σB替代性西格玛因子电路调节噪声以产生不同类型的脉冲动态
Torkel E Loman1, James C W Locke1
1Sainsbury Laboratory, University of Cambridge, Cambridge, United Kingdom.
PLoS computational biology
|August 4, 2023
概括
这项研究揭示了基因电路如何管理细菌中的表达噪声. 在Bacillus subtilis sigma B电路的数学建模显示,输入路径激活决定了不同的随机或决定性反应.
科学领域:
- 微生物学和分子生物学
- 系统生物学 系统生物学
- 生物物理学的生物物理.
背景情况:
- 单细胞研究强调了同源细菌中显著的基因表达噪声.
- 基因电路控制这种噪声以获得强大的输出动态的机制在很大程度上是未知的.
- 细菌细菌的替代性西格玛因子西格玛B (σB) 控制了一般的应激反应.
研究的目的:
- 用 σB 系统研究噪声在产生基因电路输出动态中的作用.
- 了解 σB 电路的导致不同输出 (静态脉冲与单脉冲) 的条件.
- 为了阐明基因电路架构如何影响响应类型.
主要方法:
- 对 Bacillus subtilis σB 电路实施一个随机数学模型.
- 在不同的输入路径激活强度和噪声特性下分析电路动力学.
- 模型预测与现有的单细胞实验观测的比较.
主要成果:
- 核心 σB 电路可以产生随机脉冲和决定性的单脉冲响应.
- 输入路径激活的程度是响应类型的主要决定因素.
- 输入通路的噪声特征也会影响系统对特定输出的偏差.
结论:
- 基因电路输出动力学可能是非直观的,随着随机性和决定性来自同一个核心电路.
- 输入路径属性决定了基因电路是否表现出噪音或精确的反应.
- 随机建模是揭示复杂基因电路行为背后的机制的强大工具.
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