The First Clinical Medical College, Guangzhou University of Chinese Medicine, 510405, Guangzhou, Guangdong, China.
Department of Radiology, The First Affiliated Hospital, Guangzhou University of Chinese Medicine, 510405, Guangzhou, Guangdong, China.
Clin Neuroradiol. 2023 Jun;33(2):327-341. doi: 10.1007/s00062-022-01213-7. Epub 2022 Sep 16.
The white matter (WM) of the brain of type 2 diabetes mellitus (T2DM) patients is susceptible to neurodegenerative processes, but the specific types and positions of microstructural lesions along the fiber tracts remain unclear.
In this study 61 T2DM patients and 61 healthy controls were recruited and underwent diffusion spectrum imaging (DSI). The results were reconstructed with diffusion tensor imaging (DTI) and neurite orientation dispersion and density imaging (NODDI). WM microstructural abnormalities were identified using tract-based spatial statistics (TBSS). Pointwise WM tract differences were detected through automatic fiber quantification (AFQ). The relationships between WM tract abnormalities and clinical characteristics were explored with partial correlation analysis.
TBSS revealed widespread WM lesions in T2DM patients with decreased fractional anisotropy and axial diffusivity and an increased orientation dispersion index (ODI). The AFQ results showed microstructural abnormalities in T2DM patients in specific portions of the right superior longitudinal fasciculus (SLF), right arcuate fasciculus (ARC), left anterior thalamic radiation (ATR), and forceps major (FMA). In the right ARC of T2DM patients, an aberrant ODI was positively correlated with fasting insulin and insulin resistance, and an abnormal intracellular volume fraction was negatively correlated with fasting blood glucose. Additionally, negative associations were found between blood pressure and microstructural abnormalities in the right ARC, left ATR, and FMA in T2DM patients.
Using AFQ, together with DTI and NODDI, various kinds of microstructural alterations in the right SLF, right ARC, left ATR, and FMA can be accurately identified and may be associated with insulin and glucose status and blood pressure in T2DM patients.
2 型糖尿病(T2DM)患者的脑白质(WM)易发生神经退行性过程,但纤维束内的具体微观结构损伤类型和位置尚不清楚。
本研究纳入 61 例 T2DM 患者和 61 例健康对照者,行弥散张量成像(DTI)检查。结果采用弥散峰度成像(NODDI)和纤维示踪空间统计学(TBSS)重建。采用基于体素的纤维追踪空间统计学(TBSS)识别 WM 微观结构异常,通过自动纤维定量(AFQ)检测各向异性分数(FA)值的点差异。采用偏相关分析探讨 WM 束异常与临床特征的关系。
TBSS 显示 T2DM 患者 WM 病变广泛,表现为各向异性分数(FA)降低、轴向弥散度(AD)升高、各向异性弥散指数(ODI)升高。AFQ 结果显示 T2DM 患者右侧上纵束(SLF)、右侧弓状束(ARC)、左侧内囊前肢(ATR)和内囊后肢(FMA)的部分区域存在微观结构异常。T2DM 患者右侧 ARC 的 ODI 与空腹胰岛素和胰岛素抵抗呈正相关,细胞内容积分数与空腹血糖呈负相关。此外,T2DM 患者右侧 ARC、左侧 ATR 和 FMA 的血压与微观结构异常呈负相关。
采用 AFQ 联合 DTI 和 NODDI 可准确识别右侧 SLF、右侧 ARC、左侧 ATR 和 FMA 的各种微观结构改变,这些改变可能与 T2DM 患者的胰岛素和血糖状态以及血压有关。