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Record W4415780093 · doi:10.30574/ijsra.2025.17.1.2929

Lecanemab, Donanemab, and Emerging Disease Modifying Therapies for Alzheimer Disease: Clinical Evidence and Primary Care Implications in Canada

2025· article· W4415780093 on OpenAlexaboutno aff
Geetika Sharma

Bibliographic record

VenueInternational Journal of Science and Research Archive · 2025
Typearticle
Language
FieldMedicine
TopicDementia and Cognitive Impairment Research
Canadian institutionsnot available
Fundersnot available
KeywordsReimbursementDiseaseHealth careClinical trialDementiaNarrative reviewRandomized controlled trialCognitive decline

Abstract

fetched live from OpenAlex

Introduction: Alzheimer's disease is a progressive neurodegenerative disorder with current treatment limited to symptomatic relief and no alteration in disease progression. Advances in the DMTs (Disease-modifying-therapies) may alter the progression if used in early phase of the disease. Objective: To review and summarize the current evidence on advancements in DMTs in AD; review their regulatory status in Canada; Examine risk vs. benefit and explore implications for Family Physicians. Methods: Narrative review of recent randomized controlled trials. regulatory status and submissions, and Canadian policy documents up to mid-2025. Sources include PubMed, clinical trial registries, Health Canada Notices, Alzheimer's Society of Canada materials. Results: Monoclonal antibodies such as lecanemab and donanemab show reduction in amyloid plaque and slowing of cognitive and functional decline (modest) in early AD (mild cognitive impairment or mild dementia). In contrast, Aducanumab while initially promising ended up showing mixed results and due to inconsistent clinical outcomes, it is not approved by Health Canada at present. Tau‑targeting and anti‑inflammatory agents are under investigation but have not yet demonstrated definitive benefit. Key risks include amyloid‑related imaging abnormalities (ARIA), infusion reactions, cost, and lack of data for long term safety. Canadian health system challenges include lack of access to biomarker testing and imaging, Lack of healthcare specialists, and reimbursement frameworks. Conclusion: Using DMTs in the early phases of AD offers significant promise in altering disease progression. However, Family Physicians needs to thoroughly evaluate the risk to benefit ratio, ensure careful patient selection, and work in close collaboration with specialists. Furthermore, ensuring the healthcare system is ready— with access to proper testing facilities, coverage models, and support systems—is essential for the safe and equitable implementation of these therapies.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.009
metaresearch head score (Gemma)0.039
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.060
Threshold uncertainty score0.436

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.039
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0040.012
Science and technology studies0.0020.002
Scholarly communication0.0050.002
Open science0.0010.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0130.001

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.

Opus teacher head0.087
GPT teacher head0.473
Teacher spread0.385 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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