Kouhei Kamiya, Sayori Hanashiro, Osamu Kano, Wataru Uchida, Koji Kamagata, Shigeki Aoki, Masaaki Hori
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We used permutation testing with a nonparametric combination of mean diffusivity (MD), fractional anisotropy (FA), and mean kurtosis (MK) to assess intergroup differences over the cerebrum. We also carried out an atlas-based analysis focusing on Brodmann Area 4 and 6 (primary motor and premotor areas) and investigated the correlation between MRI metrics and clinical parameters.</p><p><strong>Results: </strong>At both the mid-cortical and subcortical surfaces, b-ALS was associated with significantly greater MD, smaller FA, and smaller MK in the motor and premotor areas than HC. In contrast, the patients with l-ALS showed relatively moderate differences relative to HCs. The ALS Functional Rating Scale-Revised bulbar subscore was significantly correlated with the diffusion metrics in Brodmann Area 4.</p><p><strong>Conclusion: </strong>The distribution of abnormalities over the cerebral hemispheres and the more severe microstructural alteration in b-ALS compared to l-ALS were in good agreement with findings from postmortem histology. Our results suggest the feasibility of surface-based DKI analyses for exploring brain microstructural pathologies in ALS. The observed differences between b-ALS and l-ALS and their correlations with functional bulbar impairment support the clinical relevance of DKI measurement in the cortical and juxtacortical regions of patients with ALS.</p>","PeriodicalId":94126,"journal":{"name":"Magnetic resonance in medical sciences : MRMS : an official journal of Japan Society of Magnetic Resonance in Medicine","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Surface-based Analyses of Diffusional Kurtosis Imaging in Amyotrophic Lateral Sclerosis: Relationship with Onset Subtypes.\",\"authors\":\"Kouhei Kamiya, Sayori Hanashiro, Osamu Kano, Wataru Uchida, Koji Kamagata, Shigeki Aoki, Masaaki Hori\",\"doi\":\"10.2463/mrms.mp.2023-0138\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Here, we aimed to characterize the cortical and subcortical microstructural alterations in the brains of patients with amyotrophic lateral sclerosis (ALS). In particular, we compared these features between bulbar-onset ALS (b-ALS) and limb-onset ALS (l-ALS).</p><p><strong>Methods: </strong>Diffusion MRI data (b = 0, 700, 2000 ms/mm<sup>2</sup>, 1.7-mm isotropic voxel) from 28 patients with ALS (9 b-ALS and 19 l-ALS) and 17 healthy control subjects (HCs) were analyzed. Diffusional kurtosis imaging (DKI) metrics were sampled at the mid-cortical and subcortical surfaces. We used permutation testing with a nonparametric combination of mean diffusivity (MD), fractional anisotropy (FA), and mean kurtosis (MK) to assess intergroup differences over the cerebrum. We also carried out an atlas-based analysis focusing on Brodmann Area 4 and 6 (primary motor and premotor areas) and investigated the correlation between MRI metrics and clinical parameters.</p><p><strong>Results: </strong>At both the mid-cortical and subcortical surfaces, b-ALS was associated with significantly greater MD, smaller FA, and smaller MK in the motor and premotor areas than HC. In contrast, the patients with l-ALS showed relatively moderate differences relative to HCs. The ALS Functional Rating Scale-Revised bulbar subscore was significantly correlated with the diffusion metrics in Brodmann Area 4.</p><p><strong>Conclusion: </strong>The distribution of abnormalities over the cerebral hemispheres and the more severe microstructural alteration in b-ALS compared to l-ALS were in good agreement with findings from postmortem histology. Our results suggest the feasibility of surface-based DKI analyses for exploring brain microstructural pathologies in ALS. 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引用次数: 0
摘要
目的:在此,我们旨在描述肌萎缩性脊髓侧索硬化症(ALS)患者大脑皮质和皮质下微结构改变的特征。特别是,我们比较了球部发病型 ALS(b-ALS)和肢端发病型 ALS(l-ALS)的这些特征:方法:分析了 28 名 ALS 患者(9 名 b-ALS 和 19 名 l-ALS)和 17 名健康对照组(HCs)的弥散 MRI 数据(b = 0、700、2000 毫秒/平方毫米,1.7 毫米各向同性体素)。扩散峰度成像(DKI)指标在皮层中部和皮层下表面取样。我们使用平均扩散率(MD)、分数各向异性(FA)和平均峰度(MK)的非参数组合进行置换测试,以评估大脑的组间差异。我们还对布罗德曼第4区和第6区(初级运动区和前运动区)进行了图谱分析,并研究了核磁共振成像指标与临床参数之间的相关性:结果:在皮层中层和皮层下表面,b-ALS 患者的运动区和运动前区的 MD、FA 和 MK 均明显高于 HC 患者。相比之下,l-ALS 患者与 HC 患者的差异相对较小。ALS功能评定量表-修订版 "球部 "子评分与布罗德曼4区的弥散指标有显著相关性:结论:与l-ALS相比,b-ALS异常在大脑半球的分布以及更严重的微结构改变与死后组织学的研究结果非常吻合。我们的研究结果表明,基于表面的 DKI 分析在探索 ALS 的大脑微结构病理方面是可行的。观察到的 b-ALS 和 l-ALS 之间的差异及其与球部功能障碍的相关性支持了在 ALS 患者的皮质和并皮质区域进行 DKI 测量的临床意义。
Surface-based Analyses of Diffusional Kurtosis Imaging in Amyotrophic Lateral Sclerosis: Relationship with Onset Subtypes.
Purpose: Here, we aimed to characterize the cortical and subcortical microstructural alterations in the brains of patients with amyotrophic lateral sclerosis (ALS). In particular, we compared these features between bulbar-onset ALS (b-ALS) and limb-onset ALS (l-ALS).
Methods: Diffusion MRI data (b = 0, 700, 2000 ms/mm2, 1.7-mm isotropic voxel) from 28 patients with ALS (9 b-ALS and 19 l-ALS) and 17 healthy control subjects (HCs) were analyzed. Diffusional kurtosis imaging (DKI) metrics were sampled at the mid-cortical and subcortical surfaces. We used permutation testing with a nonparametric combination of mean diffusivity (MD), fractional anisotropy (FA), and mean kurtosis (MK) to assess intergroup differences over the cerebrum. We also carried out an atlas-based analysis focusing on Brodmann Area 4 and 6 (primary motor and premotor areas) and investigated the correlation between MRI metrics and clinical parameters.
Results: At both the mid-cortical and subcortical surfaces, b-ALS was associated with significantly greater MD, smaller FA, and smaller MK in the motor and premotor areas than HC. In contrast, the patients with l-ALS showed relatively moderate differences relative to HCs. The ALS Functional Rating Scale-Revised bulbar subscore was significantly correlated with the diffusion metrics in Brodmann Area 4.
Conclusion: The distribution of abnormalities over the cerebral hemispheres and the more severe microstructural alteration in b-ALS compared to l-ALS were in good agreement with findings from postmortem histology. Our results suggest the feasibility of surface-based DKI analyses for exploring brain microstructural pathologies in ALS. The observed differences between b-ALS and l-ALS and their correlations with functional bulbar impairment support the clinical relevance of DKI measurement in the cortical and juxtacortical regions of patients with ALS.