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Predictors of early disability accumulation in newly diagnosed multiple sclerosis: clinical, imaging and cerebrospinal fluid measures

医学 多发性硬化 扩大残疾状况量表 逻辑回归 脑脊液 接收机工作特性 脊髓 病变 内科学 曲线下面积 外科 精神科
作者
Markus Lauerer,Tun Wiltgen,Claudia Brückner,Christina Engl,Katrin Giglhuber,Sebastian Lambrecht,Viola Pongratz,Achim Berthele,Christiane Gasperi,Jan S. Kirschke,Claus Zimmer,Bernhard Hemmer,Mark Mühlau
出处
期刊:Journal of Neurology, Neurosurgery, and Psychiatry [BMJ]
卷期号:: jnnp-335037 被引量:2
标识
DOI:10.1136/jnnp-2024-335037
摘要

Background A growing arsenal of treatment options for relapsing multiple sclerosis (RMS) emphasises the need for early prognostic biomarkers. While evidence for individual markers exists, comprehensive analyses at the time of diagnosis are sparse. Methods Brain and spinal cord lesion numbers, cerebrospinal fluid parameters, initial symptoms, and Expanded Disability Status Scale (EDSS) score were determined at the time of diagnosis. Confirmed disability accumulation (CDA), defined as a sustained EDSS increase over 6 months, was determined during a 5-year follow-up. All-subsets multivariable logistic regression was performed to identify predictors of CDA. Model performance was assessed via receiver operating characteristic analysis, and individual risks were calculated. Analyses were repeated with progression independent of relapse activity (PIRA) as an outcome. Results 113/417 (27.1%) people with RMS experienced CDA on follow-up. Intrathecal IgG synthesis, a higher number of spinal cord lesions, age and polysymptomatic manifestation were identified as independent predictors of CDA. The resulting prediction model yielded an area under the curve (AUC) of 0.75 with a 95% CI of 0.70 to 0.80. Individuals exceeding the optimal thresholds for the three most significant predictors had a 61.8% likelihood of experiencing CDA, whereas those below all three thresholds had a CDA rate of 4.5%. The only significant baseline predictor differentiating PIRA from relapse-associated worsening was a higher number of spinal cord lesions (AUC=0.64, 95% CI 0.54 to 0.74). Conclusions Intrathecal IgG synthesis, spinal cord lesion number, age and polysymptomatic manifestation are independent predictors of early CDA in newly diagnosed RMS.
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