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Updated: Sep 27, 2026

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Drug Repositioning Based on Single-Cell Transcriptomics Data Identifies Quinidine as a Potential Drug for Treating
Rong Wang1, Jia-Li Li1, Kun Liu1
1Laboratory of Molecular and Statistical Genetics, College of Life Sciences, Hunan Normal University, Changsha 410081, China.
Abstract:
Osteoporosis (OP) is characterized by low bone mass and impaired bone microarchitecture, and the long-term use of current therapies is limited by adverse effects and poor adherence. This study sought to identify drugs that could be repurposed for glucocorticoid-induced osteoporosis.
Methods:
Single-cell RNA-sequencing data from two subjects with osteoporotic fractures and three control subjects were analyzed to identify transcriptional changes in osteoblasts. Candidate drugs were screened using ASGARD and L1000 drug-response signatures. Two-sample Mendelian randomization was used to examine associations between genetically predicted expression of drug-target genes and osteoporosis risk. Quinidine was tested in dexamethasone-treated Tu and Tg(Ola.Sp7:nlsGFP) zebrafish larvae using Alizarin Red staining, fluorescence imaging, and qRT-PCR. Adult zebrafish were assessed by micro-CT.
Results:
Four candidate drugs were identified, of which quinidine was selected for experimental evaluation. Genetically predicted SCN5A expression was positively associated with osteoporosis risk. Quinidine partially restored cranial mineralization in dexamethasone-treated larvae, with the greatest effect at 10 μmol/L; the 100 μmol/L treatment was less effective. Quinidine also altered the expression of several bone-remodeling-related genes. In adult zebrafish, quinidine treatment was associated with higher bone mineral density and bone volume fraction than dexamethasone treatment alone.
Conclusions:
Quinidine alleviated several dexamethasone-induced skeletal phenotypes in zebrafish and represents a candidate for further drug-repurposing studies in osteoporosis. Direct validation of its molecular mechanism and safety profile is still required.
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