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Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs

Bibliographic Details
Main Author: Machado, Rui
Publication Date: 2021
Other Authors: Sachinidis, Agapios, Futschik, Matthias
Format: Article
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/10400.1/17194
Summary: In vitro differentiation of embryonic stem cells (ESCs) provides a convenient basis for the study of microRNA-based gene regulation that is relevant for early cardiogenic processes. However, to which degree insights gained from in vitro differentiation models can be readily transferred to the in vivo system remains unclear. In this study, we profiled simultaneous genome-wide measurements of mRNAs and microRNAs (miRNAs) of differentiating murine ESCs (mESCs) and integrated putative miRNA-gene interactions to assess miRNA-driven gene regulation. To identify interactions conserved between in vivo and in vitro, we combined our analysis with a recent transcriptomic study of early murine heart development in vivo. We detected over 200 putative miRNA–mRNA interactions with conserved expression patterns that were indicative of gene regulation across the in vitro and in vivo studies. A substantial proportion of candidate interactions have been already linked to cardiogenesis, supporting the validity of our approach. Notably, we also detected miRNAs with expression patterns that closely resembled those of key developmental transcription factors. The approach taken in this study enabled the identification of miRNA interactions in in vitro models with potential relevance for early cardiogenic development. Such comparative approaches will be important for the faithful application of stem cells in cardiovascular research.
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spelling Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAsDetecção de novos reguladores potenciais de diferenciação de células-tronco e cardiogênese através de perfil combinado em todo o genoma de transcrições de codificação de proteínas e microRNAsStem cell differentiationGene regulationMicroRNAsTranscriptomicsCardiogenesisIn vitro differentiation of embryonic stem cells (ESCs) provides a convenient basis for the study of microRNA-based gene regulation that is relevant for early cardiogenic processes. However, to which degree insights gained from in vitro differentiation models can be readily transferred to the in vivo system remains unclear. In this study, we profiled simultaneous genome-wide measurements of mRNAs and microRNAs (miRNAs) of differentiating murine ESCs (mESCs) and integrated putative miRNA-gene interactions to assess miRNA-driven gene regulation. To identify interactions conserved between in vivo and in vitro, we combined our analysis with a recent transcriptomic study of early murine heart development in vivo. We detected over 200 putative miRNA–mRNA interactions with conserved expression patterns that were indicative of gene regulation across the in vitro and in vivo studies. A substantial proportion of candidate interactions have been already linked to cardiogenesis, supporting the validity of our approach. Notably, we also detected miRNAs with expression patterns that closely resembled those of key developmental transcription factors. The approach taken in this study enabled the identification of miRNA interactions in in vitro models with potential relevance for early cardiogenic development. Such comparative approaches will be important for the faithful application of stem cells in cardiovascular research.MDPISapientiaMachado, RuiSachinidis, AgapiosFutschik, Matthias2021-10-06T13:23:28Z2021-092021-09-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.1/17194eng10.3390/cells10092477info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-02-18T17:33:48Zoai:sapientia.ualg.pt:10400.1/17194Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T20:26:53.141001Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
Detecção de novos reguladores potenciais de diferenciação de células-tronco e cardiogênese através de perfil combinado em todo o genoma de transcrições de codificação de proteínas e microRNAs
title Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
spellingShingle Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
Machado, Rui
Stem cell differentiation
Gene regulation
MicroRNAs
Transcriptomics
Cardiogenesis
title_short Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
title_full Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
title_fullStr Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
title_full_unstemmed Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
title_sort Detection of novel potential regulators of stem cell differentiation and Cardiogenesis through Combined Genome-Wide profiling of Protein-Coding transcripts and microRNAs
author Machado, Rui
author_facet Machado, Rui
Sachinidis, Agapios
Futschik, Matthias
author_role author
author2 Sachinidis, Agapios
Futschik, Matthias
author2_role author
author
dc.contributor.none.fl_str_mv Sapientia
dc.contributor.author.fl_str_mv Machado, Rui
Sachinidis, Agapios
Futschik, Matthias
dc.subject.por.fl_str_mv Stem cell differentiation
Gene regulation
MicroRNAs
Transcriptomics
Cardiogenesis
topic Stem cell differentiation
Gene regulation
MicroRNAs
Transcriptomics
Cardiogenesis
description In vitro differentiation of embryonic stem cells (ESCs) provides a convenient basis for the study of microRNA-based gene regulation that is relevant for early cardiogenic processes. However, to which degree insights gained from in vitro differentiation models can be readily transferred to the in vivo system remains unclear. In this study, we profiled simultaneous genome-wide measurements of mRNAs and microRNAs (miRNAs) of differentiating murine ESCs (mESCs) and integrated putative miRNA-gene interactions to assess miRNA-driven gene regulation. To identify interactions conserved between in vivo and in vitro, we combined our analysis with a recent transcriptomic study of early murine heart development in vivo. We detected over 200 putative miRNA–mRNA interactions with conserved expression patterns that were indicative of gene regulation across the in vitro and in vivo studies. A substantial proportion of candidate interactions have been already linked to cardiogenesis, supporting the validity of our approach. Notably, we also detected miRNAs with expression patterns that closely resembled those of key developmental transcription factors. The approach taken in this study enabled the identification of miRNA interactions in in vitro models with potential relevance for early cardiogenic development. Such comparative approaches will be important for the faithful application of stem cells in cardiovascular research.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-06T13:23:28Z
2021-09
2021-09-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.1/17194
url http://hdl.handle.net/10400.1/17194
dc.language.iso.fl_str_mv eng
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dc.relation.none.fl_str_mv 10.3390/cells10092477
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