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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...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2015
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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. |
format | Online Article Text |
id | pubmed-4538210 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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