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Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels

DNA methylation is an important epigenetic regulator of gene expression. Recent studies have revealed widespread associations between genetic variation and methylation levels. However, the mechanistic links between genetic variation and methylation remain unclear. To begin addressing this gap, we co...

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Autores principales: Banovich, Nicholas E., Lan, Xun, McVicker, Graham, van de Geijn, Bryce, Degner, Jacob F., Blischak, John D., Roux, Julien, Pritchard, Jonathan K., Gilad, Yoav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4169251/
https://www.ncbi.nlm.nih.gov/pubmed/25233095
http://dx.doi.org/10.1371/journal.pgen.1004663
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author Banovich, Nicholas E.
Lan, Xun
McVicker, Graham
van de Geijn, Bryce
Degner, Jacob F.
Blischak, John D.
Roux, Julien
Pritchard, Jonathan K.
Gilad, Yoav
author_facet Banovich, Nicholas E.
Lan, Xun
McVicker, Graham
van de Geijn, Bryce
Degner, Jacob F.
Blischak, John D.
Roux, Julien
Pritchard, Jonathan K.
Gilad, Yoav
author_sort Banovich, Nicholas E.
collection PubMed
description DNA methylation is an important epigenetic regulator of gene expression. Recent studies have revealed widespread associations between genetic variation and methylation levels. However, the mechanistic links between genetic variation and methylation remain unclear. To begin addressing this gap, we collected methylation data at ∼300,000 loci in lymphoblastoid cell lines (LCLs) from 64 HapMap Yoruba individuals, and genome-wide bisulfite sequence data in ten of these individuals. We identified (at an FDR of 10%) 13,915 cis methylation QTLs (meQTLs)—i.e., CpG sites in which changes in DNA methylation are associated with genetic variation at proximal loci. We found that meQTLs are frequently associated with changes in methylation at multiple CpGs across regions of up to 3 kb. Interestingly, meQTLs are also frequently associated with variation in other properties of gene regulation, including histone modifications, DNase I accessibility, chromatin accessibility, and expression levels of nearby genes. These observations suggest that genetic variants may lead to coordinated molecular changes in all of these regulatory phenotypes. One plausible driver of coordinated changes in different regulatory mechanisms is variation in transcription factor (TF) binding. Indeed, we found that SNPs that change predicted TF binding affinities are significantly enriched for associations with DNA methylation at nearby CpGs.
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spelling pubmed-41692512014-09-22 Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels Banovich, Nicholas E. Lan, Xun McVicker, Graham van de Geijn, Bryce Degner, Jacob F. Blischak, John D. Roux, Julien Pritchard, Jonathan K. Gilad, Yoav PLoS Genet Research Article DNA methylation is an important epigenetic regulator of gene expression. Recent studies have revealed widespread associations between genetic variation and methylation levels. However, the mechanistic links between genetic variation and methylation remain unclear. To begin addressing this gap, we collected methylation data at ∼300,000 loci in lymphoblastoid cell lines (LCLs) from 64 HapMap Yoruba individuals, and genome-wide bisulfite sequence data in ten of these individuals. We identified (at an FDR of 10%) 13,915 cis methylation QTLs (meQTLs)—i.e., CpG sites in which changes in DNA methylation are associated with genetic variation at proximal loci. We found that meQTLs are frequently associated with changes in methylation at multiple CpGs across regions of up to 3 kb. Interestingly, meQTLs are also frequently associated with variation in other properties of gene regulation, including histone modifications, DNase I accessibility, chromatin accessibility, and expression levels of nearby genes. These observations suggest that genetic variants may lead to coordinated molecular changes in all of these regulatory phenotypes. One plausible driver of coordinated changes in different regulatory mechanisms is variation in transcription factor (TF) binding. Indeed, we found that SNPs that change predicted TF binding affinities are significantly enriched for associations with DNA methylation at nearby CpGs. Public Library of Science 2014-09-18 /pmc/articles/PMC4169251/ /pubmed/25233095 http://dx.doi.org/10.1371/journal.pgen.1004663 Text en © 2014 Banovich et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Banovich, Nicholas E.
Lan, Xun
McVicker, Graham
van de Geijn, Bryce
Degner, Jacob F.
Blischak, John D.
Roux, Julien
Pritchard, Jonathan K.
Gilad, Yoav
Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels
title Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels
title_full Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels
title_fullStr Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels
title_full_unstemmed Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels
title_short Methylation QTLs Are Associated with Coordinated Changes in Transcription Factor Binding, Histone Modifications, and Gene Expression Levels
title_sort methylation qtls are associated with coordinated changes in transcription factor binding, histone modifications, and gene expression levels
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4169251/
https://www.ncbi.nlm.nih.gov/pubmed/25233095
http://dx.doi.org/10.1371/journal.pgen.1004663
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