Type-1 diabetes mathematical analysis based on Free Fatty Acids in the presence of insuline

Ana P. Sotelo, Diana Gamboa, P. A. Valle, Paul J. Campos
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Abstract

This work is devoted to investigate a six-dimensional mathematical model of first-order ordinary differential equations with the presence of growth hormone. The analysis of the time-behavior dynamics of all state variables is discussed by applying the localization of compact invariant sets method; considering a treatment based on both growth hormone and insulin effects. To the best of our knowledge, this method has not been applied to explore the global dynamic of this phenomenon, and only local asymptotic stability for this particular model has been reported. The mathematical process enhances a reliable strategy to a leading path for preliminary analysis related to other types of in-silico test considerations. Moreover, a closed-loop asymptotic stability analysis by Lyapunov theory is achieved by considering two possible control inputs that could modify the concentration level of insulin and growth hormone. Finally, a discussion about biological implications and numerical simulations are presented.
基于游离脂肪酸在胰岛素存在下的1型糖尿病数学分析
本文研究了存在生长激素的一阶常微分方程的六维数学模型。应用紧不变集的局部化方法讨论了各状态变量的时间行为动力学分析;考虑一种基于生长激素和胰岛素作用的治疗方法。据我们所知,这种方法还没有被应用于研究这种现象的全局动力学,只有这种特殊模型的局部渐近稳定性被报道过。数学过程增强了一个可靠的策略,为与其他类型的硅测试考虑相关的初步分析提供了一个领先的路径。此外,通过考虑两个可能改变胰岛素和生长激素浓度水平的控制输入,实现了Lyapunov理论的闭环渐近稳定性分析。最后,讨论了生物意义和数值模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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