NMR Research Unit, Queen Square MS Centre, Department of Neuroinflammation, UCL Queen Square Institute of Neurology, Faculty of Brain Sciences, University College London, London, UK.
Centre for Medical Image Computing (CMIC), Department of Medical Physics and Biomedical Engineering, University College London, London, UK.
Brain. 2021 Jun 22;144(5):1409-1421. doi: 10.1093/brain/awab043.
In early multiple sclerosis, a clearer understanding of normal-brain tissue microstructural and metabolic abnormalities will provide valuable insights into its pathophysiology. We used multi-parametric quantitative MRI to detect alterations in brain tissues of patients with their first demyelinating episode. We acquired neurite orientation dispersion and density imaging [to investigate morphology of neurites (dendrites and axons)] and 23Na MRI (to estimate total sodium concentration, a reflection of underlying changes in metabolic function). In this cross-sectional study, we enrolled 42 patients diagnosed with clinically isolated syndrome or multiple sclerosis within 3 months of their first demyelinating event and 16 healthy controls. Physical and cognitive scales were assessed. At 3 T, we acquired brain and spinal cord structural scans, and neurite orientation dispersion and density imaging. Thirty-two patients and 13 healthy controls also underwent brain 23Na MRI. We measured neurite density and orientation dispersion indices and total sodium concentration in brain normal-appearing white matter, white matter lesions, and grey matter. We used linear regression models (adjusting for brain parenchymal fraction and lesion load) and Spearman correlation tests (significance level P ≤ 0.01). Patients showed higher orientation dispersion index in normal-appearing white matter, including the corpus callosum, where they also showed lower neurite density index and higher total sodium concentration, compared with healthy controls. In grey matter, compared with healthy controls, patients demonstrated: lower orientation dispersion index in frontal, parietal and temporal cortices; lower neurite density index in parietal, temporal and occipital cortices; and higher total sodium concentration in limbic and frontal cortices. Brain volumes did not differ between patients and controls. In patients, higher orientation dispersion index in corpus callosum was associated with worse performance on timed walk test (P = 0.009, B = 0.01, 99% confidence interval = 0.0001 to 0.02), independent of brain and lesion volumes. Higher total sodium concentration in left frontal middle gyrus was associated with higher disability on Expanded Disability Status Scale (rs = 0.5, P = 0.005). Increased axonal dispersion was found in normal-appearing white matter, particularly corpus callosum, where there was also axonal degeneration and total sodium accumulation. The association between increased axonal dispersion in the corpus callosum and worse walking performance implies that morphological and metabolic alterations in this structure could mechanistically contribute to disability in multiple sclerosis. As brain volumes were neither altered nor related to disability in patients, our findings suggest that these two advanced MRI techniques are more sensitive at detecting clinically relevant pathology in early multiple sclerosis.
在多发性硬化的早期,更清楚地了解正常脑组织的微观结构和代谢异常将为其病理生理学提供有价值的见解。我们使用多参数定量 MRI 来检测首次脱髓鞘发作患者的脑组织变化。我们获得了神经丝取向弥散和密度成像[研究神经丝的形态(树突和轴突)]和 23Na MRI(估计总钠浓度,反映代谢功能的潜在变化)。在这项横断面研究中,我们招募了 42 名在首次脱髓鞘事件后 3 个月内被诊断为临床孤立综合征或多发性硬化症的患者和 16 名健康对照者。评估了身体和认知量表。在 3T 下,我们采集了脑和脊髓结构扫描以及神经丝取向弥散和密度成像。32 名患者和 13 名健康对照者还接受了脑部 23Na MRI。我们测量了脑正常表现白质、白质病变和灰质中的神经丝密度和取向弥散指数以及总钠浓度。我们使用线性回归模型(调整脑实质分数和病变负荷)和 Spearman 相关检验(显著性水平 P ≤ 0.01)。与健康对照组相比,患者在正常表现白质中表现出更高的取向弥散指数,包括胼胝体,其中还表现出更低的神经丝密度指数和更高的总钠浓度。与健康对照组相比,患者在灰质中表现出:额叶、顶叶和颞叶皮质的取向弥散指数较低;顶叶、颞叶和枕叶皮质的神经丝密度指数较低;边缘和额叶皮质的总钠浓度较高。患者和对照组的脑容量没有差异。在患者中,胼胝体的取向弥散指数越高,定时步行测试的表现越差(P=0.009,B=0.01,99%置信区间=0.0001 至 0.02),与脑和病变体积无关。左侧额中回的总钠浓度越高,扩展残疾状况量表的残疾程度越高(rs=0.5,P=0.005)。在正常表现白质中发现了更多的轴突弥散,尤其是胼胝体,那里也存在轴突变性和总钠积累。胼胝体中轴突弥散增加与行走能力下降之间的关联表明,该结构的形态和代谢改变可能在多发性硬化症的残疾中起机械作用。由于患者的脑容量既没有改变也与残疾无关,我们的发现表明,这两种先进的 MRI 技术在检测多发性硬化症早期的临床相关病理学方面更敏感。