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首发非情感性精神病的认知亚组及其与症状、心理社会功能和生活质量的关系:一项聚类分析研究

Cognitive subgroups and the relationships with symptoms, psychosocial functioning and quality of life in first-episode non-affective psychosis: a cluster-analysis approach.

作者信息

Kam Candice Tze Kwan, Fung Vivian Shi Cheng, Chang Wing Chung, Hui Christy Lai Ming, Chan Sherry Kit Wa, Lee Edwin Ho Ming, Lui Simon Sai Yu, Chen Eric Yu Hai

机构信息

Department of Psychiatry, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.

State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong SAR, China.

出版信息

Front Psychiatry. 2023 Jul 27;14:1203655. doi: 10.3389/fpsyt.2023.1203655. eCollection 2023.

Abstract

INTRODUCTION

Prior research examining cognitive heterogeneity in psychotic disorders primarily focused on chronic schizophrenia, with limited data on first-episode psychosis (FEP). We aimed to identify distinct cognitive subgroups in adult FEP patients using data-driven cluster-analytic approach, and examine relationships between cognitive subgroups and a comprehensive array of illness-related variables.

METHODS

Two-hundred-eighty-nine Chinese patients aged 26-55 years presenting with FEP to an early intervention program in Hong Kong were recruited. Assessments encompassing premorbid adjustment, illness-onset profile, symptom severity, psychosocial functioning, subjective quality-of-life, and a battery of cognitive tests were conducted. Hierarchical cluster-analysis was employed, optimized with k-means clustering and internally-validated by discriminant-functional analysis. Cognitive subgroup comparisons in illness-related variables, followed by multivariable multinominal-regression analyzes were performed to identify factors independently predictive of cluster membership.

RESULTS

Three clusters were identified including patients with globally-impaired ( = 101, 34.9%), intermediately-impaired ( = 112, 38.8%) and relatively-intact ( = 76, 26.3%) cognition (GIC, IIC and RIC subgroups) compared to demographically-matched healthy-controls' performance ( = 50). GIC-subgroup was older, had lower educational attainment, greater positive, negative and disorganization symptom severity, poorer insight and quality-of-life than IIC- and RIC-subgroups, and higher antipsychotic-dose than RIC-subgroup. IIC-subgroup had lower education levels and more severe negative symptoms than RIC-subgroup, which had better psychosocial functioning than two cognitively-impaired subgroups. Educational attainment and disorganization symptoms were found to independently predict cluster membership.

DISCUSSION

Our results affirmed cognitive heterogeneity in FEP and identified three subgroups, which were differentially associated with demographic and illness-related variables. Further research should clarify longitudinal relationships of cognitive subgroups with clinical and functional outcomes in FEP.

摘要

引言

先前关于精神障碍认知异质性的研究主要集中在慢性精神分裂症,而首发精神病(FEP)的数据有限。我们旨在使用数据驱动的聚类分析方法识别成年FEP患者中不同的认知亚组,并研究认知亚组与一系列全面的疾病相关变量之间的关系。

方法

招募了289名年龄在26 - 55岁之间、在香港一个早期干预项目中表现为FEP的中国患者。进行了包括病前适应、发病情况、症状严重程度、心理社会功能、主观生活质量以及一系列认知测试在内的评估。采用分层聚类分析,并通过k均值聚类进行优化,通过判别功能分析进行内部验证。对疾病相关变量中的认知亚组进行比较,随后进行多变量多项回归分析,以确定独立预测聚类成员的因素。

结果

与人口统计学匹配的健康对照(n = 50)相比,识别出三个聚类,包括认知整体受损(n = 101,34.9%)、中度受损(n = 112,38.8%)和相对完整(n = 76,26.3%)的患者(GIC、IIC和RIC亚组)。与IIC和RIC亚组相比,GIC亚组年龄更大,受教育程度更低,阳性、阴性和紊乱症状更严重,洞察力和生活质量更差,抗精神病药物剂量比RIC亚组更高。IIC亚组的教育水平低于RIC亚组,阴性症状更严重,RIC亚组的心理社会功能比两个认知受损亚组更好。发现受教育程度和紊乱症状可独立预测聚类成员。

讨论

我们的结果证实了FEP中的认知异质性,并识别出三个亚组,它们与人口统计学和疾病相关变量存在差异关联。进一步的研究应阐明FEP中认知亚组与临床和功能结局的纵向关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e2bc/10412814/e4acbd9b27c0/fpsyt-14-1203655-g001.jpg

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