Modeling and simulation of preclinical cardiac safety: towards an integrative framework

Antoine Soubret1, Gabriel Helmlinger, Bérengère Dumotier

  • 1Modeling and Simulation, Novartis Pharma AG, Basel, Switzerland.

Insights

Predicting drug-induced Torsades de Pointes (TdP) risk is challenging. Cardiac electrophysiology modeling offers a quantitative framework to integrate preclinical and clinical data, improving the prediction of this lethal arrhythmia.

Area of Science:

  • Cardiovascular Pharmacology
  • Computational Biology
  • Drug Safety

Background:

  • Torsades de Pointes (TdP) is a life-threatening arrhythmia, frequently leading to drug withdrawal or non-approval.
  • Current preclinical and clinical assessments struggle to reliably predict TdP risk due to low prevalence and inter-species differences.
  • Existing methods face challenges in translating preclinical findings to clinical risk assessment.

Purpose of the Study:

  • To review current drug-induced TdP risk assessment strategies.
  • To highlight the potential of cardiac electrophysiology modeling in improving TdP risk prediction.
  • To propose an integrated, quantitative framework for enhanced drug safety evaluation.

Main Methods:

  • Review of preclinical and clinical cardiac electrophysiology studies.
  • Analysis of torsadogenic mechanisms and pro-arrhythmic markers.
  • Exploration of cardiac electrophysiology modeling capabilities for risk assessment.

Main Results:

  • Preclinical models and QT assessments have limitations in predicting TdP.
  • Species differences and measurement challenges hinder clinical translation of preclinical data.
  • Cardiac electrophysiology modeling can bridge temporal and spatial scales for risk assessment.

Conclusions:

  • Integrating mechanistic components into a quantitative modeling framework can enhance TdP risk predictability.
  • Computational approaches offer a promising avenue to complement expert-based risk assessment.
  • Improved prediction of drug-induced TdP is crucial for pharmaceutical development and patient safety.