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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
Published on: September 20, 2018
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Clinical Manifestations
Oriel J Feldman1,2, Myuri Ruthirakuhan2, Nathan Herrmann3,4,5
1University of Toronto, Toronto, ON, Canada.
Alzheimer'S & Dementia : the Journal of the Alzheimer'S Association
|December 25, 2025
Summary
Nabilone effectively treats agitation in Alzheimer
Area of Science:
- Neuroscience
- Geriatrics
- Pharmacology
Background:
- Agitation is a common neuropsychiatric symptom (NPS) in Alzheimer's disease (AD).
- Previous trials indicated nabilone's efficacy in managing agitation in AD patients.
- Identifying predictors of nabilone response can optimize treatment strategies.
Purpose of the Study:
- To determine clinical characteristics that predict a positive response to nabilone for agitation in Alzheimer's disease patients.
Main Methods:
- A priori identification of 22 potential clinical predictors.
- Analysis of predictors for improvement on the Cohen-Mansfield Agitation Inventory (CMAI).
- Univariate and multivariate regression analyses to model treatment interactions and identify significant predictors.
Main Results:
- Nabilone was more effective in patients with higher standardized Mini-Mental State Exam (sMMSE) scores (≥6).
- Predictors of positive response included higher levels of pain, apathy, and appetite/eating changes.
- Patients not taking cholinesterase inhibitors (ChEIs) also showed greater benefit.
Conclusions:
- Patients with less cognitive impairment, experiencing pain, apathy, and appetite changes, and not on ChEIs, are most likely to benefit from nabilone.
- These identified predictors may help clinicians personalize nabilone treatment for agitation in AD.
- Further validation with Phase 3 data is recommended to confirm these findings.
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