An integrated network approach identifies the isobutanol response network of Escherichia coli

被引:156
作者
Brynildsen, Mark P. [1 ]
Liao, James C. [1 ]
机构
[1] Univ Calif Los Angeles, Dept Chem & Biomol Engn, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
biofuel; network component analysis; quinone; respiration; transcriptional regulation; ARC 2-COMPONENT SYSTEM; CLOSTRIDIUM-ACETOBUTYLICUM; GENE-EXPRESSION; QUINONE POOL; TRANSCRIPTIONAL ANALYSIS; COMPONENT ANALYSIS; BACILLUS-SUBTILIS; MICROARRAY DATA; BUTANOL STRESS; REDOX STATE;
D O I
10.1038/msb.2009.34
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Isobutanol has emerged as a potential biofuel due to recent metabolic engineering efforts. Here we used gene expression and transcription network connectivity data, genetic knockouts, and network component analysis (NCA) to map the initial isobutanol response network of Escherichia coli under aerobic conditions. NCA revealed profound perturbations to respiration. Further investigation showed ArcA as an important mediator of this response. Quinone/quinol malfunction was postulated to activate ArcA, Fur, and PhoB in this study. In support of this hypothesis, quinone-linked ArcA and Fur target expressions were significantly less perturbed by isobutanol under fermentative growth whereas quinol-linked PhoB target expressions remained activated, and isobutanol impeded growth on glycerol, which requires quinones, more than on glucose. In addition, ethanol, n-butanol, and isobutanol response networks were compared. n-Butanol and isobutanol responses were qualitatively similar, whereas ethanol had notable induction differences of pspABCDE and ndh, whose gene products manage proton motive force. The network described here could aid design and comprehension of alcohol tolerance, whereas the approach provides a general framework to characterize complex phenomena at the systems level. Molecular Systems Biology 5: 277; published online 16 June 2009; doi: 10.1038/msb.2009.34
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页数:13
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