Cargando…
A mathematical model of hiPSC cardiomyocytes electromechanics
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...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617339/ https://www.ncbi.nlm.nih.gov/pubmed/34825519 http://dx.doi.org/10.14814/phy2.15124 |
_version_ | 1784604503798972416 |
---|---|
author | Forouzandehmehr, Mohamadamin Koivumäki, Jussi T. Hyttinen, Jari Paci, Michelangelo |
author_facet | Forouzandehmehr, Mohamadamin Koivumäki, Jussi T. Hyttinen, Jari Paci, Michelangelo |
author_sort | Forouzandehmehr, Mohamadamin |
collection | PubMed |
description | 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(50) and RT(25)), 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. |
format | Online Article Text |
id | pubmed-8617339 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86173392021-11-30 A mathematical model of hiPSC cardiomyocytes electromechanics Forouzandehmehr, Mohamadamin Koivumäki, Jussi T. Hyttinen, Jari Paci, Michelangelo Physiol Rep Original Articles 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(50) and RT(25)), 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. John Wiley and Sons Inc. 2021-11-25 /pmc/articles/PMC8617339/ /pubmed/34825519 http://dx.doi.org/10.14814/phy2.15124 Text en © 2021 The Authors. Physiological Reports published by Wiley Periodicals LLC on behalf of The Physiological Society and the American Physiological Society. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Forouzandehmehr, Mohamadamin Koivumäki, Jussi T. Hyttinen, Jari Paci, Michelangelo A mathematical model of hiPSC cardiomyocytes electromechanics |
title | A mathematical model of hiPSC cardiomyocytes electromechanics |
title_full | A mathematical model of hiPSC cardiomyocytes electromechanics |
title_fullStr | A mathematical model of hiPSC cardiomyocytes electromechanics |
title_full_unstemmed | A mathematical model of hiPSC cardiomyocytes electromechanics |
title_short | A mathematical model of hiPSC cardiomyocytes electromechanics |
title_sort | mathematical model of hipsc cardiomyocytes electromechanics |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617339/ https://www.ncbi.nlm.nih.gov/pubmed/34825519 http://dx.doi.org/10.14814/phy2.15124 |
work_keys_str_mv | AT forouzandehmehrmohamadamin amathematicalmodelofhipsccardiomyocyteselectromechanics AT koivumakijussit amathematicalmodelofhipsccardiomyocyteselectromechanics AT hyttinenjari amathematicalmodelofhipsccardiomyocyteselectromechanics AT pacimichelangelo amathematicalmodelofhipsccardiomyocyteselectromechanics AT forouzandehmehrmohamadamin mathematicalmodelofhipsccardiomyocyteselectromechanics AT koivumakijussit mathematicalmodelofhipsccardiomyocyteselectromechanics AT hyttinenjari mathematicalmodelofhipsccardiomyocyteselectromechanics AT pacimichelangelo mathematicalmodelofhipsccardiomyocyteselectromechanics |