Measuring Pharmacogene Variant Function at Scale Using Multiplexed Assays

Annu Rev Pharmacol Toxicol. 2022 Jan 6:62:531-550. doi: 10.1146/annurev-pharmtox-032221-085807. Epub 2021 Sep 13.

Abstract

As costs of next-generation sequencing decrease, identification of genetic variants has far outpaced our ability to understand their functional consequences. This lack of understanding is a central challenge to a key promise of pharmacogenomics: using genetic information to guide drug selection and dosing. Recently developed multiplexed assays of variant effect enable experimental measurement of the function of thousands of variants simultaneously. Here, we describe multiplexed assays that have been performed on nearly 25,000 variants in eight key pharmacogenes (ADRB2, CYP2C9, CYP2C19, NUDT15, SLCO1B1, TMPT, VKORC1, and the LDLR promoter), discuss advances in experimental design, and explore key challenges that must be overcome to maximize the utility of multiplexed functional data.

Keywords: deep mutational scan; multiplexed assay of variant effect; next-generation sequencing; pharmacogenomics; precision medicine; variable drug response.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • High-Throughput Nucleotide Sequencing
  • Humans
  • Liver-Specific Organic Anion Transporter 1
  • Pharmacogenetics*
  • Precision Medicine*
  • Vitamin K Epoxide Reductases / genetics

Substances

  • Liver-Specific Organic Anion Transporter 1
  • SLCO1B1 protein, human
  • VKORC1 protein, human
  • Vitamin K Epoxide Reductases