Optimization of a blueprint for in vitro glycolysis by metabolic real-time analysis

被引:103
作者
Bujara, Matthias [1 ,2 ]
Schuemperli, Michael [2 ]
Pellaux, Rene [1 ,2 ]
Heinemann, Matthias [2 ,3 ]
Panke, Sven [1 ,2 ]
机构
[1] Swiss Fed Inst Technol, Dept Biosyst Sci & Engn, Basel, Switzerland
[2] Swiss Fed Inst Technol, Inst Proc Engn, Dept Mech & Proc Engn, Zurich, Switzerland
[3] Univ Groningen, Groningen Biomol Sci & Biotechnol Inst, Groningen, Netherlands
关键词
FLUX CONTROL COEFFICIENTS; ESCHERICHIA-COLI; MASS-SPECTROMETRY; DYNAMICS; GENOME; CELLS; TRANSCRIPTOME; EXPRESSION; EVOLUTION; PATHWAYS;
D O I
10.1038/nchembio.541
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
Recruiting complex metabolic reaction networks for chemical synthesis has attracted considerable attention but frequently requires optimization of network composition and dynamics to reach sufficient productivity. As a design framework to predict optimal levels for all enzymes in the network is currently not available, state-of-the-art pathway optimization relies on high-throughput phenotype screening. We present here the development and application of a new in vitro real-time analysis method for the comprehensive investigation and rational programming of enzyme networks for synthetic tasks. We used this first to rationally and rapidly derive an optimal blueprint for the production of the fine chemical building block dihydroxyacetone phosphate (DHAP) via Escherichia coli's highly evolved glycolysis. Second, the method guided the three-step genetic implementation of the blueprint, yielding a synthetic operon with the predicted 2.5-fold-increased glycolytic flux toward DHAP. The new analytical setup drastically accelerates rational optimization of synthetic multienzyme networks.
引用
收藏
页码:271 / 277
页数:7
相关论文
共 42 条
[1]   Tuning genetic control through promoter engineering [J].
Alper, H ;
Fischer, C ;
Nevoigt, E ;
Stephanopoulos, G .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (36) :12678-12683
[2]   Environmentally controlled invasion of cancer cells by engineered bacteria [J].
Anderson, JC ;
Clarke, EJ ;
Arkin, AP ;
Voigt, CA .
JOURNAL OF MOLECULAR BIOLOGY, 2006, 355 (04) :619-627
[3]   Optimization of the mevalonate-based isoprenoid biosynthetic pathway in Escherichia coli for production of the anti-malarial drug precursor amorpha-4,11-diene [J].
Anthony, Jennifer R. ;
Anthony, Larry C. ;
Nowroozi, Farnaz ;
Kwon, Gina ;
Newman, Jack D. ;
Keasling, Jay D. .
METABOLIC ENGINEERING, 2009, 11 (01) :13-19
[4]   Absolute metabolite concentrations and implied enzyme active site occupancy in Escherichia coli [J].
Bennett, Bryson D. ;
Kimball, Elizabeth H. ;
Gao, Melissa ;
Osterhout, Robin ;
Van Dien, Stephen J. ;
Rabinowitz, Joshua D. .
NATURE CHEMICAL BIOLOGY, 2009, 5 (08) :593-599
[5]   Microfluidic devices for measuring gene network dynamics in single cells [J].
Bennett, Matthew R. ;
Hasty, Jeff .
NATURE REVIEWS GENETICS, 2009, 10 (09) :628-638
[6]   Cross-Platform Comparison of Methods for Quantitative Metabolomics of Primary Metabolism [J].
Buescher, Joerg Martin ;
Czernik, Dominika ;
Ewald, Jennifer Christina ;
Sauer, Uwe ;
Zamboni, Nicola .
ANALYTICAL CHEMISTRY, 2009, 81 (06) :2135-2143
[7]   Exploiting Cell-Free Systems: Implementation and Debugging of a System of Biotransformations [J].
Bujara, Matthias ;
Schuemperli, Michael ;
Billerbeek, Sonja ;
Heinemann, Matthias ;
Panke, Sven .
BIOTECHNOLOGY AND BIOENGINEERING, 2010, 106 (03) :376-389
[8]   New bioreactor-coupled rapid stopped-flow sampling technique for measurements of metabolite dynamics on a subsecond time scale [J].
Buziol, S ;
Bashir, I ;
Baumeister, A ;
Claassen, W ;
Noisommit-Rizzi, N ;
Mailinger, W ;
Reuss, M .
BIOTECHNOLOGY AND BIOENGINEERING, 2002, 80 (06) :632-636
[9]   Dynamic modeling of the central carbon metabolism of Escherichia coli [J].
Chassagnole, C ;
Noisommit-Rizzi, N ;
Schmid, JW ;
Mauch, K ;
Reuss, M .
BIOTECHNOLOGY AND BIOENGINEERING, 2002, 79 (01) :53-73
[10]   Neutral desorption sampling of biological surfaces for rapid chemical characterization by extractive electrospray ionization mass spectrometry [J].
Chen, Huanwen ;
Zenobi, Renato .
NATURE PROTOCOLS, 2008, 3 (09) :1467-1475