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Arrhythmic hazard map for a 3D whole-ventricle model under multiple ion channel block
Jun-Ichi Okada1,2, Takashi Yoshinaga3, Junko Kurokawa4
1Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.
British Journal of Pharmacology
|May 11, 2018
Summary
A new hazard map predicts drug-induced arrhythmia risk using simulated ECGs. This tool, based on ionic current effects, offers a reliable alternative to human testing in drug development.
Area of Science:
- Computational biology
- Cardiovascular pharmacology
- In silico drug safety assessment
Background:
- Existing in silico models for preclinical cardiac safety testing lack predictability and usability.
- A previously developed multi-scale heart simulation accurately predicts arrhythmogenic risk for benchmark drugs.
Purpose of the Study:
- To create a comprehensive hazard map for drug-induced arrhythmia.
- To evaluate arrhythmogenic risk using simulated electrocardiogram (ECG) waveforms under various drug effects.
Main Methods:
- Utilized a multi-scale heart simulator with human cardiac electrophysiology cell models.
- Generated a five-dimensional hazard map based on 9075 simulated ECGs.
- Mapped drug effects on five key ionic currents (IKr, INa, INa,L, ICa,L, IKs) involved in arrhythmogenesis.
Main Results:
- The hazard map accurately predicted arrhythmogenic risk, aligning with literature assessments.
- The J-point to T-wave peak interval was identified as a superior index of arrhythmogenicity compared to the QT interval.
- The map effectively characterizes multi-channel effects on ECG waveforms.
Conclusions:
- The developed hazard map enables evaluation of drug-induced arrhythmia risk without human electrophysiological assays.
- Concentration-dependent ECG effects can be traced on the map using in vitro current assay data.
- This map serves as a novel tool for pharmaceutical research and development, improving preclinical cardiac safety testing.
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