首发精神分裂症功能脑网络的可控制性及其临床意义
Controllability of Functional Brain Networks and Its Clinical Significance in First-Episode Schizophrenia.
机构信息
Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, Sichuan, P.R. China.
Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610041, Sichuan, P.R. China.
出版信息
Schizophr Bull. 2023 May 3;49(3):659-668. doi: 10.1093/schbul/sbac177.
BACKGROUND AND HYPOTHESIS
Disrupted control of brain state transitions may contribute to the diverse dysfunctions of cognition, emotion, and behavior that are fundamental to schizophrenia. Control theory provides the rationale for evaluating brain state transitions from a controllability perspective, which may help reveal the brain mechanism for clinical features such as cognitive control deficits associated with schizophrenia. We hypothesized that brain controllability would be altered in patients with schizophrenia, and that controllability of brain networks would be related to clinical symptomatology.
STUDY DESIGN
Controllability measurements of functional brain networks, including average controllability and modal controllability, were calculated and compared between 125 first-episode never-treated patients with schizophrenia and 133 healthy controls (HCs). Associations between controllability metrics and clinical symptoms were evaluated using sparse canonical correlation analysis.
STUDY RESULTS
Compared to HCs, patients showed significantly increased average controllability (PFDR = .023) and decreased modal controllability (PFDR = .023) in dorsal anterior cingulate cortex (dACC). General psychopathology symptoms and positive symptoms were positively correlated with average controllability in regions of default mode network and negatively associated with average controllability in regions of sensorimotor, dorsal attention, and frontoparietal networks.
CONCLUSIONS
Our findings suggest that altered controllability of functional activity in dACC may play a critical role in the pathophysiology of schizophrenia, consistent with the importance of this region in cognitive and brain state control operations. The demonstration of associations of functional controllability with psychosis symptoms suggests that the identified alterations in average controllability of brain function may contribute to the severity of acute psychotic illness in schizophrenia.
背景与假说
大脑状态转换控制的紊乱可能导致精神分裂症的认知、情感和行为等多种功能障碍。控制理论为从可控性角度评估大脑状态转换提供了依据,这可能有助于揭示与精神分裂症相关的认知控制缺陷等临床特征的大脑机制。我们假设精神分裂症患者的大脑可控性会发生改变,并且大脑网络的可控性与临床症状有关。
研究设计
在 125 名首发未治疗的精神分裂症患者和 133 名健康对照者(HCs)中,计算并比较了功能大脑网络的可控性测量值,包括平均可控性和模态可控性。使用稀疏正则相关分析评估可控性指标与临床症状之间的关系。
研究结果
与 HCs 相比,患者的背侧前扣带回(dACC)的平均可控性(PFDR =.023)显著增加,模态可控性(PFDR =.023)降低。一般精神病症状和阳性症状与默认模式网络区域的平均可控性呈正相关,与感觉运动、背侧注意和额顶叶网络区域的平均可控性呈负相关。
结论
我们的研究结果表明,dACC 中功能活动可控性的改变可能在精神分裂症的病理生理学中起关键作用,这与该区域在认知和大脑状态控制操作中的重要性一致。功能可控性与精神病症状的关联表明,大脑功能的平均可控性的改变可能导致精神分裂症急性精神病的严重程度。