Literature DB >> 15763562

The dynamic systems approach to control and regulation of intracellular networks.

Olaf Wolkenhauer1, Mukhtar Ullah, Peter Wellstead, Kwang-Hyun Cho.   

Abstract

Systems theory and cell biology have enjoyed a long relationship that has received renewed interest in recent years in the context of systems biology. The term 'systems' in systems biology comes from systems theory or dynamic systems theory: systems biology is defined through the application of systems- and signal-oriented approaches for an understanding of inter- and intra-cellular dynamic processes. The aim of the present text is to review the systems and control perspective of dynamic systems. The biologist's conceptual framework for representing the variables of a biochemical reaction network, and for describing their relationships, are pathway maps. A principal goal of systems biology is to turn these static maps into dynamic models, which can provide insight into the temporal evolution of biochemical reaction networks. Towards this end, we review the case for differential equation models as a 'natural' representation of causal entailment in pathways. Block-diagrams, commonly used in the engineering sciences, are introduced and compared to pathway maps. The stimulus-response representation of a molecular system is a necessary condition for an understanding of dynamic interactions among the components that make up a pathway. Using simple examples, we show how biochemical reactions are modelled in the dynamic systems framework and visualized using block-diagrams.

Mesh:

Year:  2005        PMID: 15763562     DOI: 10.1016/j.febslet.2005.02.008

Source DB:  PubMed          Journal:  FEBS Lett        ISSN: 0014-5793            Impact factor:   4.124


  11 in total

1.  Branch formation during organ development.

Authors:  Nikolce Gjorevski; Celeste M Nelson
Journal:  Wiley Interdiscip Rev Syst Biol Med       Date:  2010 Nov-Dec

2.  CD36-dependent regulation of muscle FoxO1 and PDK4 in the PPAR delta/beta-mediated adaptation to metabolic stress.

Authors:  Zaher Nahlé; Michael Hsieh; Terri Pietka; Chris T Coburn; Paul A Grimaldi; Michael Q Zhang; Debopriya Das; Nada A Abumrad
Journal:  J Biol Chem       Date:  2008-02-28       Impact factor: 5.157

3.  Modelling molecular interaction pathways using a two-stage identification algorithm.

Authors:  Padhraig Gormley; Kang Li; George W Irwin
Journal:  Syst Synth Biol       Date:  2008-03-04

4.  The role of dynamic stimulation pattern in the analysis of bistable intracellular networks.

Authors:  Thomas Millat; Sree N Sreenath; Radina P Soebiyanto; Jayant Avva; Kwang-Hyun Cho; Olaf Wolkenhauer
Journal:  Biosystems       Date:  2008-04-04       Impact factor: 1.973

5.  Systematic calibration of a cell signaling network model.

Authors:  Kyoung Ae Kim; Sabrina L Spencer; John G Albeck; John M Burke; Peter K Sorger; Suzanne Gaudet; Do Hyun Kim
Journal:  BMC Bioinformatics       Date:  2010-04-23       Impact factor: 3.169

6.  Novel metaheuristic for parameter estimation in nonlinear dynamic biological systems.

Authors:  Maria Rodriguez-Fernandez; Jose A Egea; Julio R Banga
Journal:  BMC Bioinformatics       Date:  2006-11-02       Impact factor: 3.169

7.  Reverse-engineering post-transcriptional regulation of gap genes in Drosophila melanogaster.

Authors:  Kolja Becker; Eva Balsa-Canto; Damjan Cicin-Sain; Astrid Hoermann; Hilde Janssens; Julio R Banga; Johannes Jaeger
Journal:  PLoS Comput Biol       Date:  2013-10-31       Impact factor: 4.475

8.  Causality, mediation and time: a dynamic viewpoint.

Authors:  Odd O Aalen; Kjetil Røysland; Jon Michael Gran; Bruno Ledergerber
Journal:  J R Stat Soc Ser A Stat Soc       Date:  2012-10       Impact factor: 2.483

9.  Differential dynamic properties of scleroderma fibroblasts in response to perturbation of environmental stimuli.

Authors:  Momiao Xiong; Frank C Arnett; Xinjian Guo; Hao Xiong; Xiaodong Zhou
Journal:  PLoS One       Date:  2008-02-27       Impact factor: 3.240

Review 10.  Optimization in computational systems biology.

Authors:  Julio R Banga
Journal:  BMC Syst Biol       Date:  2008-05-28
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