Cargando…
DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines
BACKGROUND: DNA methylation is an essential epigenetic mechanism involved in gene regulation and disease, but little is known about the mechanisms underlying inter-individual variation in methylation profiles. Here we measured methylation levels at 22,290 CpG dinucleotides in lymphoblastoid cell lin...
Autores principales: | , , , , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2011
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3091299/ https://www.ncbi.nlm.nih.gov/pubmed/21251332 http://dx.doi.org/10.1186/gb-2011-12-1-r10 |
_version_ | 1782203235565568000 |
---|---|
author | Bell, Jordana T Pai, Athma A Pickrell, Joseph K Gaffney, Daniel J Pique-Regi, Roger Degner, Jacob F Gilad, Yoav Pritchard, Jonathan K |
author_facet | Bell, Jordana T Pai, Athma A Pickrell, Joseph K Gaffney, Daniel J Pique-Regi, Roger Degner, Jacob F Gilad, Yoav Pritchard, Jonathan K |
author_sort | Bell, Jordana T |
collection | PubMed |
description | BACKGROUND: DNA methylation is an essential epigenetic mechanism involved in gene regulation and disease, but little is known about the mechanisms underlying inter-individual variation in methylation profiles. Here we measured methylation levels at 22,290 CpG dinucleotides in lymphoblastoid cell lines from 77 HapMap Yoruba individuals, for which genome-wide gene expression and genotype data were also available. RESULTS: Association analyses of methylation levels with more than three million common single nucleotide polymorphisms (SNPs) identified 180 CpG-sites in 173 genes that were associated with nearby SNPs (putatively in cis, usually within 5 kb) at a false discovery rate of 10%. The most intriguing trans signal was obtained for SNP rs10876043 in the disco-interacting protein 2 homolog B gene (DIP2B, previously postulated to play a role in DNA methylation), that had a genome-wide significant association with the first principal component of patterns of methylation; however, we found only modest signal of trans-acting associations overall. As expected, we found significant negative correlations between promoter methylation and gene expression levels measured by RNA-sequencing across genes. Finally, there was a significant overlap of SNPs that were associated with both methylation and gene expression levels. CONCLUSIONS: Our results demonstrate a strong genetic component to inter-individual variation in DNA methylation profiles. Furthermore, there was an enrichment of SNPs that affect both methylation and gene expression, providing evidence for shared mechanisms in a fraction of genes. |
format | Text |
id | pubmed-3091299 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-30912992011-05-11 DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines Bell, Jordana T Pai, Athma A Pickrell, Joseph K Gaffney, Daniel J Pique-Regi, Roger Degner, Jacob F Gilad, Yoav Pritchard, Jonathan K Genome Biol Research BACKGROUND: DNA methylation is an essential epigenetic mechanism involved in gene regulation and disease, but little is known about the mechanisms underlying inter-individual variation in methylation profiles. Here we measured methylation levels at 22,290 CpG dinucleotides in lymphoblastoid cell lines from 77 HapMap Yoruba individuals, for which genome-wide gene expression and genotype data were also available. RESULTS: Association analyses of methylation levels with more than three million common single nucleotide polymorphisms (SNPs) identified 180 CpG-sites in 173 genes that were associated with nearby SNPs (putatively in cis, usually within 5 kb) at a false discovery rate of 10%. The most intriguing trans signal was obtained for SNP rs10876043 in the disco-interacting protein 2 homolog B gene (DIP2B, previously postulated to play a role in DNA methylation), that had a genome-wide significant association with the first principal component of patterns of methylation; however, we found only modest signal of trans-acting associations overall. As expected, we found significant negative correlations between promoter methylation and gene expression levels measured by RNA-sequencing across genes. Finally, there was a significant overlap of SNPs that were associated with both methylation and gene expression levels. CONCLUSIONS: Our results demonstrate a strong genetic component to inter-individual variation in DNA methylation profiles. Furthermore, there was an enrichment of SNPs that affect both methylation and gene expression, providing evidence for shared mechanisms in a fraction of genes. BioMed Central 2011 2011-01-20 /pmc/articles/PMC3091299/ /pubmed/21251332 http://dx.doi.org/10.1186/gb-2011-12-1-r10 Text en Copyright ©2011 Bell et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Bell, Jordana T Pai, Athma A Pickrell, Joseph K Gaffney, Daniel J Pique-Regi, Roger Degner, Jacob F Gilad, Yoav Pritchard, Jonathan K DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines |
title | DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines |
title_full | DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines |
title_fullStr | DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines |
title_full_unstemmed | DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines |
title_short | DNA methylation patterns associate with genetic and gene expression variation in HapMap cell lines |
title_sort | dna methylation patterns associate with genetic and gene expression variation in hapmap cell lines |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3091299/ https://www.ncbi.nlm.nih.gov/pubmed/21251332 http://dx.doi.org/10.1186/gb-2011-12-1-r10 |
work_keys_str_mv | AT belljordanat dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT paiathmaa dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT pickrelljosephk dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT gaffneydanielj dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT piqueregiroger dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT degnerjacobf dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT giladyoav dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines AT pritchardjonathank dnamethylationpatternsassociatewithgeneticandgeneexpressionvariationinhapmapcelllines |