Evidence map›Paper›PMID 40455880›Full record

ArticleBrain : a journal of neurology2025

Mild behavioural impairment-apathy and core Alzheimer's disease cerebrospinal fluid biomarkers.

Daniella Vellone, Rebeca Leon, Zahra Goodarzi, Nils D Forkert, Eric E Smith, Zahinoor Ismail

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

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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

6 authors.

Daniella VelloneFaculty of Graduate Studies, University of Calgary, Calgary, Alberta T2N 1N4, Canada.
Rebeca LeonHotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 4N1, Canada.
Zahra GoodarziFaculty of Graduate Studies, University of Calgary, Calgary, Alberta T2N 1N4, Canada.ORCID 0000-0002-8858-4076
Nils D ForkertHotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 4N1, Canada.ORCID 0000-0003-2556-3224
Eric E SmithHotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 4N1, Canada.
Zahinoor IsmailHotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta T2N 4N1, Canada.ORCID 0000-0002-5529-3731

Funding

Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
Alzheimer's Disease Neuroimaging Initiative W81XWH-12-2-0012Canadian Institutes for Health Research BCA2633NIA NIH HHS U01 AG024904NIBIB NIH HHSNorthern California Institute for Research and EducationUniversity of Southern California
6 · The paper itself

Abstract

Apathy is a common neuropsychiatric symptom (NPS) in Alzheimer's disease (AD) but can emerge earlier in prodromal and even preclinical stages as part of mild behavioural impairment (MBI-apathy), a syndrome defined by emergent and persistent NPS. In dementia, apathy is associated with higher morbidity, mortality and caregiver distress. However, the significance of MBI-apathy in dementia-free persons, including its associations with AD biomarkers, remains unclear. This study aimed to determine whether MBI-apathy is associated with biomarker evidence of amyloid-beta (Aβ) and tau [phosphorylated (p-tau) and total (t-tau)] in CSF. Because MBI predicts incident dementia better than NPS without MBI, we aimed to determine the association between apathy and AD biomarkers when it occurred as part of the MBI syndrome and when it did not. Dementia-free participants with mild cognitive impairment or normal cognition from the Alzheimer's Disease Neuroimaging Initiative were stratified by NPS status (MBI-apathy, non-apathy MBI, non-MBI NPS and no-NPS) based on the Neuropsychiatric Inventory (NPI) or NPI-Questionnaire (NPI-Q). Linear regressions modelled cross-sectional associations between NPS status (predictor) and CSF biomarker ratios (Aβ42/Aβ40, p-tau181/Aβ42 and t-tau/Aβ42; primary outcomes) and levels (Aβ40, Aβ42, p-tau181 and t-tau; exploratory outcomes), adjusting for age, sex, apolipoprotein E4, education, Mini-Mental State Examination and NPI version. Hierarchical linear mixed-effects (LME) models assessed longitudinal associations over 2 years, incorporating random intercepts and slopes to account for repeated measures. Fixed effects included NPS status, all covariates from the linear regression model, and an interaction term between NPS status and time. Among 477 participants (176 cognitively normal), 52 had MBI-apathy. Primary cross-sectional analyses showed that, compared with the no-NPS group, MBI-apathy was associated with higher CSF p-tau181/Aβ42 [11.25% (2.56%-20.68%); adjusted P = 0.018] and t-tau181/Aβ42 [10.26% (2.42%-18.70%); adjusted P = 0.018]. Exploratory analyses revealed that MBI-apathy was associated with higher CSF p-tau181 [5.98% (0.50%-11.77%); P = 0.032]. Primary LME models showed that MBI-apathy was associated with higher CSF p-tau181/Aβ42 [11.34% (2.55%-20.88%); adjusted P = 0.022] and t-tau181/Aβ42 [10.34% (2.41-18.88%); adjusted P = 0.022] over 2 years. Exploratory LME models revealed that MBI-apathy was associated with higher CSF p-tau181 [6.03% (0.56%-11.81%); P = 0.032] and t-tau [4.96% (0.07%-10.09%); P = 0.049] over 2 years. MBI-apathy was significantly associated with core AD biomarkers cross-sectionally and longitudinally, over 2 years, underscoring its relevance as a marker of AD pathological burden. An overall MBI composite score might reflect a broader spectrum of pathology and warrants further investigation.

Indexed as

Alzheimer DiseaseAmyloid beta-PeptidesApathyCognitive Dysfunctiontau ProteinsAgedAged, 80 and overBiomarkersFemaleHumansMaleMiddle AgedPeptide FragmentsAmyloid beta-PeptidesBiomarkersPeptide Fragmentstau ProteinsAmyloid Tau Neurodegeneration (ATN)Core biomarkersMotivational deficitsPreclinical Alzheimer's diseaseProdromal Alzheimer's disease

Identifiers

PMID40455880
PMCPMC12677908

What Socratic holds

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LicenceCC BY
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Registered trials

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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 Socratic graph.