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Cognitive variability in psychotic disorders: a cross-diagnostic cluster analysis
K E Lewandowski1, S H Sperry1, B M Cohen1
1Schizophrenia and Bipolar Disorder Program,McLean Hospital,115 Mill Street, Belmont, MA 02478,USA.
This study identified four distinct neurocognitive profiles in patients with psychosis, revealing varied cognitive strengths and weaknesses. These groupings may aid in developing personalized treatments for psychotic disorders.
Area of Science:
- Neuroscience
- Psychiatry
- Cognitive Psychology
Background:
- Cognitive dysfunction is a key feature of psychotic disorders, but profiles vary widely.
- Existing research on cognitive clusters primarily focuses on schizophrenia, not cross-diagnostic samples.
- A data-driven cluster analysis approach can identify distinct neurocognitive profiles in psychosis.
Purpose of the Study:
- To examine cognitive variables in a cross-diagnostic sample of 167 patients with psychosis.
- To identify distinct neurocognitive clusters within this patient group.
- To compare identified clusters based on diagnosis, clinical symptoms, demographics, and functioning.
Main Methods:
- A sample of 167 patients with schizophrenia, schizo-affective disorder, or bipolar disorder with psychosis was assessed.
- Cognitive data were analyzed using Ward's method and K-means clustering.
- Clusters were compared on clinical and demographic variables.
Main Results:
- A four-cluster solution emerged: one neuropsychologically normal, one globally impaired, and two with mixed profiles.
- Clusters differed significantly on various clinical variables.
- Diagnoses were represented across all clusters, though not uniformly.
Conclusions:
- Identifying distinct neurocognitive profiles can help pinpoint underlying neural abnormalities.
- These groupings may facilitate the development of individualized treatment strategies.
- Cognitive remediation can potentially be tailored to specific patient cognitive profiles.
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