Department of Neurology, Henry Ford Health System, Detroit, MI, United States.
Department of Psychiatry and Behavioral Neurosciences, Wayne State University, Detroit, MI, United States.
Clin Neurol Neurosurg. 2021 Feb;201:106424. doi: 10.1016/j.clineuro.2020.106424. Epub 2020 Dec 8.
MS is associated with structural and functional brain alterations leading to cognitive impairments across multiple domains including attention, memory, and speed of information processing. Here, we analyzed the white matter damage and topological organization of white matter tracts in specific brain regions responsible for cognition in MS.
Brain DTI, rs-fMRI, T1, T2, and T2-FLAIR were acquired for 22 MS subjects and 22 healthy controls. Automatic brain parcellation was performed on T1-weighted images. Skull-stripped T1-weighted intensity inverted images were co-registered to the b0 image. Diffusion-weighted images were processed to perform whole brain tractography. The rs-fMRI data were processed, and the connectivity matrixes were analyzed to identify significant differences in the network of nodes between the two groups using NBS analysis. In addition, diffusion entropy maps were produced from DTI data sets using in-house software.
MS subjects exhibited significantly reduced mean FA and entropy in 38 and 34 regions, respectively, out of a total of 54 regions. The connectivity values in both structural and functional analyses were decreased in most regions of the default mode network and in four other cognitive networks in MS subjects compared to healthy controls. MS also induced significant reduction in the normalized hippocampus and corpus callosum volumes; the normalized hippocampus volume was significantly correlated with EDSS scores.
MS subjects have significant white matter damage and reduction of FA and entropy in various brain regions involved in cognitive networks. Structural and functional connectivity within the default mode network and an additional four cognitive networks exhibited significant changes compared with healthy controls.
多发性硬化症(MS)与结构和功能脑改变相关,导致认知障碍,涉及多个领域,包括注意力、记忆和信息处理速度。在这里,我们分析了与认知相关的特定大脑区域的白质损伤和白质束的拓扑组织。
对 22 名 MS 患者和 22 名健康对照者进行了大脑弥散张量成像(DTI)、rs-fMRI、T1、T2 和 T2-FLAIR 扫描。在 T1 加权图像上进行了自动脑分割。颅骨剔除的 T1 加权强度反转图像与 b0 图像配准。对弥散加权图像进行处理,以进行全脑束追踪。对 rs-fMRI 数据进行处理,并使用 NBS 分析来分析两组之间节点网络的连接矩阵,以确定其差异。此外,还使用内部软件从 DTI 数据集生成扩散熵图。
MS 患者在 54 个区域中,分别有 38 个和 34 个区域的平均 FA 和熵显著降低。与健康对照组相比,MS 患者的默认模式网络和其他四个认知网络中的大多数区域的结构和功能连接值都降低了。MS 还导致正常海马体和胼胝体体积显著减少;正常海马体体积与 EDSS 评分显著相关。
MS 患者的大脑多个与认知网络相关的区域存在明显的白质损伤,FA 和熵降低。与健康对照组相比,默认模式网络和另外四个认知网络中的结构和功能连接都发生了显著变化。