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Quantification method affects replicability of eQTL analysis, colocalization and TWAS.
Nature Genetics · · Journal Article
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Abstract ↗AI summary
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Quantification reference annotation and RNA-seq quantification method substantially affect eQTL detection and gene expression prediction, with significant downstream impacts on colocalization and TWAS across GTEx tissues.
- Why it matters: Upstream RNA-seq processing choices are critically unexplored, even though eQTL mapping, colocalization, and TWAS are widely used to interpret GWAS loci.
- What they did: The study analyzed 48 GTEx tissues and 7 phenotypes, comparing how transcriptomic reference annotation and quantification method change eQTL detection, prediction, colocalization, and TWAS outcomes.
- The result: Concordant results across pipelines are enriched for longer genes, genes with more isoforms, and greater expression heritability, supporting standardized practices for reproducible genetic association studies.
The findingWhy it mattersWhat they didThe result