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2型糖尿病患者血管周围间隙指数的扩散张量成像与认知障碍的相关性

Association of diffusion tensor imaging along the perivascular space index with cognitive impairment in type 2 diabetes mellitus.

作者信息

Hu Pengxin, Zou Yu, Zhou Mingyu, Dai Jiankun, Tang Xiaoping

机构信息

Department of Radiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.

Jiangxi Provincial Key Laboratory of Intelligent Medical Imaging, Nanchang, China.

出版信息

Quant Imaging Med Surg. 2025 Feb 1;15(2):1491-1504. doi: 10.21037/qims-24-1591. Epub 2025 Jan 22.

Abstract

BACKGROUND

Type 2 diabetes mellitus (T2DM) often coexists with cognitive impairment, but the exact mechanisms underlying this relationship remain unclear. Glymphatic dysfunction may be a significant factor contributing to cognitive impairment. This study aimed to assess the changes in diffusion tensor imaging along the perivascular space (DTI-ALPS) index in patients with T2DM and to determine its association with cognitive impairment and whole-brain white-matter damage.

METHODS

We prospectively recruited patients with T2DM and healthy controls (HCs) for a case-control study in which all participants underwent cognitive assessments and underwent magnetic resonance imaging (MRI) scans. We calculated the DTI-ALPS index of HCs and patients with T2DM based on the DTI. Furthermore, we calculated whole-brain fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), radial diffusivity (RD), and structural connectivity parameters, including the average clustering coefficient (Cp), characteristic path length (Lp), global efficiency (Eglob), and small-world index (Sigma) to assess brain white-matter damage. A general linear model was used to analyze the differences between the groups, which was followed by multiple linear regression analysis to examine the relationship among the DTI-ALPS index, MRI parameters, and cognitive function.

RESULTS

This study enrolled 70 patients with T2DM (age 66.37±9.85 years; 48 males) and 35 HCs (age 64.03±11.26 years; 21 males). There were 35 patients with T2DM with mild cognitive impairment (T2DM-MCI). The DTI-ALPS index and whole-brain FA of patients with T2DM were reduced, while the whole-brain MD, AD, and RD were increased, especially in patients with T2DM-MCI. The Eglob of structural connectivity was decreased and Lp increased in patients with T2DM. No significant differences were found in the Cp or the Sigma between the T2DM group and HCs. We found that in the patients with T2DM, the DTI-ALPS index was associated with Montreal Cognitive Assessment [β =0.577; 95% confidence interval (CI): 0.360 to 0.793; P false discovery rate (P)<0.001], FA (β =0.340; 95% CI: 0.069 to 0.611; P=0.043), MD (β =-0.338; 95% CI: -0.610 to -0.065; P=0.043), AD (β =-0.440; 95% CI: -0.712 to -0.168; P=0.016), and RD values (β =-0.313; 95% CI: -0.581 to -0.044; P=0.046). No association was found between the DTI-ALPS index and the structural connectivity parameters. In addition, mediation analysis showed that FA partially mediated the association of decreased DTI-ALPS index with cognitive impairment in patients with T2DM (β =0.086; mediation effect 14.86%).

CONCLUSIONS

Our study demonstrated that the DTI-ALPS index is decreased in patients with T2DM, especially in those with T2DM-MCI. A decrease in DTI-ALPS index is associated with cognitive impairment and whole-brain white-matter damage in patients with T2DM.

摘要

背景

2型糖尿病(T2DM)常与认知障碍共存,但其潜在的确切机制仍不清楚。类淋巴系统功能障碍可能是导致认知障碍的一个重要因素。本研究旨在评估T2DM患者沿血管周围间隙的扩散张量成像(DTI-ALPS)指数的变化,并确定其与认知障碍和全脑白质损伤的关联。

方法

我们前瞻性招募了T2DM患者和健康对照者(HCs)进行病例对照研究,所有参与者均接受认知评估并进行磁共振成像(MRI)扫描。我们根据DTI计算了HCs和T2DM患者的DTI-ALPS指数。此外,我们计算了全脑分数各向异性(FA)、平均扩散率(MD)、轴向扩散率(AD)、径向扩散率(RD)以及结构连接参数,包括平均聚类系数(Cp)、特征路径长度(Lp)、全局效率(Eglob)和小世界指数(Sigma),以评估脑白质损伤。采用一般线性模型分析组间差异,随后进行多重线性回归分析,以检验DTI-ALPS指数、MRI参数和认知功能之间的关系。

结果

本研究纳入了70例T2DM患者(年龄66.37±9.85岁;男性48例)和35例HCs(年龄64.03±11.26岁;男性21例)。有35例T2DM患者伴有轻度认知障碍(T2DM-MCI)。T2DM患者的DTI-ALPS指数和全脑FA降低,而全脑MD、AD和RD升高,尤其是T2DM-MCI患者。T2DM患者的结构连接全局效率Eglob降低,特征路径长度Lp增加。T2DM组和HCs之间的Cp或Sigma无显著差异。我们发现,在T2DM患者中,DTI-ALPS指数与蒙特利尔认知评估相关[β =0.577;95%置信区间(CI):0.360至0.793;P错误发现率(P)<0.001]、FA(β =0.340;95%CI:0.069至0.611;P=0.043)、MD(β =-0.338;95%CI:-0.610至-0.065;P=0.043)、AD(β =-0.440;95%CI:-0.712至-0.168;P=0.016)和RD值(β =-0.313;95%CI:-0.581至-0.044;P=0.046)。未发现DTI-ALPS指数与结构连接参数之间存在关联。此外,中介分析表明,FA部分介导了T2DM患者DTI-ALPS指数降低与认知障碍之间的关联(β =0.086;中介效应14.86%)。

结论

我们的研究表明,T2DM患者的DTI-ALPS指数降低,尤其是T2DM-MCI患者。DTI-ALPS指数降低与T2DM患者的认知障碍和全脑白质损伤相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ce7/11847215/8d37aa62abca/qims-15-02-1491-f1.jpg

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