Unit of Pharmacoepidemiology and Pharmacoeconomics, Department of Social Pharmacy, Faculty of Pharmacy, Jagiellonian University Medical College, Medyczna 9 Str., 30-688, Krakow, Poland.
Department of Pharmaceutical Technology and Biopharmaceutics, Jagiellonian University Medical College, Medyczna 9 St, 30-688, Krakow, Poland.
J Pharmacokinet Pharmacodyn. 2018 Oct;45(5):663-677. doi: 10.1007/s10928-018-9597-6. Epub 2018 Jun 25.
The physiologically based pharmacokinetic (PBPK) models allow for predictive assessment of variability in population of interest. One of the future application of PBPK modeling is in the field of precision dosing and personalized medicine. The aim of the study was to develop PBPK model for amitriptyline given orally, predict the variability of cardiac concentrations of amitriptyline and its main metabolite-nortriptyline in populations as well as individuals, and simulate the influence of those xenobiotics in therapeutic and supratherapeutic concentrations on human electrophysiology. The cardiac effect with regard to QT and RR interval lengths was assessed. The Emax model to describe the relationship between amitriptyline concentration and heart rate (RR) length was proposed. The developed PBPK model was used to mimic 29 clinical trials and 19 cases of amitriptyline intoxication. Three clinical trials and 18 cases were simulated with the use of PBPK-QSTS approach, confirming lack of cardiotoxic effect of amitriptyline in therapeutic doses and the increase in heart rate along with potential for arrhythmia development in case of amitriptyline overdose. The results of our study support the validity and feasibility of the PBPK-QSTS modeling development for personalized medicine.
生理基于药代动力学(PBPK)模型允许对感兴趣人群的变异性进行预测性评估。PBPK 建模的未来应用之一是在精准给药和个性化医疗领域。本研究的目的是开发口服给予阿米替林的 PBPK 模型,预测人群以及个体中心脏中阿米替林及其主要代谢物去甲替林浓度的变异性,并模拟治疗和超治疗浓度下这些外源物质对人类电生理学的影响。评估了与 QT 和 RR 间隔长度有关的心脏效应。提出了 Emax 模型来描述阿米替林浓度与心率(RR)长度之间的关系。所开发的 PBPK 模型用于模拟 29 项临床试验和 19 例阿米替林中毒案例。使用 PBPK-QSTS 方法模拟了 3 项临床试验和 18 例案例,证实了阿米替林在治疗剂量下没有心脏毒性作用,并且随着阿米替林过量时潜在的心律失常发展,心率会增加。我们的研究结果支持用于个性化医疗的 PBPK-QSTS 建模开发的有效性和可行性。