Modeling myocardium structural changes during atrial fibrillation using variable-order derivatives

IF 14.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Annual Reviews in Control Pub Date : 2026-01-01 Epub Date: 2025-06-18 DOI:10.1016/j.arcontrol.2025.100994
Juan P. Ugarte , Catalina Tobón
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引用次数: 0

Abstract

Atrial fibrillation (AF) is characterized by rapid and chaotic electrical impulse propagation. While most computational models of cardiac electrophysiology focus on representing the electrical component, other factors, such as myocardial structure, also play a critical role in sustaining AF. Structural heterogeneities in the myocardium are known to modulate cardiac electrophysiology. This paper presents a novel electrophysiological model of atrial electrical dynamics using variable-order fractional derivatives. Previous studies have used fractional calculus operators with constant fractional orders to represent structural heterogeneities. However, structural alterations are progressive and contribute to AF development. To address this, we design two time-dependent functions for the fractional variable-order, inspired by experimental observations of atrial dilation and de-dilation, as well as stretch-relaxation cycles of cardiomyocytes. A phenomenological model of cardiac ionic kinetics is parameterized to reproduce action potentials under sinus rhythm and AF, and it is integrated into the variable-order model. Fibrillatory propagation is simulated by initiating a reentrant wave, establishing a stable rotor. The simulations are analyzed using phase singularity analysis to characterize propagation dynamics and dominant frequency analysis to quantify the local activation rate. Our results demonstrate that the model captures a diverse range of AF propagation patterns consistent with experimental observations, depending on the parameterization of the variable fractional order. Under sinus rhythm conditions, the propagation dynamics are either insensitive to variations in the variable fractional order or unable to sustain fibrillatory propagation, as expected in healthy atrial tissue. These findings highlight the ability of the variable-order model to integrate structural processes into electrophysiological dynamics, reproducing propagation patterns that align with experimental data. This model represents a promising tool for advancing our understanding of the mechanisms underlying AF.
用变阶导数模拟心房颤动时心肌结构变化
心房颤动(AF)的特点是电脉冲传播迅速而混乱。虽然大多数心脏电生理的计算模型都集中在表征电成分上,但其他因素,如心肌结构,在维持心房颤动中也起着关键作用。众所周知,心肌结构的异质性可以调节心脏电生理。本文提出了一种基于变阶分数导数的心房电动力学电生理模型。以往的研究使用分数阶常数的分数微积分算子来表示结构异质性。然而,结构改变是渐进的,有助于房颤的发展。为了解决这个问题,我们设计了两个分数变量阶的时间相关函数,灵感来自于心房扩张和去扩张的实验观察,以及心肌细胞的拉伸-松弛周期。通过参数化心脏离子动力学现象学模型再现窦性心律和心房颤动时的动作电位,并将其整合到变阶模型中。通过启动一个可重入波,建立一个稳定的转子来模拟纤颤传播。利用相位奇异性分析来表征传播动力学,利用主导频率分析来量化局部激活率。我们的研究结果表明,该模型捕获了与实验观测一致的各种AF传播模式,这取决于变量分数阶的参数化。在窦性心律条件下,传播动力学要么对可变分数阶的变化不敏感,要么不能维持在健康心房组织中的纤颤传播。这些发现突出了变阶模型将结构过程整合到电生理动力学中的能力,再现了与实验数据一致的传播模式。这个模型代表了一个很有前途的工具,可以促进我们对AF机制的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annual Reviews in Control
Annual Reviews in Control 工程技术-自动化与控制系统
CiteScore
19.00
自引率
2.10%
发文量
53
审稿时长
36 days
期刊介绍: The field of Control is changing very fast now with technology-driven “societal grand challenges” and with the deployment of new digital technologies. The aim of Annual Reviews in Control is to provide comprehensive and visionary views of the field of Control, by publishing the following types of review articles: Survey Article: Review papers on main methodologies or technical advances adding considerable technical value to the state of the art. Note that papers which purely rely on mechanistic searches and lack comprehensive analysis providing a clear contribution to the field will be rejected. Vision Article: Cutting-edge and emerging topics with visionary perspective on the future of the field or how it will bridge multiple disciplines, and Tutorial research Article: Fundamental guides for future studies.
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