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精神分裂症患者视觉运动感知的不规则性与阴性症状

Irregularity of visual motion perception and negative symptoms in schizophrenia.

作者信息

Fan Yi, Tao Yunhai, Wang Jue, Gao Yuan, Wei Wei, Zheng Chanying, Zhang Xiaotong, Song Xue Mei, Northoff Georg

机构信息

Affiliated Mental Health Center & Hangzhou Seventh People's Hospital, Interdisciplinary Institute of Neuroscience and Technology, School of Medicine, Zhejiang University, Hangzhou, China.

Key Laboratory of Biomedical Engineering of Ministry of Education, Qiushi Academy for Advanced Studies, College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China.

出版信息

Schizophrenia (Heidelb). 2024 Sep 30;10(1):82. doi: 10.1038/s41537-024-00496-8.

Abstract

Schizophrenia (SZ) is a severe psychiatric disorder characterized by perceptual, emotional, and behavioral abnormalities, with cognitive impairment being a prominent feature of the disorder. Recent studies demonstrate irregularity in SZ with increased variability on the neural level. Is there also irregularity on the psychophysics level like in visual perception? Here, we introduce a methodology to analyze the irregularity in a trial-by-trial way to compare the SZ and healthy control (HC) subjects. In addition, we use an unsupervised clustering algorithm K-means + + to identify SZ subgroups in the sample, followed by validation of the subgroups based on intraindividual visual perception variability and clinical symptomatology. The K-means + + method divided SZ patients into two subgroups by measuring durations across trials in the motion discrimination task, i.e., high, and low irregularity of SZ patients (HSZ, LSZ). We found that HSZ and LSZ subgroups are associated with more negative and positive symptoms respectively. Applying a mediation model in the HSZ subgroup, the enhanced irregularity mediates the relationship between visual perception and negative symptoms. Together, we demonstrate increased irregularity in visual perception of a HSZ subgroup, including its association with negative symptoms. This may serve as a promising marker for identifying and distinguishing SZ subgroups.

摘要

精神分裂症(SZ)是一种严重的精神疾病,其特征为感知、情感和行为异常,认知障碍是该疾病的一个突出特征。最近的研究表明,精神分裂症存在神经层面的不规则性,且变异性增加。在视觉感知等心理物理学层面是否也存在不规则性呢?在此,我们引入一种方法,以逐次试验的方式分析不规则性,用于比较精神分裂症患者和健康对照(HC)受试者。此外,我们使用无监督聚类算法K均值++来识别样本中的精神分裂症亚组,随后基于个体内视觉感知变异性和临床症状学对亚组进行验证。K均值++方法通过测量运动辨别任务中各次试验的持续时间,将精神分裂症患者分为两个亚组,即精神分裂症患者的高不规则性组和低不规则性组(HSZ,LSZ)。我们发现,HSZ和LSZ亚组分别与更多的阴性和阳性症状相关。在HSZ亚组中应用中介模型,增强的不规则性介导了视觉感知与阴性症状之间的关系。总之,我们证明了HSZ亚组视觉感知中的不规则性增加,包括其与阴性症状的关联。这可能成为识别和区分精神分裂症亚组的一个有前景的标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bd29/11443095/fc2d7dc58698/41537_2024_496_Fig1_HTML.jpg

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