Evidence map›Paper›PMID 39416486›Full record

ArticleAlzheimer's & dementia (Amsterdam, Netherlands)

Apathy and effort-based decision-making in Alzheimer's disease and subjective cognitive impairment.

Bahaaeddin Attaallah, Sofia Toniolo, Maria Raquel Maio, Masud Husain

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Article in Alzheimer's & dementia (Amsterdam, Netherlands). The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

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0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Working Memory Deficits in Hippocampal Amnesia are Associated with Apathy.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Bahaaeddin AttaallahNuffield Department of Clinical Neurosciences University of Oxford Oxford UK.ORCID https://orcid.org/0000-0002-7842-7974
Sofia TonioloNuffield Department of Clinical Neurosciences University of Oxford Oxford UK.
Maria Raquel MaioNuffield Department of Clinical Neurosciences University of Oxford Oxford UK.
Masud HusainNuffield Department of Clinical Neurosciences University of Oxford Oxford UK.

Funding

Wellcome Trust
6 · The paper itself

Abstract

introductionApathy is a significant feature in Alzheimer's disease (AD) and subjective cognitive impairment (SCI), though its mechanisms are not well established.

methodsAn effort-based decision-making (EBDM) framework was applied to investigate apathy in 30 AD patients, 41 SCI participants, and 55 healthy controls (HC). Data were analyzed using a drift-diffusion model (DDM) to uncover latent psychological processes.

resultsSCI participants reported higher apathy than AD patients and HC. However, informant reports of apathy in AD patients were higher than self-reports and indicated significant apathy compared to HC. Both the AD and SCI groups showed reduced sensitivity to effort changes, linked to executive dysfunction in AD and apathy in SCI. Increased resting functional cortical connectivity with the nucleus accumbens (NA) was associated with higher apathy in SCI. DISCUSSION: These results highlight a similar disruption of EBDM in AD and SCI, differentially related to executive functioning in AD and apathy in SCI. Highlights: This is the first study investigating apathy using an effort-based decision-making (EBDM) framework in Alzheimer's disease (AD) and subjective cognitive impairment (SCI).Self-reports underestimate apathy in AD patients when compared to informant reports and healthy controls (HC). SCI participants, in whom self and informant reports were more concordant, also showed higher degrees of apathy.Both AD and SCI groups showed reduced sensitivity to effort.Reduced sensitivity to effort correlates with executive dysfunction in AD and apathy, but not depression, in SCI.Increased nucleus accumbens (ventral striatum) connectivity with the frontoparietal network was associated with higher apathy scores in SCI.The results thus suggest that while AD and SCI can have similar deficits in EBDM, these deficits correlate with distinct clinical manifestations: executive dysfunction in AD and apathy in SCI.

Indexed as

Alzheimer's diseaseapathydrift diffusion modelingeffort‐based decision makingresting‐state fMRIsubjective cognitive impairment

Identifiers

PMID39416486
PMCPMC11480904

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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 OpenQuestion graph.