Zou Ting, Hou Manliu, Han Honghao, Wang Xuyang, Chen Huafu, Tang Yongxiang, Li Rong, Hu Shuo
The Clinical Hospital of Chengdu Brain Science Institute, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 610054, PR China; MOE Key Laboratory for Neuroinformation, High-Field Magnetic Resonance Brain Imaging Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu 610054, PR China.
Department of Nuclear Medicine, Xiangya Hospital, Central South University, Changsha 410008, PR China; National Clinical Research Center for Geriatric Diseases, Xiangya Hospital, Central South University, Changsha 410008, PR China.
Neuroimage Clin. 2025 Jun 18;47:103814. doi: 10.1016/j.nicl.2025.103814.
Amyotrophic lateral sclerosis (ALS) is a brain network disorder closely associated with synaptic loss in the upper and lower motor neurons. However, the in vivo synaptic network changes and their progressive processes remain unclear. Here, we aim to investigate the synaptic density network connectivity and the likely sequences of synaptic loss in patients with ALS.
We examined data from 21 patients diagnosed with ALS and 25 sex- and age-matched healthy controls (HCs) who underwent PET imaging with the SV2A radioligand [F]SynVesT-1. The individual synaptic density similarity network was constructed for each patient by calculating the similarity between interregional synaptic density distributions. The synaptic network connectivity changes were investigated, followed by an examination of the local synaptic density in regions that showed significant network alterations. Finally, we constructed the voxel-wise and ROI-wise causal synaptic covariance network (cSCN) by applying Granger causality analysis. This allowed us to identify the sequence of synaptic loss in these brain regions.
We observed an overall decrease in synaptic density network connectivity in ALS patients compared to controls, with the highest nodal degree in the right medulla oblongata. Specifically, the reduced connections were dominantly between the medulla oblongata and the striatum, frontal lobe, occipital lobe, as well as between the striatum and the frontal lobe, occipital lobe. Furthermore, patients with ALS displayed significantly synaptic loss in those brain regions. The cSCN analyses showed that as the disease progresses, the cortical synaptic loss sequences of ALS extend from the medulla oblongata to the regions including the striatum, frontal lobe, occipital lobe, and parietal lobe.
These findings suggest that synaptic density network degeneration in ALS may follow a bottom-up transmission pattern, primarily involving in the medulla oblongata-striatum-neocortex network, which have the potential to capture new network-based targets for clinical therapy in the progression of ALS.
肌萎缩侧索硬化症(ALS)是一种与上下运动神经元突触丧失密切相关的脑网络疾病。然而,体内突触网络的变化及其进展过程仍不清楚。在此,我们旨在研究ALS患者的突触密度网络连通性以及突触丧失的可能顺序。
我们检查了21例诊断为ALS的患者和25例年龄和性别匹配的健康对照(HCs)的数据,这些患者和对照均接受了使用SV2A放射性配体[F]SynVesT-1的PET成像。通过计算区域间突触密度分布之间的相似性,为每位患者构建个体突触密度相似性网络。研究突触网络连通性的变化,随后检查显示出显著网络改变的区域中的局部突触密度。最后,我们通过应用格兰杰因果分析构建了体素级和感兴趣区域(ROI)级的因果突触协方差网络(cSCN)。这使我们能够确定这些脑区中突触丧失的顺序。
与对照组相比,我们观察到ALS患者的突触密度网络连通性总体下降,右侧延髓的节点度最高。具体而言,连接减少主要发生在延髓与纹状体、额叶、枕叶之间,以及纹状体与额叶、枕叶之间。此外,ALS患者在这些脑区显示出明显的突触丧失。cSCN分析表明,随着疾病进展,ALS的皮质突触丧失顺序从延髓延伸至包括纹状体、额叶、枕叶和顶叶的区域。
这些发现表明,ALS中的突触密度网络退化可能遵循自下而上的传播模式,主要涉及延髓-纹状体-新皮质网络,这有可能为ALS进展中的临床治疗捕获新的基于网络的靶点。