Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart

Heart development is a complex process, tightly regulated by numerous molecular mechanisms. Key components of the regulatory network underlying heart development are transcription factors (TFs) and microRNAs (miRNAs), yet limited investigation of the role of miRNAs in heart development has taken pla...

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Main Authors: Davood Sabour, Rui S.R. Machado, José P. Pinto, Susan Rohani, Raja G.A. Sahito, Jürgen Hescheler, Matthias E. Futschik, Agapios Sachinidis
Format: Article
Language:English
Published: Elsevier 2018-09-01
Series:Molecular Therapy: Nucleic Acids
Online Access:http://www.sciencedirect.com/science/article/pii/S2162253118300969
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spelling doaj-0ee95c9e9ca84144b6e4c225320b1aa32020-11-24T23:14:07ZengElsevierMolecular Therapy: Nucleic Acids2162-25312018-09-0112158173Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated HeartDavood Sabour0Rui S.R. Machado1José P. Pinto2Susan Rohani3Raja G.A. Sahito4Jürgen Hescheler5Matthias E. Futschik6Agapios Sachinidis7University of Cologne (UKK), Institute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), Robert-Koch-Str. 39, 50931 Cologne, Germany; Department of Genetics, Faculty of Medicine, Babol University of Medical Sciences, 47134 Babol, IranSystems Biology and Bioinformatics Laboratory (SysBioLab), Center for Biomedical Research (CBMR), University of Algarve, Campus de Gambelas, 8005-139 Faro, PortugalSystems Biology and Bioinformatics Laboratory (SysBioLab), Center for Biomedical Research (CBMR), University of Algarve, Campus de Gambelas, 8005-139 Faro, PortugalUniversity of Cologne (UKK), Institute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), Robert-Koch-Str. 39, 50931 Cologne, GermanyUniversity of Cologne (UKK), Institute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), Robert-Koch-Str. 39, 50931 Cologne, GermanyUniversity of Cologne (UKK), Institute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), Robert-Koch-Str. 39, 50931 Cologne, GermanySystems Biology and Bioinformatics Laboratory (SysBioLab), Center for Biomedical Research (CBMR), University of Algarve, Campus de Gambelas, 8005-139 Faro, Portugal; Centre of Marine Sciences (CCMAR), University of Algarve, 8005-139 Faro, Portugal; School of Biomedical Sciences, Faculty of Medicine and Dentistry, Institute of Translational and Stratified Medicine (ITSMED), University of Plymouth, Plymouth PL6 8BU, UK; Corresponding author: Matthias E. Futschik, School of Biomedical Sciences, Faculty of Medicine and Dentistry, Institute of Translational and Stratified Medicine (ITSMED), University of Plymouth, Plymouth PL6 8BU, UK.University of Cologne (UKK), Institute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), Robert-Koch-Str. 39, 50931 Cologne, Germany; Corresponding author: Agapios Sachinidis, University of Cologne (UKK), Institute of Neurophysiology and Center for Molecular Medicine Cologne (CMMC), Robert-Koch-Str. 39, 50931 Cologne, Germany.Heart development is a complex process, tightly regulated by numerous molecular mechanisms. Key components of the regulatory network underlying heart development are transcription factors (TFs) and microRNAs (miRNAs), yet limited investigation of the role of miRNAs in heart development has taken place. Here, we report the first parallel genome-wide profiling of polyadenylated RNAs and miRNAs in a developing murine heart. These data enable us to identify dynamic activation or repression of numerous biological processes and signaling pathways. More than 200 miRNAs and 25 long non-coding RNAs were differentially expressed during embryonic heart development compared to the mature heart; most of these had not been previously associated with cardiogenesis. Integrative analysis of expression data and potential regulatory interactions suggested 28 miRNAs as novel regulators of embryonic heart development, representing a considerable expansion of the current repertoire of known cardiac miRNAs. To facilitate follow-up investigations, we constructed HeartMiR (http://heartmir.sysbiolab.eu), an open access database and interactive visualization tool for the study of gene regulation by miRNAs during heart development. Keywords: genomics, miRNA and gene expression, heart development, HeartMiR database, bioinformatics, signal transduction pathways, transcription factors, transcriptomics, microarrays, gene ontologieshttp://www.sciencedirect.com/science/article/pii/S2162253118300969
collection DOAJ
language English
format Article
sources DOAJ
author Davood Sabour
Rui S.R. Machado
José P. Pinto
Susan Rohani
Raja G.A. Sahito
Jürgen Hescheler
Matthias E. Futschik
Agapios Sachinidis
spellingShingle Davood Sabour
Rui S.R. Machado
José P. Pinto
Susan Rohani
Raja G.A. Sahito
Jürgen Hescheler
Matthias E. Futschik
Agapios Sachinidis
Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart
Molecular Therapy: Nucleic Acids
author_facet Davood Sabour
Rui S.R. Machado
José P. Pinto
Susan Rohani
Raja G.A. Sahito
Jürgen Hescheler
Matthias E. Futschik
Agapios Sachinidis
author_sort Davood Sabour
title Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart
title_short Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart
title_full Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart
title_fullStr Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart
title_full_unstemmed Parallel Genome-wide Profiling of Coding and Non-coding RNAs to Identify Novel Regulatory Elements in Embryonic and Maturated Heart
title_sort parallel genome-wide profiling of coding and non-coding rnas to identify novel regulatory elements in embryonic and maturated heart
publisher Elsevier
series Molecular Therapy: Nucleic Acids
issn 2162-2531
publishDate 2018-09-01
description Heart development is a complex process, tightly regulated by numerous molecular mechanisms. Key components of the regulatory network underlying heart development are transcription factors (TFs) and microRNAs (miRNAs), yet limited investigation of the role of miRNAs in heart development has taken place. Here, we report the first parallel genome-wide profiling of polyadenylated RNAs and miRNAs in a developing murine heart. These data enable us to identify dynamic activation or repression of numerous biological processes and signaling pathways. More than 200 miRNAs and 25 long non-coding RNAs were differentially expressed during embryonic heart development compared to the mature heart; most of these had not been previously associated with cardiogenesis. Integrative analysis of expression data and potential regulatory interactions suggested 28 miRNAs as novel regulators of embryonic heart development, representing a considerable expansion of the current repertoire of known cardiac miRNAs. To facilitate follow-up investigations, we constructed HeartMiR (http://heartmir.sysbiolab.eu), an open access database and interactive visualization tool for the study of gene regulation by miRNAs during heart development. Keywords: genomics, miRNA and gene expression, heart development, HeartMiR database, bioinformatics, signal transduction pathways, transcription factors, transcriptomics, microarrays, gene ontologies
url http://www.sciencedirect.com/science/article/pii/S2162253118300969
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