Cortical microstructural abnormalities in amyotrophic lateral sclerosis: a gray matter-based spatial statistics study

被引:0
作者
Xiao, Xin-Yun [1 ]
Zeng, Jing-Yi [1 ]
Cao, Yun-Bin [1 ]
Tang, Ying [2 ]
Zou, Zhang-Yu [3 ]
Li, Jian-Qi [2 ]
Chen, Hua-Jun [1 ]
机构
[1] Fujian Med Univ, Dept Radiol, Union Hosp, 29 Xinquan Rd, Fuzhou 350001, Peoples R China
[2] East China Normal Univ, Sch Phys & Elect Sci, Shanghai Key Lab Magnet Resonance, 3663 North Zhongshan Rd, Shanghai 200062, Peoples R China
[3] Fujian Med Univ, Dept Neurol, Union Hosp, 29 Xinquan Rd, Fuzhou 350001, Peoples R China
关键词
Amyotrophic lateral sclerosis (ALS); cortical microstructure; neurite orientation dispersion and density imaging (NODDI); graymatter-based spatial statistics (GBSS); neurodegeneration; NEURITE ORIENTATION DISPERSION; MRI; DENSITY; DIAGNOSIS; FEATURES; DEFICITS; CONTEXT;
D O I
10.21037/qims-24-236
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Amyotrophic lateral sclerosis (ALS)-related white-matter microstructural abnormalities have received considerable attention; however, gray-matter structural abnormalities have not been fully elucidated. This study aimed to evaluate cortical microstructural abnormalities in ALS and determine their association with disease severity. Methods: This study included 34 patients with ALS and 30 healthy controls. Diffusion-weighted data were used to estimate neurite orientation dispersion and density imaging (NODDI) parameters, including neurite density index (NDI) and orientation dispersion index (ODI). We performed gray matter-based spatial statistics (GBSS) in a voxel-wise manner to determine the cortical microstructure difference. We used the revised ALS Functional Rating Scale (ALSFRS-R) to assess disease severity and conducted a correlation analysis between NODDI parameters and ALSFRS-R. Results: In patients with ALS, the NDI reduction involved several cortical regions [primarily the precentral gyrus, postcentral gyrus, temporal cortex, prefrontal cortex, occipital cortex, and posterior parietal cortex; family-wise error (FWE)-corrected P<0.05]. ODI decreased in relatively few cortical regions (including the precentral gyrus, postcentral gyrus, prefrontal cortex, and inferior parietal lobule; FWE-corrected P<0.05). The NDI value in the left precentral and postcentral gyrus was positively correlated with the ALS disease Conclusions: The decreases in NDI and ODI involved both motor-related and extra-motor regions and indicated the presence of gray-matter microstructural impairment in ALS. NODDI parameters are potential imaging biomarkers for evaluating disease severity in vivo. Our results showed that GBSS is a feasible method for identifying abnormalities in the cortical microstructure of patients with ALS.
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收藏
页码:5774 / 5788
页数:15
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