Modular bond-graph modelling and analysis of biomolecular systems

被引:29
作者
Gawthrop, Peter J. [1 ,2 ,3 ]
Crampin, Edmund J. [1 ,3 ,4 ,5 ,6 ]
机构
[1] Univ Melbourne, Melbourne Sch Engn, Syst Biol Lab, Melbourne, Vic 3010, Australia
[2] Univ Melbourne, Melbourne Sch Engn, Dept Elect & Elect Engn, Melbourne, Vic 3010, Australia
[3] Univ Melbourne, Ctr Syst Genom, Melbourne, Vic 3010, Australia
[4] Univ Melbourne, Sch Math & Stat, Melbourne, Vic 3010, Australia
[5] Univ Melbourne, Sch Med, Melbourne, Vic 3010, Australia
[6] Univ Melbourne, Melbourne Sch Engn, ARC Ctr Excellence Convergent Bionano Sci, Melbourne, Vic 3010, Australia
基金
澳大利亚研究理事会;
关键词
molecular biophysics; bond graphs; hierarchical systems; thermodynamics; enzymes; physiological models; biology computing; signalling networks; behavioural modularity; Michaelis-Menten kinetics; Raf-MEK-ERK pathway; mitogen-activated protein kinase cascade; ATPADP plus Pi reaction; intermodule interaction; retroactivity; computational modularity; block diagram representations; thermodynamically-compliant hierarchical models; biomolecular systems; modular bond-graph modelling; FEEDBACK; NETWORKS; ULTRASENSITIVITY; THERMODYNAMICS; COMPLEXITY; DYNAMICS;
D O I
10.1049/iet-syb.2015.0083
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Bond graphs can be used to build thermodynamically-compliant hierarchical models of biomolecular systems. As bond graphs have been widely used to model, analyse and synthesise engineering systems, this study suggests that they can play the same role in the modelling, analysis and synthesis of biomolecular systems. The particular structure of bond graphs arising from biomolecular systems is established and used to elucidate the relation between thermodynamically closed and open systems. Block diagram representations of the dynamics implied by these bond graphs are used to reveal implicit feedback structures and are linearised to allow the application of control-theoretical methods. Two concepts of modularity are examined: computational modularity where physical correctness is retained and behavioural modularity where module behaviour (such as ultrasensitivity) is retained. As well as providing computational modularity, bond graphs provide a natural formulation of behavioural modularity and reveal the sources of retroactivity. A bond graph approach to reducing retroactivity, and thus inter-module interaction, is shown to require a power supply such as that provided by the ATP ADP + Pi reaction. The mitogen-activated protein kinase cascade (Raf-MEK-ERK pathway) is used as an illustrative example.
引用
收藏
页码:187 / 201
页数:15
相关论文
共 81 条
[41]  
Karnopp D. C., 2012, ENGINEERINGPRO COLLE
[42]  
Keener J. P., 2009, MATH PHYSL CELLULAR, V1, P21
[43]   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
[44]   When kinases meet mathematics: the systems biology of MAPK signalling [J].
Kolch, W ;
Calder, M ;
Gilbert, D .
FEBS LETTERS, 2005, 579 (08) :1891-1895
[45]   Cell signaling pathways as control modules: Complexity for simplicity? [J].
Lauffenburger, DA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (10) :5031-5033
[46]   Metabolic Cancer Biology: Structural-based analysis of cancer as a metabolic disease, new sights and opportunities for disease treatment [J].
Masoudi-Nejad, Ali ;
Asgari, Yazdan .
SEMINARS IN CANCER BIOLOGY, 2015, 30 :21-29
[47]   ALLOSTERIC PROTEINS AND CELLULAR CONTROL SYSTEMS [J].
MONOD, J ;
CHANGEUX, JP ;
JACOB, F .
JOURNAL OF MOLECULAR BIOLOGY, 1963, 6 (04) :306-&
[48]   A neuro-immune model of Myalgic Encephalomyelitis/Chronic fatigue syndrome [J].
Morris, Gerwyn ;
Maes, Michael .
METABOLIC BRAIN DISEASE, 2013, 28 (04) :523-540
[49]  
Mukherjee A, 2006, Bond graph in modeling, simulation and fault identification
[50]  
Nakakuki Takashi, 2015, SICE Journal of Control, Measurement, and System Integration, V8, P99