reviewNature Reviews Drug DiscoveryApr 28, 2023HYBRID OA

Applications of single-cell RNA sequencing in drug discovery and development

UCB Pharma (Belgium) · AVEO Oncology (United States) · +12 more institutions

PubMed
Indexed incrossrefpubmed

Abstract

Single-cell technologies, particularly single-cell RNA sequencing (scRNA-seq) methods, together with associated computational tools and the growing availability of public data resources, are transforming drug discovery and development. New opportunities are emerging in target identification owing to improved disease understanding through cell subtyping, and highly multiplexed functional genomics screens incorporating scRNA-seq are enhancing target credentialling and prioritization. ScRNA-seq is also aiding the selection of relevant preclinical disease models and providing new insights into drug mechanisms of action. In clinical development, scRNA-seq can inform decision-making via improved biomarker…

Citation impact

410
total citations
FWCI
61.94
Percentile
100%
References
381
Citations per year

Authors

17

Topics & keywords

Keywords
  • Drug discovery
  • Identification (biology)
  • Drug development
  • Computational biology
  • Prioritization
  • Genomics
  • Biomarker discovery
  • Computer science
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