Medication-Wide Association Study Plus (MWAS plus ): A Proof of Concept Study on Drug Repurposing

被引:2
|
作者
Cheng, Yan [1 ,2 ]
Zamrini, Edward [1 ,2 ,3 ,4 ]
Ahmed, Ali [1 ,2 ,5 ]
Wu, Wen-Chih [6 ,7 ,8 ]
Shao, Yijun [1 ,2 ]
Zeng-Treitler, Qing [1 ,2 ]
机构
[1] George Washington Univ, Dept Clin Res & Leadership, Washington, DC 20037 USA
[2] Washington DC VA Med Ctr, Ctr Data Sci & Outcome Res, Washington, DC 20422 USA
[3] Univ Utah Hosp, Dept Neurol, Salt Lake City, UT 84132 USA
[4] Irvine Clin Res, Div Neurol, Irvine, CA 92614 USA
[5] Georgetown Univ, Dept Med, Washington, DC 20057 USA
[6] Providence VA Med Ctr, Providence, RI 02908 USA
[7] Brown Univ, Dept Med, Providence, RI 02912 USA
[8] Brown Univ, Dept Epidemiol, Providence, RI 02912 USA
基金
美国国家卫生研究院;
关键词
AD; ADRD; drug repurposing; hypothesis generation; hypothesis testing; ALZHEIMERS-DISEASE; TARGET TRIAL; DEMENTIA; STATINS; RISK;
D O I
10.3390/medsci10030048
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
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收藏
页数:10
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