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EIGENVALUES AND SENSITIVITY ANALYSIS FOR A MODEL OF HIV-1 PATHOGENESIS WITH AN INTRACELLULAR DELAY

机译:一种具有细胞内延迟的HIV-1流行病模型的特征值和敏感性分析

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摘要

During the past decade significant research has been aimed at better understanding for human immunodeficiency virus type 1 (HIV-1), and the use of mathematical modeling to interpret experimental results has made a significant contribution. However, time-delays, which play a critical role in various biological models, are still not amenable to many traditional analysis methods. In this paper, we apply a recently developed approach using the Lambert W function to handle the time delay in a HIV-1 pathogenesis dynamic model. Dominant eigenvalues in the infinite eigenspectrum of these time-delay systems are obtained and used to understand the effects of the parameters of the model on the immune system. Also, the result is extended to analyze the sensitivity of the eigenvalues with respect to the parameters in the HIV-1 model. The research makes it possible to know which parameters are more influential than others, and the obtained information is used to investigate the HIV-1 dynamic system analytically.
机译:在过去的十年中,大量的研究旨在更好地了解1型人类免疫缺陷病毒(HIV-1),并且使用数学模型来解释实验结果做出了重大贡献。但是,在各种生物学模型中起关键作用的延时仍然不适合许多传统的分析方法。在本文中,我们应用了使用Lambert W函数的最新开发的方法来处理HIV-1发病机理动力学模型中的时间延迟。获得了这些时滞系统的无限特征谱中的主导特征值,并将其用于理解模型参数对免疫系统的影响。同样,结果被扩展到分析特征值对HIV-1模型参数的敏感性。通过研究,可以知道哪些参数比其他参数更具影响力,并将获得的信息用于分析HIV-1动态系统。

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  • 会议地点 Ann Arbor MI(US);Ann Arbor MI(US);Ann Arbor MI(US);Ann Arbor MI(US);Ann Arbor MI(US)
  • 作者单位

    Department of Mechanical Engineering University of Michigan Ann Arbor, MI 48109;

    Department of Mathematics University of Michigan Ann Arbor, MI 48109;

    Department of Mechanical Engineering University of Michigan Ann Arbor, MI 48109;

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  • 正文语种 eng
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