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Genetic determinants of co-accessible chromatin regions in activated T cells across humans

Over 90% of genetic variants associated with complex human traits map to non-coding regions, but little is understood about how they modulate gene regulation in health and disease. One possible mechanism is that genetic variants affect the activity of one or more cis-regulatory elements leading to g...

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Autores principales: Gate, Rachel E., Cheng, Christine S., Aiden, Aviva P., Siba, Atsede, Tabaka, Marcin, Lituiev, Dmytro, Machol, Ido, Gordon, M. Grace, Subramaniam, Meena, Shamim, Muhammad, Hougen, Kendrick L., Wortman, Ivo, Huang, Su-Chen, Durand, Neva C., Feng, Ting, De Jager, Philip L., Chang, Howard Y., Aiden, Erez Lieberman, Benoist, Christophe, Beer, Michael A., Ye, Chun J., Regev, Aviv
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097927/
https://www.ncbi.nlm.nih.gov/pubmed/29988122
http://dx.doi.org/10.1038/s41588-018-0156-2
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author Gate, Rachel E.
Cheng, Christine S.
Aiden, Aviva P.
Siba, Atsede
Tabaka, Marcin
Lituiev, Dmytro
Machol, Ido
Gordon, M. Grace
Subramaniam, Meena
Shamim, Muhammad
Hougen, Kendrick L.
Wortman, Ivo
Huang, Su-Chen
Durand, Neva C.
Feng, Ting
De Jager, Philip L.
Chang, Howard Y.
Aiden, Erez Lieberman
Benoist, Christophe
Beer, Michael A.
Ye, Chun J.
Regev, Aviv
author_facet Gate, Rachel E.
Cheng, Christine S.
Aiden, Aviva P.
Siba, Atsede
Tabaka, Marcin
Lituiev, Dmytro
Machol, Ido
Gordon, M. Grace
Subramaniam, Meena
Shamim, Muhammad
Hougen, Kendrick L.
Wortman, Ivo
Huang, Su-Chen
Durand, Neva C.
Feng, Ting
De Jager, Philip L.
Chang, Howard Y.
Aiden, Erez Lieberman
Benoist, Christophe
Beer, Michael A.
Ye, Chun J.
Regev, Aviv
author_sort Gate, Rachel E.
collection PubMed
description Over 90% of genetic variants associated with complex human traits map to non-coding regions, but little is understood about how they modulate gene regulation in health and disease. One possible mechanism is that genetic variants affect the activity of one or more cis-regulatory elements leading to gene expression variation in specific cell types. To identify such cases, we analyzed ATAC-seq and RNA-seq profiles from stimulated primary CD4(+) T cells in up to 105 healthy donors. We found regions of accessible chromatin (ATAC-peaks) are co-accessible at kilobase and megabase resolution, consistent with the 3D chromatin organization measured by in situ Hi-C in T cells. 15% of genetic variants located within ATAC-peaks affected the accessibility of the corresponding peak (ATAC-QTLs). ATAC-QTLs have the largest effects on co-accessible peaks, are associated with gene expression, and are enriched for autoimmune disease variants. Our results provide insights into how natural genetic variants modulate cis-regulatory elements, in isolation or in concert, to influence gene expression.
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spelling pubmed-60979272019-01-09 Genetic determinants of co-accessible chromatin regions in activated T cells across humans Gate, Rachel E. Cheng, Christine S. Aiden, Aviva P. Siba, Atsede Tabaka, Marcin Lituiev, Dmytro Machol, Ido Gordon, M. Grace Subramaniam, Meena Shamim, Muhammad Hougen, Kendrick L. Wortman, Ivo Huang, Su-Chen Durand, Neva C. Feng, Ting De Jager, Philip L. Chang, Howard Y. Aiden, Erez Lieberman Benoist, Christophe Beer, Michael A. Ye, Chun J. Regev, Aviv Nat Genet Article Over 90% of genetic variants associated with complex human traits map to non-coding regions, but little is understood about how they modulate gene regulation in health and disease. One possible mechanism is that genetic variants affect the activity of one or more cis-regulatory elements leading to gene expression variation in specific cell types. To identify such cases, we analyzed ATAC-seq and RNA-seq profiles from stimulated primary CD4(+) T cells in up to 105 healthy donors. We found regions of accessible chromatin (ATAC-peaks) are co-accessible at kilobase and megabase resolution, consistent with the 3D chromatin organization measured by in situ Hi-C in T cells. 15% of genetic variants located within ATAC-peaks affected the accessibility of the corresponding peak (ATAC-QTLs). ATAC-QTLs have the largest effects on co-accessible peaks, are associated with gene expression, and are enriched for autoimmune disease variants. Our results provide insights into how natural genetic variants modulate cis-regulatory elements, in isolation or in concert, to influence gene expression. 2018-07-09 2018-08 /pmc/articles/PMC6097927/ /pubmed/29988122 http://dx.doi.org/10.1038/s41588-018-0156-2 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Gate, Rachel E.
Cheng, Christine S.
Aiden, Aviva P.
Siba, Atsede
Tabaka, Marcin
Lituiev, Dmytro
Machol, Ido
Gordon, M. Grace
Subramaniam, Meena
Shamim, Muhammad
Hougen, Kendrick L.
Wortman, Ivo
Huang, Su-Chen
Durand, Neva C.
Feng, Ting
De Jager, Philip L.
Chang, Howard Y.
Aiden, Erez Lieberman
Benoist, Christophe
Beer, Michael A.
Ye, Chun J.
Regev, Aviv
Genetic determinants of co-accessible chromatin regions in activated T cells across humans
title Genetic determinants of co-accessible chromatin regions in activated T cells across humans
title_full Genetic determinants of co-accessible chromatin regions in activated T cells across humans
title_fullStr Genetic determinants of co-accessible chromatin regions in activated T cells across humans
title_full_unstemmed Genetic determinants of co-accessible chromatin regions in activated T cells across humans
title_short Genetic determinants of co-accessible chromatin regions in activated T cells across humans
title_sort genetic determinants of co-accessible chromatin regions in activated t cells across humans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097927/
https://www.ncbi.nlm.nih.gov/pubmed/29988122
http://dx.doi.org/10.1038/s41588-018-0156-2
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