Sign in
GenomicsClinical Pharmacology & Therapeutics
Peer-reviewed journal article

Pharmacogenetics at scale: An analysis of the UK Biobank

Gregory McInnesiD, Adam LavertuiD, Katrin SangkuhliD, Teri E. KleiniD, Michelle Whirl‐CarrilloiD, Russ Biagio AltmaniD

Abstract

Pharmacogenetics (PGx) studies the influence of genetic variation on drug response. Clinically actionable associations inform guidelines created by the Clinical Pharmacogenetics Implementation Consortium (CPIC), but the broad impact of genetic variation on entire populations is not well-understood. We analyzed PGx allele and phenotype frequencies for 487,409 participants in the U.K. Biobank, the largest PGx study to date. For fourteen CPIC pharmacogenes known to influence human drug response, we find that 99.5% of individuals may have an atypical response to at least one drug; on average they may have an atypical response to 12 drugs. Non-European populations carry a greater frequency of variants that are predicted to be functionally deleterious; many of these are not captured by current PGx allele definitions. Strategies for detecting and interpreting rare variation will be critical for enabling broad application of pharmacogenetics.

PDFDOI

02 /Specification & Classification

Click any tag to browse matching papers

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISMcInnes '20Verma '22Wei '25Haddad '24Pieczarka '26Rentsch '26
74% semantic matchGenetics
Gregory McInnes, Russ Biagio Altman·Pacific Symposium on Biocomputing (PSB)·Nov 1, 2020· 22 citations