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Existence of a Conserved Quantity and Stability of In Vitro Virus Infection Dynamics Models with Absorption Effect

机译:具有吸收效应的体外病毒感染动力学模型的守恒量和稳定性

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摘要

The estimation of parameters in biomathematical models is useful to characterize quantitatively the dynamics of biological processes. In this paper, we consider some systems of ordinary differential equations (ODEs) modelling the viral dynamics in a cell culture. These models incorporate the loss of viral particles due to the absorption into target cells. We estimated the parameters of models by least-squares minimization between numerical solution of the system and experimental data of cell cultures. We derived a first integral or conserved quantity, and we proved the use of experimental data in order to test the conservation law. The systems have nonhyperbolic equilibrium points, and the conditions for their stability are obtained by using a Lyapunov function. We complemented these theoretical results with some numerical simulations.
机译:生物数学模型中参数的估计对于定量表征生物过程的动力学很有用。在本文中,我们考虑了一些常态微分方程(ODE)系统,它们模拟了细胞培养物中的病毒动力学。这些模型吸收了由于吸收到靶细胞中引起的病毒颗粒损失。我们通过最小化系统数值解和细胞培养实验数据之间的最小二乘估计来估计模型的参数。我们导出了第一个积分或守恒量,并证明了使用实验数据来检验守恒定律。该系统具有非双曲平衡点,其稳定性条件可通过使用Lyapunov函数获得。我们通过一些数值模拟对这些理论结果进行了补充。

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