School of Computing Science, Newcastle University Newcastle upon Tyne, UK.
Front Psychiatry. 2013 Jan 9;3:116. doi: 10.3389/fpsyt.2012.00116. eCollection 2012.
Functional magnetic resonance imaging recordings in the resting-state (RS) from the human brain are characterized by spontaneous low-frequency fluctuations in the blood oxygenation level dependent signal that reveal functional connectivity (FC) via their spatial synchronicity. This RS study applied network analysis to compare FC between late-life depression (LLD) patients and control subjects. Raw cross-correlation matrices (CM) for LLD were characterized by higher FC. We analyzed the small-world (SW) and modular organization of these networks consisting of 110 nodes each as well as the connectivity patterns of individual nodes of the basal ganglia. Topological network measures showed no significant differences between groups. The composition of top hubs was similar between LLD and control subjects, however in the LLD group posterior medial-parietal regions were more highly connected compared to controls. In LLD, a number of brain regions showed connections with more distant neighbors leading to an increase of the average Euclidean distance between connected regions compared to controls. In addition, right caudate nucleus connectivity was more diffuse in LLD. In summary, LLD was associated with overall increased FC strength and changes in the average distance between connected nodes, but did not lead to global changes in SW or modular organization.
静息态(RS)下人脑的功能磁共振成像记录以血氧水平依赖信号的自发低频波动为特征,通过其空间同步性揭示功能连接(FC)。这项 RS 研究应用网络分析比较了老年期抑郁症(LLD)患者和对照组之间的 FC。LLD 的原始互相关矩阵(CM)表现出更高的 FC。我们分析了由 110 个节点组成的这些网络的小世界(SW)和模块组织,以及基底神经节单个节点的连接模式。拓扑网络测量在组间没有显示出显著差异。顶节点的组成在 LLD 和对照组之间相似,然而在 LLD 组中,后内侧顶叶区域与对照组相比连接更为紧密。在 LLD 中,一些脑区与更远的邻居有连接,导致与对照组相比,连接区域之间的平均欧几里得距离增加。此外,LLD 中右侧尾状核的连接更为弥散。总之,LLD 与整体 FC 强度的增加以及连接节点之间平均距离的变化有关,但并未导致 SW 或模块组织的全局变化。