Kinetic modeling and sensitivity analysis of acetone-butanol-ethanol production

被引:102
|
作者
Shinto, Hideaki
Tashiro, Yukihiro
Yamashita, Mayu
Kobayashi, Genta
Sekiguchi, Tatsuya
Hanai, Taizo
Kuriya, Yuki
Okamoto, Masahiro
Sonomoto, Kenji
机构
[1] Saga Univ, Ariake Sea Res Project, Lab Microbial Technol, Saga 8408502, Japan
[2] Kyushu Univ, Fac Agr, Dept Biosci & Biotechnol, Lab Microbial Technol, Fukuoka 8128581, Japan
[3] Maebashi Inst Technol, Fac Engn, Dept Informat Engn, Maebashi, Gunma 3700816, Japan
[4] Kyushu Univ, Grad Sch Syst Life Sci, Lab Bioinformat, Higashi Ku, Fukuoka 8128581, Japan
[5] Kyushu Univ, Bioarchitecture Ctr, Dept Funct Metab Design, Lab Funct Food Design,Higashi Ku, Fukuoka 8128581, Japan
关键词
acetone-butanol-ethanol production; Clostridium saccharoperbutylacetonicum N1-4; WinBEST-KIT; kinetic model; on-off mechanism; sensitivity analysis;
D O I
10.1016/j.jbiotec.2007.05.005
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
A kinetic simulation model of metabolic pathways that describes the dynamic behaviors of metabolites in acetone-butanol-ethanol (ABE) production by Clostridium saccharoperbutylacetonicum N1-4 was proposed using a novel simulator WinBEST-KIT. This model was validated by comparing with experimental time-course data of metabolites in batch cultures over a wide range of initial glucose concentrations (36.1-295 mM). By introducing substrate inhibition, product inhibition of butanol, activation of butyrate and considering the cessation of metabolic reactions in the case of insufficiency of energy after glucose exhaustion, the revised model showed 0.901 of squared correlation coefficient (r(2)) between experimental time-course of metabolites and calculated ones. Thus, the final revised model is assumed to be one of the best candidates for kinetic simulation describing dynamic behavior of metabolites in ABE production. Sensitivity analysis revealed that 5% increase in reaction of reverse pathway of butyrate production (R-17) and 5% decrease in reaction of CoA transferase for butyrate (R-15) highly contribute to high production of butanol. These system analyses should be effective in the elucidation which pathway is metabolic bottleneck for high production of butanol. (c) 2007 Elsevier B.V. All rights reserved.
引用
收藏
页码:45 / 56
页数:12
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