进化博弈论:用于生物活性支架中干细胞相互作用的特设网络建模的创新工具

A. Boni, C. Stallo, T. Rossi, Marina Ruggieri, P. D. Nardo
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引用次数: 1

摘要

近年来,博弈论(GT)被广泛应用于无线技术中,以模拟媒介接入、功率控制或资源交换。为了有一个更广阔的视野的问题和描述这种网络的演变,进化博弈论(EGT)目前被认为是一个重要的工具。这一理论自70年代以来就被应用于生物学,用来描述动物的行为。我们将这一理论应用到一个新的研究领域,并描述了它如何能提供非常有趣的结果。心脏病是现代社会最大的死亡原因之一。尽管它们很重要,但目前的治疗方法并不能有效地解决这个问题。然而,干细胞研究可能代表着未来更有效解决方案的希望。特别是,目前人们对在3D生物活性支架中培养干细胞产生心肌组织非常感兴趣。这些聚合结构旨在模拟心脏内部产生心肌细胞的环境。精心设计的支架和化学物质有助于干细胞的分化过程。这是如何发生的,干细胞群是如何变成心肌组织的?我们利用进化博弈论(EGT)研究了一个解决方案。我们建立了一个非常简单的模型来描述EGT的基本概念,并给出了一些早期的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evolutionary Game Theory: An innovative Tool for ad-hoc networks modeling applied to stem cells interaction in bio-active scaffolds
In the last years Game Theory (GT) has been widely used in wireless technologies to model medium access, power control or resource exchange. In order to have a wider vision of the problem and describe the evolution of such networks, Evolutionary Game Theory (EGT) is currently considered as an important tool. This theory has been applied in biology since the seventies to describe animals' behaviour. We applied the theory to a new field of research and we describe how it could provide very interesting results. Cardiac diseases represent one of the biggest death causes in modern society. Despite their importance, current therapies do not give an efficient solution to the problem. However, stem cells research could represent a future hope for a more efficient solution. In particular, there is currently a great interest in myocardial tissue generation from stem cells cultures in 3D bio-active scaffolds. Those polymeric structures intend to mimic the environment inside the heart where cardiac cells, cardiomyocytes, are generated. Well designed scaffolds along with chemical substances contribute to the differentiation process of the stem cell. How this happens, and how a stem cells population becomes a myocardial tissue? We studied a solution using Evolutionary Game Theory (EGT). We set a very simple model to describe the basic concepts of EGT and present some early results.
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