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dc.contributor.authorW. Skolpapen_US
dc.contributor.authorS. Nuchprayoonen_US
dc.contributor.authorJ. M. Schareren_US
dc.contributor.authorM. Moo-Youngen_US
dc.date.accessioned2018-09-10T04:00:52Z-
dc.date.available2018-09-10T04:00:52Z-
dc.date.issued2007-09-01en_US
dc.identifier.issn16157591en_US
dc.identifier.other2-s2.0-35748971061en_US
dc.identifier.other10.1007/s00449-007-0130-3en_US
dc.identifier.urihttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=35748971061&origin=inwarden_US
dc.identifier.urihttp://cmuir.cmu.ac.th/jspui/handle/6653943832/60887-
dc.description.abstractParametric analysis was applied for a metabolic flux model for the fed-batch culture of Bacillus subtilis producing recombinant α-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. © 2007 Springer-Verlag.en_US
dc.subjectBiochemistry, Genetics and Molecular Biologyen_US
dc.subjectChemical Engineeringen_US
dc.subjectEnvironmental Scienceen_US
dc.subjectImmunology and Microbiologyen_US
dc.titleParametric analysis of metabolic fluxes of α-amylase and protease-producing Bacillus subtilisen_US
dc.typeJournalen_US
article.title.sourcetitleBioprocess and Biosystems Engineeringen_US
article.volume30en_US
article.stream.affiliationsThammasat Universityen_US
article.stream.affiliationsChiang Mai Universityen_US
article.stream.affiliationsUniversity of Waterlooen_US
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