Determining the Stability of Genetic Switches: Explicitly Accounting for mRNA Noise

被引:107
作者
Assaf, Michael [1 ]
Roberts, Elijah [2 ]
Luthey-Schulten, Zaida [1 ,2 ]
机构
[1] Univ Illinois, Dept Phys, Urbana, IL 61801 USA
[2] Univ Illinois, Dept Chem, Urbana, IL 61801 USA
基金
美国国家科学基金会;
关键词
REGULATORY NETWORKS; EXPRESSION; FLUCTUATIONS; CELL;
D O I
10.1103/PhysRevLett.106.248102
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Cells use genetic switches to shift between alternate gene-expression states, e. g., to adapt to new environments or to follow a developmental pathway. Here, we study the dynamics of switching in a generic-feedback on-off switch. Unlike protein-only models, we explicitly account for stochastic fluctuations of mRNA, which have a dramatic impact on switch dynamics. Employing the WKB theory to treat the underlying chemical master equations, we obtain accurate results for the quasistationary distributions of mRNA and protein copy numbers and for the mean switching time, starting from either state. Our analytical results agree well with Monte Carlo simulations. Importantly, one can use the approach to study the effect of varying biological parameters on switch stability.
引用
收藏
页数:4
相关论文
共 28 条
[1]  
[Anonymous], 1999, ADV MATH METHODS SCI, DOI DOI 10.1007/978-1-4757-3069-2
[2]   Spectral theory of metastability and extinction in birth-death systems [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW LETTERS, 2006, 97 (20)
[3]   Extinction of metastable stochastic populations [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW E, 2010, 81 (02)
[4]   Noise enhanced persistence in a biochemical regulatory network with feedback control [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW LETTERS, 2008, 100 (05)
[5]   Spectral theory of metastability and extinction in a branching-annihilation reaction [J].
Assaf, Michael ;
Meerson, Baruch .
PHYSICAL REVIEW E, 2007, 75 (03)
[6]   Epigenetics as a first exit problem [J].
Aurell, E ;
Sneppen, K .
PHYSICAL REVIEW LETTERS, 2002, 88 (04) :4-481014
[7]   A stochastic single-molecule event triggers phenotype switching of a bacterial cell [J].
Choi, Paul J. ;
Cai, Long ;
Frieda, Kirsten ;
Xie, Sunney .
SCIENCE, 2008, 322 (5900) :442-446
[8]   LARGE FLUCTUATIONS AND OPTIMAL PATHS IN CHEMICAL-KINETICS [J].
DYKMAN, MI ;
MORI, E ;
ROSS, J ;
HUNT, PM .
JOURNAL OF CHEMICAL PHYSICS, 1994, 100 (08) :5735-5750
[9]   Stochastic gene expression in a single cell [J].
Elowitz, MB ;
Levine, AJ ;
Siggia, ED ;
Swain, PS .
SCIENCE, 2002, 297 (5584) :1183-1186
[10]   Switching rates of multistep reactions [J].
Escudero, Carlos ;
Kamenev, Alex .
PHYSICAL REVIEW E, 2009, 79 (04)