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Computational design of custom therapeutic cells to correct failing human cardiomyocytes

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...

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Detalles Bibliográficos
Autores principales: Tieu, Andrew, Phillips, Katherine G., Costa, Kevin D., Mayourian, Joshua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894098/
https://www.ncbi.nlm.nih.gov/pubmed/36743445
http://dx.doi.org/10.3389/fsysb.2023.1102467
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author Tieu, Andrew
Phillips, Katherine G.
Costa, Kevin D.
Mayourian, Joshua
author_facet Tieu, Andrew
Phillips, Katherine G.
Costa, Kevin D.
Mayourian, Joshua
author_sort Tieu, Andrew
collection PubMed
description 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.
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spelling pubmed-98940982023-02-02 Computational design of custom therapeutic cells to correct failing human cardiomyocytes Tieu, Andrew Phillips, Katherine G. Costa, Kevin D. Mayourian, Joshua Front Syst Biol Article 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. 2023 2023-01-18 /pmc/articles/PMC9894098/ /pubmed/36743445 http://dx.doi.org/10.3389/fsysb.2023.1102467 Text en https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Article
Tieu, Andrew
Phillips, Katherine G.
Costa, Kevin D.
Mayourian, Joshua
Computational design of custom therapeutic cells to correct failing human cardiomyocytes
title Computational design of custom therapeutic cells to correct failing human cardiomyocytes
title_full Computational design of custom therapeutic cells to correct failing human cardiomyocytes
title_fullStr Computational design of custom therapeutic cells to correct failing human cardiomyocytes
title_full_unstemmed Computational design of custom therapeutic cells to correct failing human cardiomyocytes
title_short Computational design of custom therapeutic cells to correct failing human cardiomyocytes
title_sort computational design of custom therapeutic cells to correct failing human cardiomyocytes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894098/
https://www.ncbi.nlm.nih.gov/pubmed/36743445
http://dx.doi.org/10.3389/fsysb.2023.1102467
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