Functional annotation of rare structural variation in the human brain

Author:

Han LideORCID,Zhao XuefangORCID,Benton Mary LaurenORCID,Perumal Thaneer,Collins Ryan L.ORCID,Hoffman Gabriel E.ORCID,Johnson Jessica S.,Sloofman Laura,Wang Harold Z.,Stone Matthew R.,Akbarian Schahram,Bendl Jaroslav,Breen Michael,Brennand Kristen J.,Brown Leanne,Browne Andrew,Buxbaum Joseph D.,Charney Alexander,Chess Andrew,Couto Lizette,Crawford Greg,Devillers Olivia,Devlin Bernie,Dobbyn Amanda,Domenici Enrico,Filosi Michele,Flatow Elie,Francoeur Nancy,Fullard John,Gil Sergio Espeso,Girdhar Kiran,Gulyás-Kovács Attila,Gur Raquel,Hahn Chang-Gyu,Haroutunian Vahram,Hauberg Mads Engel,Huckins Laura,Jacobov Rivky,Jiang Yan,Johnson Jessica S.,Kassim Bibi,Kim Yungil,Klei Lambertus,Kramer Robin,Lauria Mario,Lehner Thomas,Lewis David A.,Lipska Barbara K.,Montgomery Kelsey,Park Royce,Rosenbluh Chaggai,Roussos Panos,Ruderfer Douglas M.,Senthil Geetha,Shah Hardik R.,Sloofman Laura,Song Lingyun,Stahl Eli,Sullivan Patrick,Visintainer Roberto,Wang Jiebiao,Wang Ying-Chih,Wiseman Jennifer,Xia Eva,Zhang Wen,Zharovsky Elizabeth,Brennand Kristen J.ORCID,Brand Harrison,Sieberts Solveig K.ORCID,Marenco Stefano,Peters Mette A.,Lipska Barbara K.,Roussos PanosORCID,Capra John A.ORCID,Talkowski MichaelORCID,Ruderfer Douglas M.ORCID,

Abstract

AbstractStructural 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.

Funder

U.S. Department of Health & Human Services | NIH | National Institute of Mental Health

U.S. Department of Health & Human Services | NIH | Eunice Kennedy Shriver National Institute of Child Health and Human Development

U.S. Department of Health & Human Services | NIH | National Institute of Neurological Disorders and Stroke

U.S. Department of Health & Human Services | NIH | U.S. National Library of Medicine

U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry

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