Reddyhoff Dennis, Ward John, Williams Dominic, Regan Sophie, Webb Steven
Department of Mathematical Sciences, Loughborough University, Loughborough, Leics LE11 3TU, UK.
Department of Mathematical Sciences, Loughborough University, Loughborough, Leics LE11 3TU, UK.
J Theor Biol. 2015 Dec 7;386:132-46. doi: 10.1016/j.jtbi.2015.08.021. Epub 2015 Sep 5.
Acetaminophen is a widespread and commonly used painkiller all over the world. However, it can cause liver damage when taken in large doses or at repeated chronic doses. Current models of acetaminophen metabolism are complex, and limited to numerical investigation though provide results that represent clinical investigation well. We derive a mathematical model based on mass action laws aimed at capturing the main dynamics of acetaminophen metabolism, in particular the contrast between normal and overdose cases, whilst remaining simple enough for detailed mathematical analysis that can identify key parameters and quantify their role in liver toxicity. We use singular perturbation analysis to separate the different timescales describing the sequence of events in acetaminophen metabolism, systematically identifying which parameters dominate during each of the successive stages. Using this approach we determined, in terms of the model parameters, the critical dose between safe and overdose cases, timescales for exhaustion and regeneration of important cofactors for acetaminophen metabolism and total toxin accumulation as a fraction of initial dose.
对乙酰氨基酚是一种在全球广泛使用的常用止痛药。然而,大剂量服用或长期反复服用时,它会导致肝损伤。目前对乙酰氨基酚代谢的模型很复杂,虽仅限于数值研究,但能很好地反映临床研究结果。我们基于质量作用定律推导了一个数学模型,旨在捕捉对乙酰氨基酚代谢的主要动态,特别是正常情况与过量情况之间的差异,同时保持足够简单以便进行详细的数学分析,从而能够识别关键参数并量化它们在肝毒性中的作用。我们使用奇异摄动分析来分离描述对乙酰氨基酚代谢中事件序列的不同时间尺度,系统地确定在每个连续阶段中哪些参数起主导作用。通过这种方法,我们根据模型参数确定了安全剂量与过量剂量之间的临界剂量、对乙酰氨基酚代谢重要辅助因子耗尽和再生的时间尺度以及作为初始剂量一部分的总毒素积累量。