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The impact of structural variation on human gene expression

Structural variants (SVs) are an important source of human genetic diversity but their contribution to traits, disease, and gene regulation remains unclear. We mapped cis expression quantitative trait loci (eQTLs) in 13 tissues via joint analysis of SVs, single nucleotide (SNV), and short insertion/...

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Autores principales: Chiang, Colby, Scott, Alexandra J., Davis, Joe R., Tsang, Emily K., Li, Xin, Kim, Yungil, Hadzic, Tarik, Damani, Farhan N., Ganel, Liron, Montgomery, Stephen B., Battle, Alexis, Conrad, Donald F., Hall, Ira M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5406250/
https://www.ncbi.nlm.nih.gov/pubmed/28369037
http://dx.doi.org/10.1038/ng.3834
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author Chiang, Colby
Scott, Alexandra J.
Davis, Joe R.
Tsang, Emily K.
Li, Xin
Kim, Yungil
Hadzic, Tarik
Damani, Farhan N.
Ganel, Liron
Montgomery, Stephen B.
Battle, Alexis
Conrad, Donald F.
Hall, Ira M.
author_facet Chiang, Colby
Scott, Alexandra J.
Davis, Joe R.
Tsang, Emily K.
Li, Xin
Kim, Yungil
Hadzic, Tarik
Damani, Farhan N.
Ganel, Liron
Montgomery, Stephen B.
Battle, Alexis
Conrad, Donald F.
Hall, Ira M.
author_sort Chiang, Colby
collection PubMed
description Structural variants (SVs) are an important source of human genetic diversity but their contribution to traits, disease, and gene regulation remains unclear. We mapped cis expression quantitative trait loci (eQTLs) in 13 tissues via joint analysis of SVs, single nucleotide (SNV), and short insertion/deletion (indel) variants from deep whole genome sequencing (WGS). We estimate that SVs are causal at 3.5–6.8% of eQTLs – a substantially higher fraction than prior estimates – and that expression-altering SVs have larger effect sizes than SNVs and indels. We identified 789 putative causal SVs predicted to directly alter gene expression: most (88.3%) are noncoding variants enriched at enhancers and other regulatory elements, and 52 are linked to genome-wide association study loci. We observe a notable abundance of rare, high impact SVs associated with aberrant expression of nearby genes. These results suggest that comprehensive WGS-based SV analyses will increase the power of common and rare variant association studies.
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spelling pubmed-54062502017-10-03 The impact of structural variation on human gene expression Chiang, Colby Scott, Alexandra J. Davis, Joe R. Tsang, Emily K. Li, Xin Kim, Yungil Hadzic, Tarik Damani, Farhan N. Ganel, Liron Montgomery, Stephen B. Battle, Alexis Conrad, Donald F. Hall, Ira M. Nat Genet Article Structural variants (SVs) are an important source of human genetic diversity but their contribution to traits, disease, and gene regulation remains unclear. We mapped cis expression quantitative trait loci (eQTLs) in 13 tissues via joint analysis of SVs, single nucleotide (SNV), and short insertion/deletion (indel) variants from deep whole genome sequencing (WGS). We estimate that SVs are causal at 3.5–6.8% of eQTLs – a substantially higher fraction than prior estimates – and that expression-altering SVs have larger effect sizes than SNVs and indels. We identified 789 putative causal SVs predicted to directly alter gene expression: most (88.3%) are noncoding variants enriched at enhancers and other regulatory elements, and 52 are linked to genome-wide association study loci. We observe a notable abundance of rare, high impact SVs associated with aberrant expression of nearby genes. These results suggest that comprehensive WGS-based SV analyses will increase the power of common and rare variant association studies. 2017-04-03 2017-05 /pmc/articles/PMC5406250/ /pubmed/28369037 http://dx.doi.org/10.1038/ng.3834 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Chiang, Colby
Scott, Alexandra J.
Davis, Joe R.
Tsang, Emily K.
Li, Xin
Kim, Yungil
Hadzic, Tarik
Damani, Farhan N.
Ganel, Liron
Montgomery, Stephen B.
Battle, Alexis
Conrad, Donald F.
Hall, Ira M.
The impact of structural variation on human gene expression
title The impact of structural variation on human gene expression
title_full The impact of structural variation on human gene expression
title_fullStr The impact of structural variation on human gene expression
title_full_unstemmed The impact of structural variation on human gene expression
title_short The impact of structural variation on human gene expression
title_sort impact of structural variation on human gene expression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5406250/
https://www.ncbi.nlm.nih.gov/pubmed/28369037
http://dx.doi.org/10.1038/ng.3834
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