脂肪细胞动态分化过程的建模与分析

J. Gilleron, T. Goudon, F. Lagoutière, Hugo Martin, B. Mauroy, P. Millet, M. Ribot, C. Vaghi
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摘要

我们在这篇文章中提出了一个模型来描述脂肪细胞系统的动态,由它们的大小组成。该模型考虑了间充质细胞群向前脂肪细胞群和前脂肪细胞群向脂肪细胞群的分化;分化率取决于平均脂肪细胞半径。因此,所考虑的方程是常微分方程,加上平流方程,其生长速率取决于食物的可得性和脂肪细胞的总表面积。由于这个速度是不连续的,我们需要引入一个方便的解的概念,它来自菲利波夫理论。因此,我们能够确定系统的平稳解,证明解的存在唯一性,并在一些简单情况下描述解的渐近行为。最后,利用实验数据对模型参数进行拟合,并进行了数值模拟;对模型的空间扩展进行了数值研究。
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Modeling and analysis of adipocytes dynamic with a differentiation process
We propose in this article a model describing the dynamic of a system of adipocytes, structured by their sizes. This model takes into account the differentiation of a population of mesenchymal cells into preadipocytes and of preadipocytes into adipocytes; the differentiation rates depend on the mean adipocyte radius. The considered equations are therefore ordinary differential equations, coupled with an advection equation, the growth rate of which depends on food availability and on the total surface of adipocytes. Since this velocity is discontinuous, we need to introduce a convenient notion of solutions coming from Filippov theory. We are consequently able to determine the stationary solutions of the system, to prove the existence and uniqueness of solutions and to describe the asymptotic behavior of solutions in some simple cases. Finally, the parameters of the model are fitted thanks to some experimental data and numerical simulations are displayed; a spatial extension of the model is studied numerically.
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