Cargando…
Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans
Here we report three epigenome-wide association studies (EWAS) of DNA methylation on self-reported race, global genetic ancestry, and local genetic ancestry in admixed Americans from three sets of samples, including internal and external replications (N(total )= 1224). Our EWAS on local ancestry (LA...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054854/ https://www.ncbi.nlm.nih.gov/pubmed/35488087 http://dx.doi.org/10.1038/s42003-022-03353-5 |
_version_ | 1784697285366513664 |
---|---|
author | Li, Boyang Aouizerat, Bradley E. Cheng, Youshu Anastos, Kathryn Justice, Amy C. Zhao, Hongyu Xu, Ke |
author_facet | Li, Boyang Aouizerat, Bradley E. Cheng, Youshu Anastos, Kathryn Justice, Amy C. Zhao, Hongyu Xu, Ke |
author_sort | Li, Boyang |
collection | PubMed |
description | Here we report three epigenome-wide association studies (EWAS) of DNA methylation on self-reported race, global genetic ancestry, and local genetic ancestry in admixed Americans from three sets of samples, including internal and external replications (N(total )= 1224). Our EWAS on local ancestry (LA) identified the largest number of ancestry-associated DNA methylation sites and also featured the highest replication rate. Furthermore, by incorporating ancestry origins of genetic variations, we identified 36 methylation quantitative trait loci (meQTL) clumps for LA-associated CpGs that cannot be captured by a model that assumes identical genetic effects across ancestry origins. Lead SNPs at 152 meQTL clumps had significantly different genetic effects in the context of an African or European ancestry background. Local ancestry information enables superior capture of ancestry-associated methylation signatures and identification of ancestry-specific genetic effects on DNA methylation. These findings highlight the importance of incorporating local ancestry for EWAS in admixed samples from multi-ancestry cohorts. |
format | Online Article Text |
id | pubmed-9054854 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90548542022-05-01 Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans Li, Boyang Aouizerat, Bradley E. Cheng, Youshu Anastos, Kathryn Justice, Amy C. Zhao, Hongyu Xu, Ke Commun Biol Article Here we report three epigenome-wide association studies (EWAS) of DNA methylation on self-reported race, global genetic ancestry, and local genetic ancestry in admixed Americans from three sets of samples, including internal and external replications (N(total )= 1224). Our EWAS on local ancestry (LA) identified the largest number of ancestry-associated DNA methylation sites and also featured the highest replication rate. Furthermore, by incorporating ancestry origins of genetic variations, we identified 36 methylation quantitative trait loci (meQTL) clumps for LA-associated CpGs that cannot be captured by a model that assumes identical genetic effects across ancestry origins. Lead SNPs at 152 meQTL clumps had significantly different genetic effects in the context of an African or European ancestry background. Local ancestry information enables superior capture of ancestry-associated methylation signatures and identification of ancestry-specific genetic effects on DNA methylation. These findings highlight the importance of incorporating local ancestry for EWAS in admixed samples from multi-ancestry cohorts. Nature Publishing Group UK 2022-04-29 /pmc/articles/PMC9054854/ /pubmed/35488087 http://dx.doi.org/10.1038/s42003-022-03353-5 Text en © The Author(s) 2022 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 Li, Boyang Aouizerat, Bradley E. Cheng, Youshu Anastos, Kathryn Justice, Amy C. Zhao, Hongyu Xu, Ke Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans |
title | Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans |
title_full | Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans |
title_fullStr | Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans |
title_full_unstemmed | Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans |
title_short | Incorporating local ancestry improves identification of ancestry-associated methylation signatures and meQTLs in African Americans |
title_sort | incorporating local ancestry improves identification of ancestry-associated methylation signatures and meqtls in african americans |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9054854/ https://www.ncbi.nlm.nih.gov/pubmed/35488087 http://dx.doi.org/10.1038/s42003-022-03353-5 |
work_keys_str_mv | AT liboyang incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans AT aouizeratbradleye incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans AT chengyoushu incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans AT anastoskathryn incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans AT justiceamyc incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans AT zhaohongyu incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans AT xuke incorporatinglocalancestryimprovesidentificationofancestryassociatedmethylationsignaturesandmeqtlsinafricanamericans |