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近期发病精神分裂症的认知亚型:不同的神经生物学特征?

Cognitive subtypes in recent onset psychosis: distinct neurobiological fingerprints?

机构信息

University of Cologne, Faculty of Medicine and University Hospital of Cologne, Cologne, Germany.

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

出版信息

Neuropsychopharmacology. 2021 Jul;46(8):1475-1483. doi: 10.1038/s41386-021-00963-1. Epub 2021 Mar 15.

Abstract

In schizophrenia, neurocognitive subtypes can be distinguished based on cognitive performance and they are associated with neuroanatomical alterations. We investigated the existence of cognitive subtypes in shortly medicated recent onset psychosis patients, their underlying gray matter volume patterns and clinical characteristics. We used a K-means algorithm to cluster 108 psychosis patients from the multi-site EU PRONIA (Prognostic tools for early psychosis management) study based on cognitive performance and validated the solution independently (N = 53). Cognitive subgroups and healthy controls (HC; n = 195) were classified based on gray matter volume (GMV) using Support Vector Machine classification. A cognitively spared (N = 67) and impaired (N = 41) subgroup were revealed and partially independently validated (N = 40, N = 13). Impaired patients showed significantly increased negative symptomatology (p = 0.003), reduced cognitive performance (p < 0.001) and general functioning (p < 0.035) in comparison to spared patients. Neurocognitive deficits of the impaired subgroup persist in both discovery and validation sample across several domains, including verbal memory and processing speed. A GMV pattern (balanced accuracy = 60.1%, p = 0.01) separating impaired patients from HC revealed increases and decreases across several fronto-temporal-parietal brain areas, including basal ganglia and cerebellum. Cognitive and functional disturbances alongside brain morphological changes in the impaired subgroup are consistent with a neurodevelopmental origin of psychosis. Our findings emphasize the relevance of tailored intervention early in the course of psychosis for patients suffering from the likely stronger neurodevelopmental character of the disease.

摘要

在精神分裂症中,可以根据认知表现将神经认知亚型区分开来,它们与神经解剖学改变有关。我们研究了短期药物治疗的首发精神病患者中是否存在认知亚型,以及它们潜在的灰质体积模式和临床特征。我们使用 K 均值算法根据认知表现对来自多中心 EU PRONIA(早期精神病管理的预后工具)研究的 108 名精神病患者进行聚类,并在独立的验证队列(N=53)中验证了该解决方案。根据灰质体积(GMV)使用支持向量机分类对认知亚组和健康对照组(HC;N=195)进行分类。发现并部分独立验证了认知保留(N=67)和受损(N=41)亚组(N=40,N=13)。与保留组相比,受损组患者的阴性症状明显增加(p=0.003),认知表现(p<0.001)和一般功能(p<0.035)降低。受损亚组的神经认知缺陷在发现和验证样本中在多个领域持续存在,包括言语记忆和处理速度。一个能够区分受损患者和 HC 的 GMV 模式(准确率=60.1%,p=0.01)显示,几个额颞顶枕脑区包括基底节和小脑的 GMV 增加和减少。受损亚组的认知和功能障碍以及大脑形态学变化与精神病的神经发育起源一致。我们的发现强调了在精神病病程早期针对患者进行有针对性干预的重要性,这些患者可能具有更强的疾病神经发育特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1b92/8209013/acb3f33579da/41386_2021_963_Fig1_HTML.jpg

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