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Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing
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 treatm...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9503040/ https://www.ncbi.nlm.nih.gov/pubmed/36135833 http://dx.doi.org/10.3390/medsci10030048 |
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author | Cheng, Yan Zamrini, Edward Ahmed, Ali Wu, Wen-Chih Shao, Yijun Zeng-Treitler, Qing |
author_facet | Cheng, Yan Zamrini, Edward Ahmed, Ali Wu, Wen-Chih Shao, Yijun Zeng-Treitler, Qing |
author_sort | Cheng, Yan |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9503040 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95030402022-09-24 Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing Cheng, Yan Zamrini, Edward Ahmed, Ali Wu, Wen-Chih Shao, Yijun Zeng-Treitler, Qing Med Sci (Basel) Article 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. MDPI 2022-08-31 /pmc/articles/PMC9503040/ /pubmed/36135833 http://dx.doi.org/10.3390/medsci10030048 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Cheng, Yan Zamrini, Edward Ahmed, Ali Wu, Wen-Chih Shao, Yijun Zeng-Treitler, Qing Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing |
title | Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing |
title_full | Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing |
title_fullStr | Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing |
title_full_unstemmed | Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing |
title_short | Medication-Wide Association Study Plus (MWAS+): A Proof of Concept Study on Drug Repurposing |
title_sort | medication-wide association study plus (mwas+): a proof of concept study on drug repurposing |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9503040/ https://www.ncbi.nlm.nih.gov/pubmed/36135833 http://dx.doi.org/10.3390/medsci10030048 |
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