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Modeling Cardiac Electromechanics and Mechanoelectrical Coupling in Dyssynchronous and Failing Hearts: Insight from Adaptive Computer Models

机译:心脏不同步和衰竭的心脏机电与机械电耦合建模:来自自适应计算机模型的见解

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摘要

Computer models have become more and more a research tool to obtain mechanistic insight in the effects of dyssynchrony and heart failure. Increasing computational power in combination with increasing amounts of experimental and clinical data enables the development of mathematical models that describe electrical and mechanical behavior of the heart. By combining models based on data at the molecular and cellular level with models that describe organ function, so-called multi-scale models are created that describe heart function at different length and time scales. In this review, we describe basic modules that can be identified in multi-scale models of cardiac electromechanics. These modules simulate ionic membrane currents, calcium handling, excitation–contraction coupling, action potential propagation, and cardiac mechanics and hemodynamics. In addition, we discuss adaptive modeling approaches that aim to address long-term effects of diseases and therapy on growth, changes in fiber orientation, ionic membrane currents, and calcium handling. Finally, we discuss the first developments in patient-specific modeling. While current models still have shortcomings, well-chosen applications show promising results on some ultimate goals: understanding mechanisms of dyssynchronous heart failure and tuning pacing strategy to a particular patient, even before starting the therapy.
机译:计算机模型已成为越来越多的研究工具,以了解机械失调和心力衰竭的机理。计算能力的提高与实验和临床数据数量的增加相结合,使得能够开发描述心脏电和机械行为的数学模型。通过将基于分子和细胞水平数据的模型与描述器官功能的模型相结合,创建了描述不同长度和时间尺度下心脏功能的所谓多尺度模型。在这篇综述中,我们描述了可以在心脏机电多尺度模型中确定的基本模块。这些模块模拟离子膜电流,钙离子处理,激发-收缩耦合,动作电位的传播以及心脏力学和血液动力学。此外,我们讨论了适应性建模方法,旨在解决疾病和疗法对生长,纤维方向变化,离子膜电流和钙处理的长期影响。最后,我们讨论了针对特定患者的建模的最初发展。尽管当前的模型仍存在缺陷,但经过精心选择的应用在某些最终目标上显示出可喜的结果:了解同步性心力衰竭的机制并针对特定患者调整起搏策略,甚至在开始治疗之前。

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