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使用张量、峰度和基于特征的分析方法研究多发性硬化症病变、病变周围和正常表现白质中的扩散衍生参数。

Diffusion-derived parameters in lesions, peri-lesion and normal-appearing white matter in multiple sclerosis using tensor, kurtosis and fixel-based analysis.

机构信息

Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.

Radiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.

出版信息

J Cereb Blood Flow Metab. 2022 Nov;42(11):2095-2106. doi: 10.1177/0271678X221107953. Epub 2022 Jun 25.

DOI:10.1177/0271678X221107953
PMID:35754351
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9580168/
Abstract

Neuronal damage is the primary cause of long-term disability of multiple sclerosis (MS) patients. Assessment of axonal integrity from diffusion MRI parameters might enable better disease characterisation. 16 diffusion derived measurements from diffusion tensor imaging (DTI), diffusion kurtosis imaging (DKI), and fixel-based analysis (FBA) in lesions, peri-lesion and normal appearing white matter were investigated. Diffusion MRI scans of 11 MS patients were processed to generate DTI, DKI, and FBA images. Fractional anisotropy (FA) and fibre density (FD) were used to assess axonal integrity across brain regions. Subsequently, 359 lesions were identified, and lesion and peri-lesion segmentation was performed using structural Tw, Tw, Tw-FLAIR, and Tw post-contrast MRI. The segmentations were then used to extract 16 diffusion MRI parameters from lesion, peri-lesion, and contralateral normal appearing white matter (NAWM). The measurements for axonal integrity, DTI-FA, DKI-FA, FBA-FD, produced similar results. All diffusion MRI parameters were affected in lesions as compared to NAWM (p < 0.001), confirming loss of axonal integrity in lesions. In peri-lesions, most parameters, except FBA-FD, were also significantly different from NAWM, although the effect size was smaller than in lesions. The reduction in axonal integrity in peri-lesions, despite unaffected fibre density estimates, suggests an effect of Wallerian degeneration.

摘要

神经元损伤是多发性硬化症 (MS) 患者长期残疾的主要原因。从扩散 MRI 参数评估轴突完整性可能可以更好地对疾病进行特征描述。研究了病变、病变周围和正常表现白质中的扩散张量成像 (DTI)、扩散峰度成像 (DKI) 和基于纤维束的分析 (FBA) 的 16 个扩散衍生测量值。对 11 名 MS 患者的扩散 MRI 扫描进行了处理,以生成 DTI、DKI 和 FBA 图像。各向异性分数 (FA) 和纤维密度 (FD) 用于评估大脑区域的轴突完整性。随后,确定了 359 个病变,并使用结构 T1w、T2w、T1w 液体衰减反转恢复 (FLAIR) 和 T1w 对比增强 MRI 对病变和病变周围进行了分割。然后,将这些分割用于从病变、病变周围和对侧正常表现白质 (NAWM) 中提取 16 个扩散 MRI 参数。轴突完整性的测量值、DTI-FA、DKI-FA 和 FBA-FD 产生了相似的结果。与 NAWM 相比,病变中的所有扩散 MRI 参数均受到影响 (p < 0.001),证实了病变中轴突完整性的丧失。在病变周围,除了 FBA-FD 之外,大多数参数与 NAWM 也有显著差异,尽管其效应大小比病变小。尽管纤维密度估计值不受影响,但病变周围轴突完整性的降低表明存在沃勒变性的影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/e5efcf0e9e5d/10.1177_0271678X221107953-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/bd05ba3e23a8/10.1177_0271678X221107953-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/95a095389861/10.1177_0271678X221107953-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/f5c3849d9f34/10.1177_0271678X221107953-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/156c6dbb9348/10.1177_0271678X221107953-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/e5efcf0e9e5d/10.1177_0271678X221107953-fig5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/bd05ba3e23a8/10.1177_0271678X221107953-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/95a095389861/10.1177_0271678X221107953-fig2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/f5c3849d9f34/10.1177_0271678X221107953-fig3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/156c6dbb9348/10.1177_0271678X221107953-fig4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af9e/9580168/e5efcf0e9e5d/10.1177_0271678X221107953-fig5.jpg

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