ArticlePLoS computational biology2014
Comprehensive analyses of ventricular myocyte models identify targets exhibiting favorable rate dependence.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed, 42 citations in OpenAlex.
- The all-or-none repolarization in cardiac ventricular myocytes: anFrontiers in physiology · 2026Article
- Coupling and heterogeneity modulate pacemaking capability in healthy and diseased two-dimensional sinoatrial node tissue models.PLoS computational biology · 2022Article
- Positive rate-dependent action potential prolongation by modulating potassium ion channels.Physiological reports · 2022Article
- Prediction of arrhythmia susceptibility through mathematical modeling and machine learning.Proceedings of the National Academy of Sciences of the United States of America · 2021Article
- In Silico Assessment of Class I Antiarrhythmic Drug Effects onInternational journal of molecular sciences · 2021Article
- Effects of Cryopreservation on Human Induced Pluripotent Stem Cell-Derived Cardiomyocytes for Assessing Drug Safety Response Profiles.Stem cell reports · 2021Article
- Populations of in silico myocytes and tissues reveal synergy of multiatrial-predominant KBritish journal of pharmacology · 2020Article
- Quantitative analysis of variability in an integrated model of human ventricular electrophysiology and β-adrenergic signaling.Journal of molecular and cellular cardiology · 2020Article
- Transmural and rate-dependent profiling of drug-induced arrhythmogenic risks through in silico simulations of multichannel pharmacology.Scientific reports · 2019Article
- Global Sensitivity Analysis of Ventricular Myocyte Model-Derived Metrics for Proarrhythmic Risk Assessment.Frontiers in pharmacology · 2019Article
- Slow Delayed Rectifier Current Protects Ventricular Myocytes From Arrhythmic Dynamics Across Multiple Species: A Computational Study.Circulation. Arrhythmia and electrophysiology · 2018Article
- A Heart for Diversity: Simulating Variability in Cardiac Arrhythmia Research.Frontiers in physiology · 2018Review
- CaFrontiers in physiology · 2018Article
- Population-based mechanistic modeling allows for quantitative predictions of drug responses across cell types.NPJ systems biology and applications · 2018Article
- Revealing kinetics and state-dependent binding properties of IChaos (Woodbury, N.Y.) · 2017Article
- Rate-Dependent Role of IBiophysical journal · 2017Article
- Differential roles of two delayed rectifier potassium currents in regulation of ventricular action potential duration and arrhythmia susceptibility.The Journal of physiology · 2017Article
- Potassium channels in the heart: structure, function and regulation.The Journal of physiology · 2017Review
- Response to "Complexity vs. Simplicity: The Winner Is?" Mechanism-Based Classifiers Provide More Than Just Classification.Clinical pharmacology and therapeutics · 2017Article
- Mechanistic Systems Modeling to Improve Understanding and Prediction of Cardiotoxicity Caused by Targeted Cancer Therapeutics.Frontiers in physiology · 2017Article
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Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
Abstract
Reverse rate dependence is a problematic property of antiarrhythmic drugs that prolong the cardiac action potential (AP). The prolongation caused by reverse rate dependent agents is greater at slow heart rates, resulting in both reduced arrhythmia suppression at fast rates and increased arrhythmia risk at slow rates. The opposite property, forward rate dependence, would theoretically overcome these parallel problems, yet forward rate dependent (FRD) antiarrhythmics remain elusive. Moreover, there is evidence that reverse rate dependence is an intrinsic property of perturbations to the AP. We have addressed the possibility of forward rate dependence by performing a comprehensive analysis of 13 ventricular myocyte models. By simulating populations of myocytes with varying properties and analyzing population results statistically, we simultaneously predicted the rate-dependent effects of changes in multiple model parameters. An average of 40 parameters were tested in each model, and effects on AP duration were assessed at slow (0.2 Hz) and fast (2 Hz) rates. The analysis identified a variety of FRD ionic current perturbations and generated specific predictions regarding their mechanisms. For instance, an increase in L-type calcium current is FRD when this is accompanied by indirect, rate-dependent changes in slow delayed rectifier potassium current. A comparison of predictions across models identified inward rectifier potassium current and the sodium-potassium pump as the two targets most likely to produce FRD AP prolongation. Finally, a statistical analysis of results from the 13 models demonstrated that models displaying minimal rate-dependent changes in AP shape have little capacity for FRD perturbations, whereas models with large shape changes have considerable FRD potential. This can explain differences between species and between ventricular cell types. Overall, this study provides new insights, both specific and general, into the determinants of AP duration rate dependence, and illustrates a strategy for the design of potentially beneficial antiarrhythmic drugs.
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