4.4 Article

Modular bond-graph modelling and analysis of biomolecular systems

期刊

IET SYSTEMS BIOLOGY
卷 10, 期 5, 页码 187-201

出版社

INST ENGINEERING TECHNOLOGY-IET
DOI: 10.1049/iet-syb.2015.0083

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

资金

  1. Melbourne School of Engineering
  2. Australian Research Council Centre of Excellence in Convergent Bio-Nano Science and Technology [CE140100036]
  3. Virtual Physiological Rat Centre for the Study of Physiology and Genomics - NIH [P50-GM094503]

向作者/读者索取更多资源

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.

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