双稳态基因调控模型中基因开关的延时加速转变和增强的随机共振

Canjun Wang, M. Yi, Keli Yang
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引用次数: 3

摘要

基于一个著名的带噪声的基因转录调控模型,系统探讨了时间延迟对基因开关和随机共振的影响。我们的理论结果表明,时间延迟可以诱导TF-A单体浓度从高浓度状态切换到低浓度状态(“开”→“关”),并且可以进一步加速从“开”到“关”的转变。此外,发现时间延迟和相关噪声强度可以增强随机共振。然而,合成速率产生的附加噪声抑制了随机共振。有趣的是,当加性噪声强度较大时,会出现共振双峰结构。采用小延迟时间逼近方法得到的理论结果与数值模拟结果吻合较好。
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Time delay-accelerated transition of gene switch and -enhanced stochastic resonance in a bistable gene regulatory model
The roles of time delay on gene switch and stochastic resonance are systematically explored based on a famous gene transcriptional regulatory model with noises. Our theoretical results show that the time delay can induce the switch, i.e., the TF-A monomer concentration shifts from the high concentration state to the low concentration state (“on”→“off”), and can further accelerate the transition from “on” to “off”. Moreover, it is found that the stochastic resonance can be enhanced by the time delay and the correlated noise intensity. However, the additive noise original from the synthesis rate restrains the stochastic resonance. It is very interesting that the resonance bi-peaks structure appears for the large value of the additive noise intensity. The theoretical results by using small-delay time-approximation approach are consistent well with our numerical simulation.
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