Drug Safety Assessment Based on Target Affinity, Drug Exposure and Plasma Protein Binding: Drug-Induced

Simona Catozzi1, Fianne Sips2, Niccolò Totis1

  • 1InSilicoTrials Technologies S.p.A., 34123 Trieste, Italy.

Insights

Early cardiac safety assessment can be improved by analyzing drug affinities to specific targets. This approach helps identify potential cardiotoxicity risks in drug candidates, enabling timely discontinuation and improving patient safety.

Area of Science:

  • Pharmacology
  • Drug Development
  • Cardiovascular Safety

Background:

  • Cardiac safety is crucial in drug discovery, necessitating early identification of cardiotoxic candidates.
  • Discontinuation of drugs with adverse cardiac effects is vital unless benefits outweigh risks.

Purpose of the Study:

  • To develop a framework for early safety risk assessment using in vitro drug target affinities.
  • To identify specific pharmacological targets associated with drug-induced cardiotoxicity.

Main Methods:

  • Utilized drug-induced cardiotoxicity rank (DICTrank) data for 1318 drugs.
  • Enriched data with target affinities, clinical exposure, and protein binding information.
  • Descriptively analyzed associations between 18 target classes and cardiovascular risk.

Main Results:

  • Identified 18 target classes potentially linked to cardiovascular risk, including potassium channels (20% of 'most concern' drugs).
  • 80% of 'most concern' drugs targeted these classes versus 12% of 'no concern' drugs.
  • Concentration-response analyses showed target potency and free drug exposure correlate with cardiotoxicity severity.

Conclusions:

  • In vitro drug target affinity data can inform early safety assessments.
  • This framework enables benchmarking of new compounds to facilitate early discontinuation of high-risk candidates.
  • Proactive identification of cardiotoxicity risks enhances drug development and patient safety.

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