Integrative Bioinformatic Analyses of Global Transcriptome Data Decipher Novel Molecular Insights into Cardiac Anti-Fibrotic Therapies.


Journal

International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791

Informations de publication

Date de publication:
02 Jul 2020
Historique:
received: 09 06 2020
revised: 27 06 2020
accepted: 28 06 2020
entrez: 8 7 2020
pubmed: 8 7 2020
medline: 17 2 2021
Statut: epublish

Résumé

Integrative bioinformatics is an emerging field in the big data era, offering a steadily increasing number of algorithms and analysis tools. However, for researchers in experimental life sciences it is often difficult to follow and properly apply the bioinformatical methods in order to unravel the complexity and systemic effects of omics data. Here, we present an integrative bioinformatics pipeline to decipher crucial biological insights from global transcriptome profiling data to validate innovative therapeutics. It is available as a web application for an interactive and simplified analysis without the need for programming skills or deep bioinformatics background. The approach was applied to an ex vivo cardiac model treated with natural anti-fibrotic compounds and we obtained new mechanistic insights into their anti-fibrotic action and molecular interplay with miRNAs in cardiac fibrosis. Several gene pathways associated with proliferation, extracellular matrix processes and wound healing were altered, and we could identify micro (mi) RNA-21-5p and miRNA-223-3p as key molecular components related to the anti-fibrotic treatment. Importantly, our pipeline is not restricted to a specific cell type or disease and can be broadly applied to better understand the unprecedented level of complexity in big data research.

Identifiants

pubmed: 32630753
pii: ijms21134727
doi: 10.3390/ijms21134727
pmc: PMC7370212
pii:
doi:

Substances chimiques

MicroRNAs 0
RNA, Messenger 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Bundesministerium für Bildung, Wissenschaft und Forschung
ID : Era-Net grant 01KT1801, MIRACUM Consortium grant 01ZZ1801A, Foundation Leducq, ERA Network grant EXPERT
Organisme : Deutsche Forschungsgemeinschaft
ID : KFO FOR311-2, TH903/20-1
Organisme : BHF Centre for Regenerative Medicine at Imperial College London
ID : RM/17/1/33377
Organisme : Molecular Medicine program of the Hannover Biomedical Research School (HBRS)
ID : PhD fellowship

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Auteurs

Maximilian Fuchs (M)

Chair of Medical Informatics, Friedrich-Alexander University (FAU) of Erlangen-Nürnberg, 91058 Erlangen, Germany.
Functional Genomics and Systems Biology Group, Department of Bioinformatics, University of Würzburg, 97074 Würzburg, Germany.

Fabian Philipp Kreutzer (FP)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.

Lorenz A Kapsner (LA)

Medical Center for Information and Communication Technology, Universitätsklinikum Erlangen, 91054 Erlangen, Germany.

Saskia Mitzka (S)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.

Annette Just (A)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.

Filippo Perbellini (F)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.
National Heart and Lung Institute, Imperial College London, Du Cane Road, London W12 0NN, UK.

Cesare M Terracciano (CM)

National Heart and Lung Institute, Imperial College London, Du Cane Road, London W12 0NN, UK.

Ke Xiao (K)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.

Robert Geffers (R)

Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany.

Christian Bogdan (C)

Mikrobiologisches Institut-Klinische Mikrobiologie, Immunologie und Hygiene, Universitätsklinikum Erlangen and Friedrich-Alexander Universität (FAU) Erlangen-Nürnberg, 91054 Erlangen, Germany.

Hans-Ulrich Prokosch (HU)

Chair of Medical Informatics, Friedrich-Alexander University (FAU) of Erlangen-Nürnberg, 91058 Erlangen, Germany.

Jan Fiedler (J)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.

Thomas Thum (T)

Institute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, 30625 Hannover, Germany.
REBIRTH Center for Translational Regenerative Medicine, Hannover Medical School, 30625 Hannover, Germany.

Meik Kunz (M)

Chair of Medical Informatics, Friedrich-Alexander University (FAU) of Erlangen-Nürnberg, 91058 Erlangen, Germany.

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Classifications MeSH