Identifying gene targets for the metabolic engineering of lycopene biosynthesis in Escherichia coli

被引:351
作者
Alper, H [1 ]
Jin, YS [1 ]
Moxley, JF [1 ]
Stephanopoulos, G [1 ]
机构
[1] MIT, Dept Chem Engn, Cambridge, MA 02139 USA
关键词
metabolic engineering; gene knockout; lycopene; carotenoids; Escherichia coli;
D O I
10.1016/j.ymben.2004.12.003
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
The identification of genetic targets that are effective in bringing about a desired phenotype change is still an open problem. While random gene knockouts have yielded improved strains in certain cases, it is also important to seek the guidance of cell-wide stoichiometric constraints in identifying promising gene knockout targets. To investigate these issues, we undertook a genome-wide stoichiometric flux balance analysis as an aid in discovering putative genes impacting network properties and cellular phenotype. Specifically, we calculated metabolic fluxes such as to optimize growth and then scanned the genome for single and multiple gene knockouts that yield improved product yield while maintaining acceptable overall growth rate. For the particular case of lycopene biosynthesis in Escherichia coli, we identified such targets that we subsequently tested experimentally by constructing the corresponding' single, double and triple gene knockouts. While such strains are suggested (by the stoichiometric calculations) to increase precursor availability, this beneficial effect may be further impacted by kinetic and regulatory effects not captured by the stoichiometric model. For the case of lycopene biosynthesis, the so identified knockout targets yielded a triple knockout construct that exhibited a nearly 40% increase over an engineered, high producing parental strain. (c) 2005 Elsevier Inc. All rights reserved.
引用
收藏
页码:155 / 164
页数:10
相关论文
共 35 条
[1]   Biosynthesis of terpenes:: Studies on 1-hydroxy-2-methyl-2-(E)-butenyl 4-diphosphate reductase [J].
Adam, P ;
Hecht, S ;
Eisenreich, WG ;
Kaiser, J ;
Gräwert, T ;
Arigoni, D ;
Bacher, A ;
Rohdich, F .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (19) :12108-12113
[2]   ISOLATION AND CHARACTERIZATION OF AN ESCHERICHIA-COLI MUTANT LACKING THE CYTOCHROME-O TERMINAL OXIDASE [J].
AU, DCT ;
LORENCE, RM ;
GENNIS, RB .
JOURNAL OF BACTERIOLOGY, 1985, 161 (01) :123-127
[3]   Selection analyses of insertional mutants using subgenic-resolution arrays [J].
Badarinarayana, V ;
Estep, PW ;
Shendure, J ;
Edwards, J ;
Tavazoie, S ;
Lam, F ;
Church, GM .
NATURE BIOTECHNOLOGY, 2001, 19 (11) :1060-1065
[4]   OptKnock: A bilevel programming framework for identifying gene knockout strategies for microbial strain optimization [J].
Burgard, AP ;
Pharkya, P ;
Maranas, CD .
BIOTECHNOLOGY AND BIOENGINEERING, 2003, 84 (06) :647-657
[5]   MOLECULAR-STRUCTURE AND ENZYMATIC FUNCTION OI LYCOPENE CYCLASE FROM THE CYANOBACTERIUM SYNECHOCOCCUS SP STRAIN PCC7942 [J].
CUNNINGHAM, FX ;
SUN, ZR ;
CHAMOVITZ, D ;
HIRSCHBERG, J ;
GANTT, E .
PLANT CELL, 1994, 6 (08) :1107-1121
[6]   One-step inactivation of chromosomal genes in Escherichia coli K-12 using PCR products [J].
Datsenko, KA ;
Wanner, BL .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (12) :6640-6645
[7]   The Escherichia coli MG1655 in silico metabolic genotype:: Its definition, characteristics, and capabilities [J].
Edwards, JS ;
Palsson, BO .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (10) :5528-5533
[8]   Improving lycopene production in Escherichia coli by engineering metabolic control [J].
Farmer, WR ;
Liao, JC .
NATURE BIOTECHNOLOGY, 2000, 18 (05) :533-537
[9]   Precursor balancing for metabolic engineering of lycopene production in Escherichia coli [J].
Farmer, WR ;
Liao, JC .
BIOTECHNOLOGY PROGRESS, 2001, 17 (01) :57-61
[10]   The two analogous phosphoglycerate mutases of Escherichia coli [J].
Fraser, HI ;
Kvaratskhelia, M ;
White, MF .
FEBS LETTERS, 1999, 455 (03) :344-348