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2 型糖尿病患者脑功能连接强度和有效连接的改变。

Aberrant Brain Functional Connectivity Strength and Effective Connectivity in Patients with Type 2 Diabetes Mellitus.

机构信息

Department of Radiology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 211100, China.

Department of Endocrinology, The Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 211100, China.

出版信息

J Diabetes Res. 2021 Nov 28;2021:5171618. doi: 10.1155/2021/5171618. eCollection 2021.

Abstract

Alterations of brain functional connectivity in patients with type 2 diabetes mellitus (T2DM) have been reported by resting-state functional magnetic resonance imaging studies, but the underlying precise neuropathological mechanism remains unclear. This study is aimed at investigating the implicit alterations of functional connections in T2DM by integrating functional connectivity strength (FCS) and Granger causality analysis (GCA) and further exploring their associations with clinical characteristics. Sixty T2DM patients and thirty-three sex-, age-, and education-matched healthy controls (HC) were recruited. Global FCS analysis of resting-state functional magnetic resonance imaging was performed to explore seed regions with significant differences between the two groups; then, GCA was applied to detect directional effective connectivity (EC) between the seeds and other brain regions. Correlations of EC with clinical variables were further explored in T2DM patients. Compared with HC, T2DM patients showed lower FCS in the bilateral fusiform gyrus, right superior frontal gyrus (SFG), and right postcentral gyrus, but higher FCS in the right supplementary motor area (SMA). Moreover, altered directional EC was found between the left fusiform gyrus and bilateral lingual gyrus and right medial frontal gyrus (MFG), as well as between the right SFG and bilateral frontal regions. In addition, triglyceride, insulin, and plasma glucose levels were correlated with the abnormal EC of the left fusiform, while disease duration and cognitive function were associated with the abnormal EC of the right SFG in T2DM patients. These results suggest that T2DM patients show aberrant brain function connectivity strength and effective connectivity which is associated with the diabetes-related metabolic characteristics, disease duration, and cognitive function, providing further insights into the complex neural basis of diabetes.

摘要

2 型糖尿病(T2DM)患者的静息态功能磁共振成像研究已经报道了脑功能连接的改变,但潜在的精确神经病理学机制尚不清楚。本研究旨在通过整合功能连接强度(FCS)和格兰杰因果分析(GCA),研究 T2DM 中功能连接的隐性改变,并进一步探讨其与临床特征的关系。招募了 60 名 T2DM 患者和 33 名性别、年龄和教育程度相匹配的健康对照组(HC)。对静息态功能磁共振成像进行全局 FCS 分析,以探讨两组之间存在显著差异的种子区域;然后,应用 GCA 检测种子与其他脑区之间的定向有效连接(EC)。进一步在 T2DM 患者中探讨 EC 与临床变量的相关性。与 HC 相比,T2DM 患者双侧梭状回、右侧额上回(SFG)和右侧中央后回的 FCS 降低,但右侧辅助运动区(SMA)的 FCS 升高。此外,还发现左梭状回与双侧舌回和右侧额内侧回(MFG)以及右侧 SFG 与双侧额叶之间的定向 EC 改变。此外,甘油三酯、胰岛素和血浆葡萄糖水平与左梭状回异常 EC 相关,而疾病持续时间和认知功能与 T2DM 患者右侧 SFG 的异常 EC 相关。这些结果表明,T2DM 患者存在脑功能连接强度和有效连接的异常,这与糖尿病相关的代谢特征、疾病持续时间和认知功能有关,为糖尿病的复杂神经基础提供了进一步的认识。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0c9d/8645376/19cb9ad339ec/JDR2021-5171618.001.jpg

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