Exploring functional dysconnectivity in schizophrenia: alterations in eigenvector centrality mapping and insights into related genes from transcriptional profiles.

IF 3 Q2 PSYCHIATRY Schizophrenia (Heidelberg, Germany) Pub Date : 2024-03-15 DOI:10.1038/s41537-024-00457-1
Yuan Ji, Mengjing Cai, Yujing Zhou, Juanwei Ma, Yijing Zhang, Zhihui Zhang, Jiaxuan Zhao, Ying Wang, Yurong Jiang, Ying Zhai, Jinglei Xu, Minghuan Lei, Qiang Xu, Huaigui Liu, Feng Liu
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Abstract

Schizophrenia is a mental health disorder characterized by functional dysconnectivity. Eigenvector centrality mapping (ECM) has been employed to investigate alterations in functional connectivity in schizophrenia, yet the results lack consistency, and the genetic mechanisms underlying these changes remain unclear. In this study, whole-brain voxel-wise ECM analyses were conducted on resting-state functional magnetic resonance imaging data. A cohort of 91 patients with schizophrenia and 91 matched healthy controls were included during the discovery stage. Additionally, in the replication stage, 153 individuals with schizophrenia and 182 healthy individuals participated. Subsequently, a comprehensive analysis was performed using an independent transcriptional database derived from six postmortem healthy adult brains to explore potential genetic factors influencing the observed functional dysconnectivity, and to investigate the roles of identified genes in neural processes and pathways. The results revealed significant and reliable alterations in the ECM across multiple brain regions in schizophrenia. Specifically, there was a significant decrease in ECM in the bilateral superior and middle temporal gyrus, and an increase in the bilateral thalamus in both the discovery and replication stages. Furthermore, transcriptional analysis revealed 420 genes whose expression patterns were related to changes in ECM, and these genes were enriched mainly in biological processes associated with synaptic signaling and transmission. Together, this study enhances our knowledge of the neural processes and pathways involved in schizophrenia, shedding light on the genetic factors that may be linked to functional dysconnectivity in this disorder.

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探索精神分裂症的功能性连接障碍:特征向量中心性图谱的改变以及从转录谱图谱中了解相关基因。
精神分裂症是一种以功能连接障碍为特征的精神疾病。特征向量中心性图谱(ECM)已被用于研究精神分裂症患者功能连接性的改变,但研究结果缺乏一致性,而且这些改变的遗传机制仍不清楚。本研究对静息态功能磁共振成像数据进行了全脑体素ECM分析。在发现阶段,研究人员纳入了 91 名精神分裂症患者和 91 名匹配的健康对照组。此外,在复制阶段,有 153 名精神分裂症患者和 182 名健康人参与。随后,研究人员利用来自六个死后健康成人大脑的独立转录数据库进行了综合分析,以探索影响所观察到的功能性连接障碍的潜在遗传因素,并研究已识别基因在神经过程和通路中的作用。研究结果表明,精神分裂症患者多个脑区的ECM发生了明显而可靠的改变。具体来说,在发现阶段和复制阶段,双侧颞上回和颞中回的 ECM 均显著减少,而双侧丘脑的 ECM 则显著增加。此外,转录分析还发现有 420 个基因的表达模式与 ECM 的变化有关,这些基因主要集中在与突触信号和传递相关的生物过程中。总之,这项研究增进了我们对精神分裂症所涉及的神经过程和通路的了解,揭示了可能与这种疾病的功能性连接障碍有关的遗传因素。
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