Am J Hum GenetJClub
Robust cis-by-trans epistasis in the human plasma proteome highlights an ABO-centered interaction network.
The American Journal of Human Genetics · · Journal Article
Li, Liu
Abstract ↗AI summary
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Seven significant cis-by-trans epistatic effects regulating protein expression were identified in the human plasma proteome, with ABO acting as a central regulator.
- Why it matters: Understanding epistatic effects is crucial for revealing the genetic architecture of gene regulation and complex traits, but progress has been limited by false positives and low discovery power.
- What they did: Using large-scale plasma proteomic data from the UK Biobank Pharma Proteomics Project, the study mapped high-confidence cis-by-trans interactions across all assayed proteins, employing a sandwich variance estimator to control false positives.
- The result: Incorporating these interactions into trait mapping offered little improvement in power, but analysis highlighted ABO's role in modulating protein expression through blood type, suggesting long-term balancing selection within its epistatic network.
The findingWhy it mattersWhat they didThe result