Li Houde, Jiang Yu, Zhang Yuhua, Xu Deen, Zhang Yanlin
Department of Neurology and Clinical Research Center of Neurological Disease, The Second Afliated Hospital of Soochow University, Suzhou 215004, Jiangsu, PR China; Department of Neurology, The Nuclear Industry 417 Hospital, Xi'an 710600, Shanxi Province, PR China.
Department of Neurology and Clinical Research Center of Neurological Disease, The Second Afliated Hospital of Soochow University, Suzhou 215004, Jiangsu, PR China.
Mult Scler Relat Disord. 2025 Jan;93:106209. doi: 10.1016/j.msard.2024.106209. Epub 2024 Dec 1.
Neuromyelitis optica spectrum disorders (NMOSD) is a highly relapsing and disabling disease that causes severe neurological dysfunction in young patients and often has a poor prognosis. Our study aimed to investigate risk factors affecting NMOSD relapse and to establish a relapse prediction model within 1 year after the first onset, providing a reference for individualized diagnosis and treatment of NMOSD patients.
We retrospectively analyzed clinical data of 102 NMOSD patients admitted to the Second Affiliated Hospital of Soochow University and the Second People's Hospital of Wuxi from January 2020 to August 2023 at their initial presentation. Patients were divided into relapse and non-relapse groups based on the occurrence of relapse within 1 year post-diagnosis. Clinical data were compared between groups, and the relationship between each factor and disease relapse was assessed using single-factor analysis. Binary logistic regression analysis was applied to identify independent risk factors for relapse within 1 year after the first onset of NMOSD, and a Nomogram relapse prediction model was developed and validated.
Significant differences were observed in NLR, B lymphocyte level, NK cell count, immunosuppressant use, EDSS score, and spinal lesion segment length between the relapsed and non-relapsed groups (P < 0.05). Binary logistic regression analysis revealed that NLR, B lymphocyte level, NK cell count, non-use of immunosuppressants, and EDSS score were independent risk factors for relapse within 1 year after the first onset of NMOSD. NLR, B lymphocyte level, and EDSS score were positively correlated with the risk of disease relapse, while NK cell count was negatively correlated. A Nomogram prediction model was constructed based on these independent risk factors. The model's C index was 0.788 (95 % CI: 0.698-0.878, P = 0.000), indicating good discrimination. The Bootstrap-corrected C index was 0.787, suggesting robust calibration. Decision curve analysis confirmed the model's clinical utility.
Peripheral blood NLR, B lymphocyte level, NK cell count, non-use of immunosuppressants, and EDSS score are risk factors for NMOSD relapse within 1 year after the first onset and can serve as predictive indicators. Early identification of the high-risk relapse group is crucial for the individualized management of NMOSD patients.
视神经脊髓炎谱系障碍(NMOSD)是一种高复发且致残的疾病,可导致年轻患者出现严重的神经功能障碍,且预后往往较差。我们的研究旨在调查影响NMOSD复发的危险因素,并建立首次发病后1年内的复发预测模型,为NMOSD患者的个体化诊断和治疗提供参考。
我们回顾性分析了2020年1月至2023年8月在苏州大学附属第二医院和无锡市第二人民医院收治的102例NMOSD患者初诊时的临床资料。根据诊断后1年内是否复发将患者分为复发组和非复发组。比较两组间的临床资料,并采用单因素分析评估各因素与疾病复发的关系。应用二元逻辑回归分析确定NMOSD首次发病后1年内复发的独立危险因素,并建立和验证列线图复发预测模型。
复发组和非复发组在中性粒细胞与淋巴细胞比值(NLR)、B淋巴细胞水平、自然杀伤(NK)细胞计数、免疫抑制剂使用情况、扩展残疾状态量表(EDSS)评分及脊髓病变节段长度方面存在显著差异(P < 0.05)。二元逻辑回归分析显示,NLR、B淋巴细胞水平、NK细胞计数、未使用免疫抑制剂及EDSS评分是NMOSD首次发病后1年内复发的独立危险因素。NLR、B淋巴细胞水平及EDSS评分与疾病复发风险呈正相关,而NK细胞计数与疾病复发风险呈负相关。基于这些独立危险因素构建了列线图预测模型。该模型的C指数为0.788(95%置信区间:0.698 - 0.878,P = 0.000),表明具有良好的区分度。经Bootstrap校正后的C指数为0.787,提示校准稳健。决策曲线分析证实了该模型的临床实用性。
外周血NLR、B淋巴细胞水平、NK细胞计数、未使用免疫抑制剂及EDSS评分是NMOSD首次发病后1年内复发的危险因素,可作为预测指标。早期识别高复发风险组对NMOSD患者的个体化管理至关重要。