Beyond severity: Mapping cognitive heterogeneity in schizophrenia at the structural level.
Cognitive heterogeneity in schizophrenia (SCZ) involves global deviation and structural changes. A new framework, norm-anchored cognitive structural deviation (NCSD), refines the understanding of these cognitive differences.
Area of Science:
- Neuroscience
- Psychiatry
- Cognitive Psychology
Background:
- Cognitive heterogeneity is a key characteristic of schizophrenia (SCZ).
- Current methods using domain-specific scores may not fully capture the complex cognitive structure in SCZ.
- A novel approach is needed to better understand cognitive variations in schizophrenia.
Purpose of the Study:
- To develop and validate a norm-anchored cognitive structural deviation (NCSD) framework to analyze cognitive heterogeneity in SCZ.
- To investigate global and structural cognitive deviations in SCZ patients compared to healthy controls (HC).
- To quantify these deviations using novel indices and explore their clinical associations.
Main Methods:
- Developed a norm-anchored latent cognitive structure (N-LCS) derived from healthy controls (HC).
- Applied the NCSD framework to assess cognitive performance in SCZ patients, quantifying global deviation (CNDI) and structural alterations (LPD, CSD).
- Validated the N-LCS in an independent cohort and performed robustness analyses for SCZ-specific findings.
Main Results:
- The N-LCS demonstrated stability and validity in distinguishing cognitive structures.
- SCZ patients exhibited significant global deviation (CNDI) from the N-LCS and altered executive function indicator patterns (LPD).
- Correlation patterns among cognitive measures differed between SCZ and HC (CSD), with LPD and CSD associated with anxiety and positive symptoms.
Conclusions:
- Cognitive heterogeneity in SCZ encompasses both global deviations and alterations in cognitive structure.
- The NCSD framework offers a refined method for characterizing cognitive heterogeneity in SCZ.
- This approach may advance precision psychiatry and strategies for functional recovery in schizophrenia.
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