SBML to bond graphs: from conversion to composition
Abstract
The Systems Biology Markup Language (SBML) is a popular software-independent XML-based format for describing models of biological phenomena. The BioModels Database is the largest online repository of SBML models. Several tools and platforms are available to support the reuse and composition of SBML models. However, these tools do not explicitly assess whether models are physically plausibile or thermodynamically consistent. This often leads to ill-posed models that are physically impossible, impeding the development of realistic complex models in biology. Here, we present a framework that can automatically convert SBML models into bond graphs, which imposes energy conservation laws on these models. The new bond graph models are easily mergeable, resulting in physically plausible coupled models. We illustrate this by automatically converting and coupling a model of pyruvate distribution to a model of the pentose phosphate pathway. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=113 SRC="FIGDIR/small/493355v1_ufig1.gif" ALT="Figure 1"> View larger version (24K): org.highwire.dtl.DTLVardef@16f5998org.highwire.dtl.DTLVardef@1630beborg.highwire.dtl.DTLVardef@1a37309org.highwire.dtl.DTLVardef@1d582df_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LIA framework to convert suitable SBML models of biochemical networks into bond graphs is developed. C_LIO_LIThe framework is applied here to two interconnecting models of metabolism pathways. C_LIO_LIWe automatically integrate the generated bond graph modules. C_LIO_LIWe qualitatively illustrate the functionality of the composed model. C_LI
02 /Specification & Classification
Click any tag to browse matching papersReproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- BondGraphs.jl: Composable energy-based modelling in systems biology
Joshua Forrest, Vijay Rajagopal, … Michael Pan·BioinformaticsPeer-reviewed·Sep 19, 2023
- Analysing and simulating energy-based models in biology using BondGraphTools
Peter Cudmore, Michael Pan, … Edmund J. Crampin·The European Physical Journal EPeer-reviewed·Dec 1, 2021
- Modular assembly of dynamic models in systems biology
Michael Pan, P.J. Gawthrop, … Edmund J. Crampin·PLoS Computational BiologyPeer-reviewed·Oct 13, 2021
- Hierarchical semantic composition of biosimulation models using bond graphs
N. Shahidi, M. Pan, … D. P. Nickerson·bioRxiv·Mar 9, 2021
- A portable library to support the SBML Layout Extension
J Kyle Medley, Kiri Choi, Herbert M Sauro·bioRxiv·Jan 5, 2016
- Dynamic Flux Balance Analysis Models in SBML
Matthias König, Leandro H. Watanabe, … Chris John Myers·bioRxiv·Mar 28, 2022