IEEE Trans Biomed Eng. 2023 Feb;70(2):511-522. doi: 10.1109/TBME.2022.3196144. Epub 2023 Jan 19.
The bidomain model and the finite element method are an established standard to mathematically describe cardiac electrophysiology, but are both suboptimal choices for fast and large-scale simulations due to high computational costs. We investigate to what extent simplified approaches for propagation models (monodomain, reaction-Eikonal and Eikonal) and forward calculation (boundary element and infinite volume conductor) deliver markedly accelerated, yet physiologically accurate simulation results in atrial electrophysiology.
We compared action potential durations, local activation times (LATs), and electrocardiograms (ECGs) for sinus rhythm simulations on healthy and fibrotically infiltrated atrial models.
All simplified model solutions yielded LATs and P waves in accurate accordance with the bidomain results. Only for the Eikonal model with pre-computed action potential templates shifted in time to derive transmembrane voltages, repolarization behavior notably deviated from the bidomain results. ECGs calculated with the boundary element method were characterized by correlation coefficients 0.9 compared to the finite element method. The infinite volume conductor method led to lower correlation coefficients caused predominantly by systematic overestimations of P wave amplitudes in the precordial leads.
Our results demonstrate that the Eikonal model yields accurate LATs and combined with the boundary element method precise ECGs compared to markedly more expensive full bidomain simulations. However, for an accurate representation of atrial repolarization dynamics, diffusion terms must be accounted for in simplified models.
Simulations of atrial LATs and ECGs can be notably accelerated to clinically feasible time frames at high accuracy by resorting to the Eikonal and boundary element methods.
双域模型和有限元方法是数学描述心脏电生理学的标准方法,但由于计算成本高,对于快速和大规模的模拟来说,这两种方法都不是最优选择。我们研究了传播模型(单域、反应-薛定谔和薛定谔)和正向计算(边界元法和无限体积导体)的简化方法在多大程度上能在心房电生理学中提供明显加速但生理上准确的模拟结果。
我们比较了健康和纤维化浸润心房模型窦性节律模拟的动作电位时程、局部激活时间(LAT)和心电图(ECG)。
所有简化模型的解决方案都以与双域结果准确一致的方式产生 LAT 和 P 波。只有在预先计算的动作电位模板在时间上偏移以推导出跨膜电压的薛定谔模型中,复极行为明显偏离了双域结果。与有限元法相比,边界元法计算的 ECG 的相关系数为 0.9。无限体积导体法导致的相关系数较低,主要是由于心前导联中 P 波幅度的系统高估。
我们的结果表明,与显著更昂贵的全双域模拟相比,薛定谔模型产生准确的 LAT,并且与边界元法结合可以精确计算 ECG。然而,为了准确表示心房复极动力学,简化模型中必须考虑扩散项。
通过采用薛定谔和边界元方法,心房 LAT 和 ECG 的模拟可以显著加速到临床上可行的时间范围,并保持高度准确性。