Quantity and Volume of Perivascular Spaces Are Inversely Associated With Multiple Sclerosis Relative to Cerebrovascular Disease and Migraine.

IF 3.9 2区 医学 Q1 CLINICAL NEUROLOGY
Elle M Levit, Elizabeth A Horwath, Daniel L Schwartz, Lisa C Silbert, Russell T Shinohara, Andrew J Solomon
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引用次数: 0

Abstract

Objective: To quantify the number and volume of whole brain perivascular spaces (PVS) using a detection and segmentation algorithm in participants with multiple sclerosis (MS) and patients with disorders mimicking MS known to potentially influence PVS, such as cerebrovascular disease.

Methods: T1-weighted and T2-weighted FLAIR sequences were obtained on 3T MRI from 40 participants: 10 with MS, 10 with MS and a known comorbidity associated with MRI white matter abnormalities, 10 with migraine and MRI T2 hyperintense lesions, and 10 who were previously misdiagnosed with MS due to a variety of diagnoses. MRIs were analyzed using a previously validated automated segmentation pipeline. Primary outcomes included PVS number and volume, which were evaluated separately in each model.

Results: MS diagnosis was inversely associated with the number of PVS (t(23.99) = 3.92, p < 0.001) and PVS volume (t(22.49) = 3.64, p < 0.001). ROC analysis demonstrated an AUC above 0.8 for both the number of PVS and PVS volume for differentiating the MS and non-MS cohorts. In logistic regression, the number of PVS (OR = 0.98, 95% CI [-0.03, -0.01], p < 0.05) and volume of PVS (OR = 0.98, 95% CI = [0.97, 0.99], p < 0.006) were significantly inversely associated with MS diagnosis.

Interpretation: These findings suggest that those with a confirmed diagnosis of MS had a lower PVS burden compared to individuals with migraine or misdiagnosis of MS, irrespective of vascular comorbidities. The degree to which cerebrovascular disease influences PVS in patients with MS and other diagnoses warrants further study in larger longitudinal cohorts.

血管周围空间的数量和体积与多发性硬化症、脑血管疾病和偏头痛呈负相关。
目的:利用一种检测和分割算法,量化多发性硬化症(MS)和已知可能影响PVS的模拟MS疾病(如脑血管疾病)患者的全脑血管周围空间(PVS)的数量和体积。方法:从40名参与者的3T MRI上获得t1加权和T2加权FLAIR序列:10名患有MS, 10名患有MS并已知与MRI白质异常相关的合并症,10名患有偏头痛和MRI T2高信号病变,10名先前因各种诊断被误诊为MS。核磁共振成像分析使用以前验证的自动分割管道。主要结局包括PVS数量和体积,在每个模型中分别评估。结果:MS诊断与PVS数量呈负相关(t(23.99) = 3.92, p)解释:这些研究结果表明,与偏头痛或MS误诊患者相比,MS确诊患者的PVS负担较低,与血管合并症无关。脑血管疾病对多发性硬化症和其他诊断患者PVS的影响程度值得在更大的纵向队列中进一步研究。
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来源期刊
Annals of Clinical and Translational Neurology
Annals of Clinical and Translational Neurology Medicine-Neurology (clinical)
CiteScore
9.10
自引率
1.90%
发文量
218
审稿时长
8 weeks
期刊介绍: Annals of Clinical and Translational Neurology is a peer-reviewed journal for rapid dissemination of high-quality research related to all areas of neurology. The journal publishes original research and scholarly reviews focused on the mechanisms and treatments of diseases of the nervous system; high-impact topics in neurologic education; and other topics of interest to the clinical neuroscience community.
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