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Nonstandard finite difference approach for solving 3-compartment pharmacokinetic models

机译:非标准有限差分法求解三室药代动力学模型

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Complex nature of the analytical solutions to 3-compartment pharmacokinetic models leads to the discrete approximation of the continuous differential equation been mostly used. In this paper, we applied nonstandard finite difference method to 3-compartment pharmacokinetic models. This method was introduced to compensate for the weaknesses of methods such as the standard finite difference methods, numerical instabilities being a prime example of such. Three-compartment pharmacokinetic model with 2 different routes of administration (IV bolus injection and IV bolus infusion) is considered for simulations. For the case when the system is homogeneous (models arising from IV bolus injection mode of administration), exact finite difference scheme is obtained for any step size while in the case of nonhomogeneous (models arising from IV bolus infusion route of administration), scheme that has the same qualitative behavior as the analytical solution for all step sizes is obtained. It was shown computationally that the nonstandard finite difference scheme for 3-compartment pharmacokinetic model with IV bolus mode of administration is exact while 3-compartment pharmacokinetic model with IV infusion is dynamically consistent with the continuous model for all step sizes.
机译:3隔室药代动力学模型的分析解决方案的复杂性导致了连续微分方程的离散逼近被广泛使用。在本文中,我们将非标准有限差分方法应用于三室药代动力学模型。引入该方法是为了弥补诸如标准有限差分法之类的方法的弱点,数值不稳定性是此类方法的主要示例。模拟考虑具有两种不同给药途径(静脉推注和静脉推注)的三室药代动力学模型。对于系统是均质的情况(由静脉推注注射模式产生的模型),对于任何步长都可获得精确的有限差分方案,而在非均质的情况下(由IV推注输注途径产生的模型),则方案具有与所有步长的解析解相同的定性行为。通过计算表明,静脉推注给药的三室药代动力学模型的非标准有限差分方案是精确的,而静脉输注的三室药代动力学模型与所有步长的连续模型动态一致。

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