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生物分子系统的模块化键合图建模与分析

Modular bond-graph modelling and analysis of biomolecular systems.

作者信息

Gawthrop Peter J, Crampin Edmund J

机构信息

Centre for Systems Genomics, University of Melbourne, Victoria 3010, Australia.

ARC Centre of Excellence in Convergent Bio-Nano Science, Melbourne School of Engineering, University of Melbourne, Victoria 3010, Australia.

出版信息

IET Syst Biol. 2016 Oct;10(5):187-201. doi: 10.1049/iet-syb.2015.0083.

Abstract

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 rôle 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.

摘要

键合图可用于构建生物分子系统的热力学兼容层次模型。由于键合图已被广泛用于工程系统的建模、分析和综合,本研究表明它们在生物分子系统的建模、分析和综合中可以发挥同样的作用。确定了生物分子系统产生的键合图的特殊结构,并用于阐明热力学封闭系统和开放系统之间的关系。这些键合图所隐含的动力学的方框图表示用于揭示隐含的反馈结构,并进行线性化处理以允许应用控制理论方法。研究了两种模块化概念:保留物理正确性的计算模块化和保留模块行为(如超敏感性)的行为模块化。键合图不仅提供计算模块化,还提供行为模块化的自然表述,并揭示追溯性的来源。结果表明,一种减少追溯性从而减少模块间相互作用的键合图方法需要一种如ATP⇌ADP + Pi反应所提供的电源。丝裂原活化蛋白激酶级联反应(Raf-MEK-ERK途径)用作说明性示例。

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本文引用的文献

1
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Proc Math Phys Eng Sci. 2014 Nov 8;470(2171):20140459. doi: 10.1098/rspa.2014.0459.
2
A reappraisal of how to build modular, reusable models of biological systems.
PLoS Comput Biol. 2014 Oct 2;10(10):e1003849. doi: 10.1371/journal.pcbi.1003849. eCollection 2014 Oct.
6
7
Data-driven modeling reconciles kinetics of ERK phosphorylation, localization, and activity states.
Mol Syst Biol. 2014 Jan 30;10(1):718. doi: 10.1002/msb.134708. Print 2014.
8
Retroactivity controls the temporal dynamics of gene transcription.
ACS Synth Biol. 2013 Aug 16;2(8):431-41. doi: 10.1021/sb300098w. Epub 2013 Mar 7.
9
Feedback motif for the pathogenesis of Parkinson's disease.
IET Syst Biol. 2012 Jun;6(3):86-93. doi: 10.1049/iet-syb.2011.0076.
10
A neuro-immune model of Myalgic Encephalomyelitis/Chronic fatigue syndrome.
Metab Brain Dis. 2013 Dec;28(4):523-40. doi: 10.1007/s11011-012-9324-8. Epub 2012 Jun 21.

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