School of Mathematical Sciences, Rochester Institute of Technology, Rochester, New York 14623-5602, USA.
School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332-4017, USA.
Chaos. 2021 Feb;31(2):023139. doi: 10.1063/5.0040064.
Certain cardiac arrhythmias are preceded by electrical alternans, a state characterized by beat-to-beat alternation in cellular action potential duration. Cardiac alternans may arise from different mechanisms including instabilities in voltage or intracellular calcium cycling. Although a number of techniques have been proposed to suppress alternans, these methods have mainly been tested using models that do not support calcium-driven alternans. Therefore, it is important to understand how control methods may perform when alternans is driven by instabilities in calcium cycling. In this study, we applied controllability analysis to a discrete map of alternans dynamics in a cardiac cell. We compared two different controllability measures to determine to what extent different control strategies could suppress alternans and tested these predictions using three feedback controllers. We found a modal controllability measure, unlike the minimum singular value of the controllability matrix, consistently indicated the control strategies requiring the least control effort and yielding the smallest closed-loop eigenvalue. In addition, action potential duration was identified as the most effective variable through which control can be applied, regardless of alternans mechanism, although sarcoplasmic reticulum calcium load was also useful for the calcium-driven alternans cases.
某些心律失常之前会出现电交替现象,其特征是细胞动作电位持续时间逐搏交替。心脏电交替可能由不同的机制引起,包括电压或细胞内钙循环的不稳定性。尽管已经提出了许多抑制电交替的技术,但这些方法主要是在不支持钙驱动电交替的模型中进行测试的。因此,了解控制方法在钙循环不稳定性驱动电交替时的表现非常重要。在这项研究中,我们将可控性分析应用于心脏细胞电交替动力学的离散映射中。我们比较了两种不同的可控性度量,以确定不同的控制策略在多大程度上可以抑制电交替,并使用三种反馈控制器来测试这些预测。我们发现,与可控性矩阵的最小奇异值不同,模态可控性度量始终表明控制策略需要的控制努力最小,并且闭环特征值最小。此外,无论电交替机制如何,动作电位持续时间都被确定为最有效的控制变量,尽管肌浆网钙负荷对于钙驱动的电交替情况也很有用。