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Tang X, Liu H, Rao R, Huang Y, Dong M, Xu M, Feng S, Shi X, Wang L, Wang Z, Zhou B. Modeling drug-induced mitochondrial toxicity with human primary cardiomyocytes. SCIENCE CHINA. LIFE SCIENCES 2024; 67:301-319. [PMID: 37864082 DOI: 10.1007/s11427-023-2369-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 05/16/2023] [Indexed: 10/22/2023]
Abstract
Mitochondrial toxicity induced by therapeutic drugs is a major contributor for cardiotoxicity, posing a serious threat to pharmaceutical industries and patients' lives. However, mitochondrial toxicity testing is not incorporated into routine cardiac safety screening procedures. To accurately model native human cardiomyocytes, we comprehensively evaluated mitochondrial responses of adult human primary cardiomyocytes (hPCMs) to a nucleoside analog, remdesivir (RDV). Comparison of their response to human pluripotent stem cell-derived cardiomyocytes revealed that the latter utilized a mitophagy-based mitochondrial recovery response that was absent in hPCMs. Accordingly, action potential duration was elongated in hPCMs, reflecting clinical incidences of RDV-induced QT prolongation. In a screen for mitochondrial protectants, we identified mitochondrial ROS as a primary mediator of RDV-induced cardiotoxicity. Our study demonstrates the utility of hPCMs in the detection of clinically relevant cardiac toxicities, and offers a framework for hPCM-based high-throughput screening of cardioprotective agents.
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Affiliation(s)
- Xiaoli Tang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Hong Liu
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Rongjia Rao
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Yafei Huang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Mengqi Dong
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Miaomiao Xu
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Shanshan Feng
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Xun Shi
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
| | - Li Wang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
- Shenzhen Key Laboratory of Cardiovascular Disease, Fuwai Hospital Chinese Academy of Medical Sciences, Shenzhen, Shenzhen, 518020, China
| | - Zengwu Wang
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China
- Department of Epidemiology, Cardiovascular Institute and Fuwai Hospital, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, 100037, China
| | - Bingying Zhou
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100037, China.
- Shenzhen Key Laboratory of Cardiovascular Disease, Fuwai Hospital Chinese Academy of Medical Sciences, Shenzhen, Shenzhen, 518020, China.
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Correia CD, Ferreira A, Fernandes MT, Silva BM, Esteves F, Leitão HS, Bragança J, Calado SM. Human Stem Cells for Cardiac Disease Modeling and Preclinical and Clinical Applications-Are We on the Road to Success? Cells 2023; 12:1727. [PMID: 37443761 PMCID: PMC10341347 DOI: 10.3390/cells12131727] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 06/08/2023] [Accepted: 06/15/2023] [Indexed: 07/15/2023] Open
Abstract
Cardiovascular diseases (CVDs) are pointed out by the World Health Organization (WHO) as the leading cause of death, contributing to a significant and growing global health and economic burden. Despite advancements in clinical approaches, there is a critical need for innovative cardiovascular treatments to improve patient outcomes. Therapies based on adult stem cells (ASCs) and embryonic stem cells (ESCs) have emerged as promising strategies to regenerate damaged cardiac tissue and restore cardiac function. Moreover, the generation of human induced pluripotent stem cells (iPSCs) from somatic cells has opened new avenues for disease modeling, drug discovery, and regenerative medicine applications, with fewer ethical concerns than those associated with ESCs. Herein, we provide a state-of-the-art review on the application of human pluripotent stem cells in CVD research and clinics. We describe the types and sources of stem cells that have been tested in preclinical and clinical trials for the treatment of CVDs as well as the applications of pluripotent stem-cell-derived in vitro systems to mimic disease phenotypes. How human stem-cell-based in vitro systems can overcome the limitations of current toxicological studies is also discussed. Finally, the current state of clinical trials involving stem-cell-based approaches to treat CVDs are presented, and the strengths and weaknesses are critically discussed to assess whether researchers and clinicians are getting closer to success.
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Affiliation(s)
- Cátia D. Correia
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Anita Ferreira
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Mónica T. Fernandes
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- School of Health, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Bárbara M. Silva
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Doctoral Program in Biomedical Sciences, Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Filipa Esteves
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Helena S. Leitão
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - José Bragança
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Champalimaud Research Program, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal
| | - Sofia M. Calado
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal; (C.D.C.); (A.F.); (M.T.F.); (B.M.S.); (F.E.); (H.S.L.); (J.B.)
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
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Correia CD, Ferreira A, Fernandes MT, Silva BM, Esteves F, Leitão HS, Bragança J, Calado SM. Human Stem Cells for Cardiac Disease Modeling and Preclinical and Clinical Applications—Are We on the Road to Success? Cells 2023; 12:1727. [DOI: https:/doi.org/10.3390/cells12131727] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/01/2023] Open
Abstract
Cardiovascular diseases (CVDs) are pointed out by the World Health Organization (WHO) as the leading cause of death, contributing to a significant and growing global health and economic burden. Despite advancements in clinical approaches, there is a critical need for innovative cardiovascular treatments to improve patient outcomes. Therapies based on adult stem cells (ASCs) and embryonic stem cells (ESCs) have emerged as promising strategies to regenerate damaged cardiac tissue and restore cardiac function. Moreover, the generation of human induced pluripotent stem cells (iPSCs) from somatic cells has opened new avenues for disease modeling, drug discovery, and regenerative medicine applications, with fewer ethical concerns than those associated with ESCs. Herein, we provide a state-of-the-art review on the application of human pluripotent stem cells in CVD research and clinics. We describe the types and sources of stem cells that have been tested in preclinical and clinical trials for the treatment of CVDs as well as the applications of pluripotent stem-cell-derived in vitro systems to mimic disease phenotypes. How human stem-cell-based in vitro systems can overcome the limitations of current toxicological studies is also discussed. Finally, the current state of clinical trials involving stem-cell-based approaches to treat CVDs are presented, and the strengths and weaknesses are critically discussed to assess whether researchers and clinicians are getting closer to success.
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Affiliation(s)
- Cátia D. Correia
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Anita Ferreira
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Mónica T. Fernandes
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- School of Health, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Bárbara M. Silva
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Doctoral Program in Biomedical Sciences, Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Filipa Esteves
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - Helena S. Leitão
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
| | - José Bragança
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Champalimaud Research Program, Champalimaud Centre for the Unknown, 1400-038 Lisbon, Portugal
| | - Sofia M. Calado
- Algarve Biomedical Center Research Institute (ABC-RI), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Algarve Biomedical Center (ABC), Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, Universidade do Algarve—Campus de Gambelas, 8005-139 Faro, Portugal
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Zhou Z, Peng H, Li J, Chen Z, Huo J, Zhou T. Real-time monitoring of the contractile properties of H9C2 cardiomyocytes by double resonator piezoelectric cytometry. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2023; 15:2839-2852. [PMID: 37272335 DOI: 10.1039/d3ay00254c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Testing the mechanical properties of cardiomyocytes plays an important role in the study of the physiological and pathological processes of constant contraction and diastole of the cardiovascular system. However, there is currently no satisfactory and dynamic technology to measure the mechanical properties of cardiomyocytes in a sustained manner, greatly affecting their practical application in clinical diagnosis and treatment evaluation. Herein, a double resonator piezoelectric cytometry (DRPC) technique was employed for dynamic monitoring of H9C2 cardiomyocyte adhesion and the effects of two cardiovascular drugs on the contractile properties of H9C2 cardiomyocytes, i.e., isoprenaline (ISO, a positive inotropic agent) and verapamil (VRP, a negative inotropic agent). Specifically, we used 9 MHz AT and BT-cut bare gold and transparent ITO electrodes and compared their dynamic adhesion to the two electrodes modified with RGD and gelatin respectively versus unmodified to measure the cell generated stress (ΔS) exerted on the quartz crystal surface by a population of cells and the cell viscoelastic index (CVI). We found that the DRPC technique can quantitatively measure the magnitude and direction of the generated forces during the adhesion process of the cells and under the effect of drugs. In conclusion, the technique presented in this study can be used for the simultaneous measurement of cell adhesion, traction force and viscoelasticity of living cells in a noninvasive, dynamic and continuous way, making it an ideal tool for assessing the population contractility of cardiomyocytes and evaluating the efficacy and toxicity of cardiovascular drugs.
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Affiliation(s)
- Zhen Zhou
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
- Hunan Provincial Engineering Technology Research Center for Cell Mechanics and Function Analysis, Changsha 410128, China
| | - Hange Peng
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
- Hunan Provincial Engineering Technology Research Center for Cell Mechanics and Function Analysis, Changsha 410128, China
| | - Jiali Li
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
- Hunan Provincial Engineering Technology Research Center for Cell Mechanics and Function Analysis, Changsha 410128, China
| | - Zhihui Chen
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
- Hunan Provincial Engineering Technology Research Center for Cell Mechanics and Function Analysis, Changsha 410128, China
| | - Jingyi Huo
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
- Hunan Provincial Engineering Technology Research Center for Cell Mechanics and Function Analysis, Changsha 410128, China
| | - Tiean Zhou
- College of Bioscience and Biotechnology, Hunan Agricultural University, Changsha 410128, China.
- Hunan Provincial Engineering Technology Research Center for Cell Mechanics and Function Analysis, Changsha 410128, China
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Wang C, Ramahdita G, Genin G, Huebsch N, Ma Z. Dynamic mechanobiology of cardiac cells and tissues: Current status and future perspective. BIOPHYSICS REVIEWS 2023; 4:011314. [PMID: 37008887 PMCID: PMC10062054 DOI: 10.1063/5.0141269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 03/08/2023] [Indexed: 03/31/2023]
Abstract
Mechanical forces impact cardiac cells and tissues over their entire lifespan, from development to growth and eventually to pathophysiology. However, the mechanobiological pathways that drive cell and tissue responses to mechanical forces are only now beginning to be understood, due in part to the challenges in replicating the evolving dynamic microenvironments of cardiac cells and tissues in a laboratory setting. Although many in vitro cardiac models have been established to provide specific stiffness, topography, or viscoelasticity to cardiac cells and tissues via biomaterial scaffolds or external stimuli, technologies for presenting time-evolving mechanical microenvironments have only recently been developed. In this review, we summarize the range of in vitro platforms that have been used for cardiac mechanobiological studies. We provide a comprehensive review on phenotypic and molecular changes of cardiomyocytes in response to these environments, with a focus on how dynamic mechanical cues are transduced and deciphered. We conclude with our vision of how these findings will help to define the baseline of heart pathology and of how these in vitro systems will potentially serve to improve the development of therapies for heart diseases.
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Affiliation(s)
| | - Ghiska Ramahdita
- Department of Biomedical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, USA
| | | | | | - Zhen Ma
- Authors to whom correspondence should be addressed: and
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Zhang D, Lü J, Ren Z, Zhang X, Wu H, Sa R, Wang X, Wang Y, Lin Z, Zhang B. Potential cardiotoxicity induced by Euodiae Fructus: In vivo and in vitro experiments and untargeted metabolomics research. Front Pharmacol 2022; 13:1028046. [PMID: 36353487 PMCID: PMC9637925 DOI: 10.3389/fphar.2022.1028046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 10/05/2022] [Indexed: 09/16/2023] Open
Abstract
Background: Euodiae Fructus, a well-known herbal medicine, is widely used in Asia and has also gained in popularity in Western countries over the last decades. It has known side effects, which have been observed in clinical settings, but few studies have reported on its cardiotoxicity. Methods: In the present study, experiments using techniques of untargeted metabolomics clarify the hazardous effects of Euodiae Fructus on cardiac function and metabolism in rats in situations of overdosage and unsuitable syndrome differentiation. In vitro assays are conducted to observe the toxic effects of evodiamine and rutaecarpine, two main chemical constituents of Euodiae Fructus, in H9c2 and neonatal rat cardiomyocytes (NRCMs), with their signaling mechanisms analyzed accordingly. Results: The cardiac cytotoxicity of evodiamine and rutaecarpine in in vivo experiments is associated with remarkable alterations in lactate dehydrogenase, creatine kinase, and mitochondrial membrane potential; also with increased intensity of calcium fluorescence, decreased protein expression of the cGMP-PKG pathway in H9c2 cells, and frequency of spontaneous beat in NRCMs. Additionally, the results in rats with Yin deficiency receiving a high-dosage of Euodiae Fructus suggest obvious cardiac physiological dysfunction, abnormal electrocardiogram, pathological injuries, and decreased expression of PKG protein. At the level of endogenous metabolites, the cardiac side effects of overdose and irrational usage of Euodiae Fructus relate to 34 differential metabolites and 10 metabolic pathways involving among others, the purine metabolism, the glycerophospholipid metabolism, the glycerolipid metabolism, and the sphingolipid metabolism. Conclusion: These findings shed new light on the cardiotoxicity induced by Euodiae Fructus, which might be associated with overdose and unsuitable syndrome differentiation, that comes from modulating the cGMP-PKG pathway and disturbing the metabolic pathways of purine, lipid, and amino acid. Continuing research is needed to ensure pharmacovigilance for the safe administration of Chinese herbs in the future.
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Affiliation(s)
- Dan Zhang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
| | - Jintao Lü
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
| | - Zhixin Ren
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
| | - Xiaomeng Zhang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Centre for Pharmacovigilance and Rational Use of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Huanzhang Wu
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
| | - Rina Sa
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Gansu Provincial Hospital, Lanzhou, China
| | - Xiaofang Wang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
| | - Yu Wang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Centre for Pharmacovigilance and Rational Use of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Zhijian Lin
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Centre for Pharmacovigilance and Rational Use of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
| | - Bing Zhang
- School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, China
- Centre for Pharmacovigilance and Rational Use of Chinese Medicine, Beijing University of Chinese Medicine, Beijing, China
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Wafer-Scale Patterning of Protein Templates for Hydrogel Fabrication. MICROMACHINES 2021; 12:mi12111386. [PMID: 34832798 PMCID: PMC8620583 DOI: 10.3390/mi12111386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 11/01/2021] [Accepted: 11/09/2021] [Indexed: 11/16/2022]
Abstract
Human-induced pluripotent stem cell-derived cardiomyocytes are a potentially unlimited cell source and promising patient-specific in vitro model of cardiac diseases. Yet, these cells are limited by immaturity and population heterogeneity. Current in vitro studies aiming at better understanding of the mechanical and chemical cues in the microenvironment that drive cellular maturation involve deformable materials and precise manipulation of the microenvironment with, for example, micropatterns. Such microenvironment manipulation most often involves microfabrication protocols which are time-consuming, require cleanroom facilities and photolithography expertise. Here, we present a method to increase the scale of the fabrication pipeline, thereby enabling large-batch generation of shelf-stable microenvironment protein templates on glass chips. This decreases fabrication time and allows for more flexibility in the subsequent steps, for example, in tuning the material properties and the selection of extracellular matrix or cell proteins. Further, the fabrication of deformable hydrogels has been optimized for compatibility with these templates, in addition to the templates being able to be used to acquire protein patterns directly on the glass chips. With our approach, we have successfully controlled the shapes of cardiomyocytes seeded on Matrigel-patterned hydrogels.
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Kim J, Shanmugasundaram A, Lee DW. Enhancement of cardiac contractility using gold-coated SU-8 cantilevers and their application to drug-induced cardiac toxicity tests. Analyst 2021; 146:6768-6779. [PMID: 34642716 DOI: 10.1039/d1an01337h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Herein, we propose an array of gold (Au)-coated SU-8 cantilevers with microgrooves for improved maturation of cardiomyocytes and describe its applications to drug-induced cardiac toxicity tests. Firstly, we evaluated the effect of cell culture substrates such as polydimethylsiloxane (PDMS), polyimide (PI), and SU-8 on the cardiomyocyte's maturation. Among these, the SU-8 with microgroove structures exhibits improved cardiomyocyte maturation. Further, thin layers of graphene and Au are coated on SU-8 substrates and the effects of these materials on cardiomyocyte maturation are evaluated by analyzing the expression of proteins such as alpha-actinin, Connexin 43 (Cx43), and Vinculin. While both conductive materials enhanced protein expression when compared to bare SU-8, the Au-coated SU-8 substrates demonstrated superior cardiomyocyte maturation. The cantilever structure is constructed using microgroove patterned SU-8 with and without an Au coating. The Au-coated SU-8 cantilever showed maximum displacement of 17.6 ± 0.3 μm on day 21 compared to bare SU-8 (14.2 ± 0.4 μm) owing to improved cardiomyocytes maturation. Verapamil and quinidine are used to characterize drug-induced changes in the contraction characteristics of cardiomyocytes on bare and Au-coated SU-8 cantilevers. The relative contraction forces and beat rates changed according to the calcium and sodium channel related drugs. Matured cardiomyocytes are less influenced by the drugs compared to immature cardiomyocytes and showed reliable IC50 values. These results indicate that the proposed Au-coated SU-8 cantilever array could help improve the accuracy of toxicity screening results by allowing for the use of cardiomyocytes that have been matured on the drug screening platform.
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Affiliation(s)
- Jongyun Kim
- Graduate School of Mechanical Engineering, Chonnam National University, Gwangju 61186, Republic of Korea
| | - Arunkumar Shanmugasundaram
- MEMS and Nanotechnology Laboratory, School of Mechanical Engineering, Chonnam National University, Gwangju 61186, Republic of Korea.
| | - Dong-Weon Lee
- MEMS and Nanotechnology Laboratory, School of Mechanical Engineering, Chonnam National University, Gwangju 61186, Republic of Korea. .,Center for Next-Generation Sensor Research and Development, Chonnam National University, Gwangju 61186, Republic of Korea.,Advanced Medical Device Research Center for Cardiovascular Disease, Chonnam National University, Gwangju 61186, Republic of Korea
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9
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Tsan YC, DePalma SJ, Zhao YT, Capilnasiu A, Wu YW, Elder B, Panse I, Ufford K, Matera DL, Friedline S, O'Leary TS, Wubshet N, Ho KKY, Previs MJ, Nordsletten D, Isom LL, Baker BM, Liu AP, Helms AS. Physiologic biomechanics enhance reproducible contractile development in a stem cell derived cardiac muscle platform. Nat Commun 2021; 12:6167. [PMID: 34697315 PMCID: PMC8546060 DOI: 10.1038/s41467-021-26496-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Accepted: 10/05/2021] [Indexed: 12/29/2022] Open
Abstract
Human pluripotent stem cell-derived cardiomyocytes (hPSC-CMs) allow investigations in a human cardiac model system, but disorganized mechanics and immaturity of hPSC-CMs on standard two-dimensional surfaces have been hurdles. Here, we developed a platform of micron-scale cardiac muscle bundles to control biomechanics in arrays of thousands of purified, independently contracting cardiac muscle strips on two-dimensional elastomer substrates with far greater throughput than single cell methods. By defining geometry and workload in this reductionist platform, we show that myofibrillar alignment and auxotonic contractions at physiologic workload drive maturation of contractile function, calcium handling, and electrophysiology. Using transcriptomics, reporter hPSC-CMs, and quantitative immunofluorescence, these cardiac muscle bundles can be used to parse orthogonal cues in early development, including contractile force, calcium load, and metabolic signals. Additionally, the resultant organized biomechanics facilitates automated extraction of contractile kinetics from brightfield microscopy imaging, increasing the accessibility, reproducibility, and throughput of pharmacologic testing and cardiomyopathy disease modeling. Investigations of human cardiac disease involving human pluripotent stem cell-derived cardiomyocytes are limited by the disorganized presentation of biomechanical cues resulting in cell immaturity. Here the authors develop a platform of micron-scale 2D cardiac muscle bundles to precisely deliver physiologic cues, improving reproducibility and throughput.
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Affiliation(s)
- Yao-Chang Tsan
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA.,Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Samuel J DePalma
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Yan-Ting Zhao
- Department of Pharmacology, University of Michigan, Ann Arbor, MI, USA
| | - Adela Capilnasiu
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Yu-Wei Wu
- Institute of Molecular Biology, Academia Sinica, NanKang, Taipei, Taiwan
| | - Brynn Elder
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Isabella Panse
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Kathryn Ufford
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Daniel L Matera
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Sabrina Friedline
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Thomas S O'Leary
- Molecular Physiology and Biophysics, University of Vermont, Burlington, VT, USA
| | - Nadab Wubshet
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Kenneth K Y Ho
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Michael J Previs
- Molecular Physiology and Biophysics, University of Vermont, Burlington, VT, USA
| | - David Nordsletten
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.,Department of Cardiovascular Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Lori L Isom
- Department of Pharmacology, University of Michigan, Ann Arbor, MI, USA.,Department of Neurology, University of Michigan, Ann Arbor, MI, USA.,Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA
| | - Brendon M Baker
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Allen P Liu
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA.,Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA.,Department of Biophysics, University of Michigan, Ann Arbor, MI, USA
| | - Adam S Helms
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA.
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10
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Zhang K, Cloonan PE, Sundaram S, Liu F, Das SL, Ewoldt JK, Bays JL, Tomp S, Toepfer CN, Marsiglia JDC, Gorham J, Reichart D, Eyckmans J, Seidman JG, Seidman CE, Chen CS. Plakophilin-2 truncating variants impair cardiac contractility by disrupting sarcomere stability and organization. SCIENCE ADVANCES 2021; 7:eabh3995. [PMID: 34652945 PMCID: PMC8519574 DOI: 10.1126/sciadv.abh3995] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Accepted: 08/25/2021] [Indexed: 05/10/2023]
Abstract
Progressive loss of cardiac systolic function in arrhythmogenic cardiomyopathy (ACM) has recently gained attention as an important clinical consideration in managing the disease. However, the mechanisms leading to reduction in cardiac contractility are poorly defined. Here, we use CRISPR gene editing to generate human induced pluripotent stem cells (iPSCs) that harbor plakophilin-2 truncating variants (PKP2tv), the most prevalent ACM-linked mutations. The PKP2tv iPSC–derived cardiomyocytes are shown to have aberrant action potentials and reduced systolic function in cardiac microtissues, recapitulating both the electrical and mechanical pathologies reported in ACM. By combining cell micropatterning with traction force microscopy and live imaging, we found that PKP2tvs impair cardiac tissue contractility by destabilizing cell-cell junctions and in turn disrupting sarcomere stability and organization. These findings highlight the interplay between cell-cell adhesions and sarcomeres required for stabilizing cardiomyocyte structure and function and suggest fundamental pathogenic mechanisms that may be shared among different types of cardiomyopathies.
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Affiliation(s)
- Kehan Zhang
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Paige E. Cloonan
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
| | - Subramanian Sundaram
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Feng Liu
- State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China
| | - Shoshana L. Das
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
- Harvard-MIT Program in Health Sciences and Technology, Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Jourdan K. Ewoldt
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Jennifer L. Bays
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | - Samuel Tomp
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
| | - Christopher N. Toepfer
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford OX3 9DU, UK
| | | | - Joshua Gorham
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Daniel Reichart
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Jeroen Eyckmans
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
| | | | - Christine E. Seidman
- Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Christopher S. Chen
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA
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11
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He C, Wei X, Liang T, Liu M, Jiang D, Zhuang L, Wang P. Quantifying the Compressive Force of 3D Cardiac Tissues via Calculating the Volumetric Deformation of Built-In Elastic Gelatin Microspheres. Adv Healthc Mater 2021; 10:e2001716. [PMID: 34197053 DOI: 10.1002/adhm.202001716] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 12/30/2020] [Indexed: 01/28/2023]
Abstract
Quantifying cardiac contractile force is of paramount important in studying mechanical heart failure and screening therapeutic drugs. However, most existing methods can only measure the in-plane component of twitch force of cardiomyocytes, such that mismatching the centripetal compressive stress of heart beating in physiology. Here, a non-destructive method is developed for quantifying the compressive stress and mapping the distribution of the local stress within the 3D cardiac tissues. In detail, elastic gelatin microspheres labeled with fluorescence beads are fabricated by microfluidic chips with high throughput, and they serve as built-in pressure sensors which are wrapped by cardiomyocytes in 3D tissues. The deformation of microspheres and the displacements of fluorescent beads induced by the contraction of cardiomyocytes are demonstrated to characterize the amount and distribution of the centripetal compressive stress. Further, the method shows a potent capability to locally quantify contractile force variation of 3D cardiac tissues, which is induced by agonist (norepinephrine) and inhibitor (blebbistatin). On the whole, the method significantly improves the 3D measurement of mechanical force in vitro and provides a solution for locally quantifying the compressive stress within engineered cardiac tissues.
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Affiliation(s)
- Chuanjiang He
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
- State Key Laboratory of Transducer Technology Chinese Academy of Sciences Shanghai 200050 China
| | - Xinwei Wei
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
| | - Tao Liang
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
| | - Mengxue Liu
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
| | - Deming Jiang
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
| | - Liujing Zhuang
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
| | - Ping Wang
- Biosensor National Special Laboratory Key Laboratory for Biomedical Engineering Ministry of Education Department of Biomedical Engineering Zhejiang University Hangzhou 310027 China
- State Key Laboratory of Transducer Technology Chinese Academy of Sciences Shanghai 200050 China
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12
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Dave N, Cetiner U, Arroyo D, Fonbuena J, Tiwari M, Barrera P, Lander N, Anishkin A, Sukharev S, Jimenez V. A novel mechanosensitive channel controls osmoregulation, differentiation, and infectivity in Trypanosoma cruzi. eLife 2021; 10:67449. [PMID: 34212856 PMCID: PMC8282336 DOI: 10.7554/elife.67449] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 07/01/2021] [Indexed: 12/19/2022] Open
Abstract
The causative agent of Chagas disease undergoes drastic morphological and biochemical modifications as it passes between hosts and transitions from extracellular to intracellular stages. The osmotic and mechanical aspects of these cellular transformations are not understood. Here we identify and characterize a novel mechanosensitive channel in Trypanosoma cruzi (TcMscS) belonging to the superfamily of small-conductance mechanosensitive channels (MscS). TcMscS is activated by membrane tension and forms a large pore permeable to anions, cations, and small osmolytes. The channel changes its location from the contractile vacuole complex in epimastigotes to the plasma membrane as the parasites develop into intracellular amastigotes. TcMscS knockout parasites show significant fitness defects, including increased cell volume, calcium dysregulation, impaired differentiation, and a dramatic decrease in infectivity. Our work provides mechanistic insights into components supporting pathogen adaptation inside the host, thus opening the exploration of mechanosensation as a prerequisite for protozoan infectivity.
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Affiliation(s)
- Noopur Dave
- Department of Biological Science, College of Natural Sciences and Mathematics, California State University Fullerton, Fullerton, United States
| | - Ugur Cetiner
- Department of Biology, University of Maryland, College Park, United States
| | - Daniel Arroyo
- Department of Biological Science, College of Natural Sciences and Mathematics, California State University Fullerton, Fullerton, United States
| | - Joshua Fonbuena
- Department of Biological Science, College of Natural Sciences and Mathematics, California State University Fullerton, Fullerton, United States
| | - Megna Tiwari
- Department of Biological Science, College of Natural Sciences and Mathematics, California State University Fullerton, Fullerton, United States
| | - Patricia Barrera
- Departmento de Biología, Facultad de Ciencias Exactas y Naturales, Instituto de Histologia y Embriologia IHEM-CONICET, Facultad de Medicina, Universidad Nacional de Cuyo, Mendoza, Argentina
| | - Noelia Lander
- Department of Biological Sciences, University of Cincinnati, Cincinnati, United States
| | - Andriy Anishkin
- Department of Biology, University of Maryland, College Park, United States
| | - Sergei Sukharev
- Department of Biology, University of Maryland, College Park, United States
| | - Veronica Jimenez
- Department of Biological Science, College of Natural Sciences and Mathematics, California State University Fullerton, Fullerton, United States
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13
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Ufford K, Friedline S, Tong Z, Tang VT, Dobbs AS, Tsan YC, Bielas SL, Liu AP, Helms AS. Myofibrillar Structural Variability Underlies Contractile Function in Stem Cell-Derived Cardiomyocytes. Stem Cell Reports 2021; 16:470-477. [PMID: 33577793 PMCID: PMC7940249 DOI: 10.1016/j.stemcr.2021.01.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Revised: 01/12/2021] [Accepted: 01/13/2021] [Indexed: 12/20/2022] Open
Abstract
Disease modeling and pharmaceutical testing using cardiomyocytes derived from induced pluripotent stem cells (iPSC-CMs) requires accurate assessment of contractile function. Micropatterning iPSC-CMs on elastic substrates controls cell shape and alignment to enable contractile studies, but determinants of intrinsic variability in this system have been incompletely characterized. The objective of this study was to determine the impact of myofibrillar structure on contractile function in iPSC-CMs. Automated analysis of micropatterned iPSC-CMs labeled with a cell-permeant F-actin dye revealed that myofibrillar abundance is widely variable among iPSC-CMs and strongly correlates with contractile function. This variability is not reduced by subcloning from single iPSCs and is independent of the iPSC-CM purification method. Controlling for myofibrillar structure reduces false-positive findings related to batch effect and improves sensitivity for pharmacologic testing and disease modeling. This analysis provides compelling evidence that myofibrillar structure should be assessed concurrently in studies investigating contractile function in iPSC-CMs. iPSC-cardiomyocytes (iPSC-CMs) exhibit marked variability in contractile function Myofibrillar structure and abundance correlates with iPSC-CM contractile function Myofibrillar variability is not diminished by single-cell subcloning Controlling for myofibrillar structure is important for iPSC-CM contractile studies
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Affiliation(s)
- Kathryn Ufford
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Sabrina Friedline
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Zhaowen Tong
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA
| | - Vi T Tang
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Amani S Dobbs
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Yao-Chang Tsan
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA; Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Stephanie L Bielas
- Department of Human Genetics, University of Michigan, Ann Arbor, MI, USA; Department of Neuroscience, University of Michigan, Ann Arbor, MI, USA
| | - Allen P Liu
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA; Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA; Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA; Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, MI, USA
| | - Adam S Helms
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, MI, USA.
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14
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Yadav S, Ta HT, Nguyen N. Mechanobiology in cardiology: Micro‐ and nanotechnologies to probe mechanosignaling. VIEW 2021. [DOI: 10.1002/viw.20200080] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Affiliation(s)
- Sharda Yadav
- Queensland Micro‐ and Nanotechnology Centre Griffith University Nathan Queensland Australia
| | - Hang T. Ta
- Queensland Micro‐ and Nanotechnology Centre Griffith University Nathan Queensland Australia
- School of Environment and Science Griffith University Nathan Queensland Australia
| | - Nam‐Trung Nguyen
- Queensland Micro‐ and Nanotechnology Centre Griffith University Nathan Queensland Australia
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