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Properties of structural variants and short tandem repeats associated with gene expression and complex traits

David Jakubosky, Matteo D’Antonio, Marc Jan Bonder, Craig Smail, Margaret K. R. Donovan, William W. Greenwald, Hiroko Matsui, Marc Jan Bonder, Na Cai, Ivan Carcamo‐Orive, Matteo D’Antonio, Kelly A. Frazer, William W. Greenwald, David Jakubosky, Joshua W. Knowles, Hiroko Matsui, Davis J. McCarthy, Bogdan Mirăuță, Stephen B. Montgomery, Thomas Quertermous, Daniel D. Seaton, Craig Smail, Erin N. Smith, Oliver Stegle, Agnieszka D’Antonio‐Chronowska, Oliver Stegle, Erin N. Smith, Stephen B. Montgomery, Christopher DeBoever, Kelly A. Frazer

2020Nature Communications138 citationsDOIOpen Access PDF

Abstract

Structural variants (SVs) and short tandem repeats (STRs) comprise a broad group of diverse DNA variants which vastly differ in their sizes and distributions across the genome. Here, we identify genomic features of SV classes and STRs that are associated with gene expression and complex traits, including their locations relative to eGenes, likelihood of being associated with multiple eGenes, associated eGene types (e.g., coding, noncoding, level of evolutionary constraint), effect sizes, linkage disequilibrium with tagging single nucleotide variants used in GWAS, and likelihood of being associated with GWAS traits. We identify a set of high-impact SVs/STRs associated with the expression of three or more eGenes via chromatin loops and show that they are highly enriched for being associated with GWAS traits. Our study provides insights into the genomic properties of structural variant classes and short tandem repeats that are associated with gene expression and human traits.

Topics & Concepts

BiologyGeneticsTandem repeatGenome-wide association studyLinkage disequilibriumGeneComputational biologyMicrosatelliteGenomeSingle-nucleotide polymorphismHaplotypeAlleleGenotypeGenomics and Phylogenetic StudiesGenetic Associations and EpidemiologyGenomics and Rare Diseases