Energy-based analysis of biochemical cycles using bond graphs
Open Access
- 8 November 2014
- journal article
- research article
- Published by The Royal Society in Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
- Vol. 470 (2171) , 20140459
Abstract
Thermodynamic aspects of chemical reactions have a long history in the physical chemistry literature. In particular, biochemical cycles require a source of energy to function. However, although fundamental, the role of chemical potential and Gibb's free energy in the analysis of biochemical systems is often overlooked leading to models which are physically impossible. The bond graph approach was developed for modelling engineering systems, where energy generation, storage and transmission are fundamental. The method focuses on how power flows between components and how energy is stored, transmitted or dissipated within components. Based on the early ideas of network thermodynamics, we have applied this approach to biochemical systems to generate models which automatically obey the laws of thermodynamics. We illustrate the method with examples of biochemical cycles. We have found that thermodynamically compliant models of simple biochemical cycles can easily be developed using this approach. In particular, both stoichiometric information and simulation models can be developed directly from the bond graph. Furthermore, model reduction and approximation while retaining structural and thermodynamic properties is facilitated. Because the bond graph approach is also modular and scaleable, we believe that it provides a secure foundation for building thermodynamically compliant models of large biochemical networks.Keywords
All Related Versions
This publication has 67 references indexed in Scilit:
- Modeling cardiac β-adrenergic signaling with normalized-Hill differential equations: comparison with a biochemical modelBMC Systems Biology, 2010
- Network Dynamics2009
- A Thermodynamic Model of the Cardiac Sarcoplasmic/Endoplasmic Ca2+ (SERCA) PumpBiophysical Journal, 2009
- A genome‐scale metabolic reconstruction for Escherichia coli K‐12 MG1655 that accounts for 1260 ORFs and thermodynamic informationMolecular Systems Biology, 2007
- Computational biology of cardiac myocytes: proposed standards for the physiomeJournal of Experimental Biology, 2007
- A Biophysical Model of the Mitochondrial Respiratory System and Oxidative PhosphorylationPLOS Computational Biology, 2005
- Thermodynamic constraints for biochemical networksJournal of Theoretical Biology, 2004
- The systems biology markup language (SBML): a medium for representation and exchange of biochemical network modelsBioinformatics, 2003
- Estimation and control of mechatronic systems using sensitivity bond graphsControl Engineering Practice, 2000
- Theory for the Systemic Definition of Metabolic Pathways and their use in Interpreting Metabolic Function from a Pathway-Oriented PerspectiveJournal of Theoretical Biology, 2000