Systems Toxicology Modeling for Prediction in Humans

C. Migliorini, T. Lavé, N. Parrott, M. Reddy, H. Grimm, R. Penland, A. Soubret, G. Helmlinger, A. Georgieva, K. Zuideveld
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Abstract

This chapter aims to illustrate the ability of physiologically based mechanistic mathematical models to predict pharmacokinetics and toxicity across species. The underlying principle is that toxicity must be interpreted in the physiological context where it is measured. Various methodologies for predicting the pharmacokinetics, QT prolongation and proarrhythmic risk are evaluated. Finally an integration of both pharmacokinetics and toxicokinetics in chemotherapy-induced neutropenia is discussed. It is believed that the methodologies presented for integrating available knowledge across experiments to predict toxicology in humans will ultimately make drug development more efficient, cost cost-effective, and socially more acceptable. Keywords: pharmacokinetics; PBPK; toxicokinetics; QT prolongation; cardiac; electrophysiology; myelosuppression; neutropenia
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人类系统毒理学模型预测
本章旨在说明基于生理学的机械数学模型预测跨物种药代动力学和毒性的能力。其基本原则是,毒性必须在测量毒性的生理环境中加以解释。各种方法预测药代动力学,QT延长和心律失常的风险进行了评估。最后讨论了化疗引起的中性粒细胞减少的药物动力学和毒性动力学的结合。人们相信,通过实验整合现有知识来预测人类毒理学的方法最终将使药物开发更有效率,成本效益更高,社会更容易接受。关键词:药物动力学;PBPK;毒性动力学;QT延长;心脏;电生理学;myelosuppression;嗜中性白血球减少症
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