Choroid Plexus Enlargement in Multiple Sclerosis Correlates with Cortical and Phase Rim lesions on 7-T MRI and Predicts Progression Independent of Relapse Activity.

Elena Barbuti, Allegra Conti, Constantina A Treaba, Alessandro Miscioscia, Valeria T Barletta, Elena Herranz, Jacob A Sloane, Eric C Klawiter, Nicola Toschi, Caterina Mainero
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Abstract

Background and purpose: In multiple sclerosis (MS), the choroid plexus is thought to promote and sustain the disease immunopathological inflammatory process. However, its association with cortical pathology and disease progression is still uncertain. We aim to characterize choroid plexus enlargement and evolution in MS, its relationship with imaging markers of compartmentalized inflammation and clinical outcome.

Materials and methods: One-hundred MS patients (74 relapsing-remitting, 26 secondary progressive, RRMS, SPMS) and 41 matched healthy controls (HC) underwent 3-T MRI to measure brain volumes and 7-T MRI for cortical and WM lesions, including paramagnetic rim lesions (PRL), segmentation. Choroid plexus volumes of the lateral ventricles were manually edited from FreeSurfer segmentation by one neurologist and normalized by total intracranial volume to estimate choroid plexus ratio (CPR). Expanded Disability Status Scale was assessed at baseline and longitudinally in 71 patients, 43 of whom had a follow-up MRI at 1.5 years. An extreme gradient boosting algorithm estimated the importance of CPR, alongside other imaging markers, in predicting disease phenotype (RRMS vs SPMS) and Progression Independent of Relapse Activity (PIRA).

Results: Relative to HC, CPR was higher in patients (11.66 (3.21) vs 14.98 (4.37) x 10-4, p=0.001), both in RRMS and SPMS (p=0.007, p=0.003), and there was mean ∼4% increase per year in CPR at follow-up, though not significant (p=0.14). Choroid plexus enlargement correlated with greater PRL and cortical lesion volumes (r=0.35, p<0.001). CPR did not discriminate MS phenotype but predicted PIRA alongside cerebrospinal fluid subarachnoid space volume, PRL and cortical lesion volumes (median (median absolute deviation) area under the curve 0.71 (0.12), accuracy 0.74 (0.10), sensitivity 0.81 (0.12), specificity of 0.52 (0.22)).

Conclusions: In MS, CPR increase relates to imaging markers of compartmentalized disease activity including cortical lesions and PRL and is a critical predictor of disease progression. Our findings could provide the rationale for implementing CPR estimation for prognosis prediction in MS.

Abbreviations: MS, multiple sclerosis, HC, healthy controls, PRL, paramagnetic rim lesions, CPR, choroid plexus ratio, PIRA, progression independent of relapse activity, RRMS, relapsing-remitting MS, SPMS, secondary progressive MS, XGBoost, extreme gradient boosting, EDSS, Expanded Disability Status Scale, CDP, confirmed disability progression.

多发性硬化症脉络膜丛扩大与7-T MRI上的皮质和期缘病变相关,并预测与复发无关的进展。
背景和目的:在多发性硬化症(MS)中,脉络膜丛被认为促进和维持疾病的免疫病理炎症过程。然而,其与皮质病理和疾病进展的关系仍不确定。我们的目的是表征MS的脉络膜丛扩大和进化,其与区隔性炎症和临床结果的成像标志物的关系。材料和方法:100例MS患者(74例复发缓解型,26例继发性进展型,RRMS, SPMS)和41例匹配的健康对照(HC)接受了3-T MRI测量脑容量和7-T MRI检查皮质和WM病变,包括顺磁边缘病变(PRL),分割。侧脑室脉络膜丛体积由一位神经科医生从FreeSurfer分割中手工编辑,并通过总颅内体积归一化来估计脉络膜丛比(CPR)。扩展残疾状态量表在基线和纵向上对71例患者进行评估,其中43例在1.5年随访MRI。一种极端梯度增强算法估计了CPR与其他成像标记在预测疾病表型(RRMS vs SPMS)和独立于复发活动的进展(PIRA)方面的重要性。结果:与HC相比,RRMS和SPMS患者的CPR更高(11.66 (3.21)vs 14.98 (4.37) x 10-4, p=0.001) (p=0.007, p=0.003),随访时CPR平均每年增加4%,但不显著(p=0.14)。脉络膜丛增大与PRL和皮质病变体积增大相关(r=0.35)。结论:在MS中,CPR增加与区隔性疾病活动的影像学标志物相关,包括皮质病变和PRL,是疾病进展的重要预测指标。缩写词:MS,多发性硬化症,HC,健康对照,PRL,顺磁环病变,CPR,脉络膜丛比率,PIRA,独立于复发活动的进展,RRMS,复发-缓解型MS, SPMS,继发进行性MS, XGBoost,极端梯度增强,EDSS,扩展残疾状态量表,CDP,确认残疾进展。
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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