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视觉网络的功能-结构解耦与 2 型糖尿病患者的认知能力下降有关:来自多模态 MRI 分析的证据。

Functional-structural decoupling in visual network is associated with cognitive decline in patients with type 2 diabetes mellitus: evidence from a multimodal MRI analysis.

机构信息

Department of Radiology & Functional and Molecular Imaging Key Lab of Shaanxi Province, Tangdu Hospital, Fourth Military Medical University, 569 Xinsi Road, Xi'an, 710038, Shaanxi, China.

Faculty of Medical Technology, Shaanxi University of Chinese Medicine, 1 Middle Section of Shiji Road, Xianyang, 712046, Shaanxi, China.

出版信息

Brain Imaging Behav. 2024 Feb;18(1):73-82. doi: 10.1007/s11682-023-00801-6. Epub 2023 Oct 24.

DOI:10.1007/s11682-023-00801-6
PMID:37874444
Abstract

Type 2 diabetes mellitus (T2DM) and cognitive dysfunction are highly prevalent disorders worldwide. Although visual network (VN) alteration and functional-structural coupling are potential warning factors for mild cognitive impairment (MCI) in T2DM patients, the relationship between the three in T2DM without MCI is unclear. Thirty T2DM patients without MCI and twenty-nine healthy controls (HC) were prospectively enrolled. Visual components (VC) were estimated by independent component analysis (ICA). Degree centrality (DC), amplitude of low frequency fluctuation (ALFF) and fractional anisotropy (FA) were established to reflect functional and structural characteristics in these VCs respectively. Functional-structural coupling coefficients were further evaluated using combined FA and DC or ALFF. Partial correlations were performed among neuroimaging indicators and neuropsychological scores and clinical variables. Three VCs were selected using group ICA. Deteriorated DC, ALFF and DC-FA coefficients in the VC1 were observed in the T2DM group compared with the HC group, while FA and ALFF-FA coefficients in these three VCs showed no significant differences. In the T2DM group, DC in the VC1 positively correlated with 2 dimensions in the California Verbal Learning Test, including Trial 4 and Total trial 1-5. The impaired DC-FA coefficients in the VC1 markedly affected the Total perseverative responses % of the Wisconsin Card Sorting Test. These findings indicate that DC and DC-FA coefficients in VN may be potential imaging biomarkers revealing early cognitive deficits in T2DM.

摘要

2 型糖尿病(T2DM)和认知功能障碍是全球高发疾病。尽管视觉网络(VN)改变和功能-结构耦合是 T2DM 患者轻度认知障碍(MCI)的潜在预警因素,但 T2DM 无 MCI 患者中这三者之间的关系尚不清楚。前瞻性纳入 30 例 T2DM 无 MCI 患者和 29 名健康对照者(HC)。采用独立成分分析(ICA)评估视觉成分(VC)。分别采用度中心度(DC)、低频振幅(ALFF)和分数各向异性(FA)来反映这些 VC 的功能和结构特征。进一步采用 FA 和 DC 或 ALFF 联合评估功能-结构耦合系数。对神经影像学指标与神经心理学评分和临床变量进行偏相关分析。采用组 ICA 选择 3 个 VC。与 HC 组相比,T2DM 组 VC1 的 DC、ALFF 和 DC-FA 系数降低,而这三个 VC 的 FA 和 ALFF-FA 系数无显著差异。在 T2DM 组中,VC1 的 DC 与加利福尼亚语言学习测验的 2 个维度(第 4 次测验和总测验 1-5)呈正相关。VC1 的受损 DC-FA 系数明显影响威斯康星卡片分类测验的总持续反应%。这些发现表明,VN 中的 DC 和 DC-FA 系数可能是揭示 T2DM 早期认知缺陷的潜在影像学生物标志物。

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Diabetes Metab Syndr Obes. 2021 Jul 13;14:3209-3219. doi: 10.2147/DMSO.S311009. eCollection 2021.
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The prevalence of mild cognitive impairment in type 2 diabetes mellitus patients: a systematic review and meta-analysis.2 型糖尿病患者轻度认知功能障碍的患病率:系统评价和荟萃分析。
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Structural constraints of functional connectivity drive cognitive impairment in the early stages of multiple sclerosis.
结构连接的功能限制导致多发性硬化症早期认知障碍。
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Intrinsic functional connectivity alterations of the primary visual cortex in patients with proliferative diabetic retinopathy: a seed-based resting-state fMRI study.增殖性糖尿病视网膜病变患者初级视觉皮层的内在功能连接改变:一项基于种子点的静息态功能磁共振成像研究
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Altered Functional Hubs and Connectivity in Type 2 Diabetes Mellitus Without Mild Cognitive Impairment.无轻度认知障碍的2型糖尿病患者功能枢纽和连接性的改变
Front Neurol. 2020 Sep 11;11:1016. doi: 10.3389/fneur.2020.01016. eCollection 2020.
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Quantifying Genetic and Environmental Influence on Gray Matter Microstructure Using Diffusion MRI.采用弥散磁共振成像技术定量分析灰质微观结构的遗传和环境影响。
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