Year: 2022
Type: article
Study design: Observational Study
Abstract: The human genome contains hundreds of thousands of regions exhibiting copy number variation (CNV). However, the phenotypic effects of most such polymorphisms are unknown because only larger CNVs (spanning tens of kilobases) have been ascertainable from the SNP-array data generated by large biobanks. We developed a new computational approach that leverages abundant haplotype-sharing in biobank cohorts to more sensitively detect CNVs co-inherited within extended SNP haplotypes. Applied to UK Biobank, this approach achieved 6-fold increased CNV detection sensitivity compared to previous analyses, accounting for approximately half of all rare gene inactivation events produced by genomic structural variation. This extensive CNV call set enabled the most comprehensive analysis to date of associations between CNVs and 56 quantitative traits, identifying 269 independent associations ( P < 5 × 10 −8 ) – involving 97 loci – that rigorous statistical fine-mapping analyses indicated were likely to be causally driven by CNVs. Putative target genes were identifiable for nearly half of the loci, enabling new insights into dosage-sensitivity of these genes and implicating several novel gene-trait relationships. CNVs at several loci created extended allelic series including deletions or duplications of distal enhancers that associated with much stronger phenotypic effects than SNPs within these regulatory elements. These results demonstrate the ability of haplotype-informed analysis to empower structural variant detection and provide insights into the genetic basis of human complex traits.
Source: Cell
Institutions: Broad Institute, Brigham and Women's Hospital, Harvard University, MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Boston Children's Hospital, Dana-Farber Cancer Institute, Shizuoka University, University of Shizuoka, Shizuoka General Hospital, RIKEN Center for Integrative Medical Sciences
Language: English
Subfield: Genetics
Domain: Life Sciences
Open Access status: hybrid
Estimated APC paid: $9,900
Funders: New York Stem Cell Foundation, Broad Institute, National Institutes of Health, Japan Society for the Promotion of Science, National Heart, Lung, and Blood Institute, National Institute of Mental Health, National Human Genome Research Institute, National Institute of Diabetes and Digestive and Kidney Diseases, National Institute of Environmental Health Sciences
Awards: G1765229433, Exploring the role of genomic repeats in cardiovascular disease heritability, G2156109490, Exploring the role of genomic copy number variation in cardiovascular disease risk, G5162170607, G5226019929, Elucidation for genetic regulation of enhancer expression and interpretation of genetic architecture in autoimmune diseases, Revealing somatic genome alterations and their clinical sequelae: Ultrasensitive computational detection of mosaic structural variants, Exploring the role of genetic structural variation in neuropsychiatric diseases, Next generation functional genomics of hematology traits, Systematic Genetic Dissection of Human Erythropoiesis, Training in Bioinformatics and Integrative Genomics
OpenAlex ID: W4307725084
