Genome-scale metabolic network modeling results in minimal interventions that cooperatively force carbon flux towards malonyl-CoA

被引:285
作者
Xu, Peng [1 ]
Ranganathan, Sridhar [2 ]
Fowler, Zachary L. [3 ]
Maranas, Costas D. [4 ]
Koffas, Mattheos A. G. [1 ]
机构
[1] Rensselaer Polytech Inst, Dept Chem & Biol Engn, Ctr Biotechnol & Interdisciplinary Studies, Troy, NY 12180 USA
[2] Penn State Univ, Huck Inst Life Sci, University Pk, PA 16802 USA
[3] Praxair Inc, BioPharma Div, Burr Ridge, IL 60527 USA
[4] Penn State Univ, Dept Chem Engn, University Pk, PA 16802 USA
关键词
Escherichia coli; Metabolic network modeling; Malonyl-CoA; OptForce; Synergistic effect; Flavonoids; RECOMBINANT ESCHERICHIA-COLI; FATTY-ACID BIOSYNTHESIS; OPTIMIZATION FRAMEWORK; DRUG DISCOVERY; ACETYL-COA; OVERPRODUCTION; ESSENTIALITY; POLYKETIDES; PATHWAY;
D O I
10.1016/j.ymben.2011.06.008
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
Malonyl-coenzyme A is an important precursor metabolite for the biosynthesis of polyketides, flavonoids and biofuels. However, malonyl-CoA naturally synthesized in microorganisms is consumed for the production of fatty acids and phospholipids leaving only a small amount available for the production of other metabolic targets in recombinant biosynthesis. Here we present an integrated computational and experimental approach aimed at improving the intracellular availability of malonyl-CoA in Escherichia coli. We used a customized version of the recently developed OptForce methodology to predict a minimal set of genetic interventions that guarantee a prespecified yield of malonyl-CoA in E. coli strain BL21 Star (TM). In order to validate the model predictions, we have successfully constructed an E. coli recombinant strain that exhibits a 4-fold increase in the levels of intracellular malonyl-CoA compared to the wild type strain. Furthermore, we demonstrate the potential of this E. coli strain for the production of plant-specific secondary metabolites naringenin (474 mg/L) with the highest yield ever achieved in a lab-scale fermentation process. Combined effect of the genetic interventions was found to be synergistic based on a developed analysis method that correlates genetic modification to cell phenotype, specifically the identified knockout targets (Delta fumC and Delta sucC) and overexpression targets (ACC, PGK, GAPD and PDH) can cooperatively force carbon flux towards malonyl-CoA. The presented strategy can also be readily expanded for the production of other malonyl-CoA-derived compounds like polyketides and biofuels. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:578 / 587
页数:10
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