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肾移植术后早期患者霉酚酸酯的群体药代动力学及有限采样策略

Population Pharmacokinetics and Limited Sampling Strategy of Mycophenolate Mofetil for Patients in Early Period After Kidney Transplantation.

作者信息

Deng Kunhong, Liu Jinlong, Liu Yaxin, Huang Jie, Xi Qiong, Yang Guoping

机构信息

Center of Clinical Pharmacology, the Third Xiangya Hospital, Central South University, Changsha, China.

Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, China.

出版信息

Clin Transplant. 2025 Aug;39(8):e70275. doi: 10.1111/ctr.70275.

Abstract

BACKGROUND

Mycophenolate mofetil (MMF) is widely used as an immunosuppressant in kidney transplantation. The pharmacokinetics (PK) of its active metabolite, mycophenolic acid (MPA), exhibit significant inter- and intra-individual variability. The early post-operative period is crucial for renal function recovery, and MPA exposure is linked to acute rejection. Due to the difficulty of implementing intensive sampling, limited sampling strategies (LSSs) are clinically important for MMF therapeutic drug monitoring for early-stage kidney transplant patients.

METHODS

Demographic data, MPA plasma drug concentrations, and laboratory results for 137 patients in early period after kidney transplantation (within 30 days after surgery) were retrospectively analyzed. A population pharmacokinetic (PPK) model for MMF was developed using nonlinear mixed-effects modeling to assess the impact of covariates on the PK characteristics of MPA. Individualized initial dosing regimens were proposed based on Monte Carlo simulations. Using virtual population data, LSSs were developed through multiple linear regression (MLR), Bayesian estimation, and machine learning (ML).

RESULTS

A two-compartment model with first-order absorption with a lag time and first-order elimination best described the PK data of MPA. Sex and weight were identified as significant covariates for CL/F and Vc/F, respectively. The recommended initial dose for male patients was 0.75 or 1 g twice daily, while for female patients, it was 0.5 or 0.75 g twice daily. The Bayesian estimation demonstrated the lowest prediction error among the LSSs approaches.

CONCLUSION

A PPK model and LSSs for MMF in Chinese kidney transplant patients in the early post-operative period were successfully developed, providing a valuable reference for MMF therapeutic drug monitoring.

摘要

背景

霉酚酸酯(MMF)在肾移植中广泛用作免疫抑制剂。其活性代谢产物霉酚酸(MPA)的药代动力学(PK)存在显著的个体间和个体内差异。术后早期对肾功能恢复至关重要,且MPA暴露与急性排斥反应相关。由于实施密集采样存在困难,有限采样策略(LSS)对早期肾移植患者的MMF治疗药物监测具有重要临床意义。

方法

回顾性分析137例肾移植术后早期(术后30天内)患者的人口统计学数据、MPA血浆药物浓度和实验室检查结果。采用非线性混合效应建模方法建立MMF的群体药代动力学(PPK)模型,以评估协变量对MPA药代动力学特征的影响。基于蒙特卡洛模拟提出个体化初始给药方案。利用虚拟群体数据,通过多元线性回归(MLR)、贝叶斯估计和机器学习(ML)开发LSS。

结果

具有滞后时间的一级吸收和一级消除的二室模型最能描述MPA的药代动力学数据。性别和体重分别被确定为CL/F和Vc/F的显著协变量。男性患者的推荐初始剂量为每日两次0.75或1 g,而女性患者为每日两次0.5或0.75 g。贝叶斯估计在LSS方法中显示出最低的预测误差。

结论

成功建立了中国肾移植术后早期患者MMF的PPK模型和LSS,为MMF治疗药物监测提供了有价值的参考。

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