Coherent coupling of feedback loops: a design principle of cell signaling networks

被引:46
作者
Kwon, Yung-Keun [3 ]
Cho, Kwang-Hyun [1 ,2 ]
机构
[1] Korea Adv Inst Sci & Technol, Dept Bio & Brain Engn, Taejon 305701, South Korea
[2] Korea Adv Inst Sci & Technol, KI BioCentury, Taejon 305701, South Korea
[3] Univ Ulsan, Sch Comp Sci & Informat Technol, Ulsan 680749, South Korea
关键词
D O I
10.1093/bioinformatics/btn337
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation:It is widely accepted that cell signaling networks have been evolved to be robust against perturbations. To investigate the topological characteristics resulting in such robustness, we have examined large-scale signaling networks and found that a number of feedback loops are present mostly in coupled structures. In particular, the coupling was made in a coherent way implying that same types of feedback loops are interlinked together. Results: We have investigated the role of such coherently coupled feedback loops through extensive Boolean network simulations and found that a high proportion of coherent couplings can enhance the robustness of a network against its state perturbations. Moreover, we found that the robustness achieved by coherently coupled feedback loops can be kept evolutionarily stable. All these results imply that the coherent coupling of feedback loops might be a design principle of cell signaling networks devised to achieve the robustness.
引用
收藏
页码:1926 / 1932
页数:7
相关论文
共 32 条
[1]   Robustness in bacterial chemotaxis [J].
Alon, U ;
Surette, MG ;
Barkai, N ;
Leibler, S .
NATURE, 1999, 397 (6715) :168-171
[2]   Generation of oscillations by the p53-Mdm2 feedback loop: A theoretical and experimental study [J].
Bar-Or, RL ;
Maya, R ;
Segel, LA ;
Alon, U ;
Levine, AJ ;
Oren, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) :11250-11255
[3]   MAP kinase phosphatase as a locus of flexibility in a mitogen-activated protein kinase signaling network [J].
Bhalla, US ;
Ram, PT ;
Iyengar, R .
SCIENCE, 2002, 297 (5583) :1018-1023
[4]   Power-law distributions in some random Boolean networks [J].
Bhattacharjya, A ;
Liang, SD .
PHYSICAL REVIEW LETTERS, 1996, 77 (08) :1644-1647
[5]   Robustness can evolve gradually in complex regulatory gene networks with varying topology [J].
Ciliberti, Stefano ;
Martin, Olivier C. ;
Wagner, Andreas .
PLOS COMPUTATIONAL BIOLOGY, 2007, 3 (02) :164-173
[6]   The biochemical basis of an all-or-none cell fate switch in Xenopus oocytes [J].
Ferrell, JE ;
Machleder, EM .
SCIENCE, 1998, 280 (5365) :895-898
[7]   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
[8]   Cell fates as high-dimensional attractor states of a complex gene regulatory network [J].
Huang, S ;
Eichler, G ;
Bar-Yam, Y ;
Ingber, DE .
PHYSICAL REVIEW LETTERS, 2005, 94 (12)
[9]   Topology and robustness in the Drosophila segment polarity network [J].
Ingolia, NT .
PLOS BIOLOGY, 2004, 2 (06) :805-815
[10]   METABOLIC STABILITY AND EPIGENESIS IN RANDOMLY CONSTRUCTED GENETIC NETS [J].
KAUFFMAN, SA .
JOURNAL OF THEORETICAL BIOLOGY, 1969, 22 (03) :437-&