Radiology Department,Affiliated Hospital of Jiangsu University,Zhenjiang,Jiangsu,China.
Department of Computer Science and Telecommunications Engineering,Jiangsu University,Zhenjiang,Jiangsu,China.
Int Psychogeriatr. 2018 May;30(5):619-628. doi: 10.1017/S1041610218000054. Epub 2018 Feb 12.
ABSTRACTBackground:Neuroimaging studies have shown that major depressive disorder is associated with altered activity patterns of the default-mode network (DMN). In this study, we sought to investigate the topological organization of the DMN in patients with remitted geriatric depression (RGD) and whether RGD patients would be more likely to show disrupted topological configuration of the DMN during the resting-state.
Thirty-three RGD patients and thirty-one healthy control participants underwent clinical and cognitive evaluations as well as resting-state functional magnetic resonance imaging scans. The functional connectivity (FC) networks were constructed by thresholding Pearson correlation metrics of the DMN regions defined by group independent component analysis, and their topological properties (e.g. small-world and network efficiency) were analyzed using graph theory-based approaches.
Relative to the healthy controls, the RGD patients showed decreased FC in the posterior regions of the DMN (i.e. the posterior cingulate cortex/precuneus, angular gyrus, and middle temporal gyrus). Furthermore, the RGD patients showed abnormal global topology of the DMN (i.e. increased characteristic path length and reduced global efficiency) when compared with healthy controls. Importantly, significant correlations between these network measures and cognitive performance indicated their potential use as biomarkers of cognitive dysfunction in RGD.
The present study indicated disrupted FC and topological organization of the DMN in the context of RGD, and further implied their contribution to cognitive deficits in RGD patients.
摘要背景:神经影像学研究表明,重度抑郁症与默认模式网络(DMN)的活动模式改变有关。在这项研究中,我们试图探讨缓解期老年抑郁症(RGD)患者 DMN 的拓扑组织,以及 RGD 患者在静息状态下是否更有可能表现出 DMN 拓扑结构的破坏。方法:33 名 RGD 患者和 31 名健康对照者接受了临床和认知评估以及静息态功能磁共振成像扫描。通过组独立成分分析定义的 DMN 区域的 Pearson 相关度量的阈值处理构建功能连接(FC)网络,并使用基于图论的方法分析它们的拓扑性质(例如小世界和网络效率)。结果:与健康对照组相比,RGD 患者 DMN 的后区(即后扣带回/楔前叶、角回和颞中回)的 FC 降低。此外,与健康对照组相比,RGD 患者 DMN 的全局拓扑结构异常(即特征路径长度增加,全局效率降低)。重要的是,这些网络测量值与认知表现之间的显著相关性表明,它们可能作为 RGD 认知功能障碍的生物标志物。结论:本研究表明,在 RGD 背景下 DMN 的 FC 和拓扑组织被破坏,并进一步表明它们对 RGD 患者认知缺陷的贡献。