DIANA-miRGen v4: indexing promoters and regulators for more than 1500 microRNAs

Author:

Perdikopanis Nikos123ORCID,Georgakilas Georgios K4,Grigoriadis Dimitris15,Pierros Vasilis12,Kavakiotis Ioannis5,Alexiou Panagiotis4ORCID,Hatzigeorgiou Artemis125ORCID

Affiliation:

1. Hellenic Pasteur Institute, Athens 11521, Greece

2. Department of Electrical and Computer Engineering, University of Thessaly, Volos 38221, Greece

3. Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, Athens 15784, Greece

4. Central European Institute of Technology, Masaryk University, Kamenice 735/5, 62500 Brno, Czech Republic

5. Department of Computer Science and Biomedical Informatics, University of Thessaly, Greece

Abstract

Abstract Deregulation of microRNA (miRNA) expression plays a critical role in the transition from a physiological to a pathological state. The accurate miRNA promoter identification in multiple cell types is a fundamental endeavor towards understanding and characterizing the underlying mechanisms of both physiological as well as pathological conditions. DIANA-miRGen v4 (www.microrna.gr/mirgenv4) provides cell type specific miRNA transcription start sites (TSSs) for over 1500 miRNAs retrieved from the analysis of >1000 cap analysis of gene expression (CAGE) samples corresponding to 133 tissues, cell lines and primary cells available in FANTOM repository. MiRNA TSS locations were associated with transcription factor binding site (TFBSs) annotation, for >280 TFs, derived from analyzing the majority of ENCODE ChIP-Seq datasets. For the first time, clusters of cell types having common miRNA TSSs are characterized and provided through a user friendly interface with multiple layers of customization. DIANA-miRGen v4 significantly improves our understanding of miRNA biogenesis regulation at the transcriptional level by providing a unique integration of high-quality annotations for hundreds of cell specific miRNA promoters with experimentally derived TFBSs.

Funder

ELIXIR-GR

Genome Wide Association Studies

Operational Programme ‘Competitiveness, Entrepreneurship and Innovation’

European Regional Development Fund

Postdoc@MUNI

Publisher

Oxford University Press (OUP)

Subject

Genetics

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