Department of Immunology, Erasmus MC, University Medical Center Rotterdam, PO Box 2040, 3000 CA, Rotterdam, The Netherlands.
Department of Neurology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Clin Pharmacokinet. 2022 Sep;61(9):1285-1296. doi: 10.1007/s40262-022-01136-z. Epub 2022 Jul 4.
Intravenous immunoglobulin (IVIg) at a standard dosage is the treatment of choice for Guillain-Barré syndrome. The pharmacokinetics, however, is highly variable between patients, and a rapid clearance of IVIg is associated with poor recovery. We aimed to develop a model to predict the pharmacokinetics of a standard 5-day IVIg course (0.4 g/kg/day) in patients with Guillain-Barré syndrome.
Non-linear mixed-effects modelling software (NONMEM) was used to construct a pharmacokinetic model based on a model-building cohort of 177 patients with Guillain-Barré syndrome, with a total of 589 sequential serum samples tested for total immunoglobulin G (IgG) levels, and evaluated on an independent validation cohort that consisted of 177 patients with Guillain-Barré syndrome with 689 sequential serum samples.
The final two-compartment model accurately described the daily increment in serum IgG levels during a standard IVIg course; the initial rapid fall and then a gradual decline to steady-state levels thereafter. The covariates that increased IgG clearance were a more severe disease (as indicated by the Guillain-Barré syndrome disability score) and concomitant methylprednisolone treatment. When the current dosing regimen was simulated, the percentage of patients who reached a target ∆IgG > 7.3 g/L at 2 weeks decreased from 74% in mildly affected patients to only 33% in the most severely affected and mechanically ventilated patients (Guillain-Barré syndrome disability score of 5).
This is the first population-pharmacokinetic model for standard IVIg treatment in Guillain-Barré syndrome. The model provides a new tool to predict the pharmacokinetics of alternative regimens of IVIg in Guillain-Barré syndrome to design future trials and personalise treatment.
静脉注射免疫球蛋白(IVIg)标准剂量是治疗格林-巴利综合征的首选方法。然而,患者之间的药代动力学差异很大,IVIg 清除率快与恢复不良相关。我们旨在开发一种预测格林-巴利综合征患者标准 5 天 IVIg 疗程(0.4g/kg/天)药代动力学的模型。
使用非线性混合效应模型软件(NONMEM),根据包括 177 例格林-巴利综合征患者的模型构建队列构建药代动力学模型,总共有 589 个连续血清样本用于检测总免疫球蛋白 G(IgG)水平,并在包括 177 例格林-巴利综合征患者的独立验证队列中进行评估,该队列共有 689 个连续血清样本。
最终的两室模型准确描述了标准 IVIg 疗程中血清 IgG 水平的每日递增;初始快速下降,然后逐渐下降至稳态水平。增加 IgG 清除率的协变量是疾病更严重(如格林-巴利综合征残疾评分所示)和同时接受甲基强的松龙治疗。当模拟当前给药方案时,在 2 周时达到目标 ∆IgG >7.3g/L 的患者比例从轻度影响的患者的 74%下降到受影响最严重且需要机械通气的患者(格林-巴利综合征残疾评分 5 分)的仅 33%。
这是首个针对格林-巴利综合征标准 IVIg 治疗的群体药代动力学模型。该模型提供了一种预测替代 IVIg 方案在格林-巴利综合征中药代动力学的新工具,以设计未来的试验并实现个体化治疗。