Correlations between postmortem quantitative MRI parameters and demyelination, axonal loss and gliosis in multiple sclerosis: A systematic review and meta-analysis.
Ting Shen, Samran Sheriff, Yanlin Qu, Vivek K Gupta, Stuart L Graham, Alexander Klistorner, Huixun Jia, Xiaodong Sun, Yuyi You
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引用次数: 0
Abstract
Magnetic resonance imaging (MRI) is frequently used to monitor disease progression in multiple sclerosis (MS). This study aims to systematically evaluate the correlation between MRI measures and histopathological changes, including demyelination, axonal loss, and gliosis, in the central nervous system of MS patients. We systematically reviewed post-mortem histological studies evaluating myelin density, axonal loss, and gliosis using quantitative imaging in MS. Relevant studies were identified through searches in PubMed, EMBASE, and Web of Science. A total of 38 studies involving 1782 regions of interest from 229 subjects were included. Pooled random-effects models were used to calculate the correlation between demyelination, axonal loss, gliosis, and various MRI parameters, including magnetization transfer ratio (MTR), T1 and T2 relaxation times, myelin water fraction (MWF), proton density (PD), and diffusivities. Pair-wise analyses compared results between lesioned and non-lesioned tissues. Our results demonstrated moderate to strong correlations between MRI parameters and myelin density in MS, with correlation coefficients: T1 (0.72), T2 (0.72), MTR (-0.73), FA (-0.73), RD (0.70), MD (0.70), MWF (-0.82), and PD (0.73). Interestingly, stronger correlations were found in lesioned tissues compared to non-lesioned tissues (P < 0.001). Moderate correlations were found between MRI parameters and axonal loss and gliosis. Our study reveals significant correlations between MRI techniques and histological assessments of myelin, axonal damage, and gliosis in MS. MRI metrics exhibited a more robust association with demyelination in lesioned areas than in non-lesioned brain tissue, highlighting the pronounced degree of myelin degradation in MS lesions. Further investigation is warranted to corroborate these results and refine MRI-based monitoring of MS pathology.
磁共振成像(MRI)经常用于监测多发性硬化症(MS)的疾病进展。本研究旨在系统评价MRI指标与MS患者中枢神经系统脱髓鞘、轴突丢失、神经胶质瘤等组织病理学变化的相关性。我们系统地回顾了用ms定量成像评估髓磷脂密度、轴突损失和神经胶质瘤的死后组织学研究。相关研究通过PubMed、EMBASE和Web of Science检索得到。共纳入了38项研究,涉及229名受试者的1782个感兴趣的区域。采用混合随机效应模型计算脱髓鞘、轴突损失、胶质瘤与各种MRI参数的相关性,包括磁化传递比(MTR)、T1和T2弛豫时间、髓鞘水分数(MWF)、质子密度(PD)和扩散系数。两两分析比较了病变组织和非病变组织的结果。我们的研究结果显示,MRI参数与MS患者髓磷脂密度之间存在中度至强相关性,相关系数为T1(0.72)、T2(0.72)、MTR(-0.73)、FA(-0.73)、RD(0.70)、MD(0.70)、MWF(-0.82)和PD(0.73)。有趣的是,与非病变组织相比,病变组织中发现了更强的相关性
期刊介绍:
Brain Imaging and Behavior is a bi-monthly, peer-reviewed journal, that publishes clinically relevant research using neuroimaging approaches to enhance our understanding of disorders of higher brain function. The journal is targeted at clinicians and researchers in fields concerned with human brain-behavior relationships, such as neuropsychology, psychiatry, neurology, neurosurgery, rehabilitation, and cognitive neuroscience.