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群体药代动力学模型研究肾移植受者全血和细胞内他克莫司浓度。

A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients.

机构信息

Department of Hospital Pharmacy, Erasmus MC, University Medical Center, Rotterdam, The Netherlands.

Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.

出版信息

Eur J Drug Metab Pharmacokinet. 2022 Jul;47(4):523-535. doi: 10.1007/s13318-022-00767-8. Epub 2022 Apr 20.

Abstract

BACKGROUND AND OBJECTIVE

The tacrolimus concentration within peripheral blood mononuclear cells may correlate better with clinical outcomes after transplantation compared to concentrations measured in whole blood. However, intracellular tacrolimus measurements are not easily implemented in clinical practice. The prediction of intracellular concentrations based on whole-blood concentrations would be a solution for this. Therefore, the aim of this study was to describe the relationship between intracellular and whole-blood tacrolimus concentrations in a population pharmacokinetic (popPK) model.

METHODS

Pharmacokinetic analysis was performed using non-linear mixed effects modelling software (NONMEM). The final model was evaluated using goodness-of-fit plots, visual predictive checks, and a bootstrap analysis.

RESULTS

A total of 590 tacrolimus concentrations from 184 kidney transplant recipients were included in the study. All tacrolimus concentrations were measured in the first three months after transplantation. The intracellular tacrolimus concentrations (n  = 184) were best described with an effect compartment. The distribution into the effect compartment was described by the steady-state whole-blood to intracellular ratio (R) and the intracellular distribution rate constant between the whole-blood and intracellular compartments. Lean body weight was negatively correlated [delta objective function value (ΔOFV) -8.395] and haematocrit was positively correlated (ΔOFV = - 6.752) with R, and both lean body weight and haematocrit were included in the final model.

CONCLUSION

We were able to accurately describe intracellular tacrolimus concentrations using whole-blood concentrations, lean body weight, and haematocrit values in a popPK model. This model may be used in the future to more accurately predict clinical outcomes after transplantation and to identify patients at risk for under- and overexposure. Dutch National Trial Registry number NTR2226.

摘要

背景与目的

与全血中测量的浓度相比,外周血单个核细胞中的他克莫司浓度与移植后临床结果的相关性可能更好。然而,细胞内他克莫司的测量在临床实践中不易实施。基于全血浓度预测细胞内浓度将是一种解决方案。因此,本研究的目的是描述群体药代动力学(popPK)模型中细胞内和全血他克莫司浓度之间的关系。

方法

使用非线性混合效应建模软件(NONMEM)进行药代动力学分析。使用拟合优度图、可视化预测检查和自举分析来评估最终模型。

结果

本研究共纳入 184 例肾移植受者的 590 个他克莫司浓度。所有他克莫司浓度均在移植后三个月内测量。细胞内他克莫司浓度(n = 184)最好通过效应室来描述。通过稳态全血与细胞内比值(R)和全血与细胞内室之间的细胞内分布速率常数来描述向效应室的分布。瘦体重呈负相关[目标函数值变化(ΔOFV)-8.395],红细胞压积呈正相关(ΔOFV = -6.752)与 R,瘦体重和红细胞压积均包含在最终模型中。

结论

我们能够使用全血浓度、瘦体重和红细胞压积值在 popPK 模型中准确描述细胞内他克莫司浓度。该模型未来可用于更准确地预测移植后的临床结果,并识别有潜在药物暴露不足或过量风险的患者。荷兰国家试验注册处编号 NTR2226。

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