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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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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. |
format | Online Article Text |
id | pubmed-10175543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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