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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
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.
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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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