An Exploratory Analysis on Drug Target Locality

Juan Caceres Silva, Alberto Paccanaro

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Abstract

From a network medicine perspective, diseases arecaused by perturbations in the dynamics of multiple interactinggenes - a disease module. A drug that is a suitable candidatefor re-purposing, should affect perturbed disease modules otherthan the one for which it was designed. In other words, itmust act on various disease modules. A systematic analysisof re purposing suitability requires deeper understanding ofdrug target modularity. In this paper, we present a large-scaleanalysis of drug-target relationships, evaluating the locality ofdrug targets in protein-protein interaction networks. We showthat the various drugs in each category affect different regions inbiological networks, and present modular features. Additionally,multiple targets associated to the same drug appear close in theinteractome. Our statistical analysis of the functions of the knowndrug targets reveals that peripheral functions of disease modules,such as signalling, are common targets for many drugs.
Original languageEnglish
Title of host publicationAGRANDA - Simposio Argentino de GRANdes DAtos 2017
Publication statusPublished - Sep 2017

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