G C A T T A C G G C A T genes Article A Network Medicine Approach for Drug Repurposing in Duchenne Muscular Dystrophy Salvo Danilo Lombardo 1 , Maria Sofia Basile 2 , Rosella Ciurleo 2, Alessia Bramanti 2, Antonio Arcidiacono 3, Katia Mangano 3 , Placido Bramanti 2, Ferdinando Nicoletti 3,* and Paolo Fagone 3 1 Department of Structural & Computational Biology at the Max Perutz Labs, University of Vienna, 1010 Vienna, Austria;
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[email protected] (P.B.) 3 Department of Biomedical and Biotechnological Sciences, University of Catania, Via S. Sofia 89, 95123 Catania, Italy;
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[email protected] Abstract: Duchenne muscular dystrophy (DMD) is a progressive hereditary muscular disease caused by a lack of dystrophin, leading to membrane instability, cell damage, and inflammatory response. However, gene-editing alone is not enough to restore the healthy phenotype and additional treat- ments are required. In the present study, we have first conducted a meta-analysis of three microarray datasets, GSE38417, GSE3307, and GSE6011, to identify the differentially expressed genes (DEGs) be- tween healthy donors and DMD patients. We have then integrated this analysis with the knowledge Citation: Lombardo, S.D.; Basile, obtained from DisGeNET and DIAMOnD, a well-known algorithm for drug–gene association discov- M.S.; Ciurleo, R.; Bramanti, A.; eries in the human interactome.