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Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations

BACKGROUND: Changes in gene expression are known to be responsible for phenotypic variation and susceptibility to diseases. Identification and annotation of the genomic sequence variants that cause gene expression changes is therefore likely to lead to a better understanding of the cause of disease...

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Autores principales: GuhaThakurta, Debraj, Xie, Tao, Anand, Manish, Edwards, Stephen W, Li, Guoya, Wang, Susanna S, Schadt, Eric E
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1618400/
https://www.ncbi.nlm.nih.gov/pubmed/16978413
http://dx.doi.org/10.1186/1471-2164-7-235
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author GuhaThakurta, Debraj
Xie, Tao
Anand, Manish
Edwards, Stephen W
Li, Guoya
Wang, Susanna S
Schadt, Eric E
author_facet GuhaThakurta, Debraj
Xie, Tao
Anand, Manish
Edwards, Stephen W
Li, Guoya
Wang, Susanna S
Schadt, Eric E
author_sort GuhaThakurta, Debraj
collection PubMed
description BACKGROUND: Changes in gene expression are known to be responsible for phenotypic variation and susceptibility to diseases. Identification and annotation of the genomic sequence variants that cause gene expression changes is therefore likely to lead to a better understanding of the cause of disease at the molecular level. In this study we investigate the pattern of single nucleotide polymorphisms (SNPs) in genes for which the mRNA levels show cis-genetic linkage (gene expression quantitative trait loci mapping in cis, or cis-eQTLs) in segregating mouse populations. Such genes are expected to have polymorphisms near their physical location (cis-variations) that affect their mRNA levels by altering one or more of the cis-regulatory elements. This led us to characterize the SNPs in promoter (5 Kb upstream) and non-coding gene regions (introns and 5 Kb downstream) (cis-SNPs) and the effects they may have on putative transcription factor binding sites. RESULTS: We demonstrate that the cis-eQTL genes (CEGs) have a significantly higher frequency of cis-SNPs compared to non-CEGs (when both sets are taken from the non-IBD regions, i.e. regions not identical by descent). Most CEGs having cis-SNPs do not contain these SNPs in the phylogenetically conserved regions. In those CEGs that contain cis-SNPs in the phylogenetically conserved regions, enrichment of cis-SNPs occurs both within and outside of the conserved sequences. A higher fraction of CEGs are also seen to harbor cis-SNP that affect predicted transcription factor binding sites, a likely consequence of the higher cis-SNPs density in these genes. CONCLUSION: This present study provides the first genome-wide investigation of the putative cis-regulatory variations in a large set of genes whose levels of expression give rise to cis-linkage in segregating mammalian populations. Our results provide insights into the challenges that exist in identifying polymorphisms regulating gene expression using bioinformatic sequence analysis approaches. The data provided herein should benefit future investigations in this area.
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spelling pubmed-16184002006-10-20 Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations GuhaThakurta, Debraj Xie, Tao Anand, Manish Edwards, Stephen W Li, Guoya Wang, Susanna S Schadt, Eric E BMC Genomics Research Article BACKGROUND: Changes in gene expression are known to be responsible for phenotypic variation and susceptibility to diseases. Identification and annotation of the genomic sequence variants that cause gene expression changes is therefore likely to lead to a better understanding of the cause of disease at the molecular level. In this study we investigate the pattern of single nucleotide polymorphisms (SNPs) in genes for which the mRNA levels show cis-genetic linkage (gene expression quantitative trait loci mapping in cis, or cis-eQTLs) in segregating mouse populations. Such genes are expected to have polymorphisms near their physical location (cis-variations) that affect their mRNA levels by altering one or more of the cis-regulatory elements. This led us to characterize the SNPs in promoter (5 Kb upstream) and non-coding gene regions (introns and 5 Kb downstream) (cis-SNPs) and the effects they may have on putative transcription factor binding sites. RESULTS: We demonstrate that the cis-eQTL genes (CEGs) have a significantly higher frequency of cis-SNPs compared to non-CEGs (when both sets are taken from the non-IBD regions, i.e. regions not identical by descent). Most CEGs having cis-SNPs do not contain these SNPs in the phylogenetically conserved regions. In those CEGs that contain cis-SNPs in the phylogenetically conserved regions, enrichment of cis-SNPs occurs both within and outside of the conserved sequences. A higher fraction of CEGs are also seen to harbor cis-SNP that affect predicted transcription factor binding sites, a likely consequence of the higher cis-SNPs density in these genes. CONCLUSION: This present study provides the first genome-wide investigation of the putative cis-regulatory variations in a large set of genes whose levels of expression give rise to cis-linkage in segregating mammalian populations. Our results provide insights into the challenges that exist in identifying polymorphisms regulating gene expression using bioinformatic sequence analysis approaches. The data provided herein should benefit future investigations in this area. BioMed Central 2006-09-15 /pmc/articles/PMC1618400/ /pubmed/16978413 http://dx.doi.org/10.1186/1471-2164-7-235 Text en Copyright © 2006 GuhaThakurta 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 Article
GuhaThakurta, Debraj
Xie, Tao
Anand, Manish
Edwards, Stephen W
Li, Guoya
Wang, Susanna S
Schadt, Eric E
Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations
title Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations
title_full Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations
title_fullStr Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations
title_full_unstemmed Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations
title_short Cis-regulatory variations: A study of SNPs around genes showing cis-linkage in segregating mouse populations
title_sort cis-regulatory variations: a study of snps around genes showing cis-linkage in segregating mouse populations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1618400/
https://www.ncbi.nlm.nih.gov/pubmed/16978413
http://dx.doi.org/10.1186/1471-2164-7-235
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