用于修复衰竭人类心肌细胞的定制治疗性细胞的计算设计。
Computational design of custom therapeutic cells to correct failing human cardiomyocytes.
作者信息
Tieu Andrew, Phillips Katherine G, Costa Kevin D, Mayourian Joshua
机构信息
Cardiovascular Research Institute, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
Department of Cardiothoracic Surgery, NYU Langone Health, New York, NY, United States.
出版信息
Front Syst Biol. 2023;3. doi: 10.3389/fsysb.2023.1102467. Epub 2023 Jan 18.
BACKGROUND
Myocardial delivery of non-excitable cells-namely human mesenchymal stem cells (hMSCs) and c-kit cardiac interstitial cells (hCICs)-remains a promising approach for treating the failing heart. Recent empirical studies attempt to improve such therapies by genetically engineering cells to express specific ion channels, or by creating hybrid cells with combined channel expression. This study uses a computational modeling approach to test the hypothesis that custom hypothetical cells can be rationally designed to restore a healthy phenotype when coupled to human heart failure (HF) cardiomyocytes.
METHODS
Candidate custom cells were simulated with a combination of ion channels from non-excitable cells and healthy human cardiomyocytes (hCMs). Using a genetic algorithm-based optimization approach, candidate cells were accepted if a root mean square error (RMSE) of less than 50% relative to healthy hCM was achieved for both action potential and calcium transient waveforms for the cell-treated HF cardiomyocyte, normalized to the untreated HF cardiomyocyte.
RESULTS
Custom cells expressing only non-excitable ion channels were inadequate to restore a healthy cardiac phenotype when coupled to either fibrotic or non-fibrotic HF cardiomyocytes. In contrast, custom cells also expressing cardiac ion channels led to acceptable restoration of a healthy cardiomyocyte phenotype when coupled to fibrotic, but not non-fibrotic, HF cardiomyocytes. Incorporating the cardiomyocyte inward rectifier K channel was critical to accomplishing this phenotypic rescue while also improving single-cell action potential metrics associated with arrhythmias, namely resting membrane potential and action potential duration. The computational approach also provided insight into the rescue mechanisms, whereby heterocellular coupling enhanced cardiomyocyte L-type calcium current and promoted calcium-induced calcium release. Finally, as a therapeutically translatable strategy, we simulated delivery of hMSCs and hCICs genetically engineered to express the cardiomyocyte inward rectifier K channel, which decreased action potential and calcium transient RMSEs by at least 24% relative to control hMSCs and hCICs, with more favorable single-cell arrhythmia metrics.
CONCLUSION
Computational modeling facilitates exploration of customizable engineered cell therapies. Optimized cells expressing cardiac ion channels restored healthy action potential and calcium handling phenotypes in fibrotic HF cardiomyocytes and improved single-cell arrhythmia metrics, warranting further experimental validation studies of the proposed custom therapeutic cells.
背景
将非兴奋性细胞——即人间充质干细胞(hMSCs)和c-kit心脏间质细胞(hCICs)——输送至心肌,仍然是治疗心力衰竭心脏的一种有前景的方法。最近的实证研究试图通过对细胞进行基因工程改造以表达特定离子通道,或通过创建具有组合通道表达的杂交细胞来改进此类疗法。本研究采用计算建模方法来检验这一假设,即可以合理设计定制的假设细胞,使其与人类心力衰竭(HF)心肌细胞耦合时恢复健康表型。
方法
使用来自非兴奋性细胞和健康人类心肌细胞(hCMs)的离子通道组合对候选定制细胞进行模拟。采用基于遗传算法的优化方法,如果相对于健康hCM,经细胞处理的HF心肌细胞的动作电位和钙瞬变波形的均方根误差(RMSE)相对于未处理的HF心肌细胞归一化后小于50%,则接受候选细胞。
结果
当与纤维化或非纤维化HF心肌细胞耦合时,仅表达非兴奋性离子通道的定制细胞不足以恢复健康的心脏表型。相比之下,同时表达心脏离子通道的定制细胞在与纤维化而非非纤维化HF心肌细胞耦合时,能使健康心肌细胞表型得到可接受的恢复。纳入心肌内向整流钾通道对于实现这种表型挽救至关重要,同时还能改善与心律失常相关的单细胞动作电位指标,即静息膜电位和动作电位持续时间。该计算方法还深入了解了挽救机制,即异细胞耦合增强了心肌细胞L型钙电流并促进了钙诱导的钙释放。最后,作为一种可转化为治疗手段的策略,我们模拟了经基因工程改造以表达心肌内向整流钾通道的hMSCs和hCICs的递送,相对于对照hMSCs和hCICs,其动作电位和钙瞬变RMSE至少降低了24%,且单细胞心律失常指标更有利。
结论
计算建模有助于探索可定制的工程细胞疗法。表达心脏离子通道的优化细胞恢复了纤维化HF心肌细胞中健康的动作电位和钙处理表型,并改善了单细胞心律失常指标,这值得对所提出的定制治疗细胞进行进一步的实验验证研究。
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