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Association of CNVs with methylation variation

Germline copy number variants (CNVs) and single-nucleotide polymorphisms (SNPs) form the basis of inter-individual genetic variation. Although the phenotypic effects of SNPs have been extensively investigated, the effects of CNVs is relatively less understood. To better characterize mechanisms by wh...

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Autores principales: Shi, Xinghua, Radhakrishnan, Saranya, Wen, Jia, Chen, Jin Yun, Chen, Junjie, Lam, Brianna Ashlyn, Mills, Ryan E., Stranger, Barbara E., Lee, Charles, Setlur, Sunita R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519119/
https://www.ncbi.nlm.nih.gov/pubmed/33062306
http://dx.doi.org/10.1038/s41525-020-00145-w
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author Shi, Xinghua
Radhakrishnan, Saranya
Wen, Jia
Chen, Jin Yun
Chen, Junjie
Lam, Brianna Ashlyn
Mills, Ryan E.
Stranger, Barbara E.
Lee, Charles
Setlur, Sunita R.
author_facet Shi, Xinghua
Radhakrishnan, Saranya
Wen, Jia
Chen, Jin Yun
Chen, Junjie
Lam, Brianna Ashlyn
Mills, Ryan E.
Stranger, Barbara E.
Lee, Charles
Setlur, Sunita R.
author_sort Shi, Xinghua
collection PubMed
description Germline copy number variants (CNVs) and single-nucleotide polymorphisms (SNPs) form the basis of inter-individual genetic variation. Although the phenotypic effects of SNPs have been extensively investigated, the effects of CNVs is relatively less understood. To better characterize mechanisms by which CNVs affect cellular phenotype, we tested their association with variable CpG methylation in a genome-wide manner. Using paired CNV and methylation data from the 1000 genomes and HapMap projects, we identified genome-wide associations by methylation quantitative trait locus (mQTL) analysis. We found individual CNVs being associated with methylation of multiple CpGs and vice versa. CNV-associated methylation changes were correlated with gene expression. CNV-mQTLs were enriched for regulatory regions, transcription factor-binding sites (TFBSs), and were involved in long-range physical interactions with associated CpGs. Some CNV-mQTLs were associated with methylation of imprinted genes. Several CNV-mQTLs and/or associated genes were among those previously reported by genome-wide association studies (GWASs). We demonstrate that germline CNVs in the genome are associated with CpG methylation. Our findings suggest that structural variation together with methylation may affect cellular phenotype.
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spelling pubmed-75191192020-10-14 Association of CNVs with methylation variation Shi, Xinghua Radhakrishnan, Saranya Wen, Jia Chen, Jin Yun Chen, Junjie Lam, Brianna Ashlyn Mills, Ryan E. Stranger, Barbara E. Lee, Charles Setlur, Sunita R. NPJ Genom Med Article Germline copy number variants (CNVs) and single-nucleotide polymorphisms (SNPs) form the basis of inter-individual genetic variation. Although the phenotypic effects of SNPs have been extensively investigated, the effects of CNVs is relatively less understood. To better characterize mechanisms by which CNVs affect cellular phenotype, we tested their association with variable CpG methylation in a genome-wide manner. Using paired CNV and methylation data from the 1000 genomes and HapMap projects, we identified genome-wide associations by methylation quantitative trait locus (mQTL) analysis. We found individual CNVs being associated with methylation of multiple CpGs and vice versa. CNV-associated methylation changes were correlated with gene expression. CNV-mQTLs were enriched for regulatory regions, transcription factor-binding sites (TFBSs), and were involved in long-range physical interactions with associated CpGs. Some CNV-mQTLs were associated with methylation of imprinted genes. Several CNV-mQTLs and/or associated genes were among those previously reported by genome-wide association studies (GWASs). We demonstrate that germline CNVs in the genome are associated with CpG methylation. Our findings suggest that structural variation together with methylation may affect cellular phenotype. Nature Publishing Group UK 2020-09-24 /pmc/articles/PMC7519119/ /pubmed/33062306 http://dx.doi.org/10.1038/s41525-020-00145-w Text en © The Author(s) 2020 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Shi, Xinghua
Radhakrishnan, Saranya
Wen, Jia
Chen, Jin Yun
Chen, Junjie
Lam, Brianna Ashlyn
Mills, Ryan E.
Stranger, Barbara E.
Lee, Charles
Setlur, Sunita R.
Association of CNVs with methylation variation
title Association of CNVs with methylation variation
title_full Association of CNVs with methylation variation
title_fullStr Association of CNVs with methylation variation
title_full_unstemmed Association of CNVs with methylation variation
title_short Association of CNVs with methylation variation
title_sort association of cnvs with methylation variation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7519119/
https://www.ncbi.nlm.nih.gov/pubmed/33062306
http://dx.doi.org/10.1038/s41525-020-00145-w
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