1. Dynamic Metabolic Flux Analysis Demonstrated on Cultures Where the Limiting Substrate Is Changed from Carbon to Nitrogen and Vice Versa
- Author
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Ellen Van Horen, Erick Vandamme, Jo Maertens, Wim Soetaert, Gaspard Lequeux, Joeri Beauprez, and Peter A. Vanrolleghem
- Subjects
Work (thermodynamics) ,Time Factors ,Article Subject ,Nitrogen ,Health, Toxicology and Mutagenesis ,Lag ,lcsh:Biotechnology ,Cell Culture Techniques ,chemistry.chemical_element ,lcsh:Medicine ,Biology ,lcsh:Chemical technology ,lcsh:Technology ,Substrate Specificity ,chemistry.chemical_compound ,Adenosine Triphosphate ,Oxygen Consumption ,Phase (matter) ,Metabolic flux analysis ,lcsh:TP248.13-248.65 ,Genetics ,Escherichia coli ,lcsh:TP1-1185 ,Biomass ,Molecular Biology ,lcsh:T ,Hydrolysis ,lcsh:R ,Substrate (chemistry) ,General Medicine ,Carbon Dioxide ,Carbon ,Biochemistry ,chemistry ,Carbon dioxide ,Molecular Medicine ,Biological system ,Flux (metabolism) ,Metabolic Networks and Pathways ,Biotechnology ,Research Article - Abstract
The main requirement for metabolic flux analysis (MFA) is that the cells are in a pseudo-steady state, that there is no accumulation or depletion of intracellular metabolites. In the past, the applications of MFA were limited to the analysis of continuous cultures. This contribution introduces the concept of dynamic MFA and extends MFA so that it is applicable to transient cultures. Time series of concentration measurements are transformed into flux values. This transformation involves differentiation, which typically increases the noisiness of the data. Therefore, a noise-reducing step is needed. In this work, polynomial smoothing was used. As a test case, dynamic MFA is applied onEscherichia colicultivations shifting from carbon limitation to nitrogen limitation and vice versa. After switching the limiting substrate from N to C, a lag phase was observed accompanied with an increase in maintenance energy requirement. This lag phase did not occur in the C- to N-limitation case.
- Published
- 2010