Superstability of the yeast cell-cycle dynamics: Ensuring causality in the presence of biochemical stochasticity

被引:51
作者
Braunewell, Stefan [1 ]
Bornholdt, Stefan [1 ]
机构
[1] Univ Bremen, Inst Theoret Phys, D-28359 Bremen, Germany
关键词
gene regulatory network; yeast cell cycle; Boolean models; computer simulations; robustness; REGULATORY NETWORKS; BIOLOGICAL NETWORKS; TOPOLOGY; ROBUSTNESS; SIMULATION; EXPRESSION; STABILITY; GENES; MODEL;
D O I
10.1016/j.jtbi.2006.11.012
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Gene regulatory dynamics are governed by molecular processes and therefore exhibits an inherent stochasticity. However, for the survival of an organism it is a strict necessity that this intrinsic noise does not prevent robust functioning of the system. It is still an open question how dynamical stability is achieved in biological systems despite the omnipresent fluctuations. In this paper we investigate the cell cycle of the budding yeast Saccharomyces cerevisiae as an example of a well-studied organism. We study a genetic network model of 11 genes that coordinate the cell-cycle dynamics using a modeling framework which generalizes the concept of discrete threshold dynamics. By allowing for fluctuations in the process times, we introduce noise into the model, accounting for the effects of biochemical stochasticity. We study the dynamical attractor of the cell cycle and find a remarkable robustness against fluctuations of this kind. We identify mechanisms that ensure reliability in spite of fluctuations: 'Catcher states' and persistence of activity levels contribute significantly to the stability of the yeast cell cycle despite the inherent stochasticity. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:638 / 643
页数:6
相关论文
共 29 条
[11]   CLASSIFICATION OF BIOLOGICAL NETWORKS BY THEIR QUALITATIVE DYNAMICS [J].
GLASS, L .
JOURNAL OF THEORETICAL BIOLOGY, 1975, 54 (01) :85-107
[12]   Oscillatory expression of the bHLH factor Hes1 regulated by a negative feedback loop [J].
Hirata, H ;
Yoshiura, S ;
Ohtsuka, T ;
Bessho, Y ;
Harada, T ;
Yoshikawa, K ;
Kageyama, R .
SCIENCE, 2002, 298 (5594) :840-843
[13]   Genetic networks with canalyzing Boolean rules are always stable [J].
Kauffman, S ;
Peterson, C ;
Samuelsson, B ;
Troein, C .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (49) :17102-17107
[14]   METABOLIC STABILITY AND EPIGENESIS IN RANDOMLY CONSTRUCTED GENETIC NETS [J].
KAUFFMAN, SA .
JOURNAL OF THEORETICAL BIOLOGY, 1969, 22 (03) :437-&
[15]   Biological robustness [J].
Kitano, H .
NATURE REVIEWS GENETICS, 2004, 5 (11) :826-837
[16]   Stable and unstable attractors in Boolean networks [J].
Klemm, K ;
Bornholdt, S .
PHYSICAL REVIEW E, 2005, 72 (05)
[17]   Topology of biological networks and reliability of information processing [J].
Klemm, K ;
Bornholdt, S .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (51) :18414-18419
[18]   Transcriptional regulatory networks in Saccharomyces cerevisiae [J].
Lee, TI ;
Rinaldi, NJ ;
Robert, F ;
Odom, DT ;
Bar-Joseph, Z ;
Gerber, GK ;
Hannett, NM ;
Harbison, CT ;
Thompson, CM ;
Simon, I ;
Zeitlinger, J ;
Jennings, EG ;
Murray, HL ;
Gordon, DB ;
Ren, B ;
Wyrick, JJ ;
Tagne, JB ;
Volkert, TL ;
Fraenkel, E ;
Gifford, DK ;
Young, RA .
SCIENCE, 2002, 298 (5594) :799-804
[19]   The yeast cell-cycle network is robustly designed [J].
Li, FT ;
Long, T ;
Lu, Y ;
Ouyang, Q ;
Tang, C .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (14) :4781-4786
[20]   Stochastic mechanisms in gene expression [J].
McAdams, HH ;
Arkin, A .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1997, 94 (03) :814-819