Literature DB >> 33536621

Regulatory genomic circuitry of human disease loci by integrative epigenomics.

Carles A Boix1,2,3, Benjamin T James1,2, Yongjin P Park1,2,4, Wouter Meuleman5, Manolis Kellis6,7.   

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 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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Year:  2021        PMID: 33536621      PMCID: PMC7875769          DOI: 10.1038/s41586-020-03145-z

Source DB:  PubMed          Journal:  Nature        ISSN: 0028-0836            Impact factor:   49.962


  55 in total

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2.  Unsupervised pattern discovery in human chromatin structure through genomic segmentation.

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3.  Systematic localization of common disease-associated variation in regulatory DNA.

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Journal:  Science       Date:  2012-09-05       Impact factor: 47.728

Review 4.  The Post-GWAS Era: From Association to Function.

Authors:  Michael D Gallagher; Alice S Chen-Plotkin
Journal:  Am J Hum Genet       Date:  2018-05-03       Impact factor: 11.025

5.  The International Human Epigenome Consortium: A Blueprint for Scientific Collaboration and Discovery.

Authors:  Hendrik G Stunnenberg; Martin Hirst
Journal:  Cell       Date:  2016-11-17       Impact factor: 41.582

6.  Discovery and characterization of chromatin states for systematic annotation of the human genome.

Authors:  Jason Ernst; Manolis Kellis
Journal:  Nat Biotechnol       Date:  2010-07-25       Impact factor: 54.908

Review 7.  10 Years of GWAS Discovery: Biology, Function, and Translation.

Authors:  Peter M Visscher; Naomi R Wray; Qian Zhang; Pamela Sklar; Mark I McCarthy; Matthew A Brown; Jian Yang
Journal:  Am J Hum Genet       Date:  2017-07-06       Impact factor: 11.025

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

Authors:  Jason Ernst; Pouya Kheradpour; Tarjei S Mikkelsen; Noam Shoresh; Lucas D Ward; Charles B Epstein; Xiaolan Zhang; Li Wang; Robbyn Issner; Michael Coyne; Manching Ku; Timothy Durham; Manolis Kellis; Bradley E Bernstein
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9.  The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019.

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Journal:  Nucleic Acids Res       Date:  2019-01-08       Impact factor: 16.971

Review 10.  Interpreting noncoding genetic variation in complex traits and human disease.

Authors:  Lucas D Ward; Manolis Kellis
Journal:  Nat Biotechnol       Date:  2012-11-08       Impact factor: 54.908

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  38 in total

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Journal:  Cell       Date:  2021-11-12       Impact factor: 41.582

2.  Integrative Prioritization of Causal Genes for Coronary Artery Disease.

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Journal:  Circ Genom Precis Med       Date:  2021-12-28

Review 3.  Multidisciplinary approaches for elucidating genetics and molecular pathogenesis of urinary tract malformations.

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4.  An integrated approach to identify environmental modulators of genetic risk factors for complex traits.

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Review 5.  Characterizing cis-regulatory elements using single-cell epigenomics.

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Review 7.  Genomic enhancers in cardiac development and disease.

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8.  From polygenic risk scores to integrative epigenomics: the dawn of a new era for cardiovascular precision medicine.

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9.  EpiMap: Fine-tuning integrative epigenomics maps to understand complex human regulatory genomic circuitry.

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Journal:  Signal Transduct Target Ther       Date:  2021-05-08

Review 10.  Unveiling the Pathogenesis of Psychiatric Disorders Using Network Models.

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