A Control Theoretic Framework for the Analysis and Design of Biological Networks

D. Vecchio
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引用次数: 1

Abstract

Control theory has been instrumental for the development of a number of engineering systems, including aerospace and transportation systems, robotics and intelligent machines, manufacturing chains, electrical, power, and information networks. In the past decade, the ability of engineering biomolecular networks has become a reality in the rising field of synthetic biology. Biomolecular networks are composed of repression and activation interactions among genes, proteins, and small signaling molecules, and have the potential of implementing arbitrarily complex functions. While modular analysis and design is a promising approach to engineer complex networks, it is still subject of debate whether a modular approach is viable in biomolecular systems. The dynamics of these networks are highly nonlinear and therefore addressing this question requires the use of tools from nonlinear control theory. Here, we review some of the techniques that we have been developing in order to analyze and design biomolecular networks modularly.
生物网络分析与设计的控制理论框架
控制理论在许多工程系统的发展中发挥了重要作用,包括航空航天和运输系统、机器人和智能机器、制造链、电气、电力和信息网络。在过去的十年中,工程生物分子网络的能力在合成生物学的新兴领域已经成为现实。生物分子网络由基因、蛋白质和小信号分子之间的抑制和激活相互作用组成,具有实现任意复杂功能的潜力。虽然模块化分析和设计是一种很有前途的复杂网络工程方法,但模块化方法在生物分子系统中是否可行仍然存在争议。这些网络的动态是高度非线性的,因此解决这个问题需要使用非线性控制理论的工具。在这里,我们回顾了一些技术,我们已经开发,以分析和设计生物分子网络模块。
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