Qin Chunhong, Liang Yi, Tan Xin, Leng Xi, Lin Huan, Zeng Hui, Zhang Chi, Yang Jinquan, Li Yifan, Zheng Yanting, Qiu Shijun
Department of Radiology, First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Department of Radiology, Zhujiang Hospital of Southern Medical University, Guangzhou, China.
Front Neurol. 2019 Jun 5;10:599. doi: 10.3389/fneur.2019.00599. eCollection 2019.
Type 2 diabetes mellitus (T2DM) is associated with cognitive dysfunction and may even progress to dementia. However, the underlying mechanism of altered functional topological organization and cognitive impairments remains unclear. This study explored the topological properties of functional whole brain networks in T2DM patients with graph theoretical analysis using a resting-state functional magnetic resonance imaging (rs-fMRI) technique. Thirty T2DM patients (aged 51.77 ± 1.42 years) and 30 sex-, age-, and education-matched healthy controls (HCs) (aged 48.87 ± 0.98 years) underwent resting-state functional imaging in a 3.0 T MR scanner in addition to detailed neuropsychological and laboratory tests. Then, graph theoretical network analysis was performed to explore the global and nodal topological alterations in the functional whole brain networks of the T2DM patients. Finally, correlation analyses were performed to investigate the relationship between the altered topological parameters, cognitive performances and clinical variables. Compared to HCs, we found that T2DM patients displayed worse performances in general cognitive function and several cognitive domains, including episodic memory, attention and executive function. In addition, T2DM patients showed a higher small-worldness (σ), a higher normalized clustering coefficient (γ) and a higher local efficiency (E). Moreover, decreased nodal topological properties were mainly distributed in the occipital lobes, frontal lobes, left median cingulate and paracingulate gyri, and left amygdala, while increased nodal topological properties were mainly distributed in the right gyrus rectus, right anterior cingulate and paracingulate gyri, right posterior cingulate gyrus, bilateral caudate nucleus, bilateral cerebellum 3, bilateral cerebellum crus 1, vermis (1, 2) and vermis 3. Some disrupted nodal topological properties were correlated with cognitive performance and HbA1c levels in T2DM patients. This study shows altered functional topological organization in T2DM patients, mainly suggesting a compensation mechanism of the functional whole brain network in the relatively early stage to counteract cognitive impairments.
2型糖尿病(T2DM)与认知功能障碍相关,甚至可能发展为痴呆。然而,功能拓扑组织改变和认知障碍的潜在机制仍不清楚。本研究采用静息态功能磁共振成像(rs-fMRI)技术,通过图论分析探讨T2DM患者全脑功能网络的拓扑特性。30例T2DM患者(年龄51.77±1.42岁)和30例性别、年龄和教育程度匹配的健康对照者(HCs)(年龄48.87±0.98岁)除了接受详细的神经心理学和实验室检查外,还在3.0 T磁共振扫描仪中进行了静息态功能成像。然后,进行图论网络分析,以探索T2DM患者全脑功能网络的全局和节点拓扑改变。最后,进行相关性分析,以研究拓扑参数改变、认知表现和临床变量之间的关系。与HCs相比,我们发现T2DM患者在一般认知功能和几个认知领域表现较差,包括情景记忆、注意力和执行功能。此外,T2DM患者表现出更高的小世界特性(σ)、更高的标准化聚类系数(γ)和更高的局部效率(E)。此外,节点拓扑特性降低主要分布在枕叶、额叶、左侧中央扣带回和旁扣带回以及左侧杏仁核,而节点拓扑特性增加主要分布在右侧直回、右侧前扣带回和旁扣带回、右侧后扣带回、双侧尾状核、双侧小脑3、双侧小脑脚1、蚓部(1、2)和蚓部3。T2DM患者中一些 disrupted 节点拓扑特性与认知表现和糖化血红蛋白水平相关。本研究显示T2DM患者功能拓扑组织改变,主要提示全脑功能网络在相对早期阶段存在一种补偿机制以对抗认知障碍。 (注:原文中“disrupted”未翻译,因不确定其准确含义,需结合更多背景信息,这里保留英文供参考)