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Aberrant Brain Regional Homogeneity and Functional Connectivity in Middle-Aged T2DM Patients: A Resting-State Functional MRI Study

机译:中年期T2DM患者的异常大脑区域同质性和功能连接性:静止状态功能MRI研究

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摘要

Type 2 diabetes mellitus (T2DM) has been associated with cognitive impairment. However, its neurological mechanism remains elusive. Combining regional homogeneity (ReHo) and functional connectivity (FC) analyses, the present study aimed to investigate brain functional alterations in middle-aged T2DM patients, which could provide complementary information for the neural substrates underlying T2DM-associated brain dysfunction. Twenty-five T2DM patients and 25 healthy controls were involved in neuropsychological testing and structural and resting-state functional magnetic resonance imaging (rs-fMRI) data acquisition. ReHo analysis was conducted to determine the peak coordinates of brain regions with abnormal local brain activity synchronization. Then, the identified brain regions were considered as seeds, and FC between these brain regions and global voxels was computed. Finally, the potential correlations between the imaging indices and neuropsychological data were also explored. Compared with healthy controls, T2DM patients exhibited higher ReHo values in the anterior cingulate gyrus (ACG) and lower ReHo in the right fusiform gyrus (FFG), right precentral gyrus (PreCG) and right medial orbit of the superior frontal gyrus (SFG). Considering these areas as seed regions, T2DM patients displayed aberrant FC, mainly in the frontal and parietal lobes. The pattern of FC alterations in T2DM patients was characterized by decreased connectivity and positive to negative or negative to positive converted connectivity. Digital Span Test (DST) forward scores revealed significant correlations with the ReHo values of the right PreCG (ρ = 0.527, p = 0.014) and FC between the right FFG and middle temporal gyrus (MTG; ρ = −0.437, p = 0.048). Our findings suggest that T2DM patients suffer from cognitive dysfunction related to spatially local and remote brain activity synchronization impairment. The patterns of ReHo and FC alterations shed light on the mechanisms underlying T2DM-associated brain dysfunction and might serve as imaging biomarkers for diagnosis and evaluation.
机译:2型糖尿病(T2DM)与认知障碍有关。但是,其神经机制仍然难以捉摸。结合区域同质性(ReHo)和功能连接性(FC)分析,本研究旨在调查中年T2DM患者的脑功能改变,这可为T2DM相关的脑功能障碍潜在的神经基质提供补充信息。 25名T2DM患者和25名健康对照者参与了神经心理学测试以及结构和静止状态功能磁共振成像(rs-fMRI)数据采集。进行ReHo分析,以确定具有异常局部大脑活动同步的大脑区域的峰值坐标。然后,将识别出的大脑区域视为种子,并计算这些大脑区域与全局体素之间的FC。最后,还探讨了影像学指标与神经心理学数据之间的潜在相关性。与健康对照组相比,T2DM患者在前扣带回(ACG)中显示较高的ReHo值,而在右梭状回(FFG),右中前回(PreCG)和上额回(SFG)的右内侧眼中ReHo值较低。将这些区域视为种子区域,T2DM患者显示出异常的FC,主要在额叶和顶叶中。 T2DM患者的FC改变模式的特征是连通性降低,正转负或正转负。数字跨度测试(DST)前瞻分数显示与右FFG和中颞回(MTG;ρ= -0.437,p = 0.048)之间的右PreCG(ρ= 0.527,p = 0.014)和FC的ReHo值显着相关。我们的发现表明,T2DM患者患有与空间局部和远程大脑活动同步障碍相关的认知功能障碍。 ReHo和FC改变的模式揭示了与T2DM相关的脑功能障碍的潜在机制,并可作为诊断和评估的成像生物标记。

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