Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milano, Italy.
Neurology Unit, IRCCS San Raffaele Scientific Institute, Milano, Italy.
J Neurol Neurosurg Psychiatry. 2022 Jun;93(6):628-636. doi: 10.1136/jnnp-2021-327803. Epub 2021 Nov 19.
To characterise in vivo the microstructural abnormalities of multiple sclerosis (MS) normal-appearing (NA) cortex and cortical lesions (CLs) and their relations with clinical phenotypes and disability using neurite orientation dispersion and density imaging (NODDI).
One hundred and seventy-two patients with MS (101 relapsing-remitting multiple sclerosis (RRMS), 71 progressive multiple sclerosis (PMS)) and 62 healthy controls (HCs) underwent a brain 3T MRI. Brain cortex and CLs were segmented from three-dimensional T1-weighted and double inversion recovery sequences. Using NODDI on diffusion-weighted sequence, intracellular volume fraction (ICV_f) and Orientation Dispersion Index (ODI) were assessed in NA cortex and CLs with default or optimised parallel diffusivity for the cortex (D//=1.7 or 1.2 µm/ms, respectively).
The NA cortex of patients with MS had significantly lower ICV_f versus HCs' cortex with both D// values (false discovery rate (FDR)-p <0.001). CLs showed significantly decreased ICV_f and ODI versus NA cortex of both HCs and patients with MS with both D// values (FDR-p ≤0.008). Patients with PMS versus RRMS had significantly decreased NA cortex ICV_f and ODI (FDR-p=0.050 and FDR-p=0.032) with only D//=1.7 µm/ms. No CL microstructural differences were found between MS clinical phenotypes. MS NA cortex ICV_f and ODI were significantly correlated with disease duration, clinical disability, lesion burden and global and regional brain atrophy (r from -0.51 to 0.71, FDR-p from <0.001 to 0.045).
A significant neurite loss occurs in MS NA cortex. CLs show a further neurite density reduction and a reduced ODI suggesting a simplification of neurite complexity. NODDI is relevant to investigate in vivo the heterogeneous pathology affecting the MS cortex.
利用神经丝取向分散和密度成像(NODDI)技术,对多发性硬化症(MS)正常外观(NA)皮质和皮质病变(CL)的体内微观结构异常进行特征描述,并探讨其与临床表型和残疾的关系。
172 例 MS 患者(101 例复发缓解型多发性硬化症(RRMS),71 例进展型多发性硬化症(PMS))和 62 名健康对照者(HCs)接受了 3T 脑部 MRI 检查。从三维 T1 加权和双反转恢复序列中分割脑皮质和 CL。在扩散加权序列上使用 NODDI,评估 NA 皮质和 CL 中的细胞内容积分数(ICV_f)和取向分散指数(ODI),默认或优化皮质平行扩散率(D//=1.7 或 1.2 µm/ms)。
与 HCs 皮质相比,MS 患者的 NA 皮质的 ICV_f 显著降低,且在两种 D//值下(假发现率(FDR)-p<0.001)。CL 的 ICV_f 和 ODI 与 HCs 和 MS 患者的 NA 皮质相比均显著降低,且在两种 D//值下(FDR-p≤0.008)。与 RRMS 患者相比,PMS 患者的 NA 皮质的 ICV_f 和 ODI 显著降低(FDR-p=0.050 和 FDR-p=0.032),且仅在 D//=1.7 µm/ms 时。MS 临床表型之间无 CL 微观结构差异。MS NA 皮质的 ICV_f 和 ODI 与疾病持续时间、临床残疾、病变负荷以及全脑和区域性脑萎缩显著相关(r 从-0.51 到 0.71,FDR-p 从<0.001 到 0.045)。
MS 的 NA 皮质中存在明显的神经丝丢失。CL 显示出进一步的神经丝密度降低和 ODI 降低,提示神经丝复杂性简化。NODDI 是一种与体内研究影响 MS 皮质的异质性病理相关的技术。