Literature DB >> 32863678

Key aspects for effective mathematical modelling of fractional-diffusion in cardiac electrophysiology: a quantitative study.

N Cusimano1, A Gizzi2, F H Fenton3, S Filippi2, L Gerardo-Giorda1.   

Abstract

Microscopic structural features of cardiac tissue play a fundamental role in determining complex spatio-temporal excitation dynamics at the macroscopic level. Recent efforts have been devoted to the development of mathematical models accounting for non-local spatio-temporal coupling able to capture these complex dynamics without the need of resolving tissue heterogeneities down to the micro-scale. In this work, we analyse in detail several important aspects affecting the overall predictive power of these modelling tools and provide some guidelines for an effective use of space-fractional models of cardiac electrophysiology in practical applications. Through an extensive computational study in simplified computational domains, we highlight the robustness of models belonging to different categories, i.e., physiological and phenomenological descriptions, against the introduction of non-locality, and lay down the foundations for future research and model validation against experimental data. A modern genetic algorithm framework is used to investigate proper parameterisations of the considered models, and the crucial role played by the boundary assumptions in the considered settings is discussed. Several numerical results are provided to support our claims.

Entities:  

Keywords:  Cardiac Dynamics; Computational Cardiology; Genetic Algorithm; Non-local Diffusion; Parameter Tuning; Space-fractional Model

Year:  2019        PMID: 32863678      PMCID: PMC7453933          DOI: 10.1016/j.cnsns.2019.105152

Source DB:  PubMed          Journal:  Commun Nonlinear Sci Numer Simul        ISSN: 1007-5704            Impact factor:   4.260


  43 in total

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Authors:  M A Watanabe; F H Fenton; S J Evans; H M Hastings; A Karma
Journal:  J Cardiovasc Electrophysiol       Date:  2001-02

2.  Spatiotemporal transition to conduction block in canine ventricle.

Authors:  Jeffrey J Fox; Mark L Riccio; Fei Hua; Eberhard Bodenschatz; Robert F Gilmour
Journal:  Circ Res       Date:  2002-02-22       Impact factor: 17.367

3.  Complex spiral wave dynamics in a spatially distributed ionic model of cardiac electrical activity.

Authors:  Marc Courtemanche
Journal:  Chaos       Date:  1996-12       Impact factor: 3.642

4.  Ephaptic coupling rescues conduction failure in weakly coupled cardiac tissue with voltage-gated gap junctions.

Authors:  S H Weinberg
Journal:  Chaos       Date:  2017-09       Impact factor: 3.642

5.  Minimal model for human ventricular action potentials in tissue.

Authors:  Alfonso Bueno-Orovio; Elizabeth M Cherry; Flavio H Fenton
Journal:  J Theor Biol       Date:  2008-04-08       Impact factor: 2.691

6.  Anomalous Diffusion in Cardiac Tissue as an Index of Myocardial Microstructure.

Authors:  Alfonso Bueno-Orovio; Irvin Teh; Jurgen E Schneider; Kevin Burrage; Vicente Grau
Journal:  IEEE Trans Med Imaging       Date:  2016-05-02       Impact factor: 10.048

7.  Non-linear dynamics of cardiac alternans: subcellular to tissue-level mechanisms of arrhythmia.

Authors:  Stephen A Gaeta; David J Christini
Journal:  Front Physiol       Date:  2012-05-31       Impact factor: 4.566

8.  Fractional diffusion models of cardiac electrical propagation: role of structural heterogeneity in dispersion of repolarization.

Authors:  Alfonso Bueno-Orovio; David Kay; Vicente Grau; Blanca Rodriguez; Kevin Burrage
Journal:  J R Soc Interface       Date:  2014-08-06       Impact factor: 4.118

9.  On the Order of the Fractional Laplacian in Determining the Spatio-Temporal Evolution of a Space-Fractional Model of Cardiac Electrophysiology.

Authors:  Nicole Cusimano; Alfonso Bueno-Orovio; Ian Turner; Kevin Burrage
Journal:  PLoS One       Date:  2015-12-02       Impact factor: 3.240

Review 10.  Validation and Trustworthiness of Multiscale Models of Cardiac Electrophysiology.

Authors:  Pras Pathmanathan; Richard A Gray
Journal:  Front Physiol       Date:  2018-02-15       Impact factor: 4.566

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  2 in total

1.  A three-compartment non-linear model of myocardial cell conduction block during photosensitization.

Authors:  Emiyu Ogawa; Eitaro Aiyoshi; Tsunenori Arai
Journal:  Med Biol Eng Comput       Date:  2021-02-19       Impact factor: 2.602

2.  Sensitivity analysis of an electrophysiology model for the left ventricle.

Authors:  Giulio Del Corso; Roberto Verzicco; Francesco Viola
Journal:  J R Soc Interface       Date:  2020-10-28       Impact factor: 4.118

  2 in total

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