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
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
- FWCI
- 60.23
- Percentile
- 100%
- References
- 53
Authors
18Topics & keywords
- Biobank
- Benchmarking
- Computer science
- Set (abstract data type)
- Medicine
- Bioinformatics
- Biology