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首页> 外文期刊>Clinical pharmacokinetics >Pharmacokinetic modelling and development of Bayesian estimators for therapeutic drug monitoring of mycophenolate mofetil in reduced-intensity haematopoietic stem cell transplantation.
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Pharmacokinetic modelling and development of Bayesian estimators for therapeutic drug monitoring of mycophenolate mofetil in reduced-intensity haematopoietic stem cell transplantation.

机译:用于降低强度的造血干细胞移植中霉酚酸酯的治疗药物监测的贝叶斯估计器的药代动力学建模和开发。

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BACKGROUND: Mycophenolate mofetil, a prodrug of mycophenolic acid (MPA), is used during non-myeloablative and reduced-intensity conditioning haematopoetic stem cell transplantation (HCT) to improve engraftment and reduce graft-versus-host disease (GVHD). However, information about MPA pharmacokinetics is sparse in this context and its use is still empirical. OBJECTIVES: To perform a pilot pharmacokinetic study and to develop maximum a posteriori Bayesian estimators (MAP-BEs) for the estimation of MPA exposure in HCT. PATIENTS AND METHODS: Fourteen patients administered oral mycophenolate mofetil 15 g/kg three times daily were included. Two consecutive 8-hour pharmacokinetic profiles were performed on the same day, 3 days before and 4 days after the HCT. One 8-hour pharmacokinetic profile was performed on day 27 after transplantation. For these 8-hour pharmacokinetic profiles, blood samples were collected predose and 20, 40, 60, 90 minutes and 2, 4, 6 and 8 hours post-dose. Using the iterative two-stage (ITS) method, two different one-compartment open pharmacokinetic models with first-order elimination were developed to describe the data: one with two gamma laws and one with three gamma laws to describe the absorption phase. For each pharmacokinetic profile, the Akaike information criterion (AIC) was calculated to evaluate model fitting. On the basis of the population pharmacokinetic parameters, MAP-BEs were developed for the estimation of MPA pharmacokinetics and area under the plasma concentration-time curve (AUC) from 0 to 8 hours at the different studied periods using a limited-sampling strategy. These MAP-BEs were then validated using a data-splitting method. RESULTS: The ITS approach allowed the development of MAP-BEs based either on 'double-gamma' or 'triple-gamma' models, the combination of which allowed correct estimation of MPA pharmacokinetics and AUC on the basis of a 20 minute-90 minute-240 minute sampling schedule. The mean bias of the Bayesian versus reference (trapezoidal) AUCs was <5% with <16% of the patients with absolute bias on AUC >20%. AIC was systematically calculated for the choice of the most appropriate model fitting the data. CONCLUSION: Pharmacokinetic models and MAP-BEs for mycophenolate mofetil when administered to HCT patients have been developed. In the studied population, they allowed the estimation of MPA exposure based on three blood samples, which could be helpful in conducting clinical trials for the optimization of MPA in reduced-intensity HCT. However, prior studies will be needed to validate them in larger populations.
机译:背景:霉酚酸酯(霉酚酸酯)是霉酚酸(MPA)的前药,用于非清髓和降低强度的造血干细胞移植(HCT),以改善植入并减少移植物抗宿主病(GVHD)。但是,在这种情况下,有关MPA药代动力学的信息很少,其使用仍是经验性的。目的:进行一项初步的药代动力学研究,并开发出最大的后验贝叶斯估计量(MAP-BEs)来估计HCT中的MPA暴露。患者和方法:包括14例患者,每天3次口服15克/千克的霉酚酸酯。在HCT的同一天,之前3天和之后4天连续进行了两个连续的8小时药代动力学分析。移植后第27天进行一次8小时药代动力学分析。对于这些8小时的药代动力学曲线,在给药前以及给药后20、40、60、90分钟和2、4、6和8小时采集血样。使用迭代两阶段(ITS)方法,开发了两个不同的具有一阶消除的单室开放药代动力学模型来描述数据:一个具有两个伽马定律,一个具有三个伽马定律来描述吸收阶段。对于每种药代动力学特征,计算Akaike信息标准(AIC)来评估模型拟合。根据人群药代动力学参数,使用有限采样策略开发了MAP-BEs,用于在不同研究时期的0至8小时血浆浓度-时间曲线(AUC)下估算MPA药代动力学和面积。然后使用数据拆分方法对这些MAP-BE进行验证。结果:ITS方法允许基于“双伽马”或“三伽马”模型开发MAP-BE,两者结合可以在20分钟至90分钟的基础上正确估算MPA药代动力学和AUC -240分钟采样时间表。贝叶斯与参考(梯形)AUC的平均偏差为<5%,其中<16%的患者的AUC绝对偏差为> 20%。系统地计算了AIC,以选择最适合数据的模型。结论:已经开发出了用于HCT患者的霉酚酸酯的药代动力学模型和MAP-BE。在所研究的人群中,他们允许根据三个血液样本估算MPA暴露,这可能有助于开展临床试验以优化低强度HCT中的MPA。但是,将需要进行先前的研究以在更大的人群中进行验证。

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