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开发 4-吡啶甲酸 PBPK 模型以支持基于生物标志物的 OAT1/3 抑制作用和慢性肾脏病影响的评估

Development of 4-Pyridoxic Acid PBPK Model to Support Biomarker-Informed Evaluation of OAT1/3 Inhibition and Effect of Chronic Kidney Disease.

机构信息

Centre for Applied Pharmacokinetic Research, School of Health Sciences, University of Manchester, Manchester, UK.

Janssen Pharmaceutical Companies of Johnson & Johnson, Janssen Research & Development, Beerse, Belgium.

出版信息

Clin Pharmacol Ther. 2023 Dec;114(6):1243-1253. doi: 10.1002/cpt.3029. Epub 2023 Sep 8.

Abstract

Monitoring endogenous biomarkers is increasingly used to evaluate transporter-mediated drug-drug interactions (DDIs) in early drug development and may be applied to elucidate changes in transporter activity in disease. 4-pyridoxic acid (PDA) has been identified as the most sensitive plasma endogenous biomarker of renal organic anion transporters (OAT1/3). Increase in PDA baseline concentrations was observed after administration of probenecid, a strong clinical inhibitor of OAT1/3 and also in patients with chronic kidney disease (CKD). The aim of this study was to develop and verify a physiologically-based pharmacokinetic (PBPK) model of PDA, to predict the magnitude of probenecid DDI and predict the CKD-related changes in PDA baseline. The PBPK model for PDA was first developed in healthy population, building on from previous population pharmacokinetic modeling, and incorporating a mechanistic kidney model to consider OAT1/3-mediated renal secretion. Probenecid PBPK model was adapted from the Simcyp database and re-verified to capture its dose-dependent pharmacokinetics (n = 9 studies). The PBPK model successfully predicted the PDA plasma concentrations, area under the curve, and renal clearance in healthy subjects at baseline and after single/multiple probenecid doses. Prospective simulations in severe CKD predicted successfully the increase in PDA plasma concentration relative to healthy (within 2-fold of observed data) after accounting for 60% increase in fraction unbound in plasma and additional 50% decline in OAT1/3 activity beyond the decrease in glomerular filtration rate. The verified PDA PBPK model supports future robust evaluation of OAT1/3 DDI in drug development and increases our confidence in predicting exposure and renal secretion in patients with CKD.

摘要

监测内源性生物标志物越来越多地用于评估早期药物开发中转运体介导的药物相互作用(DDI),并可用于阐明疾病中转运体活性的变化。4-吡啶羧酸(PDA)已被确定为肾脏有机阴离子转运体(OAT1/3)最敏感的血浆内源性生物标志物。在给予丙磺舒后观察到 PDA 基线浓度增加,丙磺舒是 OAT1/3 的强临床抑制剂,在慢性肾脏病(CKD)患者中也是如此。本研究旨在开发和验证 PDA 的基于生理学的药代动力学(PBPK)模型,以预测丙磺舒 DDI 的程度,并预测 CKD 相关的 PDA 基线变化。首先在健康人群中建立 PDA 的 PBPK 模型,基于先前的群体药代动力学建模,并结合机械肾脏模型来考虑 OAT1/3 介导的肾脏分泌。丙磺舒的 PBPK 模型从 Simcyp 数据库中改编而来,并进行了重新验证,以捕获其剂量依赖性药代动力学(n=9 项研究)。PBPK 模型成功预测了健康受试者基线和单次/多次丙磺舒剂量后 PDA 的血浆浓度、曲线下面积和肾清除率。对严重 CKD 的前瞻性模拟成功预测了 PDA 血浆浓度相对于健康受试者的增加(在观察到的数据的 2 倍范围内),这是在考虑到血浆未结合部分增加 60%和 OAT1/3 活性除肾小球滤过率下降外额外下降 50%的情况下得出的。经过验证的 PDA PBPK 模型支持未来在药物开发中对 OAT1/3 DDI 的稳健评估,并增加了我们对预测 CKD 患者暴露和肾分泌的信心。

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