Comparison of mathematical tumor growth models

Johanna Sápi, D. Drexler, L. Kovács
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引用次数: 10

Abstract

Tumor cells need a set of functional capabilities for development and growth. One of these capabilities is angiogenesis; tumor cells have to become able to force new vessel formation to ensure oxygen and nutrient supply. In the literature, there are several different growth models which aim to describe the growth characteristics. The model creation is a trade-off problem. On the one hand, the model has to be sufficiently complex to describe all the important processes which take part in the system; however, on the other hand, the model has to be sufficiently simple and manageable for real-life usability and - taking into account the applicability of biomedical control theory - for controller design. We discuss some relevant tumor growth models used in the literature showing their complexity and their modeling power.
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肿瘤生长数学模型的比较
肿瘤细胞的发育和生长需要一系列的功能。其中一种能力是血管生成;肿瘤细胞必须能够迫使新的血管形成,以确保氧气和营养的供应。在文献中,有几种不同的增长模型,旨在描述增长特征。模型创建是一个权衡问题。一方面,模型必须足够复杂,以描述参与系统的所有重要过程;然而,另一方面,该模型必须足够简单和易于管理,以满足现实生活的可用性,并考虑到生物医学控制理论的适用性,用于控制器设计。我们讨论了文献中使用的一些相关的肿瘤生长模型,显示了它们的复杂性和建模能力。
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