Fan YanJun, Tian Jing, Yu XiaoMei, Yang Chen, Zhang HuiYan, Tan Jian, Zhao YiWei, Wei Jing, Huang Gang, Liu JiangPing, Zhao LianPing
The First Clinical Medical College of Gansu University of Chinese Medicine (Gansu Provincial Hospital), Lanzhou, China.
Department of Radiology, Gansu Provincial Hospital, Lanzhou, China.
Brain Behav. 2025 Apr;15(4):e70489. doi: 10.1002/brb3.70489.
Approximately 45.0% of patients who have type 2 diabetes mellitus (T2DM) exhibit mild cognitive impairment (MCI). However, the specific alternations in T2DM with MCI (T2DM-MCI)-related brain functional networks (BFN) remain unclear. Therefore, the present study aimed to investigate the alterations in the topological properties of BFN in T2DM patients with and without MCI, utilizing a cortical surface-based graph theory analysis of resting-state functional magnetic resonance imaging data.
Neuropsychological performance and topological properties of BFNs were determined in 64 T2DM-MCI patients, 58 T2DM patients without MCI (T2DM-noMCI), and 78 healthy controls (HC). Moreover, we conducted the correlation and stepwise multiple linear regression analysis.
The T2DM-MCI group showed increased global efficiency and decreased shortest path length compared to T2DM-noMCI. In the left posterior cingulate, the T2DM-MCI group exhibited higher nodal efficiency compared to the T2DM-noMCI group. Additionally, both degree centrality and nodal efficiency in the T2DM-noMCI group were significantly lower than in the HC. Degree centrality and nodal efficiency in the left basal ganglia were elevated in both T2DM groups. Alterations in these regions were related to cognitive function scores.
The alterations in nodal properties of the left basal ganglia suggest that nodal attributes in this region may be involved in the neurophysiopathological mechanisms of brain injury in T2DM. Conversely, the alterations of nodal efficiency in the left posterior cingulate gyrus indicate its potential as a neuroimaging biomarker of cognitive impairment in T2DM patients.
约45.0%的2型糖尿病(T2DM)患者存在轻度认知障碍(MCI)。然而,T2DM合并MCI(T2DM-MCI)相关脑功能网络(BFN)的具体变化尚不清楚。因此,本研究旨在利用基于皮质表面的静息态功能磁共振成像数据的图论分析,研究有和无MCI的T2DM患者BFN拓扑性质的变化。
对64例T2DM-MCI患者、58例无MCI的T2DM患者(T2DM-noMCI)和78例健康对照(HC)进行神经心理学表现和BFN拓扑性质测定。此外,我们进行了相关性和逐步多元线性回归分析。
与T2DM-noMCI相比,T2DM-MCI组的全局效率增加,最短路径长度缩短。在左后扣带回,T2DM-MCI组的节点效率高于T2DM-noMCI组。此外,T2DM-noMCI组的度中心性和节点效率均显著低于HC组。两个T2DM组左基底节的度中心性和节点效率均升高。这些区域的变化与认知功能评分相关。
左基底节节点特性的改变表明该区域的节点属性可能参与T2DM脑损伤的神经生理病理机制。相反,左后扣带回节点效率的改变表明其作为T2DM患者认知障碍神经影像学生物标志物的潜力。