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...
Main Authors: | , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2018-09-01
|
Series: | Molecular Therapy: Nucleic Acids |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2162253118300969 |
id |
doaj-0ee95c9e9ca84144b6e4c225320b1aa3 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT davoodsabour parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT ruisrmachado parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT joseppinto parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT susanrohani parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT rajagasahito parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT jurgenhescheler parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT matthiasefutschik parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart AT agapiossachinidis parallelgenomewideprofilingofcodingandnoncodingrnastoidentifynovelregulatoryelementsinembryonicandmaturatedheart |
_version_ |
1725595873604272128 |