Affiliation:
1. Neurology Section, Department of Neuroscience, Biomedicine, and Movement Sciences University of Verona Verona Italy
2. Neurology Unit Mater Salutis Hospital Verona Italy
Abstract
AbstractBackground and purposeAlthough cognitive impairment (CI) is frequent in multiple sclerosis (MS) patients, few studies (and with conflicting results) have evaluated early predictors of CI in the long term. We aimed at determining associations between early clinical/neuroradiological variables with reference to CI after 20 years of MS.MethodsWe investigated in 170 MS patients the relationship between clinical/magnetic resonance imaging (MRI) data at diagnosis and cognitive status almost 20 years after MS onset. Among others, number and volume of both white matter lesions (WMLs) and cortical lesions (CLs) were evaluated at diagnosis and after 2 years. All MS patients were followed over time and underwent a comprehensive neuropsychological assessment at the end of study. Advanced statistical methods (unsupervised cluster analysis and random forest model) were conducted.ResultsCI patients showed higher focal cortical pathology at diagnosis compared to cognitively normal subjects (p < 0.001). Volumes of both WMLs and CLs emerged as the MRI metrics most associated with long‐term CI. Moreover, number of CLs (especially ≥3) was also strongly associated with long‐term CI (≥3 CLs: odds ratio [OR] = 3.7, 95% confidence interval = 1.8–7.5, p < 0.001), more than number of WMLs; the optimal cutoff of three CLs (area under the curve = 0.67, specificity = 75%, sensitivity = 55%) was estimated according to the risk of developing CI.ConclusionsThese results highlight the impact of considering both white and gray matter focal damage from early MS stages. Given the low predictive value of WML number and the poor clinical applicability of lesion volume estimation in the daily clinical context, the evaluation of number of CLs could represent a reliable prognostic marker of CI.
Subject
Neurology (clinical),Neurology
Cited by
14 articles.
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