articlePLoS ONESep 18, 2024GOLD OA

A systematic evaluation of the performance and properties of the UK Biobank Polygenic Risk Score (PRS) Release

Genomics (United Kingdom) · St George's, University of London · +1 more institution

PubMed
Indexed incrossrefdoajpubmed

Abstract

We assess the UK Biobank (UKB) Polygenic Risk Score (PRS) Release, a set of PRSs for 28 diseases and 25 quantitative traits that has been made available on the individuals in UKB, using a unified pipeline for PRS evaluation. We also release a benchmarking software tool to enable like-for-like performance evaluation for different PRSs for the same disease or trait. Extensive benchmarking shows the PRSs in the UKB Release to outperform a broad set of 76 published PRSs. For many of the diseases and traits we also validate the PRS algorithms in a separate cohort (100,000 Genomes Project). The availability of PRSs for 53 traits on the same set of individuals also allows a systematic assessment of their properties,…

Citation impact

125
total citations
FWCI
60.23
Percentile
100%
References
53
Citations per year

Authors

18

Topics & keywords

Keywords
  • Biobank
  • Benchmarking
  • Computer science
  • Set (abstract data type)
  • Medicine
  • Bioinformatics
  • Biology
No related works found for this paper.

Funding