Assessment of the Corticospinal Tract Profile in Pure Lower Motor Neuron Disease: A Diffusion Tensor Imaging Study

IF 1.9 4区 医学 Q3 CLINICAL NEUROLOGY
A. Sarica, P. Valentino, R. Nisticó, S. Barone, F. Pucci, A. Quattrone, A. Cerasa, A. Quattrone
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引用次数: 4

Abstract

Aim: The aim of this study was to evaluate the corticospinal tract (CST) diffusion profile in pure lower motor neuron disease (pLMND) patients who at baseline did not show any clinical or electrophysiological involvement of upper motor neurons (UMN), and in amyotrophic lateral sclerosis (ALS) patients. Materials and Methods: Fifteen ALS patients with delayed central motor conduction time (CMCT) and 14 pLMND patients with normal CMCT were enrolled together with 15 healthy controls. Fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) maps were obtained. The tract profile of CST was reconstructed with the automated fiber quantification tool and its diffusion properties were quantified voxel-by-voxel and then compared pairwise between groups. Moreover, a random forest (RF) classifier was trained to evaluate the ability of CST diffusion metrics in distinguishing pairwise the groups from the controls. Results: ALS patients presented wide microstructural abnormalities in the entire CST as assessed by FA decrease and RD increase while pLMND patients showed focal FA decrease and a larger AD increase in the cerebral peduncle and posterior limb of the internal capsule in comparison with controls. RF revealed that diffusion tensor imaging (DTI) metrics accurately distinguished ALS patients and pLMND patients from controls (96.67 and 95.71% accuracy, respectively). Conclusions: Our study demonstrates that the CST was impaired in both ALS and pLMND patients, thus suggesting that DTI metrics are a reliable tool in detecting subtle changes of UMN in pLMND patients, also in the absence of clinical and CMCT abnormalities.
单纯性下运动神经元疾病的皮质脊髓束轮廓评估:扩散张量成像研究
目的:本研究的目的是评估单纯下运动神经元疾病(pLMND)患者和肌萎缩侧索硬化症(ALS)患者的皮质脊髓束(CST)扩散谱,这些患者在基线时没有表现出任何上运动神经元(UMN)的临床或电生理受累。材料和方法:15例中枢运动传导时间延迟的ALS患者和14例中枢运动时间正常的pLMND患者与15名健康对照组一起入选。获得了分数各向异性(FA)、平均扩散率(MD)、轴向扩散率(AD)和径向扩散率(RD)图。使用自动纤维定量工具重建CST的束轮廓,逐体素量化其扩散特性,然后在各组之间成对比较。此外,还训练了一个随机森林(RF)分类器,以评估CST扩散指标在成对区分各组和对照组方面的能力。结果:与对照组相比,ALS患者在整个CST中表现出广泛的微结构异常,通过FA减少和RD增加来评估,而pLMND患者在脑脚和内囊后肢中表现出局灶性FA减少和更大的AD增加。RF显示,扩散张量成像(DTI)指标准确区分了ALS患者和pLMND患者与对照组(准确率分别为96.67%和95.71%)。结论:我们的研究表明,ALS和pLMND患者的CST均受损,因此表明DTI指标是检测pLMND病人UMN细微变化的可靠工具,在没有临床和CMCT异常的情况下也是如此。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neurodegenerative Diseases
Neurodegenerative Diseases 医学-临床神经学
CiteScore
5.90
自引率
0.00%
发文量
14
审稿时长
6-12 weeks
期刊介绍: ''Neurodegenerative Diseases'' is a bimonthly, multidisciplinary journal for the publication of advances in the understanding of neurodegenerative diseases, including Alzheimer''s disease, Parkinson''s disease, amyotrophic lateral sclerosis, Huntington''s disease and related neurological and psychiatric disorders.
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