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心肌细胞的主动收缩:一种具有协同相互作用的肌节动力学简化模型。

Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions.

机构信息

MOX - Dipartimento di Matematica, Politecnico di Milano, P.zza Leonardo da Vinci 32, 20133, Milano, Italy.

CMCS, Institute of Mathematics, Ecole Polytechnique Fédérale de Lausanne, Av. Piccard, 1015, Lausanne, Switzerland.

出版信息

Biomech Model Mechanobiol. 2018 Dec;17(6):1663-1686. doi: 10.1007/s10237-018-1049-0. Epub 2018 Jul 12.

Abstract

We propose a reduced ODE model for the mechanical activation of cardiac myofilaments, which is based on explicit spatial representation of nearest-neighbour interactions. Our model is derived from the cooperative Markov Chain model of Washio et al. (Cell Mol Bioeng 5(1):113-126, 2012), under the assumption of conditional independence of specific sets of events. This physically motivated assumption allows to drastically reduce the number of degrees of freedom, thus resulting in a significantly large computational saving. Indeed, the original Markov Chain model involves a huge number of degrees of freedom (order of [Formula: see text]) and is solved by means of the Monte Carlo method, which notoriously reaches statistical convergence in a slow fashion. With our reduced model, instead, numerical simulations can be carried out by solving a system of ODEs, reducing the computational time by more than 10, 000 times. Moreover, the reduced model is accurate with respect to the original Markov Chain model. We show that the reduced model is capable of reproducing physiological steady-state force-calcium and force-length relationships with the observed asymmetry in apparent cooperativity near the calcium level producing half activation. Finally, we also report good qualitative and quantitative agreement with experimental measurements under dynamic conditions.

摘要

我们提出了一个简化的 ODE 模型,用于心肌丝的机械激活,该模型基于最近邻相互作用的显式空间表示。我们的模型是基于 Washio 等人的合作马尔可夫链模型(Cell Mol Bioeng 5(1):113-126, 2012)推导出来的,假设特定事件集的条件独立性。这种基于物理的假设允许大大减少自由度的数量,从而显著节省计算资源。事实上,原始的马尔可夫链模型涉及大量自由度(数量级为[公式:见正文]),并通过蒙特卡罗方法求解,该方法以缓慢的方式达到统计收敛。相反,我们的简化模型可以通过求解一个 ODE 系统来进行数值模拟,将计算时间减少 10000 多倍。此外,简化模型相对于原始马尔可夫链模型具有准确性。我们表明,简化模型能够再现生理稳态力-钙和力-长度关系,以及在钙水平产生半激活时观察到的明显协同作用的不对称性。最后,我们还报告了在动态条件下与实验测量的良好定性和定量一致性。

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