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European Journal of Psychiatry

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European Journal of Psychiatry Differential profiles of executive function dimensions in first-episode and chro...
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Vol. 40. Issue 2.
(April - June 2026)
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Vol. 40. Issue 2.
(April - June 2026)
Original article

Differential profiles of executive function dimensions in first-episode and chronic schizophrenia: Identifying markers of illness stage

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Xiaolong Yanga,b,1, Tongyi Zhanga,1, Xulong Renc, Yongjie Wangb, Hongbo Lvb, Meifang Sua,d, Xiaoning Huob,
Corresponding author
lzsyhxn@163.com

Corresponding authors.
, Xin Zhaoa,
Corresponding author
psyzhaoxin@nwnu.edu.cn

Corresponding authors.
a School of Psychology, Northwest Normal University, Lanzhou, China
b The Third People's Hospital of Lanzhou, Lanzhou, China
c Lanzhou Vocational Technical College, Lanzhou, China
d The High School Affiliated to Lanzhou Jiaotong University, Lanzhou, China
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Abstract
Background and objectives

Executive function (EF) impairment represents a core feature of schizophrenia, yet how specific EF dimensions differ across illness stages remains poorly understood. This study aimed to characterize the differential profiles of three EF dimensions between first-episode schizophrenia (FES) and chronic schizophrenia (ChSz) patients, and to identify which dimensions most strongly differentiate between these illness stages.

Methods

A total of 182 schizophrenia patients (85 FES, illness duration ≤ 2 years; 97 ChSz, illness duration ≥ 5 years) completed five behavioral paradigms assessing inhibitory control, working memory, and cognitive flexibility. Mixed-model ANCOVA examined differential EF impairment patterns between groups. Random forest classifiers with nested cross-validation and Shapley Additive Explanations (SHAP) were employed to determine the relative multivariate importance of EF dimensions in distinguishing between illness stages.

Results

Mixed-model ANCOVA revealed a significant group-by-dimension interaction. FES patients exhibited milder deficits in inhibitory control and working memory updating compared to ChSz patients (all pfdr < 0.05), with the largest effect size for interference inhibition (η² = 0.140). Correlation analyses linked EF impairments to illness duration, symptom severity, and antipsychotic dosage. SHAP analysis identified interference inhibition and working memory updating as the dimensions most strongly associated with illness stage.

Conclusions

This study revealed stage-specific EF impairment profiles in schizophrenia, with inhibitory control and working memory updating showing the greatest differences between FES and ChSz patients. These dimensions may serve as sensitive markers for differentiating illness stages and represent potential targets for stage-specific cognitive interventions.

Keywords:
First-episode schizophrenia
Chronic schizophrenia
Executive dysfunction
Interpretable machine learning

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