Cargando…
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...
Autores principales: | , , , , , , , , , |
---|---|
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 |
_version_ | 1783587516264218624 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7519119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT shixinghua associationofcnvswithmethylationvariation AT radhakrishnansaranya associationofcnvswithmethylationvariation AT wenjia associationofcnvswithmethylationvariation AT chenjinyun associationofcnvswithmethylationvariation AT chenjunjie associationofcnvswithmethylationvariation AT lambriannaashlyn associationofcnvswithmethylationvariation AT millsryane associationofcnvswithmethylationvariation AT strangerbarbarae associationofcnvswithmethylationvariation AT leecharles associationofcnvswithmethylationvariation AT setlursunitar associationofcnvswithmethylationvariation |