords | Chromatin, Disease, Enhancer Elements, Genetic, Epigenesis, Genetic, Epigenomics, Female, Gene Regulatory Networks, Genetic Loci, Genome-Wide Association Study, Humans, Male, Multifactorial Inheritance, Organ Specificity, Reproducibility of Results |
Abstract | 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 incomplete. 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 traits, 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. |
DOI | 10.1038/s41586-020-03145-z |
Alternate Journal | Nature |
PubMed ID | 33536621 |
PubMed Central ID | PMC7875769 |
Grant List | HG008155 / NH / NIH HHS / United States U41 HG007234 / HG / NHGRI NIH HHS / United States MH109978 / NH / NIH HHS / United States MH119509 / NH / NIH HHS / United States U24 HG009446 / HG / NHGRI NIH HHS / United States GM087237 / NH / NIH HHS / United States HG007234 / NH / NIH HHS / United States R01 MH109978 / MH / NIMH NIH HHS / United States U01 MH119509 / MH / NIMH NIH HHS / United States R01 AG058002 / AG / NIA NIH HHS / United States R01 HG008155 / HG / NHGRI NIH HHS / United States R35 HG011317 / HG / NHGRI NIH HHS / United States R01 GM113708 / GM / NIGMS NIH HHS / United States U01 HG007610 / HG / NHGRI NIH HHS / United States HG009446 / NH / NIH HHS / United States HG009088 / NH / NIH HHS / United States T32 GM087237 / GM / NIGMS NIH HHS / United States AG058002 / NH / NIH HHS / United States HG007610 / NH / NIH HHS / United States GM113708 / NH / NIH HHS / United States U01 HG009088 / HG / NHGRI NIH HHS / United States |