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首页> 外文期刊>Therapeutic Drug Monitoring >Pharmacokinetic modeling and development of bayesian estimators in kidney transplant patients receiving the tacrolimus once-daily formulation.
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Pharmacokinetic modeling and development of bayesian estimators in kidney transplant patients receiving the tacrolimus once-daily formulation.

机译:在接受他克莫司每日一次制剂的肾移植患者中,贝叶斯估计器的药代动力学建模和开发。

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BACKGROUND: The once-daily formulation of tacrolimus has been reported to exhibit the same efficacy and safety profile as compared with the immediate-release form administered twice daily. However, as a result of differences in their pharmacokinetic (PK) profile, the PK models or Bayesian estimators (MAP-BE) previously developed for the immediate-release formulation cannot be used for the new once-daily formulation. Using the PK information obtained from a Phase II trial, the aim of this study was to explore the feasibility of developing a PK model and a MAP-BE able to estimate, on the basis of a routinely applicable limited sampling strategy, tacrolimus individual PK parameters and AUC0-24h in de novo renal transplant patients given the once-daily formulation. METHODS: Twelve de novo kidney transplant recipients receiving once-daily tacrolimus as part of their immunosuppressive regimen provided full PK profiles (17 concentration time points over 24 hours) on Days 14 and 42 posttransplantation. On the basis of a one-compartment open model with absorption described as following a double gamma distribution, a classic iterative two-stage method was applied to develop MAP-BEs. All the limited sampling strategies with a maximum of three sampling times within 4 hours postdose were tested for Bayesian forecasting with the aim of accurately estimating the AUC0-24h. RESULTS: Once-daily tacrolimus exhibited a high interpatient PK variability with coefficients of variation of 34.3% and 36.2% for AUC0-24h/dose (mg/kg) on Days 14 and 42, respectively. Regression analysis between C0 and AUC0-24h yielded r = 0.68 and 0.76 at these two periods, respectively. The iterative two-stage approach led to the development of a different MAP-BE for each posttransplantation period, which allowed estimation of once-daily tacrolimus pharmacokinetics and AUC0-24h on the basis of a C0-C1h-C3h sampling schedule. The mean bias of the Bayesian versus reference (trapezoidal) AUCs was 4.2% +/- 6.1% (range, -11.8% to +11.2%; root mean square error = 7.1%) on Day 14 and 0.2% +/- 7.9% (range, -12.9% to +14.1%; root mean square error = 7.8%) on Day 42. CONCLUSION: A PK model and Bayesian estimators allowing estimation of tacrolimus AUC0-24h based on a routinely applicable limited sampling strategy were developed for once-daily tacrolimus in renal transplantation. Further validation in independent groups of patients is required to confirm their applicability for optimizing the monitoring of once-daily tacrolimus in routine clinical practice or to conduct observational or comparative therapeutic drug monitoring clinical trials.
机译:背景:据报道,他克莫司的每日一次制剂与每日两次给药的速释形式相比具有相同的功效和安全性。但是,由于它们的药代动力学(PK)特性不同,以前为速释制剂开发的PK模型或贝叶斯估计量(MAP-BE)不能用于新的每日一次制剂。使用从II期试验获得的PK信息,本研究的目的是探索开发PK模型和MAP-BE的可行性,该模型可以在常规适用的有限采样策略的基础上估算他克莫司的个人PK参数每天一次的肾脏移植患者从头开始服用AUC0-24h。方法:十二次从头移植肾的接受者,每天一次他克莫司作为免疫抑制方案的一部分,在移植后第14天和第42天提供完整的PK谱(24小时内17个集中时间点)。在一个吸收遵循双伽马分布的单室开放模型的基础上,采用经典的迭代两阶段方法开发MAP-BE。在服药后4个小时内最多进行三个采样时间的所有有限采样策略均经过了贝叶斯预测测试,目的是准确估计AUC0-24h。结果:每天一次他克莫司表现出较高的患者间PK变异性,第14天和第42天AUC0-24h /剂量(mg / kg)的变异系数分别为34.3%和36.2%。在这两个时期,C0和AUC0-24h之间的回归分析分别得出r = 0.68和0.76。迭代的两阶段方法导致在每个移植后时期开发不同的MAP-BE,从而可以在C0-C1h-C3h采样计划的基础上估算每天一次他克莫司的药代动力学和AUC0-24h。第14天的贝叶斯与参考(梯形)AUC的平均偏差为4.2%+/- 6.1%(范围为-11.8%至+ 11.2%;均方根误差= 7.1%)和0.2%+/- 7.9% (范围-12.9%到+ 14.1%;均方根误差= 7.8%)。结论:一次开发了PK模型和贝叶斯估计器,该估计器基于常规适用的有限采样策略允许估计他克莫司AUC0-24h克他莫司每天用于肾移植。需要在独立的患者组中进行进一步验证,以确认其在常规临床实践中用于优化每天一次他克莫司监测的适用性,或进行观察性或比较性治疗药物监测临床试验。

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