Magnetic Resonance Research Centre, Semmelweis University, Budapest, Hungary.
Magnetic Resonance Research Centre, Semmelweis University, Budapest, Hungary.
Psychiatry Res Neuroimaging. 2018 Feb 28;272:46-57. doi: 10.1016/j.pscychresns.2017.10.007. Epub 2017 Oct 31.
Mild cognitive impairment (MCI) gained a lot of interest recently, especially that the conversion rate to Alzheimer Disease (AD) in the amnestic subtype (aMCI) is higher than in the non-amnestic subtype (naMCI). We aimed to determine whether and how diffusion-weighted MRI (DWI) using the diffusion tensor model (DTI) can differentiate MCI subtypes from healthy subjects. High resolution 3D T1W and DWI images of patients (aMCI, n = 18; naMCI, n = 20; according to Petersen criteria) and controls (n = 27) were acquired at 3T and processed using ExploreDTI and SPM. Voxel-wise and region of interest (ROI) analyses of fractional anisotropy (FA) and mean diffusivity (MD) were performed with ANCOVA; MD was higher in aMCI compared to controls or naMCI in several grey and white matter (GM, WM) regions (especially in the temporal pole and the inferior temporal lobes), while FA was lower in WM ROI-s (e.g. left Cingulum). Moreover, significant correlations were identified between verbal fluency, visual and verbal memory performance and DTI metrics. Logistic regression showed that measuring FA of the crus of fornix along GM volumetry improves the discrimination of aMCI from naMCI. Additional information from DWI/DTI aids preclinical detection of AD and may help detecting early non-Alzheimer type dementia, too.
轻度认知障碍(MCI)最近引起了广泛关注,尤其是遗忘型(aMCI)向阿尔茨海默病(AD)的转化率高于非遗忘型(naMCI)。我们旨在确定弥散张量成像(DTI)是否以及如何通过扩散加权磁共振成像(DWI)区分 MCI 亚型与健康受试者。在 3T 上获取患者(aMCI,n = 18;naMCI,n = 20;根据 Petersen 标准)和对照组(n = 27)的高分辨率 3D T1W 和 DWI 图像,并使用 ExploreDTI 和 SPM 进行处理。使用方差分析(ANCOVA)对各向异性分数(FA)和平均弥散度(MD)进行体素和感兴趣区(ROI)分析;与对照组或 naMCI 相比,aMCI 在几个灰质和白质(GM,WM)区域(尤其是颞极和下颞叶)的 MD 较高,而 WM ROI-s 的 FA 较低(例如左扣带回)。此外,还确定了言语流畅性、视觉和言语记忆表现与 DTI 指标之间存在显著相关性。逻辑回归表明,测量穹窿脚 GM 体积的 FA 可以提高 aMCI 与 naMCI 的区分度。来自 DWI/DTI 的额外信息有助于 AD 的临床前检测,也有助于检测早期非阿尔茨海默型痴呆。