A systems- and signal-oriented approach to intracellular dynamics

被引:35
作者
Wolkenhauer, O
Sreenath, SN
Wellstead, P
Ullah, M
Cho, KH
机构
[1] Univ Rostock, Syst Biol & Bioinformat Grp, Dept Comp Sci, D-18059 Rostock, Germany
[2] Case Western Reserve Univ, Syst Biol Ctr Excellence Initiat, Dept Elect Engn & Comp Sci, Cleveland, OH 44106 USA
[3] Hamilton Inst, Maynooth, Kildare, Ireland
[4] Seoul Natl Univ, Coll Med, Seoul 151818, South Korea
[5] Seoul Natl Univ, Korea BioMAX Ctr, Seoul 151818, South Korea
关键词
biochemical reaction network; dynamics; feedback; pathway; regulation; systems biology;
D O I
10.1042/BST0330507
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
A mathematical understanding of regulation, and, in particular, the role of feedback, has been central to the advance of the physical sciences and technology. in this article, the framework provided by systems biology is used to argue that the same can be true for molecular biology. In particular, and using basic modular methods of mathematical modelling which are standard in control theory, a set of dynamic models is developed for some illustrative cell signalling processes. These models, supported by recent experimental evidence, are used to argue that a control theoretical approach to the mechanisms of feedback in intracellular signalling is central to furthering our understanding of molecular communication. As a specific example, a MAR (mitogen-activated protein kinase) signalling pathway is used to show how potential feedback mechanisms in the signalling process can be investigated in a simulated environment. Such 'what if' modelling/simulation studies have been an integral part of physical science research for many years. Using tools of control systems analysis, as embodied in the disciplines of systems biology, similar predictive modelling/simulation studies are now bearing fruit in cell signalling research.
引用
收藏
页码:507 / 515
页数:9
相关论文
共 33 条
[11]  
Goldbeter A., 1996, BIOCH OSCILLATIONS C
[12]   MATHEMATICS OF CELLULAR CONTROL PROCESSES .I. NEGATIVE FEEDBACK TO 1 GENE [J].
GRIFFITH, JS .
JOURNAL OF THEORETICAL BIOLOGY, 1968, 20 (02) :202-&
[13]  
Guckenheimer J., 1983, NONLINEAR OSCILLATIO, V42
[14]   Computational studies of gene regulatory networks:: In numero molecular biology [J].
Hasty, J ;
McMillen, D ;
Isaacs, F ;
Collins, JJ .
NATURE REVIEWS GENETICS, 2001, 2 (04) :268-279
[15]   Mathematical models of protein kinase signal transduction [J].
Heinrich, R ;
Neel, BG ;
Rapoport, TA .
MOLECULAR CELL, 2002, 9 (05) :957-970
[16]   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
[17]   Ultrasensitivity in the mitogen-activated protein kinase cascade [J].
Huang, CYF ;
Ferrell, JE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (19) :10078-10083
[18]   Negative feedback and ultrasensitivity can bring about oscillations in the mitogen-activated protein kinase cascades [J].
Kholodenko, BN .
EUROPEAN JOURNAL OF BIOCHEMISTRY, 2000, 267 (06) :1583-1588
[19]   Untangling the wires: A strategy to trace functional interactions in signaling and gene networks [J].
Kholodenko, BN ;
Kiyatkin, A ;
Bruggeman, FJ ;
Sontag, E ;
Westerhoff, HV ;
Hoek, JB .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (20) :12841-12846
[20]   Meaningful relationships: the regulation of the Ras/Raf/MEK/ERK pathway by protein interactions [J].
Kolch, W .
BIOCHEMICAL JOURNAL, 2000, 351 :289-305