Department of Physics, Xiamen University, Xiamen, Fujian 361005, China.
Department of Physics, Anhui Normal University, Wuhu, Anhui 241002, China.
Phys Rev E. 2023 Dec;108(6-1):064412. doi: 10.1103/PhysRevE.108.064412.
Biphasic amplitude dynamics (BAD) of oscillation have been observed in many biological systems. However, the specific topology structure and regulatory mechanisms underlying these biphasic amplitude dynamics remain elusive. Here, we searched all possible two-node circuit topologies and identified the core oscillator that enables robust oscillation. This core oscillator consists of a negative feedback loop between two nodes and a self-positive feedback loop of the input node, which result in the fast and slow dynamics of the two nodes, thereby achieving relaxation oscillation. Landscape theory was employed to study the stochastic dynamics and global stability of the system, allowing us to quantitatively describe the diverse positions and sizes of the Mexican hat. With increasing input strength, the size of the Mexican hat exhibits a gradual increase followed by a subsequent decrease. The self-activation of input node and the negative feedback on input node, which dominate the fast dynamics of the input node, were observed to regulate BAD in a bell-shaped manner. Both deterministic and statistical analysis results reveal that BAD is characterized by the linear and nonlinear dependence of the oscillation trough and crest on the input strength. In addition, combining with computational and theoretical analysis, we addressed that the linear response of trough to input is predominantly governed by the negative feedback, while the nonlinear response of crest is jointly regulated by the negative feedback loop and the self-positive feedback loop within the oscillator. Overall, this study provides a natural and physical basis for comprehending the occurrence of BAD in oscillatory systems, yielding guidance for the design of BAD in synthetic biology applications.
双相幅度动力学(BAD)在许多生物系统中都有观察到。然而,这些双相幅度动力学背后的特定拓扑结构和调控机制仍然难以捉摸。在这里,我们搜索了所有可能的两节点电路拓扑结构,并确定了能够实现稳健振荡的核心振荡器。这个核心振荡器由两个节点之间的负反馈回路和输入节点的自正反馈回路组成,这导致了两个节点的快速和缓慢动力学,从而实现了弛豫振荡。景观理论被用来研究系统的随机动力学和全局稳定性,使我们能够定量描述墨西哥帽的不同位置和大小。随着输入强度的增加,墨西哥帽的大小呈现出逐渐增加然后减少的趋势。输入节点的自激活和输入节点的负反馈,主导着输入节点的快速动力学,被观察到以钟形方式调节 BAD。确定性和统计分析结果都表明,BAD 的特征是振荡波谷和波峰对输入强度的线性和非线性依赖性。此外,结合计算和理论分析,我们解决了波谷对输入的线性响应主要由负反馈控制,而波峰的非线性响应由振荡器内的负反馈回路和自正反馈回路共同调节的问题。总的来说,这项研究为理解振荡系统中 BAD 的发生提供了一个自然和物理的基础,为合成生物学应用中 BAD 的设计提供了指导。