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利用 NODDI 技术在活体中检测多发性硬化症皮质和皮质病变中的损伤。

In vivo detection of damage in multiple sclerosis cortex and cortical lesions using NODDI.

机构信息

Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milano, Italy.

Neurology Unit, IRCCS San Raffaele Scientific Institute, Milano, Italy.

出版信息

J Neurol Neurosurg Psychiatry. 2022 Jun;93(6):628-636. doi: 10.1136/jnnp-2021-327803. Epub 2021 Nov 19.

Abstract

OBJECTIVE

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).

METHODS

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).

RESULTS

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).

CONCLUSIONS

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.

摘要

目的

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。

方法

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)。

结果

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)。

结论

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。

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