Modeling the effect of cell division on genetic oscillators

被引:23
作者
Gonze, Didier [1 ]
机构
[1] Univ Libre Brussels, Unite Chronobiol Theor, Fac Sci, B-1050 Brussels, Belgium
关键词
Genetic oscillations; Stochastic simulation; Cell division; Repressilator; CIRCADIAN-RHYTHMS; ESCHERICHIA-COLI; POPULATION DYNAMICS; MOLECULAR NOISE; BACTERIAL-CELL; SINGLE CELLS; CYANOBACTERIA; FEEDBACK; EXPRESSION; GROWTH;
D O I
10.1016/j.jtbi.2013.02.001
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Many genetic oscillators (circadian clocks, synthetic oscillators) continue to oscillate across the cell division cycle. Since cell divisions create discontinuities in the dynamics of genetic oscillators the question about the resilience of oscillations and the factors that contribute to the robustness of the oscillations may be raised. We study here, through stochastic simulations, the effect of the cell division cycle on genetic oscillations using the Repressilator-a genetic oscillator developed in the context of synthetic biology. We consider intrinsic noise (molecular noise due to the limited number of molecules) and extrinsic noise (variability in the cell division time and in the partition of the molecules into daughter cells, cell-cell variability in kinetic parameters, etc). Our numerical simulations show that, although noisy, oscillations are quite resilient to cell division and that cell-cell heterogeneity may be the main source of variability observed experimentally. Finally, similar simulations performed with another model, the Goodwin model, show that oscillations may be entrained and synchronized by cell division. This highlights the influence of the clock architecture on the robustness of genetic oscillations. Our approach provides a general framework to study the effect of cell division on dynamical systems and several possible extensions are described. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:22 / 33
页数:12
相关论文
共 47 条
[1]  
Asato Y, 2005, CURR ISSUES MOL BIOL, V7, P109
[2]   Biological rhythms - Circadian clocks limited by noise [J].
Barkai, N ;
Leibler, S .
NATURE, 2000, 403 (6767) :267-268
[3]   Circadian rhythms from multiple oscillators: Lessons from diverse organisms [J].
Bell-Pedersen, D ;
Cassone, VM ;
Earnest, DJ ;
Golden, SS ;
Hardin, PE ;
Thomas, TL ;
Zoran, MJ .
NATURE REVIEWS GENETICS, 2005, 6 (07) :544-556
[4]   Pole Age Affects Cell Size and the Timing of Cell Division in Methylobacterium extorquens AM1 [J].
Bergmiller, Tobias ;
Ackermann, Martin .
JOURNAL OF BACTERIOLOGY, 2011, 193 (19) :5216-5221
[5]  
BREMER H, 1982, J GEN MICROBIOL, V128, P2865
[6]   A STOCHASTIC-PROCESS DETERMINES THE TIME AT WHICH CELL-DIVISION BEGINS IN ESCHERICHIA-COLI [J].
BREMER, H .
JOURNAL OF THEORETICAL BIOLOGY, 1986, 118 (03) :351-365
[7]   Interplay between Intrinsic Noise and the Stochasticity of the Cell Cycle in Bacterial Colonies [J].
Canela-Xandri, Oriol ;
Sagues, Francesc ;
Buceta, Javier .
BIOPHYSICAL JOURNAL, 2010, 98 (11) :2459-2468
[8]   Dynamics of gene regulatory networks with cell division cycle [J].
Chen, LN ;
Wang, RQ ;
Kobayashi, TJ ;
Aihara, K .
PHYSICAL REVIEW E, 2004, 70 (01) :13
[9]   Cell cycle-dependent variations in protein concentration [J].
Cookson, Natalie A. ;
Cookson, Scott W. ;
Tsimring, Lev S. ;
Hasty, Jeff .
NUCLEIC ACIDS RESEARCH, 2010, 38 (08) :2676-2681
[10]   A synthetic oscillatory network of transcriptional regulators [J].
Elowitz, MB ;
Leibler, S .
NATURE, 2000, 403 (6767) :335-338