PBPK Modeling of Varenicline: Relating Variable Pharmacokinetics to Genomics.

IF 2.3 4区 医学 Q3 PHARMACOLOGY & PHARMACY
Sanskruti Sharma, Ian S Haworth
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引用次数: 0

Abstract

Background and objective: Varenicline is a smoking cessation drug that requires dosing over days to weeks to reach a pharmacologically effective concentration, since higher doses may result in nausea and vomiting. High interindividual variability in varenicline pharmacokinetics may also be related to these adverse effects. This study aimed to identify possible genetic causes of this variability using physiologically based pharmacokinetic (PBPK) modeling.

Methods: A mean PBPK model of varenicline with mechanistic absorption, metabolism, and renal clearance was built using four patient populations. This model was then used to simulate pharmacokinetics in 20 individuals, adjusting SLC22A2 (OCT2) transporter kinetics and physiology to fit the simulations to the observed data.

Results: The mean model included parameters for renal clearance through OCT2 (Vmax 0.017 mg/s/mg-trans) and reduced duodenal and jejunal absorption. This model aligned with observed data from four studies (Cmax and AUC fold errors 0.88-1.14). In the individual models, AUC differences were mainly accounted for by OCT2 kinetics [Vmax 0.004 (4.3 × decrease from the mean) to 0.035 (2.1 × increase) mg/s/mg-trans)], but 3/20 subjects (15%) with a high Cmax also required increased jejunal absorption.

Conclusion: Individuals with high varenicline exposure may have reduced renal elimination due to genetic variation in SLC22A2 (OCT2), while those with higher Cmax may have elevated intestinal pH, giving a higher level of neutral varenicline. The effect on pH may be due to genetic variation in SLCO3A1, a bile acid transporter related to nausea after varenicline dosing.

伐尼克兰的PBPK模型:与基因组学相关的可变药代动力学。
背景和目的:伐尼克兰是一种戒烟药物,需要数天至数周的剂量才能达到药理学上有效的浓度,因为较高的剂量可能导致恶心和呕吐。伐尼克兰药代动力学的高度个体间差异也可能与这些不良反应有关。本研究旨在利用基于生理的药代动力学(PBPK)模型确定这种变异的可能遗传原因。方法:采用4个患者群体,建立具有机械吸收、代谢和肾脏清除率的伐尼克兰平均PBPK模型。然后使用该模型模拟20个个体的药代动力学,调整SLC22A2 (OCT2)转运体动力学和生理学以使模拟与观察数据相吻合。结果:平均模型包括通过OCT2肾脏清除率(Vmax 0.017 mg/s/mg-trans)和十二指肠和空肠吸收减少的参数。该模型与四项研究的观测数据一致(Cmax和AUC折叠误差0.88-1.14)。在个体模型中,AUC差异主要是由OCT2动力学引起的[Vmax为0.004(比平均值减少4.3倍)至0.035(增加2.1倍)mg/s/mg-trans],但3/20 (15%)Cmax高的受试者也需要增加空肠吸收。结论:高伐尼克兰暴露个体可能由于SLC22A2 (OCT2)基因变异导致肾脏消除减少,而Cmax较高的个体可能肠道pH升高,给予较高水平的中性伐尼克兰。对pH的影响可能是由于SLCO3A1的遗传变异,SLCO3A1是一种胆酸转运体,与伐尼克兰给药后的恶心有关。
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
3.70
自引率
0.00%
发文量
64
审稿时长
>12 weeks
期刊介绍: Hepatology International is a peer-reviewed journal featuring articles written by clinicians, clinical researchers and basic scientists is dedicated to research and patient care issues in hepatology. This journal focuses mainly on new and emerging diagnostic and treatment options, protocols and molecular and cellular basis of disease pathogenesis, new technologies, in liver and biliary sciences. Hepatology International publishes original research articles related to clinical care and basic research; review articles; consensus guidelines for diagnosis and treatment; invited editorials, and controversies in contemporary issues. The journal does not publish case reports.
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