Evidence map›Paper›PMID 40387289›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2025

AD Workbench: Transforming Alzheimer's research with secure, global, and collaborative data sharing and analysis.

Caitlin P McHugh, Matthew H S Clement, Mukta Phatak

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Digital speech-based markers to advance prognosis in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  3. Article
  4. Advancing global dementia research through equity and inclusion.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  5. Article
  6. Article
  7. Article
  8. Solving the 'Goldilocks problem' in dementia clinical trials with multimodal AI.The journal of prevention of Alzheimer's disease · 2025
    Article
  9. Article
  10. Article
  11. 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

3 authors.

Caitlin P McHughAlzheimer's Disease Data Initiative, Kirkland, Washington, USA.
Matthew H S ClementAlzheimer's Disease Data Initiative, Kirkland, Washington, USA.
Mukta PhatakAlzheimer's Disease Data Initiative, Kirkland, Washington, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe Alzheimer's Disease Data Initiative (AD Data Initiative) is a global coalition of partners accelerating scientific discoveries in Alzheimer's disease (AD) and related dementias (ADRD) by breaking down data silos, eliminating barriers to research, and fostering collaboration among scientists studying these issues.

methodsThe flagship product of the AD Data Initiative technical suite is AD Workbench, a secure, cloud-based environment that enables global access, analysis, and sharing of datasets, as well as interoperability with other key data platforms.

resultsAs of April 7, 2025, AD Workbench has 6178 registered users from 115 countries, including 886 users from 60 low- and middle-income countries. On average, more than 500 users, including over 100 new users, log in each month to discover data and conduct integrative analyses. DISCUSSION: By prioritizing interoperability and robust security within a collaborative framework, AD Workbench is well positioned to drive advancements in AD treatments and diagnostic tools. HIGHLIGHTS: Data sharing Interoperability Cloud-based analytics Collaborative workspace.

Indexed as

Alzheimer DiseaseBiomedical ResearchComputer SecurityInformation DisseminationCloud ComputingCooperative BehaviorHumansAlzheimer's diseasecloud‐computing analysisdata sharing

Identifiers

PMID40387289
PMCPMC12086970

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.