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Updated: May 13, 2026

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
Identifying Drug Repurposing Candidates for CLN3 Targeting Proteomics Expression Profile
Shixue Sun1, Rosemary Mejia1, An N Dang Do2
1Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville, USA.
This study identifies potential new therapies for Juvenile Neuronal Ceroid Lipofuscinosis (CLN3) by repurposing FDA-approved drugs. Vorinostat and Cyclosporine show promise for treating this rare neurodegenerative disorder.
Area of Science:
- Neuroscience
- Genetics
- Pharmacology
Background:
- Juvenile Neuronal Ceroid Lipofuscinosis (CLN3) is a rare, inherited neurodegenerative disease with no effective treatments.
- The lack of therapies necessitates novel approaches for CLN3 treatment.
Purpose of the Study:
- To develop a drug repurposing strategy for CLN3 therapeutics.
- To identify existing FDA-approved drugs that could potentially treat CLN3.
Main Methods:
- Constructed a CLN3 protein expression profile (CPEP) from proteomics data.
- Queried the iLINCS database with CPEP to find drugs with reversal effects.
- Prioritized drug candidates based on regulation strength, coverage, and blood-brain barrier permeability.
Main Results:
- Identified 60 FDA-approved drugs capable of reversing the CLN3 CPEP.
- Vorinostat and Cyclosporine emerged as top candidates due to strong regulation and blood-brain barrier penetration.
- The study successfully generated a prioritized list of potential CLN3 therapeutic agents.
Conclusions:
- Drug repurposing offers a viable strategy for discovering CLN3 treatments.
- Vorinostat and Cyclosporine warrant further investigation as potential CLN3 therapies.
- This approach provides a foundation for developing novel therapeutic interventions for CLN3.
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