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dc.contributor.authorBoix, Carles A
dc.contributor.authorJames, Benjamin T
dc.contributor.authorPark, Yongjin P
dc.contributor.authorMeuleman, Wouter
dc.contributor.authorKellis, Manolis
dc.date.accessioned2022-07-13T17:12:04Z
dc.date.available2022-07-13T17:12:04Z
dc.date.issued2021
dc.identifier.urihttps://hdl.handle.net/1721.1/143720
dc.description.abstract© 2021, The Author(s). 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.en_US
dc.language.isoen
dc.publisherSpringer Science and Business Media LLCen_US
dc.relation.isversionof10.1038/S41586-020-03145-Zen_US
dc.rightsCreative Commons Attribution 4.0 International licenseen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceNatureen_US
dc.titleRegulatory genomic circuitry of human disease loci by integrative epigenomicsen_US
dc.typeArticleen_US
dc.identifier.citationBoix, Carles A, James, Benjamin T, Park, Yongjin P, Meuleman, Wouter and Kellis, Manolis. 2021. "Regulatory genomic circuitry of human disease loci by integrative epigenomics." Nature, 590 (7845).
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
dc.contributor.departmentMassachusetts Institute of Technology. Computational and Systems Biology Program
dc.relation.journalNatureen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2022-07-13T17:05:34Z
dspace.orderedauthorsBoix, CA; James, BT; Park, YP; Meuleman, W; Kellis, Men_US
dspace.date.submission2022-07-13T17:05:44Z
mit.journal.volume590en_US
mit.journal.issue7845en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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