van Koningsveld Rinske, Steyerberg Ewout W, Hughes Richard A C, Swan Anthony V, van Doorn Pieter A, Jacobs Bart C
Department of Neurology, Erasmus MC, Rotterdam, Netherlands.
Lancet Neurol. 2007 Jul;6(7):589-94. doi: 10.1016/S1474-4422(07)70130-8.
Guillain-Barré syndrome (GBS) is an acute post-infectious immune-mediated peripheral neuropathy with a highly variable clinical course and outcome. We aimed to develop and validate a scoring system based on clinical characteristics in the acute phase of GBS to predict outcome at 6 months.
We studied patients with GBS who were unable to walk independently. A derivation set included 388 patients from two randomised controlled trials and one pilot study. Potential predictors were assessed for their association with the inability to walk independently at 6 months. A simple clinical scoring system was developed on the basis of regression coefficients of predictors in a multivariable logistic regression model. Model performance was quantified with respect to discrimination (area under receiver operating characteristics curve, AUC) and calibration (graphically). We validated our scoring system in a set of 374 patients from another randomised trial.
We included three variables that were predictive of poor outcome at 6 months in our model: age, preceding diarrhoea, and GBS disability score at 2 weeks after entry. Scores ranged from 1 to 7, with three categories for age, two for diarrhoea, and five for GBS disability score at 2 weeks. Predictions corresponding to these prognostic scores ranged from 1% to 83% for the inability to walk independently at 6 months. Predictions agreed well with observed outcome frequencies (adequate calibration) and showed a very good discriminative ability (AUC 0.85) in both data sets.
A simple scoring system for patients with GBS, based on three clinical characteristics, accurately predicts outcome at 6 months. The system could be used to counsel individual patients and identify high-risk groups to guide future trials.
吉兰 - 巴雷综合征(GBS)是一种急性感染后免疫介导的周围神经病,临床病程和结局差异很大。我们旨在开发并验证一种基于GBS急性期临床特征的评分系统,以预测6个月时的结局。
我们研究了无法独立行走的GBS患者。一个推导数据集包括来自两项随机对照试验和一项试点研究的388例患者。评估潜在预测因素与6个月时无法独立行走的相关性。基于多变量逻辑回归模型中预测因素的回归系数,开发了一个简单的临床评分系统。通过鉴别力(受试者操作特征曲线下面积,AUC)和校准(以图形方式)对模型性能进行量化。我们在另一项随机试验的374例患者中验证了我们的评分系统。
我们在模型中纳入了三个预测6个月时不良结局的变量:年龄、前驱腹泻以及入院后2周时的GBS残疾评分。评分范围为1至7分,年龄分为三类,腹泻分为两类,入院后2周时的GBS残疾评分分为五类。这些预后评分对应的6个月时无法独立行走的预测概率范围为1%至83%。预测结果与观察到的结局频率吻合良好(校准良好),并且在两个数据集中均显示出非常好的鉴别能力(AUC为0.85)。
基于三个临床特征的GBS患者简单评分系统能够准确预测6个月时的结局。该系统可用于为个体患者提供咨询,并识别高危人群以指导未来的试验。