Do calcium channel blockers applied to cardiomyocytes cause increased channel expression resulting in reduced efficacy?

IF 3.5 2区 生物学 Q1 MATHEMATICAL & COMPUTATIONAL BIOLOGY NPJ Systems Biology and Applications Pub Date : 2024-03-01 DOI:10.1038/s41540-024-00347-3
Karoline Horgmo Jæger, Verena Charwat, Samuel Wall, Kevin E Healy, Aslak Tveito
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Abstract

In the initial hours following the application of the calcium channel blocker (CCB) nifedipine to microtissues consisting of human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs), we observe notable variations in the drug's efficacy. Here, we investigate the possibility that these temporal changes in CCB effects are associated with adaptations in the expression of calcium ion channels in cardiomyocyte membranes. To explore this, we employ a recently developed mathematical model that delineates the regulation of calcium ion channel expression by intracellular calcium concentrations. According to the model, a decline in intracellular calcium levels below a certain target level triggers an upregulation of calcium ion channels. Such an upregulation, if instigated by a CCB, would then counteract the drug's inhibitory effect on calcium currents. We assess this hypothesis using time-dependent measurements of hiPSC-CMs dynamics and by refining an existing mathematical model of myocyte action potentials incorporating the dynamic nature of the number of calcium ion channels. The revised model forecasts that the CCB-induced reduction in intracellular calcium concentrations leads to a subsequent increase in calcium ion channel expression, thereby attenuating the drug's overall efficacy. The data and fit models suggest that dynamic changes in cardiac cells in the presence of CCBs may be explainable by induced changes in protein expression, and that this may lead to challenges in understanding calcium based drug effects on the heart unless timings of applications are carefully considered.

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应用于心肌细胞的钙通道阻滞剂是否会导致通道表达增加,从而降低药效?
在对由人类诱导多能干细胞衍生的心肌细胞(hiPSC-CMs)组成的微组织施用钙通道阻滞剂(CCB)硝苯地平后的最初几个小时,我们观察到该药物的疗效有明显的变化。在此,我们研究了CCB药效的这些时间变化是否与心肌细胞膜上钙离子通道表达的适应性有关。为了探讨这个问题,我们采用了最近开发的一个数学模型,该模型描述了细胞内钙离子浓度对钙离子通道表达的调控。根据该模型,当细胞内钙浓度下降到某一目标水平以下时,钙离子通道就会上调。如果钙离子通道的上调是由钙离子通道抑制剂引起的,那么这种上调就会抵消药物对钙电流的抑制作用。我们利用随时间变化的 hiPSC-CMs 动态测量结果,并通过改进现有的肌细胞动作电位数学模型,将钙离子通道数量的动态性质纳入其中,对这一假设进行了评估。修订后的模型预测,CCB 诱导的细胞内钙浓度降低会导致钙离子通道表达随之增加,从而削弱药物的整体疗效。数据和拟合模型表明,心脏细胞在CCB作用下的动态变化可以通过诱导的蛋白质表达变化来解释,这可能会给理解钙基药物对心脏的影响带来挑战,除非仔细考虑应用的时机。
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来源期刊
NPJ Systems Biology and Applications
NPJ Systems Biology and Applications Mathematics-Applied Mathematics
CiteScore
5.80
自引率
0.00%
发文量
46
审稿时长
8 weeks
期刊介绍: npj Systems Biology and Applications is an online Open Access journal dedicated to publishing the premier research that takes a systems-oriented approach. The journal aims to provide a forum for the presentation of articles that help define this nascent field, as well as those that apply the advances to wider fields. We encourage studies that integrate, or aid the integration of, data, analyses and insight from molecules to organisms and broader systems. Important areas of interest include not only fundamental biological systems and drug discovery, but also applications to health, medical practice and implementation, big data, biotechnology, food science, human behaviour, broader biological systems and industrial applications of systems biology. We encourage all approaches, including network biology, application of control theory to biological systems, computational modelling and analysis, comprehensive and/or high-content measurements, theoretical, analytical and computational studies of system-level properties of biological systems and computational/software/data platforms enabling such studies.
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