A second-generation computational modeling of cardiac electrophysiology: response of action potential to ionic
Nour Eddine Alaa1, Hamid Lefraich, Imane El Malki
1Department of Mathematics, Laboratory of Applied Mathematics and Computer Science (LAMAI), Faculty of Science and Technology, Cadi Ayaad University, Abdelkarim Elkhattabi Avenue, Marrakech, Morocco. n.alaa@uca.ma.
Insights
This study introduces a novel, computationally efficient model for analyzing cardiac action potential propagation. The new model accurately simulates ion transport and electrical activity, offering a more accessible approach to understanding cardiac arrhythmias.
Area of Science:
- Biophysics
- Computational Biology
- Cardiovascular Science
Background:
- Cardiac arrhythmias pose a significant global health risk, leading to conditions like stroke and sudden cardiac death.
- These arrhythmias stem from defects in cardiac cell signaling and necessitate accurate models of action potential propagation.
- Existing electrophysiological models are computationally intensive, driving research for simpler alternatives.
Purpose of the Study:
- To develop a novel, computationally efficient model for analyzing ionic concentration and electrical potential propagation in cardiac cells.
- To provide a quantitative tool for understanding the dynamics of action potential propagation relevant to cardiac arrhythmias.
Main Methods:
- A new model based on the Nernst-Planck flux equation for ion transport and a novel cable equation for electrical interaction.
- Numerical solution of coupled nonlinear partial differential equations using finite element discretization.
- Application of an appropriate resolution algorithm for numerical simulations.
Main Results:
- The model successfully simulates ionic concentration and electrical potential propagation in space and time.
- Numerical experiments confirm the accuracy, efficiency, and stability of the proposed method.
- The study demonstrates that steady-state interpretations of cell membrane electrical potential can be inaccurate.
Conclusions:
- The developed model is general, applicable to ions of any charge, and provides results consistent with literature and physical interpretations.
- The model offers an intuitive understanding of dynamics through various input scenarios.
- The numerical scheme is confirmed to be second-order accurate in space, enhancing its reliability.
Background:
Cardiac arrhythmias are becoming one of the major health care problem in the world, causing numerous serious disease conditions including stroke and sudden cardiac death. Furthermore, cardiac arrhythmias are intimately related to the signaling ability of cardiac cells, and are caused by signaling defects. Consequently, modeling the electrical activity of the heart, and the complex signaling models that subtend dangerous arrhythmias such as tachycardia and fibrillation, necessitates a quantitative model of action potential (AP) propagation. Yet, many electrophysiological models, which accurately reproduce dynamical characteristic of the action potential in cells, have been introduced. However, these models are very complex and are very time consuming computationally. Consequently, a large amount of research is consecrated to design models with less computational complexity.
Results:
This paper is presenting a new model for analyzing the propagation of ionic concentrations and electrical potential in space and time. In this model, the transport of ions is governed by Nernst-Planck flux equation (NP), and the electrical interaction of the species is described by a new cable equation. These set of equations form a system of coupled partial nonlinear differential equations that is solved numerically. In the first we describe the mathematical model. To realize the numerical simulation of our model, we proceed by a finite element discretization and then we choose an appropriate resolution algorithm.
Conclusions:
We give numerical simulations obtained for different input scenarios in the case of suicide substrate reaction which were compared to those obtained in literature. These input scenarios have been chosen so as to provide an intuitive understanding of dynamics of the model. By accessing time and space domains, it is shown that interpreting the electrical potential of cell membrane at steady state is incorrect. This model is general and applies to ions of any charge in space and time domains. The results obtained show a complete agreement with literature findings and also with the physical interpretation of the phenomenon. Furthermore, various numerical experiments are presented to confirm the accuracy, efficiency and stability of the proposed method. In particular, we show that the scheme is second-order accurate in space.
More Related Videos
12:09Patient-specific Modeling of the Heart: Estimation of Ventricular Fiber Orientations
Published on: January 8, 2013
10:41Laser-Induced Action Potential-Like Measurements of Cardiomyocytes on Microelectrode Arrays for Increased Predictivity of Safety Pharmacology
Published on: September 13, 2022
Related Concept Videos
Cardiac Action Potential
The cardiac action potential process involves a series of phases characterized by the movement of ions across the cardiac cell membranes, leading to the depolarization and repolarization of the cardiac myocytes.
Ionic Basis of Cardiac Action Potentials
Pharmacodynamic Models: Linear Concentration–Effect Model
Electrophysiology of Normal Cardiac Rhythm
Mechanism of Cardiac Arrhythmias
