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Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver
Deciphering the impact of genetic variation on gene regulation is fundamental to understanding common, complex human diseases. Although histone modifications are important markers of gene regulatory elements of the genome, any specific histone modification has not been assayed in more than a few ind...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612522/ https://www.ncbi.nlm.nih.gov/pubmed/31204013 http://dx.doi.org/10.1016/j.ajhg.2019.05.010 |
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author | Çalışkan, Minal Manduchi, Elisabetta Rao, H. Shanker Segert, Julian A. Beltrame, Marcia Holsbach Trizzino, Marco Park, YoSon Baker, Samuel W. Chesi, Alessandra Johnson, Matthew E. Hodge, Kenyaita M. Leonard, Michelle E. Loza, Baoli Xin, Dong Berrido, Andrea M. Hand, Nicholas J. Bauer, Robert C. Wells, Andrew D. Olthoff, Kim M. Shaked, Abraham Rader, Daniel J. Grant, Struan F.A. Brown, Christopher D. |
author_facet | Çalışkan, Minal Manduchi, Elisabetta Rao, H. Shanker Segert, Julian A. Beltrame, Marcia Holsbach Trizzino, Marco Park, YoSon Baker, Samuel W. Chesi, Alessandra Johnson, Matthew E. Hodge, Kenyaita M. Leonard, Michelle E. Loza, Baoli Xin, Dong Berrido, Andrea M. Hand, Nicholas J. Bauer, Robert C. Wells, Andrew D. Olthoff, Kim M. Shaked, Abraham Rader, Daniel J. Grant, Struan F.A. Brown, Christopher D. |
author_sort | Çalışkan, Minal |
collection | PubMed |
description | Deciphering the impact of genetic variation on gene regulation is fundamental to understanding common, complex human diseases. Although histone modifications are important markers of gene regulatory elements of the genome, any specific histone modification has not been assayed in more than a few individuals in the human liver. As a result, the effects of genetic variation on histone modification states in the liver are poorly understood. Here, we generate the most comprehensive genome-wide dataset of two epigenetic marks, H3K4me3 and H3K27ac, and annotate thousands of putative regulatory elements in the human liver. We integrate these findings with genome-wide gene expression data collected from the same human liver tissues and high-resolution promoter-focused chromatin interaction maps collected from human liver-derived HepG2 cells. We demonstrate widespread functional consequences of natural genetic variation on putative regulatory element activity and gene expression levels. Leveraging these extensive datasets, we fine-map a total of 74 GWAS loci that have been associated with at least one complex phenotype. Our results reveal a repertoire of genes and regulatory mechanisms governing complex disease development and further the basic understanding of genetic and epigenetic regulation of gene expression in the human liver tissue. |
format | Online Article Text |
id | pubmed-6612522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-66125222020-01-03 Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver Çalışkan, Minal Manduchi, Elisabetta Rao, H. Shanker Segert, Julian A. Beltrame, Marcia Holsbach Trizzino, Marco Park, YoSon Baker, Samuel W. Chesi, Alessandra Johnson, Matthew E. Hodge, Kenyaita M. Leonard, Michelle E. Loza, Baoli Xin, Dong Berrido, Andrea M. Hand, Nicholas J. Bauer, Robert C. Wells, Andrew D. Olthoff, Kim M. Shaked, Abraham Rader, Daniel J. Grant, Struan F.A. Brown, Christopher D. Am J Hum Genet Article Deciphering the impact of genetic variation on gene regulation is fundamental to understanding common, complex human diseases. Although histone modifications are important markers of gene regulatory elements of the genome, any specific histone modification has not been assayed in more than a few individuals in the human liver. As a result, the effects of genetic variation on histone modification states in the liver are poorly understood. Here, we generate the most comprehensive genome-wide dataset of two epigenetic marks, H3K4me3 and H3K27ac, and annotate thousands of putative regulatory elements in the human liver. We integrate these findings with genome-wide gene expression data collected from the same human liver tissues and high-resolution promoter-focused chromatin interaction maps collected from human liver-derived HepG2 cells. We demonstrate widespread functional consequences of natural genetic variation on putative regulatory element activity and gene expression levels. Leveraging these extensive datasets, we fine-map a total of 74 GWAS loci that have been associated with at least one complex phenotype. Our results reveal a repertoire of genes and regulatory mechanisms governing complex disease development and further the basic understanding of genetic and epigenetic regulation of gene expression in the human liver tissue. Elsevier 2019-07-03 2019-06-13 /pmc/articles/PMC6612522/ /pubmed/31204013 http://dx.doi.org/10.1016/j.ajhg.2019.05.010 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Çalışkan, Minal Manduchi, Elisabetta Rao, H. Shanker Segert, Julian A. Beltrame, Marcia Holsbach Trizzino, Marco Park, YoSon Baker, Samuel W. Chesi, Alessandra Johnson, Matthew E. Hodge, Kenyaita M. Leonard, Michelle E. Loza, Baoli Xin, Dong Berrido, Andrea M. Hand, Nicholas J. Bauer, Robert C. Wells, Andrew D. Olthoff, Kim M. Shaked, Abraham Rader, Daniel J. Grant, Struan F.A. Brown, Christopher D. Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver |
title | Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver |
title_full | Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver |
title_fullStr | Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver |
title_full_unstemmed | Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver |
title_short | Genetic and Epigenetic Fine Mapping of Complex Trait Associated Loci in the Human Liver |
title_sort | genetic and epigenetic fine mapping of complex trait associated loci in the human liver |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6612522/ https://www.ncbi.nlm.nih.gov/pubmed/31204013 http://dx.doi.org/10.1016/j.ajhg.2019.05.010 |
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