Noise Reduction in Resource-Coupled Multi-Module Gene Circuits through Antithetic Feedback Control.

Suchana Chakravarty, Rong Zhang, Xiao-Jun Tian
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引用次数: 0

Abstract

Gene circuits within the same host cell often experience coupling, stemming from the competition for limited resources during transcriptional and translational processes. This resource competition introduces an additional layer of noise to gene expression. Here we present three multi-module antithetic control strategies: negatively competitive regulation (NCR) controller, alongside local and global controllers, aimed at reducing the gene expression noise within the context of resource competition. Through stochastic simulations and fluctuation-dissipation theorem (FDT) analysis, our findings highlight the superior performance of the NCR antithetic controller in reducing noise levels. Our research provides an effective control strategy for attenuating resource-driven noise and offers insight into the development of robust gene circuits.

基于对偶反馈控制的资源耦合多模块基因电路降噪。
由于在转录和翻译过程中对有限资源的竞争,同一宿主细胞内的基因回路经常经历偶联。这种资源竞争给基因表达带来了额外的干扰。在这里,我们提出了三种多模块的对立控制策略:负竞争调节(NCR)控制器,以及局部和全局控制器,旨在减少资源竞争背景下的基因表达噪声。通过随机模拟和波动耗散定理(FDT)分析,我们的研究结果突出了NCR反控制器在降低噪声水平方面的优越性能。我们的研究提供了一种有效的控制策略来衰减资源驱动的噪声,并为鲁棒基因电路的发展提供了见解。
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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