Suppr超能文献

识别生化网络中随机跃迁的动力学瓶颈。

Identifying dynamical bottlenecks of stochastic transitions in biochemical networks.

机构信息

Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

出版信息

Phys Rev Lett. 2012 Feb 3;108(5):058102. doi: 10.1103/PhysRevLett.108.058102. Epub 2012 Jan 30.

Abstract

In biochemical networks, identifying key proteins and protein-protein reactions that regulate fluctuation-driven transitions leading to pathological cellular function is an important challenge. Using large deviation theory, we develop a semianalytical method to determine how changes in protein expression and rate parameters of protein-protein reactions influence the rate of such transitions. Our formulas agree well with computationally costly direct simulations and are consistent with experiments. Our approach reveals qualitative features of key reactions that regulate stochastic transitions.

摘要

在生化网络中,确定调节波动驱动的转变、导致病理性细胞功能的关键蛋白质和蛋白质-蛋白质反应是一个重要的挑战。我们使用大偏差理论,开发了一种半解析方法来确定蛋白质表达的变化和蛋白质-蛋白质反应的速率参数如何影响这种转变的速率。我们的公式与计算成本高的直接模拟吻合得很好,并且与实验一致。我们的方法揭示了调节随机转变的关键反应的定性特征。

相似文献

1
Identifying dynamical bottlenecks of stochastic transitions in biochemical networks.识别生化网络中随机跃迁的动力学瓶颈。
Phys Rev Lett. 2012 Feb 3;108(5):058102. doi: 10.1103/PhysRevLett.108.058102. Epub 2012 Jan 30.
3
Stochastic hybrid systems for studying biochemical processes.用于研究生物化学过程的随机混合系统。
Philos Trans A Math Phys Eng Sci. 2010 Nov 13;368(1930):4995-5011. doi: 10.1098/rsta.2010.0211.
4
pSSAlib: The partial-propensity stochastic chemical network simulator.pSSAlib:部分倾向随机化学网络模拟器。
PLoS Comput Biol. 2017 Dec 4;13(12):e1005865. doi: 10.1371/journal.pcbi.1005865. eCollection 2017 Dec.
5
Sensitivity summation theorems for stochastic biochemical reaction systems.随机生化反应系统的灵敏度加和定理。
Math Biosci. 2010 Aug;226(2):109-19. doi: 10.1016/j.mbs.2010.04.004. Epub 2010 May 4.
7
Adiabatic coarse-graining and simulations of stochastic biochemical networks.随机生化网络的绝热粗粒化与模拟
Proc Natl Acad Sci U S A. 2009 Jun 30;106(26):10546-51. doi: 10.1073/pnas.0809340106. Epub 2009 Jun 12.

本文引用的文献

1
Determining the stability of genetic switches: explicitly accounting for mRNA noise.确定遗传开关的稳定性:明确考虑 mRNA 噪声。
Phys Rev Lett. 2011 Jun 17;106(24):248102. doi: 10.1103/PhysRevLett.106.248102. Epub 2011 Jun 14.
4
Enhanced sampling of nonequilibrium steady states.非平衡稳态的增强采样
Annu Rev Phys Chem. 2010;61:441-59. doi: 10.1146/annurev.physchem.012809.103433.
7
Extinction rate fragility in population dynamics.
Phys Rev Lett. 2009 Aug 7;103(6):068101. doi: 10.1103/PhysRevLett.103.068101. Epub 2009 Aug 4.

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