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meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans

Identifying genetic variants that are associated with variation in DNA methylation, an analysis commonly referred to as methylation quantitative trait locus (meQTL) mapping, is an important first step towards understanding the genetic architecture underlying epigenetic variation. Most existing meQTL...

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Autores principales: Shang, Lulu, Zhao, Wei, Wang, Yi Zhe, Li, Zheng, Choi, Jerome J., Kho, Minjung, Mosley, Thomas H., Kardia, Sharon L. R., Smith, Jennifer A., Zhou, Xiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175543/
https://www.ncbi.nlm.nih.gov/pubmed/37169753
http://dx.doi.org/10.1038/s41467-023-37961-4
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author Shang, Lulu
Zhao, Wei
Wang, Yi Zhe
Li, Zheng
Choi, Jerome J.
Kho, Minjung
Mosley, Thomas H.
Kardia, Sharon L. R.
Smith, Jennifer A.
Zhou, Xiang
author_facet Shang, Lulu
Zhao, Wei
Wang, Yi Zhe
Li, Zheng
Choi, Jerome J.
Kho, Minjung
Mosley, Thomas H.
Kardia, Sharon L. R.
Smith, Jennifer A.
Zhou, Xiang
author_sort Shang, Lulu
collection PubMed
description Identifying genetic variants that are associated with variation in DNA methylation, an analysis commonly referred to as methylation quantitative trait locus (meQTL) mapping, is an important first step towards understanding the genetic architecture underlying epigenetic variation. Most existing meQTL mapping studies have focused on individuals of European ancestry and are underrepresented in other populations, with a particular absence of large studies in populations with African ancestry. We fill this critical knowledge gap by performing a large-scale cis-meQTL mapping study in 961 African Americans from the Genetic Epidemiology Network of Arteriopathy (GENOA) study. We identify a total of 4,565,687 cis-acting meQTLs in 320,965 meCpGs. We find that 45% of meCpGs harbor multiple independent meQTLs, suggesting potential polygenic genetic architecture underlying methylation variation. A large percentage of the cis-meQTLs also colocalize with cis-expression QTLs (eQTLs) in the same population. Importantly, the identified cis-meQTLs explain a substantial proportion (median = 24.6%) of methylation variation. In addition, the cis-meQTL associated CpG sites mediate a substantial proportion (median = 24.9%) of SNP effects underlying gene expression. Overall, our results represent an important step toward revealing the co-regulation of methylation and gene expression, facilitating the functional interpretation of epigenetic and gene regulation underlying common diseases in African Americans.
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spelling pubmed-101755432023-05-13 meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans Shang, Lulu Zhao, Wei Wang, Yi Zhe Li, Zheng Choi, Jerome J. Kho, Minjung Mosley, Thomas H. Kardia, Sharon L. R. Smith, Jennifer A. Zhou, Xiang Nat Commun Article Identifying genetic variants that are associated with variation in DNA methylation, an analysis commonly referred to as methylation quantitative trait locus (meQTL) mapping, is an important first step towards understanding the genetic architecture underlying epigenetic variation. Most existing meQTL mapping studies have focused on individuals of European ancestry and are underrepresented in other populations, with a particular absence of large studies in populations with African ancestry. We fill this critical knowledge gap by performing a large-scale cis-meQTL mapping study in 961 African Americans from the Genetic Epidemiology Network of Arteriopathy (GENOA) study. We identify a total of 4,565,687 cis-acting meQTLs in 320,965 meCpGs. We find that 45% of meCpGs harbor multiple independent meQTLs, suggesting potential polygenic genetic architecture underlying methylation variation. A large percentage of the cis-meQTLs also colocalize with cis-expression QTLs (eQTLs) in the same population. Importantly, the identified cis-meQTLs explain a substantial proportion (median = 24.6%) of methylation variation. In addition, the cis-meQTL associated CpG sites mediate a substantial proportion (median = 24.9%) of SNP effects underlying gene expression. Overall, our results represent an important step toward revealing the co-regulation of methylation and gene expression, facilitating the functional interpretation of epigenetic and gene regulation underlying common diseases in African Americans. Nature Publishing Group UK 2023-05-11 /pmc/articles/PMC10175543/ /pubmed/37169753 http://dx.doi.org/10.1038/s41467-023-37961-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Shang, Lulu
Zhao, Wei
Wang, Yi Zhe
Li, Zheng
Choi, Jerome J.
Kho, Minjung
Mosley, Thomas H.
Kardia, Sharon L. R.
Smith, Jennifer A.
Zhou, Xiang
meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans
title meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans
title_full meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans
title_fullStr meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans
title_full_unstemmed meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans
title_short meQTL mapping in the GENOA study reveals genetic determinants of DNA methylation in African Americans
title_sort meqtl mapping in the genoa study reveals genetic determinants of dna methylation in african americans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175543/
https://www.ncbi.nlm.nih.gov/pubmed/37169753
http://dx.doi.org/10.1038/s41467-023-37961-4
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