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Modeling and optimization of hairy root growth in fed-batch process.
- Source :
-
Biotechnology progress [Biotechnol Prog] 2010 May-Jun; Vol. 26 (3), pp. 847-56. - Publication Year :
- 2010
-
Abstract
- This article proposes a feeding strategy based on a kinetic model to enhance hairy roots growth. A new approach for modeling hairy root growth is used, considering that there is no nutrient limitation thanks to an appropriate feeding, and the intracellular pools are supposed to be always saturated. Thus, the model describes the specific growth rate from extracellular concentration of the major nutrients and nutrient uptakes depend on biomass growth. An optimized feeding strategy was determined thanks to the model to maintain the major nutrient levels at their optimum assuming optimal initial concentrations. The optimal feed rate is computed in open loop using kinetic model prediction or in closed loop using conductivity measurements to estimate biomass growth. Datura innoxia was chosen as the model culture system. Shake flask cultures were used to calibrate the model. Finally, cultures in bioreactor were performed to validate the model and the control laws.<br /> (Copyright 2010 American Institute of Chemical Engineers)
- Subjects :
- Algorithms
Biomass
Computer Simulation
Culture Media chemistry
Culture Media metabolism
Datura metabolism
Kinetics
Plant Roots metabolism
Regression Analysis
Reproducibility of Results
Bioreactors
Datura growth & development
Models, Biological
Plant Roots growth & development
Tissue Culture Techniques methods
Subjects
Details
- Language :
- English
- ISSN :
- 1520-6033
- Volume :
- 26
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- Biotechnology progress
- Publication Type :
- Academic Journal
- Accession number :
- 20187141
- Full Text :
- https://doi.org/10.1002/btpr.388