A mathematical model for fibrous dysplasia: The role of the flow of mutant cells

Mariia Soloviova, Juan Carlos Beltran Vargas, Luis Fernandez de Castro, Juan Belmonte-Beitia, Víctor M. Pérez-García, Magdalena Caballero
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Abstract

Fibrous dysplasia (FD) is a mosaic non-inheritable genetic disorder of the skeleton in which normal bone is replaced by structurally unsound fibro-osseous tissue. There is no curative treatment for FD, partly because its pathophysiology is not yet fully known. We present a simple mathematical model of the disease incorporating its basic known biology, to gain insight on the dynamics of the involved bone-cell populations, and shed light on its pathophysiology. Our mathematical models account for the dynamic evolution over time of several interacting populations of bone cells averaged over a volume of bone of sufficient size in order to obtain consistent results. We develop an analytical study of the model and study its basic properties. The existence and stability of steady states are studied, an analysis of sensitivity on the model parameters is done, and different numerical simulations provide findings in agreement with the analytical results. We discuss the model dynamics match with known facts on the disease, and how some open questions could be addressed using the model.
纤维发育不良的数学模型:突变细胞流的作用
纤维发育不良(FD)是一种镶嵌性非遗传骨骼疾病,正常骨骼被结构不健全的纤维组织所取代。目前还没有治疗 FD 的方法,部分原因是其病理生理学尚未完全清楚。我们提出了一个简单的数学模型,该模型结合了已知的基本生物学原理,以深入了解相关骨细胞群的动力学,并揭示其病理生理学。我们的数学模型考虑了几个相互作用的骨细胞群在足够大的骨体积上的平均动态演化时间,以获得一致的结果。我们对模型进行了分析研究,并研究了其基本特性。研究了稳态的存在性和稳定性,分析了模型参数的敏感性,不同的数值模拟结果与分析结果一致。我们讨论了模型动力学与已知疾病事实的匹配问题,以及如何利用该模型解决一些悬而未决的问题。
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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