In this work we study the optimization of a polyhydroxyalkanoates (PHA) production process by mixed cultures based on a detailed hybrid metabolic model. The metabolic network under consideration was first decomposed into its fundamental pathways using the elementary flux modes (EFM) technique. Then, a dynamical hybrid semi-parametric model was formulated, which allowed to identify the EFM kinetics from experimental data of 7 batch runs. The EFM fluxes were interpreted in terms of metabolic consistency. The final model allowed to characterize the metabolism dynamics, namely of how the relative weight of pathways evolves in time in a typical batch or fed-batch run. The present technique is a step forward for the integration of systems biology and bioprocess control.
|Journal||17th European Symposium on Computer Aided Process Engineering|
|Publication status||Published - 1 Jan 2007|
Oehmen, A. M., Lemos, P. A. D. C., Reis, M. D. C. F. M., & Oliveira, R. M. F. (2007). Development and implementation of a non-parametric/metabolic model in the process optimisation of PHA production by mixed microbial cultures. 17th European Symposium on Computer Aided Process Engineering, 24(NA), 995-1000.