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肝移植受者中他克莫司的群体药代动力学研究:术前有或无肝癌患者的比较。

Population pharmacokinetics study of tacrolimus in liver transplant recipients: a comparison between patients with or without liver cancer before surgery.

作者信息

Bai Haihong, Yun Juping, Wang Zihe, Ma Yingmin, Liu Wei

机构信息

Department of Pharmacy, Beijing YouAn Hospital of Capital Medical University, Beijing, China.

Department of Respiratory and Critical Care Medicine, Beijing YouAn Hospital of Capital Medical University, Beijing, China.

出版信息

Front Pharmacol. 2024 Aug 23;15:1449535. doi: 10.3389/fphar.2024.1449535. eCollection 2024.

Abstract

BACKGROUND AND OBJECTIVE

The main challenge for immunosuppressive therapy using tacrolimus in liver transplantation is the considerable variability in its oral bioavailability and the narrow treatment range. Many population pharmacokinetic (PopPK) models have been established to precisely estimate the PK variability of tacrolimus in liver transplant recipients. However, it remains unclear whether there is a significant difference in the PK behavior of tacrolimus between patients with or without liver cancer before surgery. Therefore, we aimed to compare the differences of PK parameters and simulate exposures of tacrolimus between populations preoperatively diagnosed with liver cancer or not by PopPK modeling.

METHODS

In total, 802 blood concentrations of tacrolimus from 196 patients (118 liver cancer and 78 non-liver-cancer samples) were included in this study. Demographic data and clinical parameters were integrated to perform a PopPK analysis using the nonlinear mixed-effects modeling approach. Potential covariates were evaluated by using a stepwise method. Goodness-of-fit plot and bootstrap were performed to assess the model stability and predictive performance. Simulations were introduced to optimize dosing regimens of both the liver cancer and non-liver-cancer groups according to the guidance.

RESULTS

The PK of tacrolimus was best described by a one-compartment model with first-order absorption and linear elimination, with weight and direct bilirubin as the significant covariates. In the process of constructing the basic model, we tried to separately estimate the PK parameters in liver cancer and non-liver-cancer populations. The results showed that the PK parameters in the two populations were similar, and the individual variation in Ka in non-liver-cancer subjects was large. Hence, the final model did not distinguish between the two populations. Moreover, a minor increase of less than 10% was observed in the simulated exposure in the patients preoperatively diagnosed with liver cancer compared with that in non-liver-cancer groups.

CONCLUSION

The established PopPK model was capable of optimizing tacrolimus dosing in whole populations who underwent liver transplantation. Although a minimal difference was found in tacrolimus exposure between the liver cancer and non-liver-cancer groups, more research is warranted to explore the differences between the two populations in the future, given the potential limitations of this study.

摘要

背景与目的

在肝移植中使用他克莫司进行免疫抑制治疗的主要挑战在于其口服生物利用度存在显著差异且治疗窗较窄。已建立了许多群体药代动力学(PopPK)模型来精确估计肝移植受者中他克莫司的药代动力学变异性。然而,术前患有或未患有肝癌的患者之间,他克莫司的药代动力学行为是否存在显著差异仍不清楚。因此,我们旨在通过PopPK建模比较术前诊断为肝癌或未患肝癌人群之间他克莫司的药代动力学参数差异并模拟其暴露情况。

方法

本研究纳入了196例患者(118例肝癌样本和78例非肝癌样本)的802份他克莫司血药浓度。整合人口统计学数据和临床参数,采用非线性混合效应建模方法进行PopPK分析。使用逐步法评估潜在协变量。进行拟合优度图和自抽样法以评估模型稳定性和预测性能。根据指导引入模拟以优化肝癌组和非肝癌组的给药方案。

结果

他克莫司的药代动力学最佳用具有一级吸收和线性消除的单室模型描述,体重和直接胆红素为显著协变量。在构建基本模型的过程中,我们试图分别估计肝癌和非肝癌人群的药代动力学参数。结果表明,两组人群的药代动力学参数相似,非肝癌受试者的Ka个体差异较大。因此,最终模型未区分这两组人群。此外,术前诊断为肝癌的患者与非肝癌组相比,模拟暴露量有不到10%的轻微增加。

结论

所建立的PopPK模型能够优化接受肝移植的全体人群的他克莫司给药方案。尽管在肝癌组和非肝癌组之间他克莫司暴露量发现有极小差异,但鉴于本研究的潜在局限性,未来仍需要更多研究来探索这两组人群之间的差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d1c6/11385303/59eebc503bb7/fphar-15-1449535-g001.jpg

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