Nature Communications · 2020 · 138 citations · 48 references
Life SciencesGeneticsMolecular GeneticsGene ExpressionGenomicsHuman GeneticsGenome-wide Association StudiesGenomic VariationStructural Variant AnalysisStructural VariationVariant AnalysisVariant ClassificationChromatin LoopsHuman TraitsLinkage Disequilibrium AnalysisLinkage Disequilibrium PatternsShort Tandem RepeatsSingle-nucleotide VariantsTag Single Nucleotide PolymorphismsTandem Repeat Variations
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.
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The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
STAR: ultrafast universal RNA-seq aligner
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