Department of Pediatrics, Charles-Bruneau Cancer Center, CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.
CANSEARCH Research Laboratory, Department of Pediatrics, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
Br J Clin Pharmacol. 2018 Jul;84(7):1494-1504. doi: 10.1111/bcp.13566. Epub 2018 Apr 27.
The aim of this study is to develop a population pharmacokinetic (PopPK) model for intravenous busulfan in children that incorporates variants of GSTA1, gene coding for the main enzyme in busulfan metabolism.
Busulfan concentration-time data was collected from 112 children and adolescents (median 5.4 years old, range: 0.1-20) who received intravenous busulfan during the conditioning regimen prior to stem cell transplantation. Weight, sex, baseline disease (malignant vs. non-malignant), age, conditioning regimen and GSTA1 diplotypes were evaluated as covariates of pharmacokinetic parameters by using nonlinear mixed effects analysis. The ability to achieve the target AUC (3600-6000 μM min ) was assessed by estimating the first dose based on the present PopPK model and by comparing the results with other available models in children.
A one-compartment model with first-order elimination best described the data. Allometric scaling of weight and a factor of busulfan metabolism maturation were included in the base model. GSTA1 diplotypes were found to be a significant covariate of busulfan clearance, which was 7% faster in rapid metabolizers and 12% slower in poor metabolizers, in comparison with normal ones. Busulfan doses calculated using the parameters of the proposed PopPK model were estimated to achieve the target AUC in 85.2% of the cases (95% CI 78.7-91.7%).
This is the first PopPK for busulfan that successfully incorporated GSTA1 genotype in a paediatric population. Its use may contribute to better prediction of busulfan exposure in children and adolescents since the first dose, by tailoring the dose according to the individual metabolic capacity.
本研究旨在建立一个包含 GSTAl 变异体的群体药代动力学(PopPK)模型,该变异体编码了在白消安代谢中起主要作用的酶。
收集了 112 名儿童和青少年(中位数年龄为 5.4 岁,范围:0.1-20 岁)在接受干细胞移植前预处理方案中接受静脉注射白消安的浓度-时间数据。采用非线性混合效应分析,以体重、性别、基线疾病(恶性与非恶性)、年龄、预处理方案和 GSTAl 单体型作为药代动力学参数的协变量进行评估。通过基于目前的 PopPK 模型估算首剂量,并与儿童中其他可用模型的结果进行比较,评估达到目标 AUC(3600-6000μM min)的能力。
一个具有一级消除的单室模型最能描述数据。体重的比例缩放和白消安代谢成熟的因子被包含在基础模型中。GSTAl 单体型被发现是白消安清除率的一个重要协变量,与正常代谢者相比,快速代谢者的清除率快 7%,而慢代谢者的清除率慢 12%。使用所提出的 PopPK 模型的参数计算的白消安剂量估计在 85.2%的情况下达到目标 AUC(95%CI 78.7-91.7%)。
这是第一个成功将 GSTAl 基因型纳入儿科人群的白消安 PopPK。它的使用可以通过根据个体代谢能力调整剂量来更好地预测儿童和青少年的白消安暴露,从而有助于更好地预测白消安暴露。