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Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans

Only few systematic studies on the contribution of copy number variation to gene expression variation have been published to date. Here we identify effects of copy number variable regions (CNVRs) on nearby gene expression by investigating 909 CNVRs and expression levels of 12059 nearby genes in whit...

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Autores principales: Blackburn, August, Almeida, Marcio, Dean, Angela, Curran, Joanne E, Johnson, Matthew P, Moses, Eric K, Abraham, Lawrence J, Carless, Melanie A, Dyer, Thomas D, Kumar, Satish, Almasy, Laura, Mahaney, Michael C, Comuzzie, Anthony, Williams-Blangero, Sarah, Blangero, John, Lehman, Donna M, Göring, Harald H H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4538210/
https://www.ncbi.nlm.nih.gov/pubmed/25585699
http://dx.doi.org/10.1038/ejhg.2014.280
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author Blackburn, August
Almeida, Marcio
Dean, Angela
Curran, Joanne E
Johnson, Matthew P
Moses, Eric K
Abraham, Lawrence J
Carless, Melanie A
Dyer, Thomas D
Kumar, Satish
Almasy, Laura
Mahaney, Michael C
Comuzzie, Anthony
Williams-Blangero, Sarah
Blangero, John
Lehman, Donna M
Göring, Harald H H
author_facet Blackburn, August
Almeida, Marcio
Dean, Angela
Curran, Joanne E
Johnson, Matthew P
Moses, Eric K
Abraham, Lawrence J
Carless, Melanie A
Dyer, Thomas D
Kumar, Satish
Almasy, Laura
Mahaney, Michael C
Comuzzie, Anthony
Williams-Blangero, Sarah
Blangero, John
Lehman, Donna M
Göring, Harald H H
author_sort Blackburn, August
collection PubMed
description Only few systematic studies on the contribution of copy number variation to gene expression variation have been published to date. Here we identify effects of copy number variable regions (CNVRs) on nearby gene expression by investigating 909 CNVRs and expression levels of 12059 nearby genes in white blood cells from Mexican-American participants of the San Antonio Family Heart Study. We empirically evaluate our ability to detect the contribution of CNVs to proximal gene expression (presumably in cis) at various window sizes (up to a 10 Mb distance) between the gene and CNV. We found a ~1-Mb window size to be optimal for capturing cis effects of CNVs. Up to 10% of the CNVs in this study were found to be significantly associated with the expression of at least one gene within their vicinity. As expected, we find that CNVs that directly overlap gene sequences have the largest effects on gene expression (compared with non-overlapping CNVRs located nearby), with positive correlation (except for a few exceptions) between estimated genomic dosage and expression level. We find that genes whose expression level is significantly influenced by nearby CNVRs are enriched for immunity and autoimmunity related genes. These findings add to the currently limited catalog of CNVRs that are recognized as expression quantitative trait loci, and have implications for future study designs as well as for prioritizing candidate causal variants in genomic regions associated with disease.
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spelling pubmed-45382102015-08-21 Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans Blackburn, August Almeida, Marcio Dean, Angela Curran, Joanne E Johnson, Matthew P Moses, Eric K Abraham, Lawrence J Carless, Melanie A Dyer, Thomas D Kumar, Satish Almasy, Laura Mahaney, Michael C Comuzzie, Anthony Williams-Blangero, Sarah Blangero, John Lehman, Donna M Göring, Harald H H Eur J Hum Genet Article Only few systematic studies on the contribution of copy number variation to gene expression variation have been published to date. Here we identify effects of copy number variable regions (CNVRs) on nearby gene expression by investigating 909 CNVRs and expression levels of 12059 nearby genes in white blood cells from Mexican-American participants of the San Antonio Family Heart Study. We empirically evaluate our ability to detect the contribution of CNVs to proximal gene expression (presumably in cis) at various window sizes (up to a 10 Mb distance) between the gene and CNV. We found a ~1-Mb window size to be optimal for capturing cis effects of CNVs. Up to 10% of the CNVs in this study were found to be significantly associated with the expression of at least one gene within their vicinity. As expected, we find that CNVs that directly overlap gene sequences have the largest effects on gene expression (compared with non-overlapping CNVRs located nearby), with positive correlation (except for a few exceptions) between estimated genomic dosage and expression level. We find that genes whose expression level is significantly influenced by nearby CNVRs are enriched for immunity and autoimmunity related genes. These findings add to the currently limited catalog of CNVRs that are recognized as expression quantitative trait loci, and have implications for future study designs as well as for prioritizing candidate causal variants in genomic regions associated with disease. Nature Publishing Group 2015-09 2015-01-14 /pmc/articles/PMC4538210/ /pubmed/25585699 http://dx.doi.org/10.1038/ejhg.2014.280 Text en Copyright © 2015 Macmillan Publishers Limited
spellingShingle Article
Blackburn, August
Almeida, Marcio
Dean, Angela
Curran, Joanne E
Johnson, Matthew P
Moses, Eric K
Abraham, Lawrence J
Carless, Melanie A
Dyer, Thomas D
Kumar, Satish
Almasy, Laura
Mahaney, Michael C
Comuzzie, Anthony
Williams-Blangero, Sarah
Blangero, John
Lehman, Donna M
Göring, Harald H H
Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans
title Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans
title_full Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans
title_fullStr Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans
title_full_unstemmed Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans
title_short Effects of copy number variable regions on local gene expression in white blood cells of Mexican Americans
title_sort effects of copy number variable regions on local gene expression in white blood cells of mexican americans
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4538210/
https://www.ncbi.nlm.nih.gov/pubmed/25585699
http://dx.doi.org/10.1038/ejhg.2014.280
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