Identification of genetic and epigenetic marks involved in population structure.

Population structure is well known as a prevalent and important factor in genetic studies, but its relevance in epigenetics is unclear. Very little is known about the affected epigenetic markers and their connections with genetics. In this study we assessed the impact of population diversity on geno...

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Main Authors: Jingyu Liu, Kent Hutchison, Nora Perrone-Bizzozero, Marilee Morgan, Jing Sui, Vince Calhoun
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2010-10-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC2951359?pdf=render
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spelling doaj-761bad17902e417ebb433d6dbc9e1f5d2020-11-25T01:55:54ZengPublic Library of Science (PLoS)PLoS ONE1932-62032010-10-01510e1320910.1371/journal.pone.0013209Identification of genetic and epigenetic marks involved in population structure.Jingyu LiuKent HutchisonNora Perrone-BizzozeroMarilee MorganJing SuiVince CalhounPopulation structure is well known as a prevalent and important factor in genetic studies, but its relevance in epigenetics is unclear. Very little is known about the affected epigenetic markers and their connections with genetics. In this study we assessed the impact of population diversity on genome wide single nucleotide polymorphisms (SNPs) and DNA methylation levels in 196 participants from five ethnic groups, using principle and independent component analyses. Three population stratification factors (PSFs) were identified in the genomic SNP dataset, accounting for a relatively large portion of total variance (6%). In contrast, only one PSF was identified in genomic methylation dataset accounting for 0.2% of total variance. This methylation PSF, however, was significantly correlated with the largest SNP PSF (r = 0.72, p<1E-23). We then investigated the top contributing markers in these two linked PSFs. The SNP PSF predominantly consists of 8 SNPs from three genes, SLC45A2, HERC2 and CTNNA2, known to encode skin/hair/eye color. The methylation PSF includes 48 methylated sites in 44 genes coding for basic molecular functions, including transcription regulation, DNA binding, cytokine, and transferase activity. Among them, 8 sites are either hypo- or hyper-methylated correlating to minor alleles of SNPs in the SNP PSF. We found that the genes in SNP and methylation PSFs share common biological processes including sexual/multicellular organism reproduction, cell-cell signaling and cytoskeleton organization. We further investigated the transcription regulatory network operating at these genes and identified that most of genes closely interact with ID2, which encodes for a helix-loop-helix inhibitor of DNA binding. Overall, our results show a significant correlation between genetic and epigenetic population stratification, and suggest that the interrelationship between genetic and epigenetic population structure is mediated via complex multiple gene interactions in shared biological processes, through possibly, SNP-dependent modulation and ID2 repressor function.http://europepmc.org/articles/PMC2951359?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jingyu Liu
Kent Hutchison
Nora Perrone-Bizzozero
Marilee Morgan
Jing Sui
Vince Calhoun
spellingShingle Jingyu Liu
Kent Hutchison
Nora Perrone-Bizzozero
Marilee Morgan
Jing Sui
Vince Calhoun
Identification of genetic and epigenetic marks involved in population structure.
PLoS ONE
author_facet Jingyu Liu
Kent Hutchison
Nora Perrone-Bizzozero
Marilee Morgan
Jing Sui
Vince Calhoun
author_sort Jingyu Liu
title Identification of genetic and epigenetic marks involved in population structure.
title_short Identification of genetic and epigenetic marks involved in population structure.
title_full Identification of genetic and epigenetic marks involved in population structure.
title_fullStr Identification of genetic and epigenetic marks involved in population structure.
title_full_unstemmed Identification of genetic and epigenetic marks involved in population structure.
title_sort identification of genetic and epigenetic marks involved in population structure.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2010-10-01
description Population structure is well known as a prevalent and important factor in genetic studies, but its relevance in epigenetics is unclear. Very little is known about the affected epigenetic markers and their connections with genetics. In this study we assessed the impact of population diversity on genome wide single nucleotide polymorphisms (SNPs) and DNA methylation levels in 196 participants from five ethnic groups, using principle and independent component analyses. Three population stratification factors (PSFs) were identified in the genomic SNP dataset, accounting for a relatively large portion of total variance (6%). In contrast, only one PSF was identified in genomic methylation dataset accounting for 0.2% of total variance. This methylation PSF, however, was significantly correlated with the largest SNP PSF (r = 0.72, p<1E-23). We then investigated the top contributing markers in these two linked PSFs. The SNP PSF predominantly consists of 8 SNPs from three genes, SLC45A2, HERC2 and CTNNA2, known to encode skin/hair/eye color. The methylation PSF includes 48 methylated sites in 44 genes coding for basic molecular functions, including transcription regulation, DNA binding, cytokine, and transferase activity. Among them, 8 sites are either hypo- or hyper-methylated correlating to minor alleles of SNPs in the SNP PSF. We found that the genes in SNP and methylation PSFs share common biological processes including sexual/multicellular organism reproduction, cell-cell signaling and cytoskeleton organization. We further investigated the transcription regulatory network operating at these genes and identified that most of genes closely interact with ID2, which encodes for a helix-loop-helix inhibitor of DNA binding. Overall, our results show a significant correlation between genetic and epigenetic population stratification, and suggest that the interrelationship between genetic and epigenetic population structure is mediated via complex multiple gene interactions in shared biological processes, through possibly, SNP-dependent modulation and ID2 repressor function.
url http://europepmc.org/articles/PMC2951359?pdf=render
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