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原发性中枢神经系统淋巴瘤患者大剂量甲氨蝶呤的群体药代动力学

Population pharmacokinetics of high-dose methotrexate in patients with primary central nervous system lymphoma.

作者信息

Wei Shifeng, Zhang Sitian, Wang Dan, Zhang Dongjie, Lu Qian, Mo Jiayi, Yang Zhilin, Guan Leyi, He Yingjun, Zhao Zhigang, Mei Shenghui

机构信息

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

Department of Clinical Pharmacology, College of Pharmaceutical Sciences, Capital Medical University, Beijing, China.

出版信息

Front Pharmacol. 2025 May 19;16:1578033. doi: 10.3389/fphar.2025.1578033. eCollection 2025.

Abstract

OBJECTIVE

Methotrexate (MTX) serves as a cornerstone therapy for primary central nervous system lymphoma (PCNSL). However, the considerable intra- and inter-individual variability in its pharmacokinetic and therapeutic efficacy poses significant challenges to clinical application. This study aims to employ population pharmacokinetic (PPK) models to investigate the pharmacokinetics of MTX in Chinese patients with PCNSL, thereby facilitating personalized therapeutic strategies for these patients.

METHOD

A retrospective dataset comprising 6074 MTX plasma concentrations from 752 adult patients with PCNSL receiving high-dose methotrexate (HD-MTX) therapy was employed to construct the PPK model, utilizing the nonlinear mixed-effects modeling approach. The pharmacokinetics of MTX were characterized using a three-compartment model in conjunction with a proportional residual model. Covariate effects on model parameters were evaluated using forward addition and backward elimination approaches. Model performance was assessed through goodness-of-fit, bootstrap analysis, and visual predictive checks.

RESULT

In the final PPK models, the estimated glomerular filtration rate (eGFR), blood urea nitrogen (BUN), alanine aminotransferase (ALT), and a combined genotype of were identified as significant covariates impacting the clearance (CL) of MTX. Additionally, total protein (TP) was found to be a significant covariate influencing inter-compartmental clearance (Q). The relationship between pharmacokinetic parameters and covariates was quantified as follows: CL (L/h) = 8.45×(eGFR⁄101.8)×(BUN⁄4.6)×(ALT⁄25)×a (a = 0.91 for gene-model if mutation, otherwise a = 1); Q (L/h) = 0.04×(TP⁄58) (b = -1.68 for nongene-model and b = -1.72 for gene-model). Bootstrap analysis and visual predictive checks demonstrated the stability and adequate predictive capacity of the final PPK models.

CONCLUSION

In managing HD-MTX therapy for PCNSL patients, it is essential to consider pharmacokinetic factors such as eGFR, BUN, ALT, TP, and genetic polymorphisms. The PPK models developed will aid in optimizing and personalizing HD-MTX treatment for PCNSL patients.

摘要

目的

甲氨蝶呤(MTX)是原发性中枢神经系统淋巴瘤(PCNSL)的基石疗法。然而,其药代动力学和治疗效果在个体内和个体间存在显著差异,给临床应用带来了重大挑战。本研究旨在采用群体药代动力学(PPK)模型研究MTX在中国PCNSL患者中的药代动力学,从而为这些患者制定个性化治疗策略。

方法

采用回顾性数据集,该数据集包含752例接受高剂量甲氨蝶呤(HD-MTX)治疗的成年PCNSL患者的6074个MTX血浆浓度,利用非线性混合效应建模方法构建PPK模型。MTX的药代动力学采用三室模型结合比例残差模型进行表征。使用向前加入法和向后剔除法评估协变量对模型参数的影响。通过拟合优度、自抽样分析和可视化预测检查来评估模型性能。

结果

在最终的PPK模型中,估计肾小球滤过率(eGFR)、血尿素氮(BUN)、丙氨酸转氨酶(ALT)以及一种联合基因型被确定为影响MTX清除率(CL)的显著协变量。此外,总蛋白(TP)被发现是影响室间清除率(Q)的显著协变量。药代动力学参数与协变量之间的关系量化如下:CL(L/h)=8.45×(eGFR/101.8)×(BUN/4.6)×(ALT/25)×a(如果存在 突变,基因模型的a = 0.91,否则a = 1);Q(L/h)=0.04×(TP/58)(非基因模型的b = -1.68,基因模型的b = -1.72)。自抽样分析和可视化预测检查证明了最终PPK模型的稳定性和足够的预测能力。

结论

在管理PCNSL患者的HD-MTX治疗时,必须考虑eGFR、BUN、ALT、TP和基因多态性等药代动力学因素。所开发的PPK模型将有助于优化和个性化PCNSL患者的HD-MTX治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2cb/12127635/750050181f89/fphar-16-1578033-g001.jpg

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