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...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Boyang, Aouizerat, Bradley E., Cheng, Youshu, Anastos, Kathryn, Justice, Amy C., Zhao, Hongyu, Xu, Ke
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