Division of Toxicology, Wageningen University, Stippeneng 4, 6708 WE, Wageningen, The Netherlands.
NHC Key Laboratory of Food Safety Risk Assessment, Chinese Academy of Medical Sciences Research Unit (No. 2019RU014), China National Center for Food Safety Risk Assessment, Beijing, 100021, China.
Arch Toxicol. 2022 Aug;96(8):2361-2380. doi: 10.1007/s00204-022-03309-y. Epub 2022 May 23.
New approach methodologies predicting human cardiotoxicity are of interest to support or even replace in vivo-based drug safety testing. The present study presents an in vitro-in silico approach to predict the effect of inter-individual and inter-ethnic kinetic variations in the cardiotoxicity of R- and S-methadone in the Caucasian and the Chinese population. In vitro cardiotoxicity data, and metabolic data obtained from two approaches, using either individual human liver microsomes or recombinant cytochrome P450 enzymes (rCYPs), were integrated with physiologically based kinetic (PBK) models and Monte Carlo simulations to predict inter-individual and inter-ethnic variations in methadone-induced cardiotoxicity. Chemical specific adjustment factors were defined and used to derive dose-response curves for the sensitive individuals. Our simulations indicated that Chinese are more sensitive towards methadone-induced cardiotoxicity with Margin of Safety values being generally two-fold lower than those for Caucasians for both methadone enantiomers. Individual PBK models using microsomes and PBK models using rCYPs combined with Monte Carlo simulations predicted similar inter-individual and inter-ethnic variations in methadone-induced cardiotoxicity. The present study illustrates how inter-individual and inter-ethnic variations in cardiotoxicity can be predicted by combining in vitro toxicity and metabolic data, PBK modelling and Monte Carlo simulations. The novel methodology can be used to enhance cardiac safety evaluations and risk assessment of chemicals.
新的方法学旨在预测人类心脏毒性,以支持甚至取代基于体内的药物安全性测试。本研究提出了一种体外-计算方法,用于预测个体间和种族间动力学变化对高加索人群和中国人群中 R-和 S-美沙酮心脏毒性的影响。利用两种方法(分别使用个体人肝微粒体或重组细胞色素 P450 酶[rCYPs])获得的体外心脏毒性数据和代谢数据,与基于生理学的动力学(PBK)模型和蒙特卡罗模拟相结合,预测美沙酮诱导的心脏毒性的个体间和种族间变化。定义了化学特异性调整因子,并用于为敏感个体推导剂量反应曲线。我们的模拟表明,中国人对美沙酮诱导的心脏毒性更为敏感,对于两种美沙酮对映体,安全裕度值通常比高加索人低一倍。使用微粒体的个体 PBK 模型和结合蒙特卡罗模拟的 rCYPs 的 PBK 模型预测了美沙酮诱导的心脏毒性的个体间和种族间相似的变化。本研究说明了如何通过结合体外毒性和代谢数据、PBK 建模和蒙特卡罗模拟来预测心脏毒性的个体间和种族间变化。这种新方法可用于增强对化学品的心脏安全性评估和风险评估。