Department of MRI, Shaanxi Provincial People's Hospital, Xi'an, China.
Department of Graduate, Shaanxi University of Chinese Medicine, Xianyang, China.
Front Endocrinol (Lausanne). 2024 Feb 29;15:1327339. doi: 10.3389/fendo.2024.1327339. eCollection 2024.
This study aimed to identify disruptions in white matter integrity in type 2 diabetes mellitus (T2DM) patients by utilizing the white matter tract integrity (WMTI) model, which describes compartment-specific diffusivities in the intra- and extra-axonal spaces, and to investigate the relationship between WMTI metrics and clinical and cognitive measurements.
A total of 73 patients with T2DM and 57 healthy controls (HCs) matched for age, sex, and education level were enrolled and underwent diffusional kurtosis imaging and cognitive assessments. Tract-based spatial statistics (TBSS) and atlas-based region of interest (ROI) analysis were performed to compare group differences in diffusional metrics, including fractional anisotropy (FA), mean diffusivity (MD), axonal water fraction (AWF), intra-axonal diffusivity (D), axial extra-axonal space diffusivity (D), and radial extra-axonal space diffusivity (D) in multiple white matter (WM) regions. Relationships between diffusional metrics and clinical and cognitive functions were characterized.
In the TBSS analysis, the T2DM group exhibited decreased FA and AWF and increased MD, D, and D in widespread WM regions in comparison with the HC group, which involved 56.28%, 32.07%, 73.77%, 50.47%, and 75.96% of the mean WM skeleton, respectively ( < 0.05, TFCE-corrected). D detected most of the WM changes, which were mainly located in the corpus callosum, internal capsule, external capsule, corona radiata, posterior thalamic radiations, sagittal stratum, cingulum (cingulate gyrus), fornix (stria terminalis), superior longitudinal fasciculus, and uniform fasciculus. Additionally, D in the genu of the corpus callosum was significantly correlated with worse performance in TMT-A (β = 0.433, < 0.001) and a longer disease duration (β = 0.438, < 0.001).
WMTI is more sensitive than diffusion tensor imaging in detecting T2DM-related WM microstructure abnormalities and can provide novel insights into the possible pathological changes underlying WM degeneration in T2DM. D could be a potential imaging marker in monitoring disease progression in the brain and early intervention treatment for the cognitive impairment in T2DM.
本研究旨在利用描述轴内和轴外空间各向异性扩散分数的白质束完整性(WMTI)模型,识别 2 型糖尿病(T2DM)患者的白质完整性破坏,并探讨 WMTI 指标与临床和认知测量之间的关系。
共纳入 73 例 T2DM 患者和 57 例年龄、性别和教育程度相匹配的健康对照者(HCs),并进行弥散峰度成像和认知评估。采用基于体素的空间统计学(TBSS)和基于图谱的感兴趣区(ROI)分析比较两组各向异性分数(FA)、平均扩散系数(MD)、轴内水分数(AWF)、轴内扩散系数(D)、轴向外轴扩散系数(D)和径向外轴扩散系数(D)等扩散指标在多个白质(WM)区域的差异。分析了扩散指标与临床和认知功能的关系。
在 TBSS 分析中,与 HCs 组相比,T2DM 组在广泛的 WM 区域表现出 FA 和 AWF 降低,MD、D 和 D 增加,分别涉及到平均 WM 骨架的 56.28%、32.07%、73.77%、50.47%和 75.96%( < 0.05,TFCE 校正)。D 检测到了大部分 WM 变化,主要位于胼胝体、内囊、外囊、辐射冠、丘脑后辐射、矢状层、扣带(扣带回)、穹窿(终纹)、胼胝体下脚、上纵束和联合束。此外,胼胝体膝部的 D 与 TMT-A 表现较差(β=0.433, < 0.001)和疾病病程较长(β=0.438, < 0.001)显著相关。
与弥散张量成像相比,WMTI 更能敏感地检测 T2DM 相关的 WM 微观结构异常,并为 T2DM 中 WM 退变的可能病理变化提供新的见解。D 可能是监测 T2DM 患者大脑疾病进展和早期干预治疗认知障碍的潜在影像学标志物。