2型糖尿病患者血管周围空间指数弥散张量成像与认知功能障碍的关系。

IF 2.9 2区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Quantitative Imaging in Medicine and Surgery Pub Date : 2025-02-01 Epub Date: 2025-01-22 DOI:10.21037/qims-24-1591
Pengxin Hu, Yu Zou, Mingyu Zhou, Jiankun Dai, Xiaoping Tang
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引用次数: 0

摘要

背景:2型糖尿病(T2DM)通常与认知功能障碍共存,但这种关系的确切机制尚不清楚。淋巴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弥散张量成像(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系。方法:我们前瞻性地招募T2DM患者和健康对照(hc)进行病例对照研究,所有参与者都接受认知评估和磁共振成像(MRI)扫描。我们根据DTI计算hc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)和结构连通性参数,包括平均聚类系数(Cp)、特征路径长度(Lp)、整体效率(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各组间差异,采用多元线性回归分析DTI-ALPS指数、MRI参数与认知功能之间的关系。结果:本研究纳入70例T2DM患者(年龄66.37±9.85岁;男性48例),hc 35例(年龄64.03±11.26岁;21岁男性)。T2DM合并轻度认知障碍(T2DM- mci)患者35例。T2DM患者的DTI-ALPS指数和全脑FA降低,而全脑MD、AD、RD升高,尤其是T2DM- mci患者。T2DM患者结构连通性Eglob降低,Lp升高。T2DM组和hc组的Cp和Sigma无显著差异。我们发现T2DM患者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 ~ 0.793;P错误发现率(PFDR)FDR=0.043, MD (β =-0.338;95% CI: -0.610至-0.065;Pfdr =0.043), AD (β =-0.440;95% CI: -0.712 ~ -0.168;PFDR=0.016), RD值(β =-0.313;95% CI: -0.581 ~ -0.044;PFDR = 0.046)。DTI-ALPS指数与结构连通性参数之间没有关联。此外,中介分析显示,FA部分介导了T2DM患者DTI-ALPS指数下降与认知功能障碍的关联(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。T2DM患者DTI-ALPS指数下降与认知障碍和全脑白质损伤有关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Association of diffusion tensor imaging along the perivascular space index with cognitive impairment in type 2 diabetes mellitus.

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 (PFDR)<0.001], FA (β =0.340; 95% CI: 0.069 to 0.611; PFDR=0.043), MD (β =-0.338; 95% CI: -0.610 to -0.065; PFDR=0.043), AD (β =-0.440; 95% CI: -0.712 to -0.168; PFDR=0.016), and RD values (β =-0.313; 95% CI: -0.581 to -0.044; PFDR=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.

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来源期刊
Quantitative Imaging in Medicine and Surgery
Quantitative Imaging in Medicine and Surgery Medicine-Radiology, Nuclear Medicine and Imaging
CiteScore
4.20
自引率
17.90%
发文量
252
期刊介绍: Information not localized
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