System-based drug discovery within the human kinome

Paul Bamborough1

  • 1Computational and Structural Chemistry, Molecular Discovery Research, GlaxoSmithKline Medicines Research Centre, Stevenage, UK. Paul.A.Bamborough@gsk.com

Abstract

Insights

Kinase inhibitor drug discovery shows promise, with approved drugs mainly in oncology. Further research is needed to identify therapeutically relevant kinases and maximize drug efficacy across diverse diseases.

Area of Science:

  • Drug Discovery
  • Biochemistry
  • Pharmacology

Background:

  • Significant efforts have focused on human protein kinase inhibitors for over a decade.
  • Five kinase inhibitor drugs have been approved since 2011, primarily in oncology.
  • Success in other therapeutic areas remains limited despite initial promise.

Purpose of the Study:

  • To review prospects for kinase inhibitor drug discovery in oncology and other therapeutic areas.
  • To discuss the application of kinome profiling and system-based research in kinase target validation.
  • To outline properties of effective small molecule kinase probes.

Main Methods:

  • Review of current literature on kinase inhibitor drug discovery.
  • Analysis of kinome profiling and system-based research methodologies.
  • Discussion of target validation and classification of kinases as liabilities.

Main Results:

  • Protein kinases are highly tractable to small molecule discovery with achievable selectivity.
  • Advanced screening enables compound profiling across the kinome.
  • Decisions on desirable inhibition profiles are crucial but challenging due to incomplete disease biology understanding.

Conclusions:

  • Drug discovery must balance tractability with the risk of clinical trial failure due to incomplete disease understanding.
  • Determining therapeutically relevant kinases is critical for specific diseases.
  • Early screening via phenotypic assays can maximize opportunities for repurposing drug candidates.

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