Li Yifan, Li Mingrui, Feng Yue, Ma Xiaomeng, Tan Xin, Chen Yuna, Qin Chunhong, Huang Haoming, Liang Yi, Qiu Shijun
First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China.
Department of Radiology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Front Neurosci. 2021 Dec 16;15:749730. doi: 10.3389/fnins.2021.749730. eCollection 2021.
We aimed to explore whether the percent amplitude of fluctuation (PerAF) measurement could provide supplementary information for amplitude of low-frequency fluctuation (ALFF) about spontaneous activity alteration in type 2 diabetes mellitus (T2DM) subjects without mild cognitive impairment (MCI). Then we further evaluated the synchronization through the method of functional connectivity (FC) to better demonstrate brain changes in a more comprehensive manner in T2DM. Thirty T2DM subjects without MCI and thirty well-matched healthy subjects were recruited in this study. Subjects' clinical data, neuropsychological test results, and resting-state functional magnetic resonance imaging (rs-fMRI) data were acquired. Voxel-based group difference comparisons between PerAF and ALFF were conducted. Then, seed-based FC between the recognized brain regions based on PerAF and ALFF and the rest of the whole brain was performed. Compared with healthy group, T2DM group had significantly decreased PerAF in the bilateral middle occipital gyrus and the right calcarine, increased ALFF in the right orbital inferior frontal gyrus and decreased ALFF in the right calcarine. Seed-based FC analysis showed that the right middle occipital gyrus of T2DM subjects exhibited significantly decreased FC with the right caudate nucleus and right putamen. According to the partial correlation analyses, hemoglobin A1c (HbA1c) and immediate memory scores on the auditory verbal learning test (AVLT) were negatively correlated in the T2DM group. However, we found that total cholesterol was positively correlated with symbol digit test (SDT) scores. PerAF and ALFF may have different sensitivities in detecting the abnormal spontaneous brain activity in T2DM subjects. We suggest PerAF values may add supplementary information and indicate additional potential neuronal spontaneous activity in T2DM subjects without MCI, which may provide new insights into the neuroimaging mechanisms underlying early diabetes-associated cognitive decline.
我们旨在探讨波动百分比(PerAF)测量是否能为无轻度认知障碍(MCI)的2型糖尿病(T2DM)患者低频波动幅度(ALFF)的自发活动改变提供补充信息。然后,我们通过功能连接(FC)方法进一步评估同步性,以更全面地展示T2DM患者的大脑变化。本研究招募了30名无MCI的T2DM患者和30名匹配良好的健康受试者。获取了受试者的临床数据、神经心理学测试结果和静息态功能磁共振成像(rs-fMRI)数据。对PerAF和ALFF进行基于体素的组间差异比较。然后,对基于PerAF和ALFF识别出的脑区与全脑其他区域进行基于种子点的FC分析。与健康组相比,T2DM组双侧枕中回和右侧距状裂的PerAF显著降低,右侧眶额下回的ALFF增加,右侧距状裂的ALFF降低。基于种子点的FC分析显示,T2DM患者的右侧枕中回与右侧尾状核和右侧壳核的FC显著降低。根据偏相关分析结果,T2DM组糖化血红蛋白(HbA1c)与听觉言语学习测验(AVLT)的即时记忆得分呈负相关。然而,我们发现总胆固醇与符号数字测验(SDT)得分呈正相关。PerAF和ALFF在检测T2DM患者异常自发脑活动方面可能具有不同的敏感性。我们认为PerAF值可能会提供补充信息,并表明无MCI的T2DM患者存在额外的潜在神经元自发活动,这可能为早期糖尿病相关认知衰退的神经影像学机制提供新的见解。