A randomized, double-blind, placebo-controlled trial of memantine in a behaviorally enriched sample of patients with moderate-to-severe Alzheimer's disease
Bibliographic record
Abstract
BACKGROUND: Agitation and aggression in Alzheimer's disease (AD) are amongst the most serious of neuropsychiatric symptoms, and contribute to poor outcomes and worse quality of life. Previous studies have suggested a benefit for memantine on agitation and aggression, but none have examined its efficacy in community-dwelling patients with significant agitation and aggression at baseline, utilizing these behaviors as a primary outcome measure. METHODS: Patients with moderate-to-severe AD with Neuropsychiatric Inventory (NPI) total score ≥13 and NPI agitation/aggression score ≥1 were randomized to placebo or 20-mg memantine in a double-blind, 24-week trial. Co-primary outcome measures were behavior, measured by total NPI score, and cognition, using the Severe Impairment Battery (SIB). Secondary outcome measures included global assessment, function and other measures of behavior. This trial was registered as Clinicaltrials.gov: NCT00857649. RESULTS: A total of 369 patients (average age = 75, average MMSE = 12) were randomized to placebo or memantine. The study was prematurely terminated due to recruitment problems. There were no statistically significant differences between memantine and placebo in mean change from baseline in NPI, SIB, or any of the secondary outcome measures. Behavior improved in both groups (total NPI change scores -3.90 ± 1.24 for memantine and -5.13 ± 1.23 for placebo). Memantine was generally well tolerated and patient retention in both treatment arms was good. CONCLUSIONS: The study failed to show the superiority of memantine in this sample of patients with moderate-to-severe AD with significant baseline agitation and aggression. Methodological limitations could have contributed to these results.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".