Rhee Su-Jin, Chung Hyewon, Yi SoJeong, Yu Kyung-Sang, Chung Jae-Yong
Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Hospital, Seoul, Korea.
Department of Clinical Pharmacology and Therapeutics, Seoul National University College of Medicine and Bundang Hospital, Seongnam, Korea.
Eur J Drug Metab Pharmacokinet. 2017 Dec;42(6):973-980. doi: 10.1007/s13318-017-0418-x.
Physiologically based pharmacokinetic (PBPK) modelling and simulation enable researchers to overcome practical limitations for clinical trials on special populations. This study was conducted to investigate how the PBPK model describes the pharmacokinetics of metformin in young adult and elderly populations and to predict the pharmacokinetics of metformin in patients with renal or hepatic impairment in both populations.
A first-order absorption/PBPK model for metformin was built in the Simcyp simulator version 14 release 1. A full PBPK model was constructed for metformin based on physicochemical properties and clinical observations. The model was refined and validated using clinical plasma concentration data obtained in healthy young adults and elderly after the oral administration of metformin. Metformin pharmacokinetics in patients with renal or hepatic impairment were then investigated and compared by simulation.
The PBPK model reasonably predicted the pharmacokinetic profiles of metformin for both young adults and the elderly. The predicted pharmacokinetic parameters, including maximum concentration, area under the time-concentration curve, and apparent oral clearance values, were within 1.5-fold of the observed data of metformin. In the simulation results, the systemic exposure of metformin was expected to be markedly increased not only with a decrease in renal function but also with severe hepatic impairments.
The PBPK model adequately characterised the pharmacokinetics of metformin in both young adult and elderly populations. PBPK modelling and simulation can be used as a useful tool to investigate and compare the pharmacokinetics in geriatric populations incorporating various disease conditions.
基于生理的药代动力学(PBPK)建模与模拟使研究人员能够克服针对特殊人群进行临床试验的实际限制。本研究旨在探讨PBPK模型如何描述二甲双胍在年轻成年人和老年人群中的药代动力学,并预测二甲双胍在这两个人群中肾功能或肝功能受损患者的药代动力学。
在Simcyp模拟器版本14第1版中构建了二甲双胍的一级吸收/PBPK模型。基于物理化学性质和临床观察结果构建了二甲双胍的完整PBPK模型。使用健康年轻成年人和老年人口服二甲双胍后获得的临床血浆浓度数据对模型进行优化和验证。然后通过模拟研究并比较肾功能或肝功能受损患者的二甲双胍药代动力学。
PBPK模型合理地预测了年轻成年人和老年人中二甲双胍的药代动力学特征。预测的药代动力学参数,包括最大浓度、时间-浓度曲线下面积和表观口服清除率值,均在二甲双胍观察数据的1.5倍以内。在模拟结果中,预计不仅肾功能下降,而且严重肝功能损害都会使二甲双胍的全身暴露显著增加。
PBPK模型充分表征了年轻成年人和老年人群中二甲双胍的药代动力学。PBPK建模与模拟可作为一种有用的工具,用于研究和比较纳入各种疾病状况的老年人群的药代动力学。