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使用局部一致性和基于种子点的功能连接方法研究2型糖尿病对阻塞性睡眠呼吸暂停患者脑功能的影响。

Investigating the impact of type 2 diabetes mellitus on brain function in obstructive sleep apnea patients using regional homogeneity and seed-based functional connectivity methods.

作者信息

Zhezi Wang, Yanxi Xiong, Xingwu Xie, Sheng Li, Bencheng Mo, Guangping Su, Yunyi Lv, Yue Liu

机构信息

Department of Radiology Imaging Center, Renmin Hospital, Hubei University of Medicine, Shiyan, Hubei, China.

出版信息

Front Neurosci. 2025 Aug 20;19:1581884. doi: 10.3389/fnins.2025.1581884. eCollection 2025.

Abstract

OBJECTIVE

This study aims to investigate the effects of Type 2 Diabetes Mellitus (T2DM) on brain function in patients with Obstructive Sleep Apnea (OSA) using Regional Homogeneity (ReHo) combined with seed-based Functional Connectivity (FC) methods.

MATERIALS AND METHODS

46 OSA patients, 38 OSA with T2DM patients, and 34 healthy controls (HC) were prospectively recruited. Clinical data were collected from all participants, and neuropsychological testing was performed using the Montreal Cognitive Assessment (MoCA), Mini-Mental State Examination (MMSE), and Epworth Sleepiness Scale (ESS). Resting-state functional magnetic resonance imaging (rs-fMRI) data were collected, and ReHo combined with seed-based FC analysis was used to assess brain function differences among the three groups. Finally, partial correlation analysis was conducted to investigate the relationship between clinical variables and imaging metrics ofthe differential brain regions.

RESULTS

Compared to HCs group, the OSA group showed increased ReHo in the left occipital gyrus, and decreased ReHo in the right fusiform gyrus and left cerebellum region 8. Furthermore, FC between the left occipital gyrus and left cerebellum region 8, as well as between the right fusiform gyrus and left cerebellum region 3, was significantly decreased. Partial correlation analysis revealed a significant negative correlation between ReHo in the right fusiform gyrus and the Oxygen Desaturation Index (ODI), and a significant positive correlation between FC in the left cerebellum region 8 and MMSE scores. Compared to the OSA group, the OSA with T2DM group exhibited decreased ReHo in the left occipital gyrus, with increased FC between the left occipital gyrus and left thalamus. Partial correlation analysis showed that ReHo in the left occipital gyrus was significantly negatively correlated with the Insulin Resistance Index (IRI), while FC in the left thalamus was negatively correlated with MoCA scores and positively correlated with hemoglobinA1c (HbA1c) levels.

CONCLUSION

T2DM affects brain function in OSA patients, further exacerbating cognitive burden. These findings provide valuable insights into the neuropathological mechanisms ofT2DM in OSA and support the development of objective neuroimaging biomarkers.

摘要

目的

本研究旨在采用局部一致性(ReHo)结合基于种子点的功能连接(FC)方法,探讨2型糖尿病(T2DM)对阻塞性睡眠呼吸暂停(OSA)患者脑功能的影响。

材料与方法

前瞻性招募46例OSA患者、38例合并T2DM的OSA患者和34例健康对照(HC)。收集所有参与者的临床资料,并使用蒙特利尔认知评估量表(MoCA)、简易精神状态检查表(MMSE)和爱泼沃斯嗜睡量表(ESS)进行神经心理学测试。收集静息态功能磁共振成像(rs-fMRI)数据,并采用ReHo结合基于种子点的FC分析来评估三组之间的脑功能差异。最后,进行偏相关分析以研究临床变量与差异脑区成像指标之间的关系。

结果

与HC组相比,OSA组左侧枕叶的ReHo增加,右侧梭状回和左侧小脑8区的ReHo降低。此外,左侧枕叶与左侧小脑8区之间以及右侧梭状回与左侧小脑3区之间的FC显著降低。偏相关分析显示,右侧梭状回的ReHo与氧去饱和指数(ODI)呈显著负相关,左侧小脑8区的FC与MMSE评分呈显著正相关。与OSA组相比,合并T2DM的OSA组左侧枕叶的ReHo降低,左侧枕叶与左侧丘脑之间的FC增加。偏相关分析表明,左侧枕叶的ReHo与胰岛素抵抗指数(IRI)呈显著负相关,而左侧丘脑的FC与MoCA评分呈负相关,与糖化血红蛋白(HbA1c)水平呈正相关。

结论

T2DM影响OSA患者的脑功能,进一步加重认知负担。这些发现为T2DM在OSA中的神经病理机制提供了有价值的见解,并支持客观神经影像学生物标志物的开发。

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