Effect of transcriptional delay on ribosome abundance control.

IF 2.7 4区 数学 Q2 BIOLOGY
Pavan C Perera, Sergei S Pilyugin, Lisa Davis, Tomas Gedeon
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引用次数: 0

Abstract

Time delays are inherent in biological processes such as transcription and translation, and they play a vital role in cellular control by altering timing of feedback loops and therefore stability of steady states. Standard ordinary differential equation (ODE) models neglect these delays, potentially eliminating important dynamic behavior. We present a mathematical model that explores the synthesis of ribosomal proteins and their mRNA in E. coli using both ODE and delay differential equation (DDE) models. Comparing these two models we discover that, while there can only be two equilibrium states in both the ODE and the DDE systems, the addition of delays destabilizes the internal equilibrium via the Hopf bifurcation, resulting in oscillatory dynamics. We show that there are parameter combinations where two stable periodic orbits coexist, and one of them terminates in a torus bifurcation giving rise to a stable torus of recurrent orbits. The existence of oscillatory behavior is consistent with experiments.

转录延迟对核糖体丰度控制的影响。
时间延迟是转录和翻译等生物过程中固有的,它们通过改变反馈回路的时间和稳定状态的稳定性在细胞控制中起着至关重要的作用。标准的常微分方程(ODE)模型忽略了这些延迟,潜在地消除了重要的动态行为。我们提出了一个数学模型,利用ODE和延迟微分方程(DDE)模型探索了大肠杆菌中核糖体蛋白及其mRNA的合成。比较这两个模型,我们发现,虽然在ODE和DDE系统中都只能有两个平衡状态,但延迟的加入通过Hopf分岔使内部平衡不稳定,导致振荡动力学。我们证明了存在两个稳定周期轨道共存的参数组合,其中一个在环面分岔中终止,从而产生一个稳定的循环轨道环面。振荡行为的存在与实验结果一致。
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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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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