Parametric analysis of metabolic fluxes of alpha-amylase and protease-producing Bacillus subtilis.
Parametric analysis was applied for a metabolic flux model for the fed-batch culture of Bacillus subtilis producing recombinant alpha-amylase and protease. The metabolic flux model was formulated as a linear programming problem consisting of 49 reactions (decision variables) and 50 metabolites (equality constraints). This study was aimed to determine the response of the metabolic fluxes and objective function value of minimizing the difference between ATP consumption and ATP production (ATP balance). With regard to intracellular metabolite accumulation, the objective function value was least sensitive to variation in succinate and most sensitive to variation in malate. Amongst the variations in the accumulation rates of extracellular metabolites, the objective function value was least sensitive to variation in glutamate and most sensitive to variation in starch hydrolysis and triglyceride synthesis. A 10% variation in metabolite accumulation rates caused a maximum of 13.8% variation (standard error = 3.8%) in the objective function value.
Skolpap
W
W
Department of Chemical Engineering, Thammasat University, Pathumthani, 12120, Thailand. swanwisa@engr.tu.ac.th
Nuchprayoon
S
S
Scharer
J M
JM
Moo-Young
M
M
D000255:Adenosine Triphosphate / Q000378:metabolism; D001412:Bacillus subtilis / Q000201:enzymology* / Q000378:metabolism; D001709:Biotechnology / Q000379:methods*; D053263:Gene Regulatory Networks; D018698:Glutamic Acid / Q000737:chemistry; D006868:Hydrolysis; D053858:Metabolic Networks and Pathways; D008954:Models, Biological; D008956:Models, Chemical; D015233:Models, Statistical; D008962:Models, Theoretical; D010447:Peptide Hydrolases / Q000737:chemistry*; D014280:Triglycerides / Q000378:metabolism; D000516:alpha-Amylases / Q000737:chemistry*
D014280:Triglycerides; D018698:Glutamic Acid; D000255:Adenosine Triphosphate; D000516:alpha-Amylases; D010447:Peptide Hydrolases