Dataset Information

A data-driven examination of apathy and depressive symptoms in dementia with independent replication.

ABSTRACT: Apathy is one of the most common neuropsychiatric symptoms (NPS) and is associated with poor clinical outcomes. Research that helps define the apathy phenotype is urgently needed, particularly for clinical and biomarker studies. We used latent class analysis (LCA) with two independent cohorts to understand how apathy and depression symptoms co-occur statistically. We further explored the relationship between latent class membership, demographics, and the presence of other NPS. The LCA identified a four-class solution (no symptoms, apathy, depression, and combined apathy/depression), reproducible over both cohorts, providing robust support for an apathy syndrome distinct from depression and confirming that an apathy/depression syndrome exists, supported by the model fit test with the four-class solution scores evidencing better fitting (Bayesian information criterion adjusted and entropy R ²). Using a data-driven method, we show distinct and statistically meaningful co-occurrence of apathy and depressive symptoms. There was evidence that these classes have different clinical associations, which may help inform diagnostic categories for research studies and clinical practice.

Highlights

We found four classes: no symptoms, apathy, depression and apathy/depression.Apathy conferred a higher probability for agitation.Apathy diagnostic criteria should include accompanying neuropsychiatric symptoms.

SUBMITTER: Vasconcelos Da Silva M

PROVIDER: S-EPMC9899765 | biostudies-literature | 2023 Jan-Mar

REPOSITORIES: biostudies-literature

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A data-driven examination of apathy and depressive symptoms in dementia with independent replication.

Vasconcelos Da Silva Miguel M Melendez-Torres Gerardo Javier GJ Ismail Zahinoor Z Testad Ingelin I Ballard Clive C Creese Byron B

Alzheimer's & dementia (Amsterdam, Netherlands) 20230101 1

Apathy is one of the most common neuropsychiatric symptoms (NPS) and is associated with poor clinical outcomes. Research that helps define the apathy phenotype is urgently needed, particularly for clinical and biomarker studies. We used latent class analysis (LCA) with two independent cohorts to understand how apathy and depression symptoms co-occur statistically. We further explored the relationship between latent class membership, demographics, and the presence of other NPS. The LCA identified ...[more]

PMID: 36777092

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Project description:AIMS AND OBJECTIVES:The objective of this analysis was to clarify the concepts of apathy and passivity in the context of dementia by identifying distinguishing and overlapping attributes for both concepts simultaneously. BACKGROUND:Apathy is among the most common and persistent symptoms in dementia. The concept of apathy is often used interchangeably with passivity. Understanding similarities and differences between these concepts is of critical importance in clarifying clinical diagnostic criteria, developing consistent measurement in research and translating research evidence into nursing practice. DESIGN:A systematic literature search of multiple databases identified relevant articles for review. A modified combination of Haase et al.'s simultaneous concept analysis method and Morses' principle-based concept analysis using qualitative content and thematic analysis procedures was applied to identify overlapping and distinguishing attributes. METHODS:A search of PubMed, CINAHL and PsycINFO databases identified 176 articles meeting inclusion criteria. The concepts of apathy and passivity were characterised using a standardised manual to identify attributes of definitions (conceptual and operational), related conditions, functional, behavioural and neurobiological correlates, antecedents and consequences. Thematic analysis identified common themes across each category which were tabulated and entered into comparative matrices to identify overlapping and distinguishing features. RESULTS:There is considerable overlap across attributes of apathy and passivity. Apathy is distinguished as a clinical syndrome characterised by loss of motivation not due to emotional distress or cognitive impairment. Passivity is distinguished as a lack of interaction between the individual and environment in the context of cognitive impairment. CONCLUSION:In contrast to passivity, apathy is a more robustly defined concept focused on motivational limitations within the individual associated with specific neuroanatomical deficits. RELEVANCE TO CLINICAL PRACTICE:The identification of key distinguishing features of apathy and passivity in dementia is a critical first step in ensuring consistent measurement of each concept.

Project description:BackgroundA diagnosis of dementia in middle-aged and elder people is often complicated by physical frailty and comorbid neuropsychiatric symptoms (NPSs). Previous studies have identified NPSs as a risk factor for dementia. The aim of this study was to figure out to what extent individual NPS and certain demographic factors increased the risk of dementia in middle-aged and senior psychiatric inpatients.MethodsOne hundred twenty-seven middle-aged and senior patients admitted to psychiatric wards for late-onset (age ≥ 50 years) psychiatric symptoms were included and categorized into dementia or non-demented psychiatric disorders (NDPD). The patients' demographic information and medical records were collected during the first hospitalization and subjected to statistical analyses.Results41.73% of the registered psychiatric inpatients were diagnosed as dementia in which Alzheimer's disease (AD) was the dominant subtype. The NDPD group consisted of nine individual diagnoses, except for schizophrenia. The frequencies of dementia inpatients increased with first episode age while that of NDPD inpatients decreased with first episode age. In the enrolled inpatients, most of dementia patients were males while females accounted for a higher proportion of NDPD patients. 58.49% of enrolled dementia inpatients presented cognitive deficit (CD) as the initial symptom while the remaining 41.51% showed NPS as initial symptom. Of the 12 NPSs, agitation and apathy greatly and significantly increased risk of dementia in psychiatric inpatients with late-onset psychiatric symptoms.ConclusionsThese results added evidence that the demented patients admitted to psychiatric ward are more likely to be male, older first episode age, and have characteristic NPS including aberrant motor behavior (AMB), hallucinations, agitation, irritability and apathy. Further, this study emphasized the importance of agitation and apathy of NPSs functioning as risk factors of dementia in these inpatients.

Dataset Information

A data-driven examination of apathy and depressive symptoms in dementia with independent replication.

Highlights

Publications

A data-driven examination of apathy and depressive symptoms in dementia with independent replication.

Similar Datasets

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