Evidence map›Paper›PMID 41473419›Full record

ArticleAlzheimer's & dementia (New York, N. Y.)

Critical evaluation of real-world evidence of repurposable medicines in the Alzheimer's disease drug development pipeline using a target trial emulation.

Reina Tonegawa-Kuji, Ehud Karavani, Michael Danziger, Pengyue Zhang, Yuan Hou, Yadi Zhou, Marina Bykova, Andrew A Pieper, Michal Rosen-Zvi, Jeffrey Cummings and 1 more

Abstract read
In one paragraph

Article in Alzheimer's & dementia (New York, N. Y.). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Reina Tonegawa-KujiCleveland Clinic Genome Center Cleveland Clinic Research Cleveland Clinic Cleveland Ohio USA.
Ehud KaravaniAI for Healthcare IBM Research Haifa Israel.
Michael DanzigerAI for Healthcare IBM Research Haifa Israel.
Pengyue ZhangDepartment of Biostatistics and Health Data Science Indiana University Indianapolis Indiana USA.
Yuan HouCleveland Clinic Genome Center Cleveland Clinic Research Cleveland Clinic Cleveland Ohio USA.
Yadi ZhouCleveland Clinic Genome Center Cleveland Clinic Research Cleveland Clinic Cleveland Ohio USA.
Marina BykovaCleveland Clinic Genome Center Cleveland Clinic Research Cleveland Clinic Cleveland Ohio USA.
Andrew A PieperDepartment of Psychiatry Case Western Reserve University Cleveland Ohio USA.
Michal Rosen-ZviAI for Healthcare IBM Research Haifa Israel.
Jeffrey CummingsChambers-Grundy Center for Transformative Neuroscience Department of Brain Health Kirk Kerkorian School of Medicine University of Nevada, Las Vegas (UNLV) Las Vegas Nevada USA.
Feixiong ChengCleveland Clinic Genome Center Cleveland Clinic Research Cleveland Clinic Cleveland Ohio USA.

Funding

Trial-Ready Cohort for Preclinical/Prodromal Alzheimer's DiseaseR01AG053798 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI AISEN, PAUL S., CUMMINGS, JEFFREY L. · 2017 to 2022
$39.4M
Translational and Therapeutics CoreP30AG072959 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI Mark J Lowe · 2021 to 2026
$23.9M
Renewal of Centers of Biomedical Research Excellence (COBRE) (Phase 2) CNTN - ResubmissionP20GM109025 · NIGMS · CLEVELAND CLINIC FOUNDATION · PI JESSICA KIRKLAND CALDWELL · 2015 to 2026
$22.8M
Chronic Traumatic Encephalopathy: Detection, Diagnosis, Course, and Risk FactorsU01NS093334 · NINDS · BOSTON UNIVERSITY MEDICAL CAMPUS · PI CUMMINGS, JEFFREY L., REIMAN, ERIC MICHAEL · 2016 to 2022
$17.0M
Endophenotype Network-based Approaches to Prediction and Population-based Validation of In Silico Drug Repurposing for Alzheimer's DiseaseR01AG066707 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI Feixiong Cheng · 2020 to 2026
$4.9M
TREM2 Genotype-Informed Drug Repurposing and Combination Therapy Design for Alzheimer’s DiseaseR01AG076448 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI Feixiong Cheng, Li Gan · 2022 to 2026
$4.0M
Alzheimer's MultiOme Data Repurposing: Artificial Intelligence, Network Medicine, and Therapeutics DiscoveryU01AG073323 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI BEKRIS, LYNN, CHENG, FEIXIONG · 2021 to 2025
$4.0M
Neuroprotective actions of cystathionine g-lyase through gasotransmitter hydrogen sulfide signalingR01AG071512 · NIA · JOHNS HOPKINS UNIVERSITY · PI Bindu Paul · 2022 to 2026
$3.4M
Alzheimer's Clinical Trial InnOvatioN (ACTION) InitiativeR35AG071476 · NIA · UNIVERSITY OF NEVADA LAS VEGAS · PI CUMMINGS, JEFFREY L. · 2021 to 2025
$2.9M
Alzheimer's Disease and Related Dementia-like Sequelae of SARS-CoV-2 Infection: Virus-Host Interactome, Neuropathobiology, and Drug RepurposingRF1AG082211 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI CHENG, FEIXIONG, PIEPER, ANDREW A · 2023 to 2023
$2.4M
Characterize neuronal and glial cell-specific vulnerability to proteinopathies in Alzheimer's disease using multimodal single-nuclei genomic and epigenomic approachesR01AG082118 · NIA · CLEVELAND CLINIC LERNER COM-CWRU · PI BONAKDARPOUR, BORNA, CHENG, FEIXIONG · 2023 to 2025
$2.4M
Dark GPCR signaling underlying the Microbiome-Gut-Brain Axis for Alzheimer's Disease and Related DementiaRF1NS133812 · NINDS · CLEVELAND CLINIC LERNER COM-CWRU · PI BROWN, JONATHAN MARK, CHENG, FEIXIONG · 2023 to 2023
$2.3M
BLRD VA I01 BX005976NIA NIH HHS P30 AG072959NIA NIH HHS R01 AG053798NIA NIH HHS R01 AG066707NIA NIH HHS R01 AG071512NIA NIH HHS R01 AG076448NIA NIH HHS R01 AG082118NIA NIH HHS R01 AG084250NIA NIH HHS R01 AG092462NIA NIH HHS R01 AG092591NIA NIH HHS R33 AG083003NIA NIH HHS R35 AG071476NIA NIH HHS RF1 AG082211NIA NIH HHS U01 AG073323NIGMS NIH HHS P20 GM109025NINDS NIH HHS RF1 NS133812NINDS NIH HHS U01 NS093334
6 · The paper itself

Abstract

introductionRepurposing Food and Drug Administration (FDA)-approved drugs could accelerate treatment development for Alzheimer's disease (AD).

methodsUsing the MarketScan claims database (2011 to 2020), we applied a trial emulation approach in two base cohorts: (1) individuals with mild cognitive impairment (MCI cohort) and (2) individuals aged ≥70 years (over-70 cohort). We evaluated drugs represented in clinical trials for AD, comparing them with same-class or active comparators. Covariate-adjusted hazard ratios (HRs) were estimated using inverse-probability-weighted Cox models.

resultsA total of 6 out of 38 (16%) drugs in the MCI cohort and 10 out of 53 (19%) drugs in the over-70 cohort were associated with a lower AD incidence versus same-class comparators. Active comparator analyses indicated that bupropion (vs escitalopram; HR 0.57, 95% confidence interval [CI] [0.49, 0.66]), trazodone (vs sertraline; HR 0.82, 95% CI [0.74, 0.91]), venlafaxine (vs escitalopram; 0.72, 95% CI [0.62, 0.84]), and zolpidem (vs lorazepam; HR 0.69, 95% CI [0.56, 0.85]) were associated with a lower AD incidence in the MCI cohort; these four plus liraglutide were associated with a lower incidence of AD dementia in the over-70 cohort (vs metformin; HR 0.74, 95% CI [0.59, 0.93]). DISCUSSION: This is the first comprehensive set of trial emulations for FDA-approved drugs that are represented in AD trials. Findings may inform future trial designs. Highlights: Repurposing FDA-approved drugs originally developed for other diseases could accelerate treatment development for AD.We identified repurposable drugs that are in current or complete clinical trials of AD and emulated trials for these agents using a large-scale insurance claims-based database.Among 54 drugs evaluated, 6/38 (16%) drugs in the MCI cohort and 10/53 (19%) in the over-70 cohort were associated with reduced AD incidence versus same-class comparators. Active comparator analyses indicated that bupropion, trazodone, venlafaxine, and zolpidem were associated with reduced AD incidence in the MCI cohort; these four plus liraglutide were associated with a lower incidence of AD dementia in the over-70 cohort.A minority of repurposed table drugs that are in current or completed clinical trials for AD and meet criteria for inclusion in this study showed no effect in our trial emulation studies.This is the first comprehensive set of trial emulations for FDA-approved drugs that are represented in AD trials. Building on our findings, integrating real-world evidence can inform future trials and accelerate drug development for AD.

Indexed as

Alzheimer's diseasedrug repurposingliraglutidereal‐world evidencetarget trial emulation

Identifiers

PMID41473419
PMCPMC12746425

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