Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
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
_version_ 1783546273976025088
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
work_keys_str_mv AT hanlide functionalannotationofrarestructuralvariationinthehumanbrain
AT zhaoxuefang functionalannotationofrarestructuralvariationinthehumanbrain
AT bentonmarylauren functionalannotationofrarestructuralvariationinthehumanbrain
AT perumalthaneer functionalannotationofrarestructuralvariationinthehumanbrain
AT collinsryanl functionalannotationofrarestructuralvariationinthehumanbrain
AT hoffmangabriele functionalannotationofrarestructuralvariationinthehumanbrain
AT johnsonjessicas functionalannotationofrarestructuralvariationinthehumanbrain
AT sloofmanlaura functionalannotationofrarestructuralvariationinthehumanbrain
AT wangharoldz functionalannotationofrarestructuralvariationinthehumanbrain
AT stonematthewr functionalannotationofrarestructuralvariationinthehumanbrain
AT functionalannotationofrarestructuralvariationinthehumanbrain
AT brennandkristenj functionalannotationofrarestructuralvariationinthehumanbrain
AT brandharrison functionalannotationofrarestructuralvariationinthehumanbrain
AT siebertssolveigk functionalannotationofrarestructuralvariationinthehumanbrain
AT marencostefano functionalannotationofrarestructuralvariationinthehumanbrain
AT petersmettea functionalannotationofrarestructuralvariationinthehumanbrain
AT lipskabarbarak functionalannotationofrarestructuralvariationinthehumanbrain
AT roussospanos functionalannotationofrarestructuralvariationinthehumanbrain
AT caprajohna functionalannotationofrarestructuralvariationinthehumanbrain
AT talkowskimichael functionalannotationofrarestructuralvariationinthehumanbrain
AT ruderferdouglasm functionalannotationofrarestructuralvariationinthehumanbrain