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Biologically inspired design of feedback control systems implemented using DNA strand displacement reactions

机译:利用DNA链置换反应实现反馈控制系统的生物学启发设计

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摘要

The use of abstract chemical reaction networks (CRNs) as a modelling and design framework for the implementation of computing and control circuits using enzyme-free, entropy driven DNA strand displacement (DSD) reactions is starting to garner widespread attention in the area of synthetic biology. Previous work in this area has demonstrated the theoretical plausibility of using this approach to design biomolecular feedback control systems based on classical proportional-integral (PI) controllers, which may be constructed from CRNs implementing gain, summation and integrator operators. Here, we propose an alternative design approach that utilises the abstract chemical reactions involved in cellular signalling cycles to implement a biomolecular controller - termed a signalling-cycle (SC) controller. We compare the performance of the PI and SC controllers in closed-loop with a nonlinear second-order chemical process. Our results show that the SC controller outperforms the PI controller in terms of both performance and robustness, and also requires fewer abstract chemical reactions to implement, highlighting its potential usefulness in the construction of biomolecular control circuits.
机译:抽象化学反应网络(CRN)作为建模和设计框架的使用,以实现使用无酶,熵驱动的DNA链置换(DSD)反应的计算和控制电路,已开始在合成生物学领域引起广泛关注。该领域的先前工作已经证明了使用这种方法设计基于经典比例积分(PI)控制器的生物分子反馈控制系统的理论可行性,该控制器可以由实现增益,求和和积分算子的CRN构建。在这里,我们提出了一种替代设计方法,该方法利用细胞信号周期中涉及的抽象化学反应来实现生物分子控制器-称为信号周期(SC)控制器。我们将PI和SC控制器的性能与非线性二阶化学过程进行比较。我们的结果表明,SC控制器在性能和鲁棒性方面均优于PI控制器,并且所需执行的抽象化学反应更少,从而突出了其在构建生物分子控制电路方面的潜在用途。

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