The Identification of Enzyme Targets for the Optimization of a Valine Producing Corynebacterium glutamicum Strain Using a Kinetic Model

被引:19
作者
Magnus, Jorgen Barsett [1 ,2 ]
Oldiges, Marco [1 ]
Takors, Ralf [1 ,3 ]
机构
[1] Forschungszentrum Julich, Inst Biotechnol 2, D-52425 Julich, Germany
[2] NNE Pharmaplan, D-61352 Bad Homburg, Germany
[3] Evonik Degussa GmbH, Hlth & Nutr, D-33790 Halle Westfalen, Germany
关键词
metabolic engineering; metabolic control analysis; strain optimization; kinetic model; valine production; METABOLIC-CONTROL ANALYSIS; L-ISOLEUCINE; ESCHERICHIA-COLI; LINLOG KINETICS; PATHWAY; FLUX; DYNAMICS; REDESIGN; SYSTEMS; DESIGN;
D O I
10.1002/btpr.184
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 enzyme targets for the rational optimization of a Corynebacterium glutamicum strain constructed for valine production are identified by analyzing the control of flux in the valine/leucine pathway. The control analysis is based on measurements of the intracellular metabolite concentrations and on a kinetic model of the reactions in the investigated pathway. Data-driven and model-based methods are used and evaluated against each other. The approach taken gives a quantitative evaluation of the flux control and it is demonstrated how the understanding of flux control is used to reach specific recommendations for strain optimization. The flux control coefficients (FCCs) with respect to the valine excretion rate were calculated, and it was found that the control is distributed mainly between the acetohydroxyacid synthase enzyme (FCC = 0.32), the branched chain amino acid transaminase (FCC = 0.27), and the exporting translocase (FCC = 0.43). The availability of the precursor pyruvate has substantial influence on the valine flux, whereas the cometabolites are less important as demonstrated by the calculation of the respective response coefficients. The model is further used to make in-silico predictions of the change in valine flux following a change in enzyme level. A doubling of the enzyme level of valine translocase will result in. an. increase in valine flux of 31%. By optimizing the enzyme levels with respect to valine flux it was found that the valine flux can be increased by a factor 2.5 when the optimal enzyme levels are implemented. (C) 2009 American Institute of Chemical Engineers Biotechnol. Prog., 25: 754-762, 2009
引用
收藏
页码:754 / 762
页数:9
相关论文
共 35 条
[1]   TOWARD A SCIENCE OF METABOLIC ENGINEERING [J].
BAILEY, JE .
SCIENCE, 1991, 252 (5013) :1668-1675
[2]   L-Valine production with pyruvate dehydrogenase complex-deficient Corynebacterium glutamicum [J].
Blombach, Bastian ;
Schreiner, Mark E. ;
Holatko, Jiri ;
Bartek, Tobias ;
Oldiges, Marco ;
Eikmanns, Bernhard J. .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2007, 73 (07) :2079-2084
[3]   CONTROL ANALYSIS OF METABOLIC SYSTEMS [J].
BURNS, JA ;
CORNISHBOWDEN, A ;
GROEN, AK ;
HEINRICH, R ;
KACSER, H ;
PORTEOUS, JW ;
RAPOPORT, SM ;
RAPOPORT, TA ;
STUCKI, JW ;
TAGER, JM ;
WANDERS, RJA ;
WESTERHOFF, HV .
TRENDS IN BIOCHEMICAL SCIENCES, 1985, 10 (01) :16-16
[4]   METABOLIC CONTROL ANALYSIS - A SURVEY OF ITS THEORETICAL AND EXPERIMENTAL DEVELOPMENT [J].
FELL, DA .
BIOCHEMICAL JOURNAL, 1992, 286 :313-330
[5]   LINEAR STEADY-STATE TREATMENT OF ENZYMATIC CHAINS - GENERAL PROPERTIES, CONTROL AND EFFECTOR STRENGTH [J].
HEINRICH, R ;
RAPOPORT, TA .
EUROPEAN JOURNAL OF BIOCHEMISTRY, 1974, 42 (01) :89-95
[6]   QUANTITATIVE ASSESSMENT OF REGULATION IN METABOLIC SYSTEMS [J].
HOFMEYR, JHS ;
CORNISHBOWDEN, A .
EUROPEAN JOURNAL OF BIOCHEMISTRY, 1991, 200 (01) :223-236
[7]   A UNIVERSAL METHOD FOR ACHIEVING INCREASES IN METABOLITE PRODUCTION [J].
KACSER, H ;
ACERENZA, L .
EUROPEAN JOURNAL OF BIOCHEMISTRY, 1993, 216 (02) :361-367
[8]  
Kacser H, 1973, Symp Soc Exp Biol, V27, P65
[9]   Export of l-isoleucine from Corynebacterium glutamicum:: A two-gene-encoded member of a new translocator family [J].
Kennerknecht, N ;
Sahm, H ;
Yen, MR ;
Pátek, M ;
Saier, MH ;
Eggeling, L .
JOURNAL OF BACTERIOLOGY, 2002, 184 (14) :3947-3956
[10]  
KENNERKNECHT N, 2003, THESIS U DUSSELDORF