Journal Article

Functional annotation of rare structural variation in the human brain

Benton, Mary Lauren, Zhao, Xuefang, Hoffman, Gabriel E., Sloofman, Laura, Stone, Matthew R., Brennand, Kristen J., Collins, Ryan L., Roussos, Panos, Marenco, Stefano, Capra, John A., Sieberts, Solveig K., Wang, Harold Z., Perumal, Thaneer, Peters, Mette A., Johnson, Jessica S., Brand, Harrison, Ruderfer, Douglas M., Han, Lide, Lipska, Barbara K., Talkowski, Michael

2020

Overview

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. Structural variants (SVs) contribute to the genetic architecture of many brain-related disorders. Here, the authors integrate SV calls from genome sequencing (n = 755) with RNA-seq data (n = 629) from post-mortem dorsal lateral prefrontal cortex to annotate the gene regulatory effects of SVs in the human brain and their potential to contribute to disease.

• Publisher: Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
• Subject: 45/23 / 45/91 / 631/208/212 / 631/208/514/1948 / 631/208/514/1949 / 631/208/726/649/2157 / 631/378 / Annotations / Autopsy - methods / Brain / Brain - metabolism / Brain - pathology / Brain architecture / Copy number / Disorders / Disruption / DNA Copy Number Variations / Female / Gene Expression Profiling - methods / Gene Expression Regulation / Gene sequencing / Genetic Variation / Genome, Human - genetics / Genomes / Humanities and Social Sciences / Humans / Intolerance / Male / multidisciplinary / Neurodevelopmental disorders / Neurodevelopmental Disorders - genetics / Prefrontal cortex / Ribonucleic acid / RNA / Science / Science (multidisciplinary) / Sequence Analysis, RNA - methods / Whole genome sequencing