Comprehensive Parent-Metabolite PBPK/PD Modeling Insights Into Methotrexate Personalized Dosing Strategies in Patients With Rheumatoid Arthritis.

IF 3.1 3区 医学 Q2 PHARMACOLOGY & PHARMACY
Xin Wang, Jiangfan Wu, Hongjiang Ye, Xiaofang Zhao, Shenyin Zhu
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引用次数: 0

Abstract

Rheumatoid arthritis (RA) is a major public health concern, which can cause serious outcomes. Low-dose methotrexate (MTX) is a cornerstone in RA treatment, but there is significant heterogeneity in clinical response. To evaluate underlying sources of pharmacokinetic variability and clinical response of MTX, a physiologically based pharmacokinetic and pharmacodynamic (PBPK/PD) model was developed using PK-sim and Mobi (version 11.1). The PBPK model included metabolism and transportation by AXO1, FPGS, GGH, RFC, and MRP2, with renal and biliary excretion. We also developed various degrees of renal insufficiency populations with subsequent dosing optimizations. A total of 23 MTX plasma concentration-time profiles were used, with 97% of predicted plasma concentrations within a two-fold range compared to observed data. The PBPK/PD modeling and simulation demonstrated that variability in renal clearance and enzymes related to MTX are likely important drivers of PK variability and there is a quantitative relationship between MTX-PG3 and RA treatment response. The PBPK/PD model could be used to guide improvement in MTX dose regimens for RA patients.

类风湿关节炎患者甲氨蝶呤个体化给药策略的综合母体代谢物PBPK/PD建模见解
类风湿性关节炎(RA)是一个主要的公共卫生问题,可导致严重的后果。低剂量甲氨蝶呤(MTX)是类风湿关节炎治疗的基石,但临床反应存在显著的异质性。为了评估MTX的药代动力学变异和临床反应的潜在来源,使用PK-sim和Mobi(11.1版)建立了基于生理学的药代动力学和药效学(PBPK/PD)模型。PBPK模型包括ax01、FPGS、GGH、RFC和MRP2的代谢和运输,并伴有肾脏和胆道排泄。我们还开发了不同程度的肾功能不全人群,随后进行了剂量优化。总共使用了23个MTX血浆浓度-时间曲线,与观察数据相比,97%的预测血浆浓度在两倍范围内。PBPK/PD建模和模拟表明,肾脏清除率和与MTX相关的酶的变异性可能是PK变异性的重要驱动因素,MTX- pg3与RA治疗反应之间存在定量关系。PBPK/PD模型可用于指导RA患者MTX剂量方案的改进。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.00
自引率
11.40%
发文量
146
审稿时长
8 weeks
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