NeDRex-Web: An Interactive Web Tool for Drug Repurposing by Exploring Heterogeneous Molecular Networks

Andreas Maier, Mahdie Rafiei, Elisa Anastasi, Olga Zolotareva, James Skelton, Maria L. Elkjaer, Ana I. Casas, Cristian Nogales, Harald H.H.W. Schmidt, Tim Kacprowski, David B. Blumenthal, Anil Wipat, Sepideh Sadegh, Jan Baumbach*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

Finding new indications for approved drugs is a promising alternative to the often very lengthy and expensive process of de novo drug development. Systems medicine has brought forth several different approaches to tackle this important task. We recently published NeDRex, a network medicine tool for the identification of disease modules and drug repurposing. NeDRex-Web (https://web.nedrex.net) brings existing and new features of the NeDRex platform to a user-friendly and research-oriented web application, enabling online exploration of large heterogeneous molecular networks. Focusing mainly on drug repurposing, NeDRex-Web implements customizable disease module identification and drug prioritization workflows to support users of diverse backgrounds in their research. Users are assisted during every step of their analysis, including the definition of relevant input sets, the selection from various algorithms for module identification or drug prioritization, and the prioritization of the results by their statistical significance. A guided connectivity search provides an easy way to identify links between node sets of interest and can be used to create user-specific induced networks.

Original languageEnglish
Title of host publication2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
PublisherIEEE
Publication date2024
Pages429-434
ISBN (Print)979-8-3503-8622-6
DOIs
Publication statusPublished - 2024
Event2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024 - Lisbon, Portugal
Duration: 3. Dec 20246. Dec 2024

Conference

Conference2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024
Country/TerritoryPortugal
CityLisbon
Period03/12/202406/12/2024
SponsorAir Portugal, Centro de Recursos Naturais e Ambiente (CERENA), IEEE, IST Tecnico Lisboa, NSF, Politecnico de Portalegre

Keywords

  • disease mechanism identification
  • drug repurposing
  • interactive network explorer
  • interactome
  • knowledge graph

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