Zheng Weimin, Wang Ling, Yang Beining, Chen Qian, Hu Yongsheng, Du Jubao, Li Xuejing, Chen Xin, Qin Wen, Li Kuncheng, Lu Jie, Chen Nan
Department of Radiology and Nuclear Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China.
Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Beijing, China.
Front Neurosci. 2022 Jul 29;16:914549. doi: 10.3389/fnins.2022.914549. eCollection 2022.
The previous studies have found significant brain structural and functional changes in cerebral regions after spinal cord injury (SCI), but few studies have explored the cerebellar-cerebral circuit changes in SCI. This study aims to study the brain structural changes of cerebellar subregions and its functional connectivity (FC) changes with cerebrum in complete thoracolumbar SCI (CTSCI), and screen out the regions that play relatively important roles in affecting sensorimotor function. Eighteen CTSCI patients and 18 age- and gender-matched healthy controls (HCs) were recruited. Voxel-based morphometry (VBM) was used to characterize the brain structural changes of cerebellar subregions [from the Anatomical Automatic Labeling (AAL116)], seed-based FC was used to evaluate the cerebellar-cerebral FC changes and support vector machine (SVM) analysis was used to search for sensitive imaging indicators. CTSCI patients showed slightly structural atrophy in vermis_3 ( = 0.046) and significantly decreased FC between cerebellum and cerebral sensorimotor-, visual-, cognitive-, and auditory-related regions (cluster-level FWE correction with < 0.05). Additionally, SVM weight analysis showed that FC values between vermis_10 and right fusiform gyrus had the greatest weight in functional changes of CTSCI. In conclusion, different degrees of structural and functional changes occurred in each subregion of cerebellum following CTSCI, and FC change between vermis_10 and right fusiform gyrus plays the most important role in dysfunction and may become an important neural network index of rehabilitation therapy.
先前的研究发现,脊髓损伤(SCI)后大脑区域存在显著的结构和功能变化,但很少有研究探讨SCI中的小脑-大脑回路变化。本研究旨在研究完全性胸腰段SCI(CTSCI)中小脑亚区的脑结构变化及其与大脑的功能连接(FC)变化,并筛选出在影响感觉运动功能方面起相对重要作用的区域。招募了18例CTSCI患者和18例年龄及性别匹配的健康对照(HCs)。基于体素的形态学测量(VBM)用于表征小脑亚区的脑结构变化[来自解剖自动标记(AAL116)],基于种子点的FC用于评估小脑-大脑FC变化,支持向量机(SVM)分析用于寻找敏感的成像指标。CTSCI患者在蚓部_3显示出轻微的结构萎缩( = 0.046),并且小脑与大脑感觉运动、视觉、认知和听觉相关区域之间的FC显著降低(聚类水平FWE校正, < 0.05)。此外,SVM权重分析表明,蚓部_10与右侧梭状回之间的FC值在CTSCI的功能变化中权重最大。总之,CTSCI后小脑各亚区出现了不同程度的结构和功能变化,蚓部_10与右侧梭状回之间的FC变化在功能障碍中起最重要作用,可能成为康复治疗的重要神经网络指标。