ArticleAlzheimer's & dementia : the journal of the Alzheimer's Association2026
Neuropsychiatric symptoms in preclinical and clinically manifest dementia: clusters and their health determinants.
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. Cited by 1 paper.
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Who cites it
1 citing paper in PubMed.
- Cognitive Reablement Using Digital Voice Assistants for People Living With Dementia or Mild Cognitive Impairment: A Co-Design Study.Health expectations : an international journal of public participation in health care and health policy · 2026Article
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9 authors.
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Abstract
introductionNeuropsychiatric symptoms (NPSs) are common in dementia, but their patterns in preclinical stages remain unclear. This study identified NPS clusters and associated health factors in a geriatric clinical population.
methodsWe analyzed 1234 participants from the Italian GERIatric COgnitive evaluation memory clinic cohort with Neuropsychiatric Inventory data. Clusters were derived using machine learning (K-means, Elbow method) separately for dementia and dementia-free groups. Associations were assessed via multinomial logistic regression.
resultsIn the overall cohort, four NPS clusters emerged: minimal NPS, depression-anxiety-apathy, depression-anxiety, and delusions-agitation-irritability. Cluster profiles differed between the dementia and dementia-free groups. Specific clinical and metabolic factors - lipid abnormalities, glycemic control, thyroid dysfunction, and underweight status - were differentially associated with NPS clusters. DISCUSSION: Distinct NPS patterns exist across the dementia continuum. These clusters differ in demographic, cognitive, functional, and metabolic profiles, suggesting NPS may precede cognitive decline and represent syndromic entities with diagnostic relevance. Multidimensional, personalized approaches are needed.
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