Börsch Anastasiya, Schaber Jörg
Institute for Experimental Internal Medicine, Medical Faculty, Otto-von-Guericke University, Pfälzer Platz 2, Magdeburg, 39106, Germany.
Biozentrum, University of Basel and Swiss Institute of Bioinformatics, Klingelbergstrasse 50-70, Basel, 4056, Switzerland.
BMC Syst Biol. 2016 Aug 24;10(1):82. doi: 10.1186/s12918-016-0325-9.
Negative feedback in combination with time delay can bring about both sustained oscillations and adaptive behaviour in cellular networks. Here, we study which design features of systems with delayed negative feedback shape characteristic response patterns with special emphasis on the role of time delay. To this end, we analyse generic two-dimensional delay differential equations describing the dynamics of biochemical signal-response networks.
We investigate the influence of several design features on the stability of the model equilibrium, i.e., presence of auto-inhibition and/or mass conservation and the kind and/or strength of the delayed negative feedback. We show that auto-inhibition and mass conservation have a stabilizing effect, whereas increasing abruptness and decreasing feedback threshold have a de-stabilizing effect on the model equilibrium. Moreover, applying our theoretical analysis to the mammalian p53 system we show that an auto-inhibitory feedback can decouple period and amplitude of an oscillatory response, whereas the delayed feedback can not.
Our theoretical framework provides insight into how time delay and design features of biochemical networks act together to elicit specific characteristic response patterns. Such insight is useful for constructing synthetic networks and controlling their behaviour in response to external stimulation.
负反馈与时间延迟相结合可在细胞网络中引发持续振荡和适应性行为。在此,我们研究具有延迟负反馈的系统的哪些设计特征塑造了特征响应模式,并特别强调时间延迟的作用。为此,我们分析了描述生化信号 - 响应网络动态的一般二维延迟微分方程。
我们研究了几个设计特征对模型平衡点稳定性的影响,即自抑制和/或质量守恒的存在以及延迟负反馈的种类和/或强度。我们表明,自抑制和质量守恒具有稳定作用,而增加突变性和降低反馈阈值对模型平衡点具有去稳定作用。此外,将我们的理论分析应用于哺乳动物p53系统,我们表明自抑制反馈可以解耦振荡响应的周期和幅度,而延迟反馈则不能。
我们的理论框架提供了关于时间延迟和生化网络的设计特征如何共同作用以引发特定特征响应模式的见解。这种见解对于构建合成网络并控制其对外部刺激的响应行为很有用。