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Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells
Animal studies for embryotoxicity evaluation of potential therapeutics and environmental factors are complex, costly, and time-consuming. Often, studies are not of human relevance because of species differences. In the present study, we recapitulated the process of cardiomyogenesis in human induced...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465524/ https://www.ncbi.nlm.nih.gov/pubmed/37644023 http://dx.doi.org/10.1038/s41420-023-01616-6 |
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author | Cherianidou, Anna Kappenberg, Franziska Seidel, Florian Acharya, Aviseka Papazoglou, Panagiota Srinivasan, Sureshkumar Perumal Hescheler, Jürgen Peng, Luying Leist, Marcel Hengstler, Jan G. Rahnenführer, Jörg Sachinidis, Agapios |
author_facet | Cherianidou, Anna Kappenberg, Franziska Seidel, Florian Acharya, Aviseka Papazoglou, Panagiota Srinivasan, Sureshkumar Perumal Hescheler, Jürgen Peng, Luying Leist, Marcel Hengstler, Jan G. Rahnenführer, Jörg Sachinidis, Agapios |
author_sort | Cherianidou, Anna |
collection | PubMed |
description | Animal studies for embryotoxicity evaluation of potential therapeutics and environmental factors are complex, costly, and time-consuming. Often, studies are not of human relevance because of species differences. In the present study, we recapitulated the process of cardiomyogenesis in human induced pluripotent stem cells (hiPSCs) by modulation of the Wnt signaling pathway to identify a key cardiomyogenesis gene signature that can be applied to identify compounds and/or stress factors compromising the cardiomyogenesis process. Among the 23 tested teratogens and 16 non-teratogens, we identified three retinoids including 13-cis-retinoic acid that completely block the process of cardiomyogenesis in hiPSCs. Moreover, we have identified an early gene signature consisting of 31 genes and associated biological processes that are severely affected by the retinoids. To predict the inhibitory potential of teratogens and non-teratogens in the process of cardiomyogenesis we established the “Developmental Cardiotoxicity Index” (CDI(31g)) that accurately differentiates teratogens and non-teratogens to do or do not affect the differentiation of hiPSCs to functional cardiomyocytes. |
format | Online Article Text |
id | pubmed-10465524 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104655242023-08-31 Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells Cherianidou, Anna Kappenberg, Franziska Seidel, Florian Acharya, Aviseka Papazoglou, Panagiota Srinivasan, Sureshkumar Perumal Hescheler, Jürgen Peng, Luying Leist, Marcel Hengstler, Jan G. Rahnenführer, Jörg Sachinidis, Agapios Cell Death Discov Article Animal studies for embryotoxicity evaluation of potential therapeutics and environmental factors are complex, costly, and time-consuming. Often, studies are not of human relevance because of species differences. In the present study, we recapitulated the process of cardiomyogenesis in human induced pluripotent stem cells (hiPSCs) by modulation of the Wnt signaling pathway to identify a key cardiomyogenesis gene signature that can be applied to identify compounds and/or stress factors compromising the cardiomyogenesis process. Among the 23 tested teratogens and 16 non-teratogens, we identified three retinoids including 13-cis-retinoic acid that completely block the process of cardiomyogenesis in hiPSCs. Moreover, we have identified an early gene signature consisting of 31 genes and associated biological processes that are severely affected by the retinoids. To predict the inhibitory potential of teratogens and non-teratogens in the process of cardiomyogenesis we established the “Developmental Cardiotoxicity Index” (CDI(31g)) that accurately differentiates teratogens and non-teratogens to do or do not affect the differentiation of hiPSCs to functional cardiomyocytes. Nature Publishing Group UK 2023-08-29 /pmc/articles/PMC10465524/ /pubmed/37644023 http://dx.doi.org/10.1038/s41420-023-01616-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Cherianidou, Anna Kappenberg, Franziska Seidel, Florian Acharya, Aviseka Papazoglou, Panagiota Srinivasan, Sureshkumar Perumal Hescheler, Jürgen Peng, Luying Leist, Marcel Hengstler, Jan G. Rahnenführer, Jörg Sachinidis, Agapios Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
title | Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
title_full | Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
title_fullStr | Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
title_full_unstemmed | Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
title_short | Transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
title_sort | transcriptome-based prediction of drugs, inhibiting cardiomyogenesis in human induced pluripotent stem cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10465524/ https://www.ncbi.nlm.nih.gov/pubmed/37644023 http://dx.doi.org/10.1038/s41420-023-01616-6 |
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