Diminished functional segregation and resilience are associated with symptomatic severity and cognitive impairments in schizophrenia: a large-scale study.

IF 5.3 3区 医学 Q1 PSYCHIATRY
General Psychiatry Pub Date : 2024-09-20 eCollection Date: 2024-01-01 DOI:10.1136/gpsych-2024-101613
Haohao Yan, Yiding Han, Xijia Xu, Hongxing Zhang, Yiqun He, Guojun Xie, Huabing Li, Feng Liu, Ping Li, Jingping Zhao, Wenbin Guo
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引用次数: 0

Abstract

Background: The research findings on the topological properties of functional connectomes (TP-FCs) in patients with schizophrenia (SZPs) exhibit inconsistencies and contradictions, which can be attributed to limitations such as small sample sizes and heterogeneous data processing techniques.

Aims: To address these limitations, we conducted a large-scale study. Uniform data processing flows were employed to investigate the aberrant TP-FCs and the associations between TP-FCs and symptoms or cognitions (A-TP-SCs) in SZPs.

Methods: The large-scale study included six datasets from four sites, involving 497 SZPs and 374 healthy controls (HCs). A uniform process for imaging data preprocessing and functional connectivity matrix configuration was used. ComBat was employed for data harmonisation, and various TPs were calculated. We explored between-group differences in brain functional integration (FI) and functional segregation (FS) measured with TP-FCs, and conducted partial correlation analyses, with adjustments for age, gender and educational level, to identify A-TP-SCs.

Results: Compared with random networks and HCs, SZPs maintained small-worldness and global FI capacity despite their compromised global FS capacity and resilience. A decline in nodal FI and FS capacity was observed in sensory areas, whereas an increase in nodal FI capacity was found in regions associated with cognition and information integration. In addition, associations between TP-FCs and positive symptoms, negative symptoms or cognitive functions including speed of processing, visual learning and the ability to inhibit cognitive interference were identified in SZPs.

Conclusions: The identified A-TP-SCs verified that reductions in FS and resilience indicated pathological impairments in schizophrenia. The A-TP-SCs or TP-FCs, which measured the same attributes of the functional connectomes, exhibited high internal consistency, robustly reinforcing these findings.

精神分裂症症状严重程度和认知障碍与功能分离和恢复能力减弱有关:一项大规模研究。
研究背景关于精神分裂症(SZPs)患者功能连接组(TP-FCs)拓扑特性的研究结果存在不一致和矛盾之处,这可能是由于样本量小和数据处理技术不统一等局限性造成的。目的:为了解决这些局限性,我们开展了一项大规模研究,采用统一的数据处理流程来研究 SZPs 中异常的 TP-FCs 以及 TP-FCs 与症状或认知(A-TP-SCs)之间的关联:这项大规模研究包括来自四个地点的六个数据集,涉及 497 名 SZPs 和 374 名健康对照者(HCs)。研究采用了统一的成像数据预处理和功能连接矩阵配置流程。采用 ComBat 进行数据协调,并计算各种 TPs。我们探讨了用TP-FCs测量的大脑功能整合(FI)和功能分离(FS)的组间差异,并进行了偏相关分析,对年龄、性别和教育水平进行了调整,以确定A-TP-SCs:与随机网络和 HCs 相比,尽管 SZPs 的全球 FS 能力和复原力受到影响,但它们仍保持了小世界性和全球 FI 能力。在感觉区域观察到节点 FI 和 FS 容量下降,而在与认知和信息整合相关的区域发现节点 FI 容量增加。此外,研究还发现了SZPs中的TP-FCs与阳性症状、阴性症状或认知功能(包括处理速度、视觉学习和抑制认知干扰的能力)之间的关联:经鉴定的A-TP-SC证实,FS和复原力的降低表明精神分裂症患者存在病理损伤。A-TP-SCs或TP-FCs测量了功能连接组的相同属性,表现出较高的内部一致性,有力地证实了这些发现。
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来源期刊
General Psychiatry
General Psychiatry 医学-精神病学
CiteScore
21.90
自引率
2.50%
发文量
848
期刊介绍: General Psychiatry (GPSYCH), an open-access journal established in 1959, has been a pioneer in disseminating leading psychiatry research. Addressing a global audience of psychiatrists and mental health professionals, the journal covers diverse topics and publishes original research, systematic reviews, meta-analyses, forums on topical issues, case reports, research methods in psychiatry, and a distinctive section on 'Biostatistics in Psychiatry'. The scope includes original articles on basic research, clinical research, community-based studies, and ecological studies, encompassing a broad spectrum of psychiatric interests.
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