Department of Diagnostic Radiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong.
Magn Reson Imaging. 2013 Jun;31(5):688-94. doi: 10.1016/j.mri.2012.10.027. Epub 2013 Jan 22.
Diffusional kurtosis imaging (DKI), a natural extension of diffusion tensor imaging (DTI), can characterize non-Gaussian diffusion in the brain. We investigated the capability of DKI parameters for detecting microstructural changes in both gray matter (GM) and white matter (WM) in patients with mild cognitive impairment (MCI) and Alzheimer's disease (AD) and sought to determine whether these DKI parameters could serve as imaging biomarkers to indicate the severity of cognitive deficiency.
DKI was performed on 18AD patients and 12 MCI patients. Fractional anisotropy, kurtosis and diffusivity parameters in the temporal, parietal, frontal and occipital lobes were compared between the two groups using Mann-Whitney U test. The correlations between regional DKI parameters and mini-mental state examination (MMSE) score were tested using Pearson's correlation.
In ADs, significantly increased diffusivity and decreased kurtosis parameters were observed in both the GM and WM of the parietal and occipital lobes as compared to MCIs. Significantly decreased fractional anisotropy was also observed in the WM of these lobes in ADs. With the exception of fractional anisotropy and radial kurtosis, all the five other DKI parameters exhibited significant correlations with MMSE score in both GM and WM.
Bearing additional information, the DKI model can provide sensitive imaging biomarkers for assessing the severity of cognitive deficiency in reference to MMSE score and potentially improve early detection and progression monitoring of AD based on characterizing microstructures in both the WM and especially the GM.
扩散峰度成像(DKI)是扩散张量成像(DTI)的自然延伸,可用于描述脑内的非高斯扩散。本研究旨在探讨 DKI 参数在检测轻度认知障碍(MCI)和阿尔茨海默病(AD)患者脑内灰质(GM)和白质(WM)微观结构变化方面的能力,并进一步探讨这些 DKI 参数是否可以作为影像学生物标志物来反映认知缺损的严重程度。
对 18 例 AD 患者和 12 例 MCI 患者进行 DKI 检查。采用 Mann-Whitney U 检验比较两组患者颞叶、顶叶、额叶和枕叶的各向异性分数(FA)、峰度和弥散参数。采用 Pearson 相关分析检测各脑区 DKI 参数与简易精神状态检查(MMSE)评分的相关性。
与 MCI 组相比,AD 患者的顶叶和枕叶 GM 和 WM 的弥散度和峰度参数显著升高,而 FA 值显著降低。这些脑区 WM 的 FA 值也显著降低。除 FA 和径向峰度外,其余 5 个 DKI 参数在 GM 和 WM 中与 MMSE 评分均具有显著相关性。
DKI 模型能够提供更多的信息,可作为评估 MMSE 评分认知缺损严重程度的敏感影像学生物标志物,并且有可能通过对 WM 和 GM 微观结构的特征描述来提高 AD 的早期检测和进展监测能力。