Suppr超能文献

噪声和低水平动态可以协调多组分的赌注对冲机制。

Noise and low-level dynamics can coordinate multicomponent bet hedging mechanisms.

作者信息

Garcia-Bernardo Javier, Dunlop Mary J

机构信息

Department of Computer Science, University of Vermont, Burlington, Vermont.

School of Engineering, University of Vermont, Burlington, Vermont.

出版信息

Biophys J. 2015 Jan 6;108(1):184-93. doi: 10.1016/j.bpj.2014.11.048.

Abstract

To counter future uncertainty, cells can stochastically express stress response mechanisms to diversify their population and hedge against stress. This approach allows a small subset of the population to survive without the prohibitive cost of constantly expressing resistance machinery at the population level. However, expression of multiple genes in concert is often needed to ensure survival, requiring coordination of infrequent events across many downstream targets. This raises the question of how cells orchestrate the timing of multiple rare events without adding cost. To investigate this, we used a stochastic model to study regulation of downstream target genes by a transcription factor. We compared several upstream regulator profiles, including constant expression, pulsatile dynamics, and noisy expression. We found that pulsatile dynamics and noise are sufficient to coordinate expression of multiple downstream genes. Notably, this is true even when fluctuations in the upstream regulator are far below the dissociation constants of the regulated genes, as with infrequently activated genes. As an example, we simulated the dynamics of the multiple antibiotic resistance activator (MarA) and 40 diverse downstream genes it regulates, determining that low-level dynamics in MarA are sufficient to coordinate expression of resistance mechanisms. We also demonstrated that noise can play a similar coordinating role. Importantly, we found that these benefits are present without a corresponding increase in the population-level cost. Therefore, our model suggests that low-level dynamics or noise in a transcription factor can coordinate expression of multiple stress response mechanisms by engaging them simultaneously without adding to the overall cost.

摘要

为应对未来的不确定性,细胞可以随机表达应激反应机制,以使群体多样化并抵御应激。这种方法允许群体中的一小部分细胞存活,而无需在群体水平上持续表达抗性机制所带来的高昂成本。然而,通常需要多个基因协同表达才能确保存活,这就需要协调许多下游靶点上的罕见事件。这就引出了一个问题:细胞如何在不增加成本的情况下协调多个罕见事件的时间安排。为了研究这一问题,我们使用了一个随机模型来研究转录因子对下游靶基因的调控。我们比较了几种上游调节因子的模式,包括恒定表达、脉动动力学和噪声表达。我们发现脉动动力学和噪声足以协调多个下游基因的表达。值得注意的是,即使上游调节因子的波动远低于受调控基因的解离常数,对于不常被激活的基因也是如此,情况依然如此。例如,我们模拟了多重抗生素抗性激活因子(MarA)及其调控的40个不同下游基因的动力学,确定MarA的低水平动力学足以协调抗性机制的表达。我们还证明了噪声可以起到类似的协调作用。重要的是,我们发现这些益处的存在并没有伴随着群体水平成本的相应增加。因此,我们的模型表明,转录因子中的低水平动力学或噪声可以通过同时激活多个应激反应机制来协调它们的表达,而不会增加总体成本。

相似文献

6
Active degradation of MarA controls coordination of its downstream targets.MarA 的主动降解控制其下游靶标的协调。
PLoS Comput Biol. 2018 Dec 27;14(12):e1006634. doi: 10.1371/journal.pcbi.1006634. eCollection 2018 Dec.

引用本文的文献

1
Contributions of transcriptional noise to leukaemia evolution: KAT2A as a case-study.转录噪声对白血病进化的贡献:以KAT2A为例的研究
Philos Trans R Soc Lond B Biol Sci. 2024 Apr 22;379(1900):20230052. doi: 10.1098/rstb.2023.0052. Epub 2024 Mar 4.
4
Persistence as an Optimal Hedging Strategy.作为一种最优套期保值策略的持久性
Biophys J. 2021 Jan 5;120(1):133-142. doi: 10.1016/j.bpj.2020.11.2260. Epub 2020 Nov 28.

本文引用的文献

1
Coherent feedforward transcriptional regulatory motifs enhance drug resistance.相干前馈转录调控基序增强耐药性。
Phys Rev E Stat Nonlin Soft Matter Phys. 2014 May;89(5):052708. doi: 10.1103/PhysRevE.89.052708. Epub 2014 May 14.
4
Functional roles of pulsing in genetic circuits.脉冲在遗传回路中的功能作用。
Science. 2013 Dec 6;342(6163):1193-200. doi: 10.1126/science.1239999.

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验