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磁共振波谱和合成磁共振成像在多发性硬化亚型中的弛豫率和脑髓鞘定量及其与脊髓萎缩的相关性。

Relaxometry and brain myelin quantification with synthetic MRI in MS subtypes and their associations with spinal cord atrophy.

机构信息

Department of Neurology, St. Josef Hospital, Ruhr-University Bochum, Gudrunstr. 56, 44791 Bochum, Germany; Institute of Neuroradiology, St. Josef Hospital, Ruhr-University Bochum, Gudrunstr. 56, 44791 Bochum, Germany.

Institute of Neuroradiology, St. Josef Hospital, Ruhr-University Bochum, Gudrunstr. 56, 44791 Bochum, Germany.

出版信息

Neuroimage Clin. 2022;36:103166. doi: 10.1016/j.nicl.2022.103166. Epub 2022 Aug 25.

DOI:10.1016/j.nicl.2022.103166
PMID:36081258
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9463599/
Abstract

Immune-mediated demyelination and neurodegeneration are pathophysiological hallmarks of Multiple Sclerosis (MS) and main drivers of disease related disability. The principal method for evaluating qualitatively demyelinating events in the clinical context is contrast-weighted magnetic resonance imaging (MRI). Moreover, advanced MRI sequences provide reliable quantification of brain myelin offering new opportunities to study tissue pathology in vivo. Towards neurodegenerative aspects of the disease, spinal cord atrophy - besides brain atrophy - is a powerful and validated predictor of disease progression. The etiology of spinal cord volume loss is still a matter of research, as it remains unclear whether the impact of local lesion pathology or the interaction with supra- and infratentorial axonal degeneration and demyelination of the long descending and ascending fiber tracts are the determining factors. Quantitative synthetic MR using a multiecho acquisition of saturation recovery pulse sequence provides fast automatic brain tissue and myelin volumetry based on R1 and R2 relaxation rates and proton density quantification, making it a promising modality for application in the clinical routine. In this cross sectional study a total of 91 MS patients and 31 control subjects were included to investigate group differences of global and regional measures of brain myelin and relaxation rates, in different MS subtypes, using QRAPMASTER sequence and SyMRI postprocessing software. Furthermore, we examined associations between these quantitative brain parameters and spinal cord atrophy to draw conclusions about possible pathophysiological relationships. Intracranial myelin volume fraction of the global brain exhibited statistically significant differences between control subjects (10.4%) and MS patients (RRMS 9.4%, PMS 8.1%). In a LASSO regression analysis with total brain lesion load, intracranial myelin volume fraction and brain parenchymal fraction, the intracranial myelin volume fraction was the variable with the highest impact on spinal cord atrophy (standardized coefficient 4.52). Regional supratentorial MRI metrics showed altered average myelin volume fraction, R1, R2 and proton density in MS patients compared to controls most pronounced in PMS. Interestingly, quantitative MRI parameters in supratentorial regions showed strong associations with upper cord atrophy, suggesting an important role of brain diffuse demyelination on spinal cord pathology possibly in the context of global disease activity. R1, R2 or proton density of the thalamus, cerebellum and brainstem correlated with upper cervical cord atrophy, probably reflecting the direct functional connection between these brain structures and the spinal cord as well as the effects of retrograde and anterograde axonal degeneration. By using Synthetic MR-derived myelin volume fraction, we were able to effectively detect significant differences of myelination in relapsing and progressive MS subtypes. Total intracranial brain myelin volume fraction seemed to predict spinal cord volume loss better than brain atrophy or total lesion load. Furthermore, demyelination in highly myelinated supratentorial regions, as an indicator of diffuse disease activity, as well as alterations of relaxation parameters in adjacent infratentorial and midbrain areas were strongly associated with upper cervical cord atrophy.

摘要

免疫介导的脱髓鞘和神经退行性变是多发性硬化症(MS)的病理生理学标志,也是导致疾病相关残疾的主要驱动因素。在临床环境中定性评估脱髓鞘事件的主要方法是对比增强磁共振成像(MRI)。此外,高级 MRI 序列可提供脑髓鞘的可靠定量,为体内组织病理学研究提供了新的机会。对于疾病的神经退行性方面,脊髓萎缩 - 除了脑萎缩 - 是疾病进展的有力且经过验证的预测指标。脊髓体积损失的病因仍然是一个研究课题,因为尚不清楚局部病变病理学的影响,还是与上矢状窦和下矢状窦轴突变性以及长下行和上行纤维束的脱髓鞘的相互作用,是决定因素。使用饱和恢复脉冲序列的多回波采集的定量合成 MR 可基于 R1 和 R2 弛豫率和质子密度量化快速自动进行脑组织结构和髓鞘容积测量,使其成为在临床常规中应用的有前途的方式。在这项横断面研究中,共纳入了 91 名 MS 患者和 31 名对照者,以使用 QRAPMASTER 序列和 SyMRI 后处理软件,在不同的 MS 亚型中,研究脑髓鞘和弛豫率的全局和区域测量值的组间差异。此外,我们还检查了这些定量脑参数与脊髓萎缩之间的关联,以得出关于可能的病理生理关系的结论。对照组(10.4%)和 MS 患者(RRMS 9.4%,PMS 8.1%)的颅内脑髓鞘体积分数存在统计学差异。在总脑病变负荷、颅内髓鞘体积分数和脑实质分数的 LASSO 回归分析中,颅内髓鞘体积分数是对脊髓萎缩影响最大的变量(标准化系数 4.52)。与对照组相比,MS 患者的幕上 MRI 指标显示平均髓鞘体积分数、R1、R2 和质子密度发生改变,在 PMS 中最为明显。有趣的是,幕上区域的定量 MRI 参数与上颈髓萎缩有很强的关联,这表明脑弥漫性脱髓鞘对脊髓病理的重要作用,可能与全球疾病活动有关。丘脑、小脑和脑干的 R1、R2 或质子密度与上颈髓萎缩相关,可能反映了这些脑结构与脊髓之间的直接功能联系,以及逆行和顺行轴突变性的影响。通过使用合成 MRI 衍生的髓鞘体积分数,我们能够有效地检测出复发型和进展型 MS 亚型的髓鞘差异。总颅内脑髓鞘体积分数似乎比脑萎缩或总病变负荷更好地预测脊髓体积损失。此外,高度髓鞘化的幕上区域的脱髓鞘,作为弥漫性疾病活动的指标,以及相邻的幕下和中脑区域的弛豫参数的改变,与上颈髓萎缩有很强的关联。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1348/9463599/e9dac32fba2c/fx1.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1348/9463599/d9e546a17204/gr1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1348/9463599/3803072099de/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1348/9463599/975ceb71c7f8/gr3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1348/9463599/e3d342860fea/gr4.jpg
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