Functional annotation of rare structural variation in the human brain.
Lide Han1,2, Xuefang Zhao3,4,5, Mary Lauren Benton2,6
1Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
Nature Communications
|June 14, 2020
Summary
Structural variants (SVs) can cause disorders. This study quantifies their effects using RNA sequencing, revealing regulatory disruption scores that prioritize pathogenic deletions in neurodevelopmental disorders.
Area of Science:
- Genomics
- Molecular Biology
- Neuroscience
Background:
- Structural variants (SVs) are significant contributors to human disorders.
- Functional annotation of SVs, especially their regulatory impact, remains a challenge.
Purpose of the Study:
- To quantify the dosage and regulatory effects of SVs by integrating them with RNA sequencing data from human post-mortem brains.
- To develop a predictive model for the expression effects of copy number variants (CNVs).
- To functionally annotate the regulatory consequences of CNVs in a large cohort.
Main Methods:
- Integration of SVs with RNA sequencing data.
- Analysis of genic and regulatory content altered by CNVs.
- Training a linear model to predict expression effects of rare CNVs.
- Annotation of regulatory disruption in 14,891 individuals.
Main Results:
- Genic and regulatory SVs occur at lower frequencies than intergenic SVs.
- The functional impact of CNVs depends on the proportion of altered genic/regulatory content and gene loss-of-function intolerance.
- Pathogenic deletions in neurodevelopmental disorders exhibit extreme regulatory disruption scores, outperforming frequency or length for prioritization.
- Regulatory SVs, especially those affecting CTCF sites, are deleterious.
Conclusions:
- The study provides a method for functionally annotating the regulatory consequences of CNVs.
- Prioritizing SVs based on regulatory disruption offers a valuable approach for identifying disease-associated variants.
- This work highlights the deleteriousness of regulatory SVs and their role in human disorders.
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