Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Physiol Rep. 2021 Nov;9(22):e15124. doi: 10.14814/phy2.15124.
Human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) are becoming instrumental in cardiac research, human-based cell level cardiotoxicity tests, and developing patient-specific care. As one of the principal functional readouts is contractility, we propose a novel electromechanical hiPSC-CM computational model named the hiPSC-CM-CE. This model comprises a reparametrized version of contractile element (CE) by Rice et al., 2008, with a new passive force formulation, integrated into a hiPSC-CM electrophysiology formalism by Paci et al. in 2020. Our simulated results were validated against in vitro data reported for hiPSC-CMs at matching conditions from different labs. Specifically, key action potential (AP) and calcium transient (CaT) biomarkers simulated by the hiPSC-CM-CE model were within the experimental ranges. On the mechanical side, simulated cell shortening, contraction-relaxation kinetic indices (RT and RT ), and the amplitude of tension fell within the experimental intervals. Markedly, as an inter-scale analysis, correct classification of the inotropic effects due to non-cardiomyocytes in hiPSC-CM tissues was predicted on account of the passive force expression introduced to the CE. Finally, the physiological inotropic effects caused by Verapamil and Bay-K 8644 and the aftercontractions due to the early afterdepolarizations (EADs) were simulated and validated against experimental data. In the future, the presented model can be readily expanded to take in pharmacological trials and genetic mutations, such as those involved in hypertrophic cardiomyopathy, and study arrhythmia trigger mechanisms.
人诱导多能干细胞衍生的心肌细胞(hiPSC-CMs)在心脏研究、基于人类细胞水平的心脏毒性测试以及开发患者特异性治疗方面变得至关重要。由于其中一个主要的功能读出是收缩性,我们提出了一种新的机电 hiPSC-CM 计算模型,称为 hiPSC-CM-CE。该模型包含 Rice 等人 2008 年提出的收缩元件(CE)的重参数化版本,以及一种新的被动力公式,由 Paci 等人于 2020 年集成到 hiPSC-CM 电生理学公式中。我们的模拟结果与来自不同实验室在匹配条件下报告的 hiPSC-CM 的体外数据进行了验证。具体来说,通过 hiPSC-CM-CE 模型模拟的关键动作电位(AP)和钙瞬变(CaT)生物标志物在实验范围内。在机械方面,模拟的细胞缩短、收缩-松弛动力学指数(RT 和 RT )以及张力幅度都在实验区间内。值得注意的是,作为一种跨尺度分析,由于引入了 CE 的被动力表达,对 hiPSC-CM 组织中非心肌细胞的变力效应进行了正确分类。最后,模拟并验证了 Verapamil 和 Bay-K 8644 引起的生理性变力效应以及早期后除极(EADs)引起的后收缩。将来,该模型可以很容易地扩展到药理学试验和遗传突变,例如涉及肥厚型心肌病的突变,并研究心律失常触发机制。