Evidence map›Paper›PMID 38167251›Full record

ReviewAlzheimer's research & therapy2024

Digital Clock and Recall is superior to the Mini-Mental State Examination for the detection of mild cognitive impairment and mild dementia.

Ali Jannati, Claudio Toro-Serey, Joyce Gomes-Osman, Russell Banks, Marissa Ciesla, John Showalter, David Bates, Sean Tobyne, Alvaro Pascual-Leone

Registry-linked trialOpen access · goldAbstract readReview
In one paragraph

Review in Alzheimer's research & therapy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04733989 (Development of a Biomarker Database to Investigate Aß, P-tau, and NfL Blood-Based Biomarkers and Digital Biomarkers in Older Participants Screened for Preclinical Alzheimer's Disease), which is not on this map. Cited by 41 papers.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed
15.4field-weighted citation impact, top 1% of its field
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.

NCT04733989 completednot on this map

Development of a Biomarker Database to Investigate Aß, P-tau, and NfL Blood-Based Biomarkers and Digital Biomarkers in Older Participants Screened for Preclinical Alzheimer's Disease (AD), Prodromal AD, or Mild AD

TypeobservationalSponsorGAP Innovations, PBCRan2021 to 2022Enrolled1,002ConditionsAlzheimer Disease, Alzheimer Disease, Early Onset, Mild Cognitive Impairment, Memory LossArmsBiomarker Data Collection
3 · Its place in the literature

Who cites it

41 citing papers in PubMed, 40 citations in OpenAlex.

  1. Trial
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  3. Orthogeriatric Fracture Syndrome: Time Is Mobility!Journal of clinical medicine · 2026
    Article
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  7. System changes to empower primary care in Alzheimer's disease detection and care.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  8. Article
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  10. Diagnostic value of saccades in mild cognitive impairment: a community-based study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026
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  13. Review
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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

9 authors at 3 institutions in 1 country.

Ali JannatiLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA. ajannati@linus.health.
Claudio Toro-SereyLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
Joyce Gomes-OsmanLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
Russell BanksLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
Marissa CieslaLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
John ShowalterLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
David BatesLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
Sean TobyneLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.
Alvaro Pascual-LeoneLinus Health, Inc., 280 Summer Street, 10th Floor, Boston, MA, 02210, USA. apleone@linus.health.
Harvard University · USMichigan State University · USUniversity of Miami · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDisease-modifying treatments for Alzheimer's disease highlight the need for early detection of cognitive decline. However, at present, most primary care providers do not perform routine cognitive testing, in part due to a lack of access to practical cognitive assessments, as well as time and resources to administer and interpret the tests. Brief and sensitive digital cognitive assessments, such as the Digital Clock and Recall (DCR™), have the potential to address this need. Here, we examine the advantages of DCR over the Mini-Mental State Examination (MMSE) in detecting mild cognitive impairment (MCI) and mild dementia.

methodsWe studied 706 participants from the multisite Bio-Hermes study (age mean ± SD = 71.5 ± 6.7; 58.9% female; years of education mean ± SD = 15.4 ± 2.7; primary language English), classified as cognitively unimpaired (CU; n = 360), mild cognitive impairment (MCI; n = 234), or probable mild Alzheimer's dementia (pAD; n = 111) based on a review of medical history with selected cognitive and imaging tests. We evaluated cognitive classifications (MCI and early dementia) based on the DCR and the MMSE against cohorts based on the results of the Rey Auditory Verbal Learning Test (RAVLT), the Trail Making Test-Part B (TMT-B), and the Functional Activities Questionnaire (FAQ). We also compared the influence of demographic variables such as race (White vs. Non-White), ethnicity (Hispanic vs. Non-Hispanic), and level of education (≥ 15 years vs. < 15 years) on the DCR and MMSE scores.

resultsThe DCR was superior on average to the MMSE in classifying mild cognitive impairment and early dementia, AUC = 0.70 for the DCR vs. 0.63 for the MMSE. DCR administration was also significantly faster (completed in less than 3 min regardless of cognitive status and age). Among 104 individuals who were labeled as "cognitively unimpaired" by the MMSE (score ≥ 28) but actually had verbal memory impairment as confirmed by the RAVLT, the DCR identified 84 (80.7%) as impaired. Moreover, the DCR score was significantly less biased by ethnicity than the MMSE, with no significant difference in the DCR score between Hispanic and non-Hispanic individuals.

conclusionsDCR outperforms the MMSE in detecting and classifying cognitive impairment-in a fraction of the time-while being not influenced by a patient's ethnicity. The results support the utility of DCR as a sensitive and efficient cognitive assessment in primary care settings.

trial registrationClinicalTrials.gov identifier NCT04733989.

Indexed as

Alzheimer DiseaseCognitive DysfunctionDementiaFemaleHumansMaleMental Status and Dementia TestsNeuropsychological TestsAlzheimer’s diseaseClock Drawing TestCognitive screeningDementiaDigital cognitive assessmentMild cognitive impairmentMild neurocognitive disorderMini-Mental State ExaminationNeurocognitive disorderRey Auditory Verbal Learning Test

Identifiers

PMID38167251
PMCPMC10759368
OpenAlexW4390507421

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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.