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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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.
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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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