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Updated: Jul 29, 2025

In Vivo Functional Study of Disease-associated Rare Human Variants Using Drosophila
Published on: August 20, 2019
Rare penetrant mutations confer severe risk of common diseases
Petko Fiziev1, Jeremy McRae1, Jacob C Ulirsch1
1Artificial Intelligence Laboratory, Illumina, Inc.; San Diego, California 92122, USA.
Abstract:
We examined 454,712 exomes for genes associated with a wide spectrum of complex traits and common diseases and observed that rare, penetrant mutations in genes implicated by genome-wide association studies confer ∼10-fold larger effects than common variants in the same genes. Consequently, an individual at the phenotypic extreme and at the greatest risk for severe, early-onset disease is better identified by a few rare penetrant variants than by the collective action of many common variants with weak effects. By combining rare variants across phenotype-associated genes into a unified genetic risk model, we demonstrate superior portability across diverse global populations compared to common variant polygenic risk scores, greatly improving the clinical utility of genetic-based risk prediction.
One Sentence Summary:
Rare variant polygenic risk scores identify individuals with outlier phenotypes in common human diseases and complex traits.
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