Exploring functional dysconnectivity in schizophrenia: alterations in eigenvector centrality mapping and insights into related genes from transcriptional profiles
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
Affiliations
Yuan Ji
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Mengjing Cai
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Yujing Zhou
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Juanwei Ma
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Yijing Zhang
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Zhihui Zhang
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Jiaxuan Zhao
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Ying Wang
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Yurong Jiang
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Ying Zhai
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Jinglei Xu
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Minghuan Lei
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Qiang Xu
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Huaigui Liu
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
Feng Liu
Department of Radiology and Tianjin Key Laboratory of Functional Imaging, Tianjin Medical University General Hospital
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.