Pathway analysis of GWAS loci identifies novel drug targets and repurposing opportunities

Drug Discov Today. 2019 Jun;24(6):1232-1236. doi: 10.1016/j.drudis.2019.03.024. Epub 2019 Mar 29.

Abstract

Genome-wide association studies (GWAS) have made considerable progress and there is emerging evidence that genetics-based targets can lead to 28% more launched drugs. We analyzed 1589 GWAS across 1456 pathways to translate these often imprecise genetic loci into therapeutic hypotheses for 182 diseases. These pathway-based genetic targets were validated by testing whether current drug targets were enriched in the pathway space for the same indication. Remarkably, 30% of diseases had significantly more targets in these pathways than expected by chance; the comparable number for GWAS alone (without pathway analysis) was zero. This study shows that a systematic global pathway analysis can translate genetic findings into therapeutic hypotheses for both new drug discovery and repositioning opportunities for current drugs.

MeSH terms

  • Drug Discovery / methods*
  • Drug Repositioning / methods*
  • Genetic Loci / genetics*
  • Genome-Wide Association Study / methods
  • Humans
  • Pharmaceutical Preparations / chemistry*

Substances

  • Pharmaceutical Preparations