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Using Human Genetics to Drive Drug Discovery: A Perspective.

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Summary

Leveraging human genetics, including diverse data types and techniques, enhances drug development success. A 5-step approach aids genetic target selection, despite challenges in data translation and variant identification.

Keywords:
Geneticsdrug developmentfunctional genomicsgenome-wide association study (GWAS)genomicskidneyreviewtranslational science

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Area of Science:

  • Genetics
  • Pharmacology
  • Drug Discovery

Background:

  • Drug development success rates can be improved by utilizing human genetics.
  • Various genetic data types and techniques offer insights into human diseases.

Purpose of the Study:

  • To present a comprehensive 5-step approach for selecting and validating genetic targets for drug development.
  • To highlight the benefits of integrating diverse genetic evidence and discuss current challenges.

Main Methods:

  • Utilizing genome-wide association studies, whole-exome sequencing, and whole-genome sequencing.
  • Integrating evidence from Mendelian diseases, coding variants, and common variation.
  • Employing human knockouts for reverse genetic screening and phenome-wide association studies for drug repurposing.

Main Results:

  • Layering genetic evidence strengthens the case for a genetic target.
  • Human knockouts enable identification of physiologically relevant targets.
  • Phenome-wide association studies can reveal new therapeutic indications.

Conclusions:

  • A structured 5-step approach optimizes genetic target selection for drug discovery.
  • Challenges remain in genetic data translation, rare variant identification, and biobank integration.
  • Human genetics provides a powerful foundation for developing effective medicines.