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Rispoli P, Scandiuzzi Piovesan T, Decorti G, Stocco G, Lucafò M. iPSCs as a groundbreaking tool for the study of adverse drug reactions: A new avenue for personalized therapy. WIREs Mech Dis 2024; 16:e1630. [PMID: 37770042 DOI: 10.1002/wsbm.1630] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 07/10/2023] [Accepted: 09/07/2023] [Indexed: 10/03/2023]
Abstract
Induced pluripotent stem cells (iPSCs), obtained by reprogramming different somatic cell types, represent a promising tool for the study of drug toxicities, especially in the context of personalized medicine. Indeed, these cells retain the same genetic heritage of the donor, allowing the development of personalized models. In addition, they represent a useful tool for the study of adverse drug reactions (ADRs) in special populations, such as pediatric patients, which are often poorly represented in clinical trials due to ethical issues. Particularly, iPSCs can be differentiated into any tissue of the human body, following several protocols which use different stimuli to induce specific differentiation processes. Differentiated cells also maintain the genetic heritage of the donor, and therefore are suitable for personalized pharmacological studies; moreover, iPSC-derived differentiated cells are a valuable tool for the investigation of the mechanisms underlying the physiological differentiation processes. iPSCs-derived organoids represent another important tool for the study of ADRs. Precisely, organoids are in vitro 3D models which better represent the native organ, both from a structural and a functional point of view. Moreover, in the same way as iPSC-derived 2D models, iPSC-derived organoids are appropriate personalized models since they retain the genetic heritage of the donor. In comparison to other in vitro models, iPSC-derived organoids present advantages in terms of versatility, patient-specificity, and ethical issues. This review aims to provide an updated report of the employment of iPSCs, and 2D and 3D models derived from these, for the study of ADRs. This article is categorized under: Cancer > Stem Cells and Development.
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Affiliation(s)
- Paola Rispoli
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
| | | | - Giuliana Decorti
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
- Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Gabriele Stocco
- Department of Medicine, Surgery and Health Sciences, University of Trieste, Trieste, Italy
- Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy
| | - Marianna Lucafò
- Department of Life Sciences, University of Trieste, Trieste, Italy
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2
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Tamargo-Rubio I, Simpson AB, Hoogerland JA, Fu J. Human induced pluripotent stem cell-derived liver-on-a-chip for studying drug metabolism: the challenge of the cytochrome P450 family. Front Pharmacol 2023; 14:1223108. [PMID: 37448965 PMCID: PMC10338083 DOI: 10.3389/fphar.2023.1223108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 06/20/2023] [Indexed: 07/18/2023] Open
Abstract
The liver is the primary organ responsible for the detoxification and metabolism of drugs. To date, a lack of preclinical models that accurately emulate drug metabolism by the human liver presents a significant challenge in the drug development pipeline, particularly for predicting drug efficacy and toxicity. In recent years, emerging microfluidic-based organ-on-a-chip (OoC) technologies, combined with human induced pluripotent stem cell (hiPSC) technology, present a promising avenue for the complete recapitulation of human organ biology in a patient-specific manner. However, hiPSC-derived organoids and liver-on-a-chip models have so far failed to sufficiently express cytochrome P450 monooxygenase (CYP450) enzymes, the key enzymes involved in first-pass metabolism, which limits the effectiveness and translatability of these models in drug metabolism studies. This review explores the potential of innovative organoid and OoC technologies for studying drug metabolism and discusses their existing drawbacks, such as low expression of CYP450 genes. Finally, we postulate potential approaches for enhancing CYP450 expression in the hope of paving the way toward developing novel, fully representative liver drug-metabolism models.
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Affiliation(s)
- Isabel Tamargo-Rubio
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Anna Bella Simpson
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Joanne A. Hoogerland
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Jingyuan Fu
- Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
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3
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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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4
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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: 8] [Impact Index Per Article: 8.0] [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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5
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Hepatic Polarized Differentiation Promoted the Maturity and Liver Function of Human Embryonic Stem Cell-Derived Hepatocytes via Activating Hippo and AMPK Signaling Pathways. Cells 2022; 11:cells11244117. [PMID: 36552880 PMCID: PMC9776724 DOI: 10.3390/cells11244117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/05/2022] [Accepted: 12/15/2022] [Indexed: 12/24/2022] Open
Abstract
Hepatocytes exhibit a multi-polarized state under the in vivo physiological environment, however, human embryonic stem cell-derived hepatocytes (hEHs) rarely exhibit polarity features in a two-dimensional (2D) condition. Thus, we hypothesized whether the polarized differentiation might enhance the maturity and liver function of hEHs. In this study, we obtained the polarized hEHs (phEHs) by using 2D differentiation in conjunct with employing transwell-based polarized culture. Our results showed that phEHs directionally secreted albumin, urea and bile acids, and afterward, the apical membrane and blood-bile barrier (BBIB) were identified to form in phEHs. Moreover, phEHs exhibited a higher maturity and capacitity of cellular secretory and drug metabolism than those of non-phEHs. Through transcriptome analysis, it was found that the polarized differentiation induced obvious changes in gene expression profiles of cellular adhesion and membrane transport in hEHs. Our further investigation revealed that the activation of Hippo and AMPK signaling pathways made contributions to the regulation of function and cellular polarity in phEHs, further verifying that the liver function of hEHs was closely related with their polarization state. These results not only demonstrated that the polarized differentiation enhanced the maturity and liver function of hEHs, but also identified the molecular targets that regulated the polarization state of hEHs.
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6
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Caipa Garcia AL, Arlt VM, Phillips DH. Organoids for toxicology and genetic toxicology: applications with drugs and prospects for environmental carcinogenesis. Mutagenesis 2022; 37:143-154. [PMID: 34147034 PMCID: PMC9071088 DOI: 10.1093/mutage/geab023] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 06/17/2021] [Indexed: 12/19/2022] Open
Abstract
Advances in three-dimensional (3D) cell culture technology have led to the development of more biologically and physiologically relevant models to study organ development, disease, toxicology and drug screening. Organoids have been derived from many mammalian tissues, both normal and tumour, from adult stem cells and from pluripotent stem cells. Tissue organoids can retain many of the cell types and much of the structure and function of the organ of origin. Organoids derived from pluripotent stem cells display increased complexity compared with organoids derived from adult stem cells. It has been shown that organoids express many functional xenobiotic-metabolising enzymes including cytochrome P450s (CYPs). This has benefitted the drug development field in facilitating pre-clinical testing of more personalised treatments and in developing large toxicity and efficacy screens for a range of compounds. In the field of environmental and genetic toxicology, treatment of organoids with various compounds has generated responses that are close to those obtained in primary tissues and in vivo models, demonstrating the biological relevance of these in vitro multicellular 3D systems. Toxicological investigations of compounds in different tissue organoids have produced promising results indicating that organoids will refine future studies on the effects of environmental exposures and carcinogenic risk to humans. With further development and standardised procedures, advancing our understanding on the metabolic capabilities of organoids will help to validate their use to investigate the modes of action of environmental carcinogens.
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Affiliation(s)
- Angela L Caipa Garcia
- Department of Analytical, Environmental and Forensic Sciences, School of Population Health and Environmental Sciences, King’s College London, London, SE1 9NH, UK
| | - Volker M Arlt
- Department of Analytical, Environmental and Forensic Sciences, School of Population Health and Environmental Sciences, King’s College London, London, SE1 9NH, UK
| | - David H Phillips
- Department of Analytical, Environmental and Forensic Sciences, School of Population Health and Environmental Sciences, King’s College London, London, SE1 9NH, UK
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7
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Chang M, Bogacheva MS, Lou YR. Challenges for the Applications of Human Pluripotent Stem Cell-Derived Liver Organoids. Front Cell Dev Biol 2021; 9:748576. [PMID: 34660606 PMCID: PMC8517247 DOI: 10.3389/fcell.2021.748576] [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: 07/28/2021] [Accepted: 09/08/2021] [Indexed: 12/14/2022] Open
Abstract
The current organoid culture systems allow pluripotent and adult stem cells to self-organize to form three-dimensional (3D) structures that provide a faithful recapitulation of the architecture and function of in vivo organs. In particular, human pluripotent stem cell-derived liver organoids (PSC-LOs) can be used in regenerative medicine and preclinical applications, such as disease modeling and drug discovery. New bioengineering tools, such as microfluidics, biomaterial scaffolds, and 3D bioprinting, are combined with organoid technologies to increase the efficiency of hepatic differentiation and enhance the functional maturity of human PSC-LOs by precise control of cellular microenvironment. Long-term stabilization of hepatocellular functions of in vitro liver organoids requires the combination of hepatic endodermal, endothelial, and mesenchymal cells. To improve the biological function and scalability of human PSC-LOs, bioengineering methods have been used to identify diverse and zonal hepatocyte populations in liver organoids for capturing heterogeneous pathologies. Therefore, constructing engineered liver organoids generated from human PSCs will be an extremely versatile tool in in vitro disease models and regenerative medicine in future. In this review, we aim to discuss the recent advances in bioengineering technologies in liver organoid culture systems that provide a timely and necessary study to model disease pathology and support drug discovery in vitro and to generate cell therapy products for transplantation.
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Affiliation(s)
- Mingyang Chang
- Department of Clinical Pharmacy and Drug Administration, School of Pharmacy, Fudan University, Shanghai, China
| | - Mariia S. Bogacheva
- Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland
| | - Yan-Ru Lou
- Department of Clinical Pharmacy and Drug Administration, School of Pharmacy, Fudan University, Shanghai, China
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8
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Deylam M, Alizadeh E, Sarikhani M, Hejazy M, Firouzamandi M. Zinc oxide nanoparticles promote the aging process in a size-dependent manner. JOURNAL OF MATERIALS SCIENCE. MATERIALS IN MEDICINE 2021; 32:128. [PMID: 34591206 PMCID: PMC8484102 DOI: 10.1007/s10856-021-06602-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 09/05/2021] [Indexed: 05/15/2023]
Abstract
Zinc oxide (ZnO) nanoparticles (NPs) are generally utilized in cosmetic goods, sheds, biosensors, and delivery of drug. As in vitro ideal systems, mesenchymal stem cells (MSCs) are used to test acute toxicity. In the present study, size-dependent cytotoxicity effects of ZnO NPs on MSCs were assessed. Bone marrow and adipose MSCs were treated with ZnO NPs with average sizes of 10-30 and 35-45 nm. The 5 and 10 µg/ml concentrations of ZnO NP were found to be the safe concentrations for the NP sizes of 10-30 and 35-45 nm, respectively. Cell-cycle analysis indicated that the small size of ZnO NPs has more negative effects on the process of cell entry to DNA synthesis when compared to the larger size. The results of the β-galactosidase test showed the promotion of the aging process in the cells treated with the smaller size of ZnO NPs. Both sizes of the NP were found to upregulate the aging-related genes NF-kB and p53 and downregulate the anti-aging gene Nanog. To sum up, the smaller size of ZnO NPs can enhance the aging process in the cells.
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Affiliation(s)
- Mahla Deylam
- Department of Pathobiology, Faculty of Veterinary Medicine, University of Tabriz, Tabriz, Iran
| | - Effat Alizadeh
- Department of Medical Biotechnology, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Manizheh Sarikhani
- Department of Pathobiology, Faculty of Veterinary Medicine, University of Tabriz, Tabriz, Iran
| | - Marzie Hejazy
- Department of Basic Science, Faculty of Veterinary Medicine, University of Tabriz, Tabriz, Iran
| | - Masoumeh Firouzamandi
- Department of Pathobiology, Faculty of Veterinary Medicine, University of Tabriz, Tabriz, Iran.
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Anti-aging effects of peppermint (Mentha piperita L.) and Shirazi thyme (Zataria multiflora Boiss.) plant extracts. FOOD BIOSCI 2021. [DOI: 10.1016/j.fbio.2021.100930] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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10
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Tabernilla A, dos Santos Rodrigues B, Pieters A, Caufriez A, Leroy K, Van Campenhout R, Cooreman A, Gomes AR, Arnesdotter E, Gijbels E, Vinken M. In Vitro Liver Toxicity Testing of Chemicals: A Pragmatic Approach. Int J Mol Sci 2021; 22:5038. [PMID: 34068678 PMCID: PMC8126138 DOI: 10.3390/ijms22095038] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 05/04/2021] [Accepted: 05/05/2021] [Indexed: 02/07/2023] Open
Abstract
The liver is among the most frequently targeted organs by noxious chemicals of diverse nature. Liver toxicity testing using laboratory animals not only raises serious ethical questions, but is also rather poorly predictive of human safety towards chemicals. Increasing attention is, therefore, being paid to the development of non-animal and human-based testing schemes, which rely to a great extent on in vitro methodology. The present paper proposes a rationalized tiered in vitro testing strategy to detect liver toxicity triggered by chemicals, in which the first tier is focused on assessing general cytotoxicity, while the second tier is aimed at identifying liver-specific toxicity as such. A state-of-the-art overview is provided of the most commonly used in vitro assays that can be used in both tiers. Advantages and disadvantages of each assay as well as overall practical considerations are discussed.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Mathieu Vinken
- Department of Pharmaceutical and Pharmacological Sciences, Vrije Universiteit Brussel, Laarbeeklaan 103, 1090 Brussels, Belgium; (A.T.); (B.d.S.R.); (A.P.); (A.C.); (K.L.); (R.V.C.); (A.C.); (A.R.G.); (E.A.); (E.G.)
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11
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Ahmed U, Ahmed R, Masoud MS, Tariq M, Ashfaq UA, Augustine R, Hasan A. Stem cells based in vitro models: trends and prospects in biomaterials cytotoxicity studies. Biomed Mater 2021; 16:042003. [PMID: 33686970 DOI: 10.1088/1748-605x/abe6d8] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Advanced biomaterials are increasingly used for numerous medical applications from the delivery of cancer-targeted therapeutics to the treatment of cardiovascular diseases. The issues of foreign body reactions induced by biomaterials must be controlled for preventing treatment failure. Therefore, it is important to assess the biocompatibility and cytotoxicity of biomaterials on cell culture systems before proceeding to in vivo studies in animal models and subsequent clinical trials. Direct use of biomaterials on animals create technical challenges and ethical issues and therefore, the use of non-animal models such as stem cell cultures could be useful for determination of their safety. However, failure to recapitulate the complex in vivo microenvironment have largely restricted stem cell cultures for testing the cytotoxicity of biomaterials. Nevertheless, properties of stem cells such as their self-renewal and ability to differentiate into various cell lineages make them an ideal candidate for in vitro screening studies. Furthermore, the application of stem cells in biomaterials screening studies may overcome the challenges associated with the inability to develop a complex heterogeneous tissue using primary cells. Currently, embryonic stem cells, adult stem cells, and induced pluripotent stem cells are being used as in vitro preliminary biomaterials testing models with demonstrated advantages over mature primary cell or cell line based in vitro models. This review discusses the status and future directions of in vitro stem cell-based cultures and their derivatives such as spheroids and organoids for the screening of their safety before their application to animal models and human in translational research.
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Affiliation(s)
- Uzair Ahmed
- Department of Bioinformatics and Biotechnology, Government College University Faisalabad, Faisalabad 38000 Punjab, Pakistan
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12
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MacFarlane EM, Bruin JE. Human Pluripotent Stem Cells: A Unique Tool for Toxicity Testing in Pancreatic Progenitor and Endocrine Cells. Front Endocrinol (Lausanne) 2021; 11:604998. [PMID: 33542706 PMCID: PMC7851047 DOI: 10.3389/fendo.2020.604998] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 11/27/2020] [Indexed: 12/18/2022] Open
Abstract
Diabetes prevalence is increasing worldwide, and epidemiological studies report an association between diabetes incidence and environmental pollutant exposure. There are >84,000 chemicals in commerce, many of which are released into the environment without a clear understanding of potential adverse health consequences. While in vivo rodent studies remain an important tool for testing chemical toxicity systemically, we urgently need high-throughput screening platforms in biologically relevant models to efficiently prioritize chemicals for in depth toxicity analysis. Given the increasing global burden of obesity and diabetes, identifying chemicals that disrupt metabolism should be a high priority. Pancreatic endocrine cells are key regulators of systemic metabolism, yet often overlooked as a target tissue in toxicology studies. Immortalized β-cell lines and primary human, porcine, and rodent islets are widely used for studying the endocrine pancreas in vitro, but each have important limitations in terms of scalability, lifespan, and/or biological relevance. Human pluripotent stem cell (hPSC) culture is a powerful tool for in vitro toxicity testing that addresses many of the limitations with other β-cell models. Current in vitro differentiation protocols can efficiently generate glucose-responsive insulin-secreting β-like cells that are not fully mature, but still valuable for high-throughput toxicity screening in vitro. Furthermore, hPSCs can be applied as a model of developing pancreatic endocrine cells to screen for chemicals that influence endocrine cell formation during critical windows of differentiation. Given their versatility, we recommend using hPSCs to identify potential β-cell toxins, which can then be prioritized as chemicals of concern for metabolic disruption.
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Affiliation(s)
| | - Jennifer E. Bruin
- Department of Biology & Institute of Biochemistry, Carleton University, Ottawa, ON, Canada
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13
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Kumar N, Sridharan D, Palaniappan A, Dougherty JA, Czirok A, Isai DG, Mergaye M, Angelos MG, Powell HM, Khan M. Scalable Biomimetic Coaxial Aligned Nanofiber Cardiac Patch: A Potential Model for "Clinical Trials in a Dish". Front Bioeng Biotechnol 2020; 8:567842. [PMID: 33042968 PMCID: PMC7525187 DOI: 10.3389/fbioe.2020.567842] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Accepted: 08/13/2020] [Indexed: 12/12/2022] Open
Abstract
Recent advances in cardiac tissue engineering have shown that human induced-pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) cultured in a three-dimensional (3D) micro-environment exhibit superior physiological characteristics compared with their two-dimensional (2D) counterparts. These 3D cultured hiPSC-CMs have been used for drug testing as well as cardiac repair applications. However, the fabrication of a cardiac scaffold with optimal biomechanical properties and high biocompatibility remains a challenge. In our study, we fabricated an aligned polycaprolactone (PCL)-Gelatin coaxial nanofiber patch using electrospinning. The structural, chemical, and mechanical properties of the patch were assessed by scanning electron microscopy (SEM), immunocytochemistry (ICC), Fourier-transform infrared spectroscopy (FTIR)-spectroscopy, and tensile testing. hiPSC-CMs were cultured on the aligned coaxial patch for 2 weeks and their viability [lactate dehydrogenase (LDH assay)], morphology (SEM, ICC), and functionality [calcium cycling, multielectrode array (MEA)] were assessed. Furthermore, particle image velocimetry (PIV) and MEA were used to evaluate the cardiotoxicity and physiological functionality of the cells in response to cardiac drugs. Nanofibers patches were comprised of highly aligned core-shell fibers with an average diameter of 578 ± 184 nm. Acellular coaxial patches were significantly stiffer than gelatin alone with an ultimate tensile strength of 0.780 ± 0.098 MPa, but exhibited gelatin-like biocompatibility. Furthermore, hiPSC-CMs cultured on the surface of these aligned coaxial patches (3D cultures) were elongated and rod-shaped with well-organized sarcomeres, as observed by the expression of cardiac troponin-T and α-sarcomeric actinin. Additionally, hiPSC-CMs cultured on these coaxial patches formed a functional syncytium evidenced by the expression of connexin-43 (Cx-43) and synchronous calcium transients. Moreover, MEA analysis showed that the hiPSC-CMs cultured on aligned patches showed an improved response to cardiac drugs like Isoproterenol (ISO), Verapamil (VER), and E4031, compared to the corresponding 2D cultures. Overall, our results demonstrated that an aligned, coaxial 3D cardiac patch can be used for culturing of hiPSC-CMs. These biomimetic cardiac patches could further be used as a potential 3D in vitro model for "clinical trials in a dish" and for in vivo cardiac repair applications for treating myocardial infarction.
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Affiliation(s)
- Naresh Kumar
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Divya Sridharan
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Arunkumar Palaniappan
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Centre for Biomaterials, Cellular and Molecular Theranostics, Vellore Institute of Technology, Vellore, India
| | - Julie A. Dougherty
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Andras Czirok
- Department of Anatomy and Cell Biology, University of Kansas Medical Center, Kansas City, KS, United States
| | - Dona Greta Isai
- Department of Biomedical Engineering, The Ohio State University, Columbus, OH, United States
| | - Muhamad Mergaye
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Mark G. Angelos
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
| | - Heather M. Powell
- Department of Biomedical Engineering, The Ohio State University, Columbus, OH, United States
- Department of Materials Science and Engineering, The Ohio State University, Columbus, OH, United States
- Research Department, Shriners Hospitals for Children, Cincinnati, OH, United States
| | - Mahmood Khan
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Dorothy M. Davis Heart & Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, United States
- Department of Physiology and Cell Biology, The Ohio State University Wexner Medical Center, Columbus, OH, United States
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Ikeyama Y, Sato T, Takemura A, Sekine S, Ito K. Hypoxia/reoxygenation exacerbates drug-induced cytotoxicity by opening mitochondrial permeability transition pore: Possible application for toxicity screening. Toxicol In Vitro 2020; 67:104889. [PMID: 32417306 DOI: 10.1016/j.tiv.2020.104889] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/12/2020] [Accepted: 05/12/2020] [Indexed: 12/17/2022]
Abstract
Recently, mitochondrial dysfunction is thought of as an important factor leading to a drug-induced liver injury. Our previous reports show that mitochondria-related toxicity, including respiratory chain inhibition (RCI) and reactive oxygen species (ROS) induction, can be detected by the modification of sugar resource substitution and high oxygen condition. However, this in vitro model does not detect mitochondrial permeability transition (MPT)-induced toxicity. Another study with a lipopolysaccharide-pre-administered rodent model showed that ischemia/reperfusion induced ROS, sensitized the susceptibility of MPT pore opening and, finally developed drug-induced liver toxicity. Based on this result, the present study investigated the effect of hypoxia/reoxygenation (H/R) treatment mimicking the ischemia/reperfusion on MPT-dependent toxicity, aiming to construct a system that can evaluate MPT by drugs in hepatocytes. Mitochondrial ROS were enhanced by H/R treatment only in the galactose culture condition. Amiodarone, benzbromarone, flutamide and troglitazone which induced MPT pore opening led to hepatocyte death only in combination with H/R and galactose. Moreover, this alteration was significantly suppressed in hepatocytes lacking cyclophilin D. In conclusion, MPT-induced cytotoxicity can be detected by activating mitochondrial function and H/R. This cell-based assay system could evaluate MPT induced-cytotoxicity by drugs, besides RCI and ROS induction.
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Affiliation(s)
- Yugo Ikeyama
- The Laboratory of Biopharmaceutics, Graduate School of Pharmaceutical Sciences, Chiba University, Inohana 1-8-1, Chuo-ku, Chiba 260-8675, Japan
| | - Tomoyuki Sato
- The Laboratory of Biopharmaceutics, Graduate School of Pharmaceutical Sciences, Chiba University, Inohana 1-8-1, Chuo-ku, Chiba 260-8675, Japan
| | - Akinori Takemura
- The Laboratory of Biopharmaceutics, Graduate School of Pharmaceutical Sciences, Chiba University, Inohana 1-8-1, Chuo-ku, Chiba 260-8675, Japan
| | - Shuichi Sekine
- The Laboratory of Biopharmaceutics, Graduate School of Pharmaceutical Sciences, Chiba University, Inohana 1-8-1, Chuo-ku, Chiba 260-8675, Japan
| | - Kousei Ito
- The Laboratory of Biopharmaceutics, Graduate School of Pharmaceutical Sciences, Chiba University, Inohana 1-8-1, Chuo-ku, Chiba 260-8675, Japan.
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15
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Fey SJ, Korzeniowska B, Wrzesinski K. Response to and recovery from treatment in human liver-mimetic clinostat spheroids: a model for assessing repeated-dose drug toxicity. Toxicol Res (Camb) 2020; 9:379-389. [PMID: 32905230 PMCID: PMC7467243 DOI: 10.1093/toxres/tfaa033] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Revised: 05/12/2020] [Accepted: 05/13/2020] [Indexed: 01/28/2023] Open
Abstract
Medicines are usually prescribed for repeated use over shorter or longer times. Unfortunately, repeated-dose animal toxicity studies do not correlate well with observations in man. As emphasized by the '3Rs' and the desire to phase-out animal research, in vitro models are needed. One potential approach uses clinostat-cultured 3D HepG2-C3A liver-mimetic spheroids. They take 18 days to recover in vivo physiological functionality and reach a metabolic equilibrium, which is thereafter stable for a year. Acute and chronic repeated-dose studies of six drugs (amiodarone, diclofenac, metformin, phenformin, paracetamol and valproic acid) suggest that spheroids are more predictive of human in vivo toxicity than either 2D-cultured HepG2 cells or primary human hepatocytes. Repeated non-lethal treatment results in a clear response and return to equilibrium. Mitochondrial toxic compounds can be identified using a galactose-based medium. Some drugs induced a protective (or stress) response that intensifies after the second treatment. This 3D spheroid model is inexpensive, highly reproducible and well-suited for the determination of repeated-dose toxicity of compounds (naturally or chemically synthesized).
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Affiliation(s)
- Stephen J Fey
- CelVivo ApS, Middelfartvej 469, DK-5491 Blommenslyst, Denmark
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16
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The Recent Progress in Nanotoxicology and Nanosafety from the Point of View of Both Toxicology and Ecotoxicology. Int J Mol Sci 2020; 21:ijms21124209. [PMID: 32545694 PMCID: PMC7352574 DOI: 10.3390/ijms21124209] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 06/10/2020] [Indexed: 01/11/2023] Open
Abstract
This editorial aims to summarize the 14 scientific papers contributed to the Special Issue “Nanotoxicology and nanosafety 2.0 from the point of view of both toxicology and ecotoxicology”.
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17
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Brown DG, Smith GF, Wobst HJ. Promiscuity of in Vitro Secondary Pharmacology Assays and Implications for Lead Optimization Strategies. J Med Chem 2019; 63:6251-6275. [PMID: 31714773 DOI: 10.1021/acs.jmedchem.9b01625] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
We conducted an analysis on screening data generated from 1445 compounds against a panel of 130 enzymes, ion channels, and receptors to assess secondary pharmacological risks. Hit rates of these targets as well as physicochemical properties for those hits were evaluated. A majority of targets yielded hits with higher clogP, molecular weight, and more basic character than inactive compounds. Although most targets favored lipophilic hits, the average clogP of hits at a given target did not correlate with its hit rate. Furthermore, a matched pair analysis was completed to determine structural changes that impacted off-target activities. A correlation of binding assays used in this analysis illustrated that some pharmacologically related binding assays are highly correlative and may be substituted for a smaller set of surrogate assays.
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Affiliation(s)
- Dean G Brown
- Hit Discovery, Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Waltham, Massachusetts 02451, United States
| | - Graham F Smith
- Data Science and Artificial Intelligence, Clinical Pharmacology & Safety Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge CB4 0WG, United Kingdom
| | - Heike J Wobst
- Neuroscience, BioPharmaceuticals R&D, AstraZeneca, Waltham, Massachusetts 02451, United States
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18
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Lee HA, Kwon M, Kim HA, Kim KS. Antitumor profiles and cardiac electrophysiological effects of aurora kinase inhibitor ZM447439. THE KOREAN JOURNAL OF PHYSIOLOGY & PHARMACOLOGY : OFFICIAL JOURNAL OF THE KOREAN PHYSIOLOGICAL SOCIETY AND THE KOREAN SOCIETY OF PHARMACOLOGY 2019; 23:393-402. [PMID: 31496876 PMCID: PMC6717794 DOI: 10.4196/kjpp.2019.23.5.393] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 08/08/2019] [Accepted: 08/08/2019] [Indexed: 11/15/2022]
Abstract
Aurora kinases inhibitors, including ZM447439 (ZM), which suppress cell division, have attracted a great deal of attention as potential novel anti-cancer drugs. Several recent studies have confirmed the anti-cancer effects of ZM in various cancer cell lines. However, there have been no studies regarding the cardiac safety of this agent. We performed several cytotoxicity, invasion and migration assays to examine the anti-cancer effects of ZM. To evaluate the potential effects of ZM on cardiac repolarisation, whole-cell patch-clamp experiments were performed with human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) and cells with heterogeneous cardiac ion channel expression. We also conducted a contractility assay with rat ventricular myocytes to determine the effects of ZM on myocardial contraction and/or relaxation. In tests to determine in vitro efficacy, ZM inhibited the proliferation of A549, H1299 (lung cancer), MCF-7 (breast cancer) and HepG2 (hepatoma) cell lines with IC50 in the submicromolar range, and attenuated the invasive and metastatic capacity of A549 cells. In cardiac toxicity testing, ZM did not significantly affect INa, IKs or IK1, but decreased IhERG in a dose-dependent manner (IC50: 6.53 µM). In action potential (AP) assay using hiPSC-CMs, ZM did not induce any changes in AP parameters up to 3 µM, but it at 10 µM induced prolongation of AP duration. In summary, ZM showed potent broad-spectrum anti-tumor activity, but relatively low levels of cardiac side effects compared to the effective doses to tumor. Therefore, ZM has a potential to be a candidate as an anti-cancer with low cardiac toxicity.
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Affiliation(s)
- Hyang-Ae Lee
- R&D Center for Advanced Pharmaceuticals & Evaluation, Korea Institute of Toxicology, Korea Research Institute of Chemical Technology, Daejeon 34114, Korea
| | - Miso Kwon
- R&D Center for Advanced Pharmaceuticals & Evaluation, Korea Institute of Toxicology, Korea Research Institute of Chemical Technology, Daejeon 34114, Korea.,Fertility Center, CHA Bunding Medical Center, CHA University, Seongnam 13496, Korea
| | - Hyeon-A Kim
- R&D Center for Advanced Pharmaceuticals & Evaluation, Korea Institute of Toxicology, Korea Research Institute of Chemical Technology, Daejeon 34114, Korea
| | - Ki-Suk Kim
- R&D Center for Advanced Pharmaceuticals & Evaluation, Korea Institute of Toxicology, Korea Research Institute of Chemical Technology, Daejeon 34114, Korea
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19
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Sakamoto K, Sakatoku K, Sugimoto S, Iwasaki N, Sano Y, Yamaguchi M, Kurokawa J. Continued exposure of anti-cancer drugs to human iPS cell-derived cardiomyocytes can unmask their cardiotoxic effects. J Pharmacol Sci 2019; 140:345-349. [PMID: 31521491 DOI: 10.1016/j.jphs.2019.08.005] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 08/16/2019] [Accepted: 08/21/2019] [Indexed: 11/18/2022] Open
Abstract
Although the cardiotoxicity of anti-cancer drugs is an important issue, the underlying mechanisms remain unknown. To develop a sensitive assay system for cardiotoxicity, we examined effects of anti-cancer drugs on contractile functions of human iPS cell-derived cardiomyocytes by using non-invasive motion field imaging analysis with extended drug exposure time. We succeeded in continuously measuring stable contractile function. The continued exposure revealed that the difference in cardiotoxicity between cardiotoxic doxorubicin and less toxic erlotinib was more evident after 8 days of treatment than with 3 days of treatment, suggesting that continued exposure improved the predictive power for cardiotoxicity of anti-cancer drugs.
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Affiliation(s)
- Kazuho Sakamoto
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | - Kohei Sakatoku
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | - Shintaro Sugimoto
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | - Nanami Iwasaki
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | - Yusuke Sano
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | - Masahiko Yamaguchi
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | - Junko Kurokawa
- Department of Bio-Informational Pharmacology, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka 422-8526, Japan.
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