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SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes
RATIONALE: Human induced pluripotent stem cell–derived cardiomyocytes (hiPSC-CMs) in combination with CRISPR/Cas9 genome editing provide unparalleled opportunities to study cardiac biology and disease. However, sarcomeres, the fundamental units of myocyte contraction, are immature and nonlinear in h...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6485312/ https://www.ncbi.nlm.nih.gov/pubmed/30700234 http://dx.doi.org/10.1161/CIRCRESAHA.118.314505 |
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author | Toepfer, Christopher N. Sharma, Arun Cicconet, Marcelo Garfinkel, Amanda C. Mücke, Michael Neyazi, Meraj Willcox, Jon A.L. Agarwal, Radhika Schmid, Manuel Rao, Jyoti Ewoldt, Jourdan Pourquié, Olivier Chopra, Anant Chen, Christopher S. Seidman, Jonathan G. Seidman, Christine E. |
author_facet | Toepfer, Christopher N. Sharma, Arun Cicconet, Marcelo Garfinkel, Amanda C. Mücke, Michael Neyazi, Meraj Willcox, Jon A.L. Agarwal, Radhika Schmid, Manuel Rao, Jyoti Ewoldt, Jourdan Pourquié, Olivier Chopra, Anant Chen, Christopher S. Seidman, Jonathan G. Seidman, Christine E. |
author_sort | Toepfer, Christopher N. |
collection | PubMed |
description | RATIONALE: Human induced pluripotent stem cell–derived cardiomyocytes (hiPSC-CMs) in combination with CRISPR/Cas9 genome editing provide unparalleled opportunities to study cardiac biology and disease. However, sarcomeres, the fundamental units of myocyte contraction, are immature and nonlinear in hiPSC-CMs, which technically challenge accurate functional interrogation of contractile parameters in beating cells. Furthermore, existing analysis methods are relatively low-throughput, indirectly assess contractility, or only assess well-aligned sarcomeres found in mature cardiac tissues. OBJECTIVE: We aimed to develop an analysis platform that directly, rapidly, and automatically tracks sarcomeres in beating cardiomyocytes. The platform should assess sarcomere content, contraction and relaxation parameters, and beat rate. METHODS AND RESULTS: We developed SarcTrack, a MatLab software that monitors fluorescently tagged sarcomeres in hiPSC-CMs. The algorithm determines sarcomere content, sarcomere length, and returns rates of sarcomere contraction and relaxation. By rapid measurement of hundreds of sarcomeres in each hiPSC-CM, SarcTrack provides large data sets for robust statistical analyses of multiple contractile parameters. We validated SarcTrack by analyzing drug-treated hiPSC-CMs, confirming the contractility effects of compounds that directly activate (CK-1827452) or inhibit (MYK-461) myosin molecules or indirectly alter contractility (verapamil and propranolol). SarcTrack analysis of hiPSC-CMs carrying a heterozygous truncation variant in the myosin-binding protein C (MYBPC3) gene, which causes hypertrophic cardiomyopathy, recapitulated seminal disease phenotypes including cardiac hypercontractility and diminished relaxation, abnormalities that normalized with MYK-461 treatment. CONCLUSIONS: SarcTrack provides a direct and efficient method to quantitatively assess sarcomere function. By improving existing contractility analysis methods and overcoming technical challenges associated with functional evaluation of hiPSC-CMs, SarcTrack enhances translational prospects for sarcomere-regulating therapeutics and accelerates interrogation of human cardiac genetic variants. |
format | Online Article Text |
id | pubmed-6485312 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-64853122019-05-29 SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes Toepfer, Christopher N. Sharma, Arun Cicconet, Marcelo Garfinkel, Amanda C. Mücke, Michael Neyazi, Meraj Willcox, Jon A.L. Agarwal, Radhika Schmid, Manuel Rao, Jyoti Ewoldt, Jourdan Pourquié, Olivier Chopra, Anant Chen, Christopher S. Seidman, Jonathan G. Seidman, Christine E. Circ Res New Methods in Cardiovascular Biology RATIONALE: Human induced pluripotent stem cell–derived cardiomyocytes (hiPSC-CMs) in combination with CRISPR/Cas9 genome editing provide unparalleled opportunities to study cardiac biology and disease. However, sarcomeres, the fundamental units of myocyte contraction, are immature and nonlinear in hiPSC-CMs, which technically challenge accurate functional interrogation of contractile parameters in beating cells. Furthermore, existing analysis methods are relatively low-throughput, indirectly assess contractility, or only assess well-aligned sarcomeres found in mature cardiac tissues. OBJECTIVE: We aimed to develop an analysis platform that directly, rapidly, and automatically tracks sarcomeres in beating cardiomyocytes. The platform should assess sarcomere content, contraction and relaxation parameters, and beat rate. METHODS AND RESULTS: We developed SarcTrack, a MatLab software that monitors fluorescently tagged sarcomeres in hiPSC-CMs. The algorithm determines sarcomere content, sarcomere length, and returns rates of sarcomere contraction and relaxation. By rapid measurement of hundreds of sarcomeres in each hiPSC-CM, SarcTrack provides large data sets for robust statistical analyses of multiple contractile parameters. We validated SarcTrack by analyzing drug-treated hiPSC-CMs, confirming the contractility effects of compounds that directly activate (CK-1827452) or inhibit (MYK-461) myosin molecules or indirectly alter contractility (verapamil and propranolol). SarcTrack analysis of hiPSC-CMs carrying a heterozygous truncation variant in the myosin-binding protein C (MYBPC3) gene, which causes hypertrophic cardiomyopathy, recapitulated seminal disease phenotypes including cardiac hypercontractility and diminished relaxation, abnormalities that normalized with MYK-461 treatment. CONCLUSIONS: SarcTrack provides a direct and efficient method to quantitatively assess sarcomere function. By improving existing contractility analysis methods and overcoming technical challenges associated with functional evaluation of hiPSC-CMs, SarcTrack enhances translational prospects for sarcomere-regulating therapeutics and accelerates interrogation of human cardiac genetic variants. Lippincott Williams & Wilkins 2019-04-12 2019-04-11 /pmc/articles/PMC6485312/ /pubmed/30700234 http://dx.doi.org/10.1161/CIRCRESAHA.118.314505 Text en © 2019 The Authors. Circulation Research is published on behalf of the American Heart Association, Inc., by Wolters Kluwer Health, Inc. This is an open access article under the terms of the Creative Commons Attribution (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution, and reproduction in any medium, provided that the original work is properly cited. |
spellingShingle | New Methods in Cardiovascular Biology Toepfer, Christopher N. Sharma, Arun Cicconet, Marcelo Garfinkel, Amanda C. Mücke, Michael Neyazi, Meraj Willcox, Jon A.L. Agarwal, Radhika Schmid, Manuel Rao, Jyoti Ewoldt, Jourdan Pourquié, Olivier Chopra, Anant Chen, Christopher S. Seidman, Jonathan G. Seidman, Christine E. SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes |
title | SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes |
title_full | SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes |
title_fullStr | SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes |
title_full_unstemmed | SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes |
title_short | SarcTrack: An Adaptable Software Tool for Efficient Large-Scale Analysis of Sarcomere Function in hiPSC-Cardiomyocytes |
title_sort | sarctrack: an adaptable software tool for efficient large-scale analysis of sarcomere function in hipsc-cardiomyocytes |
topic | New Methods in Cardiovascular Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6485312/ https://www.ncbi.nlm.nih.gov/pubmed/30700234 http://dx.doi.org/10.1161/CIRCRESAHA.118.314505 |
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