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Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain

A fundamental challenge in the post-genome era is to understand and annotate the consequences of genetic variation, particularly within the context of human tissues. We present a set of integrated experiments that investigate the effects of common genetic variability on DNA methylation and mRNA expr...

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Autores principales: Gibbs, J. Raphael, van der Brug, Marcel P., Hernandez, Dena G., Traynor, Bryan J., Nalls, Michael A., Lai, Shiao-Lin, Arepalli, Sampath, Dillman, Allissa, Rafferty, Ian P., Troncoso, Juan, Johnson, Robert, Zielke, H. Ronald, Ferrucci, Luigi, Longo, Dan L., Cookson, Mark R., Singleton, Andrew B.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2869317/
https://www.ncbi.nlm.nih.gov/pubmed/20485568
http://dx.doi.org/10.1371/journal.pgen.1000952
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author Gibbs, J. Raphael
van der Brug, Marcel P.
Hernandez, Dena G.
Traynor, Bryan J.
Nalls, Michael A.
Lai, Shiao-Lin
Arepalli, Sampath
Dillman, Allissa
Rafferty, Ian P.
Troncoso, Juan
Johnson, Robert
Zielke, H. Ronald
Ferrucci, Luigi
Longo, Dan L.
Cookson, Mark R.
Singleton, Andrew B.
author_facet Gibbs, J. Raphael
van der Brug, Marcel P.
Hernandez, Dena G.
Traynor, Bryan J.
Nalls, Michael A.
Lai, Shiao-Lin
Arepalli, Sampath
Dillman, Allissa
Rafferty, Ian P.
Troncoso, Juan
Johnson, Robert
Zielke, H. Ronald
Ferrucci, Luigi
Longo, Dan L.
Cookson, Mark R.
Singleton, Andrew B.
author_sort Gibbs, J. Raphael
collection PubMed
description A fundamental challenge in the post-genome era is to understand and annotate the consequences of genetic variation, particularly within the context of human tissues. We present a set of integrated experiments that investigate the effects of common genetic variability on DNA methylation and mRNA expression in four human brain regions each from 150 individuals (600 samples total). We find an abundance of genetic cis regulation of mRNA expression and show for the first time abundant quantitative trait loci for DNA CpG methylation across the genome. We show peak enrichment for cis expression QTLs to be approximately 68,000 bp away from individual transcription start sites; however, the peak enrichment for cis CpG methylation QTLs is located much closer, only 45 bp from the CpG site in question. We observe that the largest magnitude quantitative trait loci occur across distinct brain tissues. Our analyses reveal that CpG methylation quantitative trait loci are more likely to occur for CpG sites outside of islands. Lastly, we show that while we can observe individual QTLs that appear to affect both the level of a transcript and a physically close CpG methylation site, these are quite rare. We believe these data, which we have made publicly available, will provide a critical step toward understanding the biological effects of genetic variation.
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spelling pubmed-28693172010-05-19 Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain Gibbs, J. Raphael van der Brug, Marcel P. Hernandez, Dena G. Traynor, Bryan J. Nalls, Michael A. Lai, Shiao-Lin Arepalli, Sampath Dillman, Allissa Rafferty, Ian P. Troncoso, Juan Johnson, Robert Zielke, H. Ronald Ferrucci, Luigi Longo, Dan L. Cookson, Mark R. Singleton, Andrew B. PLoS Genet Research Article A fundamental challenge in the post-genome era is to understand and annotate the consequences of genetic variation, particularly within the context of human tissues. We present a set of integrated experiments that investigate the effects of common genetic variability on DNA methylation and mRNA expression in four human brain regions each from 150 individuals (600 samples total). We find an abundance of genetic cis regulation of mRNA expression and show for the first time abundant quantitative trait loci for DNA CpG methylation across the genome. We show peak enrichment for cis expression QTLs to be approximately 68,000 bp away from individual transcription start sites; however, the peak enrichment for cis CpG methylation QTLs is located much closer, only 45 bp from the CpG site in question. We observe that the largest magnitude quantitative trait loci occur across distinct brain tissues. Our analyses reveal that CpG methylation quantitative trait loci are more likely to occur for CpG sites outside of islands. Lastly, we show that while we can observe individual QTLs that appear to affect both the level of a transcript and a physically close CpG methylation site, these are quite rare. We believe these data, which we have made publicly available, will provide a critical step toward understanding the biological effects of genetic variation. Public Library of Science 2010-05-13 /pmc/articles/PMC2869317/ /pubmed/20485568 http://dx.doi.org/10.1371/journal.pgen.1000952 Text en This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Gibbs, J. Raphael
van der Brug, Marcel P.
Hernandez, Dena G.
Traynor, Bryan J.
Nalls, Michael A.
Lai, Shiao-Lin
Arepalli, Sampath
Dillman, Allissa
Rafferty, Ian P.
Troncoso, Juan
Johnson, Robert
Zielke, H. Ronald
Ferrucci, Luigi
Longo, Dan L.
Cookson, Mark R.
Singleton, Andrew B.
Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
title Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
title_full Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
title_fullStr Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
title_full_unstemmed Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
title_short Abundant Quantitative Trait Loci Exist for DNA Methylation and Gene Expression in Human Brain
title_sort abundant quantitative trait loci exist for dna methylation and gene expression in human brain
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2869317/
https://www.ncbi.nlm.nih.gov/pubmed/20485568
http://dx.doi.org/10.1371/journal.pgen.1000952
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