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Functional annotation of rare structural variation in the human brain
Structural variants (SVs) contribute to many disorders, yet, functionally annotating them remains a major challenge. Here, we integrate SVs with RNA-sequencing from human post-mortem brains to quantify their dosage and regulatory effects. We show that genic and regulatory SVs exist at significantly...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293301/ https://www.ncbi.nlm.nih.gov/pubmed/32533064 http://dx.doi.org/10.1038/s41467-020-16736-1 |
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author | Han, Lide Zhao, Xuefang Benton, Mary Lauren Perumal, Thaneer Collins, Ryan L. Hoffman, Gabriel E. Johnson, Jessica S. Sloofman, Laura Wang, Harold Z. Stone, Matthew R. Brennand, Kristen J. Brand, Harrison Sieberts, Solveig K. Marenco, Stefano Peters, Mette A. Lipska, Barbara K. Roussos, Panos Capra, John A. Talkowski, Michael Ruderfer, Douglas M. |
author_facet | Han, Lide Zhao, Xuefang Benton, Mary Lauren Perumal, Thaneer Collins, Ryan L. Hoffman, Gabriel E. Johnson, Jessica S. Sloofman, Laura Wang, Harold Z. Stone, Matthew R. Brennand, Kristen J. Brand, Harrison Sieberts, Solveig K. Marenco, Stefano Peters, Mette A. Lipska, Barbara K. Roussos, Panos Capra, John A. Talkowski, Michael Ruderfer, Douglas M. |
author_sort | Han, Lide |
collection | PubMed |
description | Structural variants (SVs) contribute to many disorders, yet, functionally annotating them remains a major challenge. Here, we integrate SVs with RNA-sequencing from human post-mortem brains to quantify their dosage and regulatory effects. We show that genic and regulatory SVs exist at significantly lower frequencies than intergenic SVs. Functional impact of copy number variants (CNVs) stems from both the proportion of genic and regulatory content altered and loss-of-function intolerance of the gene. We train a linear model to predict expression effects of rare CNVs and use it to annotate regulatory disruption of CNVs from 14,891 independent genome-sequenced individuals. Pathogenic deletions implicated in neurodevelopmental disorders show significantly more extreme regulatory disruption scores and if rank ordered would be prioritized higher than using frequency or length alone. This work shows the deleteriousness of regulatory SVs, particularly those altering CTCF sites and provides a simple approach for functionally annotating the regulatory consequences of CNVs. |
format | Online Article Text |
id | pubmed-7293301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-72933012020-06-16 Functional annotation of rare structural variation in the human brain Han, Lide Zhao, Xuefang Benton, Mary Lauren Perumal, Thaneer Collins, Ryan L. Hoffman, Gabriel E. Johnson, Jessica S. Sloofman, Laura Wang, Harold Z. Stone, Matthew R. Brennand, Kristen J. Brand, Harrison Sieberts, Solveig K. Marenco, Stefano Peters, Mette A. Lipska, Barbara K. Roussos, Panos Capra, John A. Talkowski, Michael Ruderfer, Douglas M. Nat Commun Article Structural variants (SVs) contribute to many disorders, yet, functionally annotating them remains a major challenge. Here, we integrate SVs with RNA-sequencing from human post-mortem brains to quantify their dosage and regulatory effects. We show that genic and regulatory SVs exist at significantly lower frequencies than intergenic SVs. Functional impact of copy number variants (CNVs) stems from both the proportion of genic and regulatory content altered and loss-of-function intolerance of the gene. We train a linear model to predict expression effects of rare CNVs and use it to annotate regulatory disruption of CNVs from 14,891 independent genome-sequenced individuals. Pathogenic deletions implicated in neurodevelopmental disorders show significantly more extreme regulatory disruption scores and if rank ordered would be prioritized higher than using frequency or length alone. This work shows the deleteriousness of regulatory SVs, particularly those altering CTCF sites and provides a simple approach for functionally annotating the regulatory consequences of CNVs. Nature Publishing Group UK 2020-06-12 /pmc/articles/PMC7293301/ /pubmed/32533064 http://dx.doi.org/10.1038/s41467-020-16736-1 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Han, Lide Zhao, Xuefang Benton, Mary Lauren Perumal, Thaneer Collins, Ryan L. Hoffman, Gabriel E. Johnson, Jessica S. Sloofman, Laura Wang, Harold Z. Stone, Matthew R. Brennand, Kristen J. Brand, Harrison Sieberts, Solveig K. Marenco, Stefano Peters, Mette A. Lipska, Barbara K. Roussos, Panos Capra, John A. Talkowski, Michael Ruderfer, Douglas M. Functional annotation of rare structural variation in the human brain |
title | Functional annotation of rare structural variation in the human brain |
title_full | Functional annotation of rare structural variation in the human brain |
title_fullStr | Functional annotation of rare structural variation in the human brain |
title_full_unstemmed | Functional annotation of rare structural variation in the human brain |
title_short | Functional annotation of rare structural variation in the human brain |
title_sort | functional annotation of rare structural variation in the human brain |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7293301/ https://www.ncbi.nlm.nih.gov/pubmed/32533064 http://dx.doi.org/10.1038/s41467-020-16736-1 |
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