The temporal dynamics and clinical relevance of choroid plexus measures in multiple sclerosis.

IF 4.5 Q1 CLINICAL NEUROLOGY
Brain communications Pub Date : 2025-06-14 eCollection Date: 2025-01-01 DOI:10.1093/braincomms/fcaf239
Ermelinda De Meo, Sarmad Al-Araji, Baris Kanber, Alessia Bianchi, Charmaine Hiu-Ying Yam, Ronja Christensen, Suraya Mohamud, Jed Wingrove, Omar Abdel-Mannan, Anuriti Aojula, Dimitrios Champsas, Weaam Hamed, Ahmed Hammam, Dominic Wilkins, Anna He, Yael Hacohen, Ferran Prados, Frederik Barkhof, Declan Chard, Olga Ciccarelli
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引用次数: 0

Abstract

Choroid plexus enlargement is a promising biomarker of disease activity in multiple sclerosis. However, longitudinal changes in choroid plexus volume and microstructural integrity remain unclear. This study investigated temporal changes in choroid plexus measures and their correlations with clinical disability and brain volume changes over 18 months and the entire disease duration. We recruited consecutive relapsing-remitting multiple sclerosis patients at treatment initiation who were then invited to come back for clinical, neuropsychological and brain MRI assessments at 6 and 18 months. Choroid plexus volume was measured using FreeSurfer and Gaussian Mixture Models on 3D-T1-weighted scans, and choroid plexus T1/T2 ratio was calculated from conventional 3D-T1- and T2-weighted images. Brain lesion, whole brain, grey matter, and white matter volumes were measured. Alternating conditional expectation algorithm was used to estimate trajectories of changes in choroid plexus measures over the entire disease course. Multiple linear regression and mixed effects models were used to investigate associations of choroid plexus measures with clinical and MRI measures. False discovery rate correction was applied. 422 RRMS patients were recruited [mean age: 40.8 years (SD 10.9), mean disease duration: 9.5 years (SD 17.4), median expanded disability status scale: 2.0 (IQR: 1.5-3.5); mean symbol digit modalities test score: 50.6 (SD 14.7), mean brief visuospatial memory test-revised score: 25 (SD7.6)]; 276 participants were studied at 6-months follow-up and 80 at 18-months. During the entire disease course, an initial increase in normalized choroid plexus volume was observed, followed by a plateau; T1/T2 ratio decreased initially, but then increased once the volume had stabilized. When examining changes in choroid plexus volumes over a median follow-up of 8.6 months, significant increases in both choroid plexus volumes [β = 0.45, standard error = 0.11, False discovery rate-corrected P < 0.001)] and T1/T2 ratios (β = 0.29, standard error = 0.14, False discovery rate-corrected P = 0.05) were observed. A higher baseline choroid plexus T1/T2 ratio was linked to a faster rate of decrease in normalized brain volume (β = -0.21, standard error = 0.08, False discovery rate-corrected P = 0.01) and deep grey matter volume (β = -0.25, standard error = 0.10, False discovery rate-corrected P = 0.03) over time. Higher baseline choroid plexus T1/T2 values were associated with worsening performance on brief visuospatial memory test-revised over time (β = -0.23, standard error = 0.10, False discovery rate-corrected P = 0.04). Changes in choroid plexus measures over time appear non-linear, with volumes increasing earlier in the disease course and T1/T2 ratios rising later. After a mean disease duration of 9.5 years, higher choroid plexus T1/T2 ratios, but not volume, predicted faster memory decline and whole brain and deep grey matter volume loss, underscoring the value of assessing choroid plexus microstructure, alongside volumes, in predicting clinical and MRI outcomes.

多发性硬化症脉络膜丛测量的时间动态和临床意义。
脉络膜丛扩大是多发性硬化症疾病活动性的一个有希望的生物标志物。然而,脉络膜丛体积和显微结构完整性的纵向变化尚不清楚。本研究探讨了脉络膜丛测量的时间变化及其与临床残疾和整个疾病病程的脑容量变化的相关性。我们在治疗开始时招募了连续复发缓解型多发性硬化症患者,然后邀请他们在6个月和18个月时再次进行临床、神经心理学和脑MRI评估。采用FreeSurfer和高斯混合模型在3D-T1加权扫描上测量脉络膜丛体积,并根据常规3D-T1和T2加权图像计算脉络膜丛T1/T2比值。测量脑病变、全脑、灰质和白质体积。交替条件期望算法用于估计脉络膜丛测量在整个疾病过程中的变化轨迹。使用多元线性回归和混合效应模型来研究脉络膜丛测量与临床和MRI测量的关系。应用错误发现率校正。纳入422例RRMS患者[平均年龄:40.8岁(SD 10.9),平均病程:9.5年(SD 17.4),中位扩展残疾状态量表:2.0 (IQR: 1.5-3.5);符号数字模态测试平均得分:50.6 (SD 14.7),平均简短视觉空间记忆测试-修订得分:25 (SD7.6)];276名参与者在6个月的随访期和80名18个月的随访期进行了研究。在整个病程中,观察到脉络膜丛体积的初始增加,随后是平台期;T1/T2比值开始减小,体积稳定后增大。在中位随访8.6个月的脉络膜丛体积变化中,观察到脉络膜丛体积[β = 0.45,标准误差= 0.11,错误发现率校正P < 0.001]和T1/T2比值(β = 0.29,标准误差= 0.14,错误发现率校正P = 0.05)均显著增加。随着时间的推移,较高的基线脉络膜丛T1/T2比值与规范化脑容量(β = -0.21,标准误差= 0.08,错误发现率校正P = 0.01)和深部灰质体积(β = -0.25,标准误差= 0.10,错误发现率校正P = 0.03)的下降速度有关。随着时间的推移,较高的基线脉膜丛T1/T2值与短时视觉空间记忆测试的表现恶化相关(β = -0.23,标准误差= 0.10,错误发现率校正P = 0.04)。脉络膜丛测量随时间的变化呈非线性,在病程早期体积增加,T1/T2比值随后升高。平均病程9.5年后,较高的脉络膜丛T1/T2比值(而非体积)预示着更快的记忆衰退、全脑和深部灰质体积损失,强调了评估脉络膜丛微观结构和体积在预测临床和MRI结果方面的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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