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Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing
- Source :
- Medical Sciences, Vol 10, Iss 3, p 48 (2022)
- Publication Year :
- 2022
- Publisher :
- MDPI AG, 2022.
-
Abstract
- The high cost and time for developing a new drug or repositioning a partially-developed drug has fueled interest in “repurposing” drugs. Drug repurposing is particularly of interest for Alzheimer’s disease (AD) or AD-related dementias (ADRD) because there are no unrestricted disease-modifying treatments for ADRD. We have designed and pilot tested a 3-Step Medication-Wide Association Study Plus (MWAS+) approach to rigorously accelerate the identification of drugs with a high potential to be repurposed for delaying and preventing AD/ADRD: Step 1 is a hypothesis-free exploration; Step 2 is mechanistic filtering; And Step 3 is hypothesis testing using observational data and prospective cohort design. Our results demonstrated the feasibility of the MWAS+ approach. The Step 1 analysis identified potential candidate drugs including atorvastatin and GLP1. The literature search in Step 2 found evidence supporting the mechanistic plausibility of the statin-ADRD association. Finally, Step 3 confirmed our hypothesis that statin may lower the risk of incident ADRD, which was statistically significant using a target trial design that emulated randomized controlled trials.
- Subjects :
- AD
ADRD
drug repurposing
hypothesis generation
hypothesis testing
Medicine
Subjects
Details
- Language :
- English
- ISSN :
- 20763271
- Volume :
- 10
- Issue :
- 3
- Database :
- Directory of Open Access Journals
- Journal :
- Medical Sciences
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.8bd60a0cac304ab4a4b117ae536ccd71
- Document Type :
- article
- Full Text :
- https://doi.org/10.3390/medsci10030048