4.7 Article

Identifying neurocognitive heterogeneity in Older Adults with Bipolar Disorder: a cluster analysis

Journal

JOURNAL OF AFFECTIVE DISORDERS
Volume 298, Issue -, Pages 522-531

Publisher

ELSEVIER
DOI: 10.1016/j.jad.2021.11.028

Keywords

Cognition; Bipolar disorder; Older adults with bipolar disorder; Heterogeneity; cluster analysis; neuropsychology

Funding

  1. Spanish Ministry of Science
  2. CIBER of Mental Health (CIBERSAM)
  3. Comissionat per a Universitats I Recerca del DIUE de la Generalitat de Catalunya [2017 1365]
  4. CERCA Programme/Generalitat de Catalunya
  5. Instituto de Salud Carlos III, Spanish Ministry of Innovation and Science [PI20/00060]

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This study found significant cognitive heterogeneity in older adults with bipolar disorder, with patients being divided into three distinct clusters based on the severity of cognitive impairment. Factors such as older age, late onset, higher number of psychiatric admissions, and lower psychosocial functioning were associated with greater cognitive impairment. Conversely, factors like younger age, more education, and higher estimated IQ were associated with preserved cognitive functioning.
Background: Cognitive profiles of BD patients show a demonstrated heterogeneity among young and middle-aged patients, but this issue has not yet deeply explored in Older Adults with bipolar disorder (OABD). The aim of the present study was to analyze cognitive variability in a sample of OABD. Methods: A total of 138 OABD patients and 73 healthy controls were included in this study. A comprehensive neuropsychological assessment was administered. We performed a k-means cluster analysis method based on the neurocognitive performance to detect heterogeneous subgroups. Demographic, clinical, cognitive and functional variables were compared. Finally, univariate logistic regressions were conducted to detect variables associated with the severity of the cognitive impairment. Results: We identified three distinct clusters based on the severity of cognitive impairment: (1) a preserved group (n = 58; 42%) with similar cognitive performance to HC, (2) a group showing mild cognitive deficits in all cognitive domains (n = 64; 46%) and, finally, (3) a group exhibiting severe cognitive impairment (n = 16; 12%). Older age, late onset, higher number of psychiatric admissions and lower psychosocial functioning were associated with the greatest cognitive impairment. Lower age, more years of education and higher estimated IQ were associated with a preserve cognitive functioning. Limitations: The small sample size of the severely impaired group. Conclusions: Cognitive heterogeneity remains at late-life bipolar disorder. Demographic and specific illness factors are related to cognitive dysfunction. Detecting distinct cognitive subgroups may have significant clinical implications for tailoring specific intervention strategies adapted to the level of the impairment and also to prevent cognitive decline.

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