TFmiR2: constructing and analyzing disease-, tissue- and process-specific transcription factor and microRNA co-regulatory networks

Author:

Nazarieh Maryam12ORCID,Hamed Mohamed3,Spaniol Christian4,Will Thorsten12,Helms Volkhard1

Affiliation:

1. Center for Bioinformatics, Saarland University, Saarbrucken 66041, Germany

2. Graduate School of Computer Science, Saarland University, Saarbrucken 66041, Germany

3. Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock 18057, Germany

4. Department of Psychiatry and Psychotherapy, Saarland University Hospital, Homburg 66421, Germany

Abstract

Abstract Summary TFmiR2 is a freely available web server for constructing and analyzing integrated transcription factor (TF) and microRNA (miRNA) co-regulatory networks for human and mouse. TFmiR2 generates tissue- and biological process-specific networks for the set of deregulated genes and miRNAs provided by the user. Furthermore, the service can now identify key driver genes and miRNAs in the constructed networks by utilizing the graph theoretical concept of a minimum connected dominating set. These putative key players as well as the newly implemented four-node TF-miRNA motifs yield novel insights that may assist in developing new therapeutic approaches. Availability and implementation The TFmiR2 web server is available at http://service.bioinformatik.uni-saarland.de/tfmir2. Supplementary information Supplementary data are available at Bioinformatics online.

Funder

Deutsche Forschungsgemeinschaft

DFG

Publisher

Oxford University Press (OUP)

Subject

Computational Mathematics,Computational Theory and Mathematics,Computer Science Applications,Molecular Biology,Biochemistry,Statistics and Probability

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