INSERM Unit 850, Limoges University and CHU Limoges, Limoges, France.
Clin Pharmacokinet. 2010 Oct;49(10):683-92. doi: 10.2165/11535950-000000000-00000.
Advagraf is a new extended-release once-daily formulation of tacrolimus, a potent immunosuppressant widely used in renal transplantation. The aims of his study were (i) to develop a population pharmacokinetic model for once-daily tacrolimus in adult renal transplant patients; and (ii) to develop a Bayesian estimator able to reliably estimate individual pharmacokinetic parameters and exposure indices.
Full pharmacokinetic profiles obtained from 41 adult renal transplant patients who had been switched from ciclosporin to a single daily dose of the new once-daily tacrolimus formulation for more than 6 months were analysed. Tacrolimus concentrations were measured using validated turbulent flow chromatography-tandem mass spectrometry methods. Population parameters were computed using nonlinear mixed-effect modelling software (NONMEM Version VI). The patients were randomly divided into (i) a model-building test group (n = 29); and (ii) a validation group (n = 12). Population pharmacokinetic analysis was performed to estimate the effects on tacrolimus pharmacokinetics of demographic characteristics (sex, bodyweight, age), drug interaction with prednisolone, laboratory test results (the haematocrit, haemaglobin level and serum creatinine level) and cytochrome P450 (CYP) 3A5 (CYP3A5) genetic polymorphism. The population pharmacokinetic model was further refined by taking into account all of the data from the 41 patients, and the final model was validated using a bootstrap and a visual predictive check. For Bayesian estimation, the best limited-sampling strategy was determined on the basis of the D-optimality criterion and validation performed in the validation group.
The trapezoidal area under the whole-blood concentration time curve from 0 to 24 hours (AUC(24)) of tacrolimus varied by up to 50% for the same trough concentration value. The pharmacokinetics of once-daily tacrolimus were well described by a two-compartment model combined with an Erlang distribution to describe the absorption phase. The CYP3A5 genotype was the only covariate retained in the final model. The apparent clearance of tacrolimus was 2-fold higher in expressers (with the CYP3A5*1/1 and CYP3A51/3 genotypes) than in non-expressers (with the CYP3A53/*3 genotype). This factor explained around 25% of the interindividual variability in the apparent clearance. A posteriori Bayesian estimation allowed accurate prediction of the AUC(24) of once-daily tacrolimus, using just three sampling times (0, 1 and 3 hours post-dose) with a nonsignificant mean bias of 0.7% (range 16-20%) and good precision (root mean square error 9%).
Population pharmacokinetic analysis of once-daily tacrolimus in renal transplant recipients resulted in identification of the CYP3A5*1/*3 genotype as a significant covariate on the apparent clearance of tacrolimus, and the design of an accurate maximum a posteriori Bayesian estimator based on three blood concentration measurements and this covariate. Such a tool could be helpful for comparing different exposure indices or different target levels. It could contribute to improvement of the efficacy and tolerability of once-daily tacrolimus in some patients.
Advagraf 是一种新型的他克莫司缓释制剂,每日一次,为一种广泛应用于肾移植的强效免疫抑制剂。本研究旨在:(i) 建立成人肾移植患者中他克莫司每日一次给药的群体药代动力学模型;(ii) 建立一种贝叶斯估计器,能够可靠地估计个体药代动力学参数和暴露指数。
对 41 例已从环孢素转换为新的每日一次单剂量他克莫司制剂超过 6 个月的成年肾移植患者的全血药代动力学谱进行分析。采用经验证的紊流色谱-串联质谱法测定他克莫司浓度。使用非线性混合效应模型软件(NONMEM 版本 VI)计算群体参数。患者随机分为 (i) 模型建立测试组(n=29);和 (ii) 验证组(n=12)。对人口药代动力学分析进行了评估,以评估人口统计学特征(性别、体重、年龄)、与泼尼松龙的药物相互作用、实验室检测结果(红细胞压积、血红蛋白水平和血清肌酐水平)和细胞色素 P450(CYP)3A5(CYP3A5)遗传多态性对他克莫司药代动力学的影响。通过考虑 41 例患者的所有数据,对群体药代动力学模型进行了进一步的细化,并用 bootstrap 和可视化预测检查对最终模型进行了验证。对于贝叶斯估计,根据 D-最优性准则和验证组中的验证确定了最佳有限采样策略。
对于相同的谷浓度值,他克莫司的 24 小时全血浓度时间曲线下面积(AUC(24))差异最大可达 50%。每日一次他克莫司的药代动力学很好地用一个两室模型来描述,同时用 Erlang 分布来描述吸收阶段。CYP3A5 基因型是最终模型中保留的唯一协变量。在表达者(CYP3A5*1/1 和 CYP3A51/3 基因型)中,他克莫司的表观清除率是 2 倍,而非表达者(CYP3A53/*3 基因型)。这一因素解释了他克莫司表观清除率个体间变异性的约 25%。基于三个采样时间(给药后 0、1 和 3 小时)的后验贝叶斯估计可以准确预测每日一次他克莫司的 AUC(24),平均偏差无统计学意义(0.7%,范围为 16-20%),且精度良好(均方根误差 9%)。
对肾移植受者中每日一次他克莫司的群体药代动力学分析表明,CYP3A5*1/*3 基因型是他克莫司表观清除率的重要协变量,并基于三个血药浓度测量值和该协变量设计了准确的最大后验贝叶斯估计器。这种工具可能有助于比较不同的暴露指数或不同的目标水平。它有助于改善一些患者中每日一次他克莫司的疗效和耐受性。