Evidence map›Paper›PMID 41913058›Full record

ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2026

Combining p-tau217 and digital cognitive testing to predict cognitive decline.

Hairin Kim, Daniel Soberanes, Roos J Jutten, Mark A Dubbelman, Hyun-Sik Yang, Gad A Marshall, Keith A Johnson, Rebecca A Betensky, Pia Kivisäkk, Steven E Arnold and 7 more

Abstract read
In one paragraph

Article in Alzheimer's & dementia : the journal of the Alzheimer's Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Hairin KimDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.ORCID 0000-0002-9623-608X
Daniel SoberanesDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Roos J JuttenDepartment of Neurology, Alzheimer Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands.
Mark A DubbelmanDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Hyun-Sik YangDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Gad A MarshallDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Keith A JohnsonDepartment of Radiology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Rebecca A BetenskyDepartment of Biostatistics, New York University School of Global Public Health, New York, New York, USA.
Pia KivisäkkDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Steven E ArnoldDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Anna GorhamDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Alberto Serrano-PozoDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Beata-Gabriela K SimpsonDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Dorene M RentzDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Reisa A SperlingDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Rebecca E AmariglioDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.
Kathryn V PappDepartment of Neurology, Mass General Brigham, Harvard Medical School, Boston, Massachusetts, USA.

Funding

Vascular factors, physical activity, and inflammation as modulators of neurodegenerative and cognitive trajectories (Project 2)P01AG036694 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Rebecca E Amariglio · 2010 to 2026
$50.2M
Research Education ComponentP30AG062421 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Christine S Ritchie · 2019 to 2026
$36.5M
Neural Correlates of Apathy Across the Alzheimer's Disease ContinuumR01AG067021 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI MARSHALL, GAD ASHER · 2020 to 2025
$3.6M
Davis Alzheimer Prevention ProgramNational Centralized Repository for Alzheimer's Disease and Related Dementias (NCRAD) U24AG021886NIH/NIA 1R01AG058825NIH/NIA 1R01AG084017NIH/NIA 1R03AG089320-01NIH/NIA P01AG036694NIH/NIA P30AG062421NIH/NIA R01AG067021Vettel Alzheimer Innovation Fund
6 · The paper itself

Abstract

introductionWe investigated whether a multi-day learning curve (MDLC), derived from remote digital cognitive assessments over 1 week, adds prognostic value to plasma phosphorylated tau at threonine 217 (p-tau217) for predicting cognitive decline in cognitively unimpaired (CU) older adults.

methodsA total of 183 CU participants (mean age 73.3; 70% female) completed multi-day digital cognitive tests and provided plasma p-tau217. Linear mixed-effects models evaluated the independent and combined effects of baseline p-tau217 and MDLC on longitudinal cognitive decline over 2.5 years.

resultsAdding MDLC to p-tau217 significantly explained longitudinal cognitive trajectory beyond p-tau217 alone. Although higher p-tau217 and lower MDLC were independently associated with steeper decline, individuals with both risk factors declined the fastest. Notably, those with elevated p-tau217 level but preserved MDLC remained stable, distinguishing them from those at imminent risk. DISCUSSION: Combining digital learning metrics with plasma p-tau217 enables precise risk stratification. This approach identifies individuals most vulnerable to imminent decline, potentially enhancing screening for early preventive interventions.

Indexed as

Cognitive DysfunctionNeuropsychological Teststau ProteinsAgedAged, 80 and overBiomarkersFemaleHumansLongitudinal StudiesMalePhosphorylationPredictive Value of TestsBiomarkersMAPT protein, humantau Proteinscognitive declinedigital cognitive assessmentplasma p‐tau217preclinical Alzheimer's diseaseremote assessment

Identifiers

PMID41913058
PMCPMC13140668

What OpenQuestion holds

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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.