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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
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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. |
format | Online Article Text |
id | pubmed-6097927 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
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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