{"title":"Modeling myocardium structural changes during atrial fibrillation using variable-order derivatives","authors":"Juan P. Ugarte , Catalina Tobón","doi":"10.1016/j.arcontrol.2025.100994","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":50750,"journal":{"name":"Annual Reviews in Control","volume":"61 ","pages":"Article 100994"},"PeriodicalIF":14.4000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annual Reviews in Control","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1367578825000094","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/18 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
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.
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.