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A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation

Computer models of cardiac electro-mechanics (EM) show promise as an effective means for the quantitative analysis of clinical data and, potentially, for predicting therapeutic responses. To realize such advanced applications methodological key challenges must be addressed. Enhanced computational ef...

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Autores principales: Augustin, Christoph M., Gsell, Matthias A.F., Karabelas, Elias, Willemen, Erik, Prinzen, Frits W., Lumens, Joost, Vigmond, Edward J., Plank, Gernot
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611781/
https://www.ncbi.nlm.nih.gov/pubmed/34630765
http://dx.doi.org/10.1016/j.cma.2021.114092
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author Augustin, Christoph M.
Gsell, Matthias A.F.
Karabelas, Elias
Willemen, Erik
Prinzen, Frits W.
Lumens, Joost
Vigmond, Edward J.
Plank, Gernot
author_facet Augustin, Christoph M.
Gsell, Matthias A.F.
Karabelas, Elias
Willemen, Erik
Prinzen, Frits W.
Lumens, Joost
Vigmond, Edward J.
Plank, Gernot
author_sort Augustin, Christoph M.
collection PubMed
description Computer models of cardiac electro-mechanics (EM) show promise as an effective means for the quantitative analysis of clinical data and, potentially, for predicting therapeutic responses. To realize such advanced applications methodological key challenges must be addressed. Enhanced computational efficiency and robustness is crucial to facilitate, within tractable time frames, model personalization, the simulation of prolonged observation periods under a broad range of conditions, and physiological completeness encompassing therapy-relevant mechanisms is needed to endow models with predictive capabilities beyond the mere replication of observations. Here, we introduce a universal feature-complete cardiac EM modeling framework that builds on a flexible method for coupling a 3D model of bi-ventricular EM to the physiologically comprehensive 0D CircAdapt model representing atrial mechanics and closed-loop circulation. A detailed mathematical description is given and efficiency, robustness, and accuracy of numerical scheme and solver implementation are evaluated. After parameterization and stabilization of the coupled 3D–0D model to a limit cycle under baseline conditions, the model’s ability to replicate physiological behaviors is demonstrated, by simulating the transient response to alterations in loading conditions and contractility, as induced by experimental protocols used for assessing systolic and diastolic ventricular properties. Mechanistic completeness and computational efficiency of this novel model render advanced applications geared towards predicting acute outcomes of EM therapies feasible.
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spelling pubmed-76117812021-12-01 A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation Augustin, Christoph M. Gsell, Matthias A.F. Karabelas, Elias Willemen, Erik Prinzen, Frits W. Lumens, Joost Vigmond, Edward J. Plank, Gernot Comput Methods Appl Mech Eng Article Computer models of cardiac electro-mechanics (EM) show promise as an effective means for the quantitative analysis of clinical data and, potentially, for predicting therapeutic responses. To realize such advanced applications methodological key challenges must be addressed. Enhanced computational efficiency and robustness is crucial to facilitate, within tractable time frames, model personalization, the simulation of prolonged observation periods under a broad range of conditions, and physiological completeness encompassing therapy-relevant mechanisms is needed to endow models with predictive capabilities beyond the mere replication of observations. Here, we introduce a universal feature-complete cardiac EM modeling framework that builds on a flexible method for coupling a 3D model of bi-ventricular EM to the physiologically comprehensive 0D CircAdapt model representing atrial mechanics and closed-loop circulation. A detailed mathematical description is given and efficiency, robustness, and accuracy of numerical scheme and solver implementation are evaluated. After parameterization and stabilization of the coupled 3D–0D model to a limit cycle under baseline conditions, the model’s ability to replicate physiological behaviors is demonstrated, by simulating the transient response to alterations in loading conditions and contractility, as induced by experimental protocols used for assessing systolic and diastolic ventricular properties. Mechanistic completeness and computational efficiency of this novel model render advanced applications geared towards predicting acute outcomes of EM therapies feasible. 2021-08-18 /pmc/articles/PMC7611781/ /pubmed/34630765 http://dx.doi.org/10.1016/j.cma.2021.114092 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Augustin, Christoph M.
Gsell, Matthias A.F.
Karabelas, Elias
Willemen, Erik
Prinzen, Frits W.
Lumens, Joost
Vigmond, Edward J.
Plank, Gernot
A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation
title A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation
title_full A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation
title_fullStr A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation
title_full_unstemmed A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation
title_short A computationally efficient physiologically comprehensive 3D–0D closed-loop model of the heart and circulation
title_sort computationally efficient physiologically comprehensive 3d–0d closed-loop model of the heart and circulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611781/
https://www.ncbi.nlm.nih.gov/pubmed/34630765
http://dx.doi.org/10.1016/j.cma.2021.114092
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