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The retinal ganglion cell layer predicts normal‐appearing white matter tract integrity in multiple sclerosis: A combined diffusion tensor imaging and optical coherence tomography approach

机译:视网膜神经节细胞层可预测多发性硬化症中正常出现的白质束完整性:扩散张量成像和光学相干层析成像方法

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摘要

We investigated the relationship between retinal layers and normal‐appearing white matter (WM) integrity in the brain of patients with relapsing‐remitting multiple sclerosis (MS), using a combined diffusion tensor imaging and high resolution optical coherence tomography approach. Fifty patients and 62 controls were recruited. The patients were divided into two groups according to presence (  = 18) or absence (  = 32) of optic neuritis. Diffusion tensor data were analyzed with a voxel‐wise whole brain analysis of diffusion metrics in WM with tract‐based spatial statistics. Thickness measurements were obtained for each individual retinal layer. Partial correlation and multivariate regression analyses were performed, assessing the association between individual retinal layers and diffusion metrics across all groups. Region‐based analysis was performed, by focusing on tracts associated with the visual system. Receiver operating characteristic (ROC) curves were computed to compare the biomarker potential for the diagnosis of MS, using the thickness of each retinal layer and diffusion metrics. In patients without optic neuritis, both ganglion cell layer (GCL) and inner plexiform layer thickness correlated with the diffusion metrics within and outside the visual system. GCL thickness was a significant predictor of diffusion metrics in the whole WM skeleton, unlike other layers. No association was observed for either controls or patients with a history of optic neuritis. ROC analysis showed that the biomarker potential for the diagnosis of MS based on the GCL was high when compared to other layers. We conclude that GCL integrity is a predictor of whole‐brain WM disruption in MS patients without optic neuritis.
机译:我们使用扩散张量成像和高分辨率光学相干断层扫描方法,研究了复发缓解型多发性硬化症(MS)患者大脑中视网膜层与正常出现的白质(WM)完整性之间的关系。招募了50名患者和62名对照。根据视神经炎的存在(= 18)或不存在(= 32)将患者分为两组。扩散张量数据通过WM的体素全脑分析和基于道的空间统计数据对WM中的扩散指标进行了分析。对于每个单独的视网膜层获得厚度测量值。进行了部分相关和多元回归分析,评估了各个组中各个视网膜层与扩散指标之间的关联。通过集中于与视觉系统相关的区域来进行基于区域的分析。使用每个视网膜层的厚度和扩散指标,计算接收器工作特性(ROC)曲线以比较诊断MS的生物标记物潜力。在无视神经炎的患者中,神经节细胞层(GCL)和内部丛状细胞层的厚度均与视觉系统内外的扩散指标相关。与其他层不同,GCL厚度是整个WM骨架中扩散指标的重要预测指标。对照组或有视神经炎病史的患者均未发现相关性。 ROC分析表明,与其他层相比,基于GCL的MS诊断生物标志物的潜力很高。我们得出结论,对于没有视神经炎的MS患者,GCL完整性是全脑WM破坏的预测指标。

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