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1.
Biotechnol Adv ; 31(6): 811-7, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23578899

ABSTRACT

The engineering of biological systems to achieve specific purposes requires design tools that function in a predictable and quantitative manner. Recent advances in the field of synthetic biology, particularly in the programmable control of gene expression at multiple levels of regulation, have increased our ability to efficiently design and optimize biological systems to perform designed tasks. Furthermore, implementation of these designs in biological systems highlights the potential of using these tools to build microbial cell factories for the production of chemicals and fuels. In this paper, we review current developments in the design of tools for controlling gene expression at transcriptional, post-transcriptional and post-translational levels, and consider potential applications of these tools.


Subject(s)
Industrial Microbiology/statistics & numerical data , Synthetic Biology/trends , Systems Biology/trends , Biofuels/microbiology , Biotechnology , Fermentation/genetics , Genetic Engineering/methods , Industrial Microbiology/trends
2.
PLoS One ; 7(6): e38421, 2012.
Article in English | MEDLINE | ID: mdl-22701637

ABSTRACT

The production of secondary metabolites with antibiotic properties is a common characteristic to entomopathogenic bacteria Xenorhabdus spp. These metabolites not only have diverse chemical structures but also have a wide range of bioactivities of medicinal and agricultural interests. Culture variables are critical to the production of secondary metabolites of microorganisms. Manipulating culture process variables can promote secondary metabolite biosynthesis and thus facilitate the discovery of novel natural products. This work was conducted to evaluate the effects of five process variables (initial pH, medium volume, rotary speed, temperature, and inoculation volume) on the antibiotic production of Xenorhabdus bovienii YL002 using response surface methodology. A 2(5-1) factorial central composite design was chosen to determine the combined effects of the five variables, and to design a minimum number of experiments. The experimental and predicted antibiotic activity of X. bovienii YL002 was in close agreement. Statistical analysis of the results showed that initial pH, medium volume, rotary speed and temperature had a significant effect (P<0.05) on the antibiotic production of X. bovienii YL002 at their individual level; medium volume and rotary speed showed a significant effect at a combined level and was most significant at an individual level. The maximum antibiotic activity (287.5 U/mL) was achieved at the initial pH of 8.24, medium volume of 54 mL in 250 mL flask, rotary speed of 208 rpm, temperature of 32.0°C and inoculation volume of 13.8%. After optimization, the antibiotic activity was improved by 23.02% as compared with that of unoptimized conditions.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Biological Factors/biosynthesis , Culture Media/chemistry , Industrial Microbiology/methods , Xenorhabdus/metabolism , Analysis of Variance , Animals , China , Hydrogen-Ion Concentration , Industrial Microbiology/statistics & numerical data , Models, Statistical , Nematoda/microbiology , Temperature
3.
J Appl Microbiol ; 104(3): 735-44, 2008 Mar.
Article in English | MEDLINE | ID: mdl-17953686

ABSTRACT

AIMS: To evaluate the influence of environmental parameters on the production of antibiotics (xenocoumacins and nematophin) by Xenorhabdus nematophila and enhance the antibiotic activity. METHODS AND RESULTS: Response surface methodology (RSM) was employed to study the effects of five parameters (the initial pH, medium volume in flask, rotary speed, temperature and inoculation volume) on the production of antibiotics in flask cultures by X. nematophila YL001. A 2(5-1)-factorial central composite design was chosen to explain the combined effects of the five parameters and to design a minimum number of experiments. The experimental results and software-predicted values of production of antibiotics were comparable. The statistical analysis of the results showed that, in the range studied, medium volume in flask, rotary speed, temperature and inoculation volume had a significant effect (P < 0.05) on the production of antibiotics at their individual level, medium volume in flask and rotary speed showed a significant influence at interactive level and were most significant at individual level. The maximum antibiotic activity was achieved at the initial pH 7.64, medium volume in 250 ml flask 25 ml, rotary speed of 220 rev min(-1), temperature 27.8 degrees C and inoculation volume of 15.0%. Maximum antibiotic activity of 331.7 U ml(-1) was achieved under the optimized condition. CONCLUSIONS: As far as known, there are no reports of production of antibiotic from X. nematophila by engineering the condition of fermentation using RSM. The results strongly support the use of RSM for fermentation condition optimization. The optimization of the environmental parameters resulted not only in a 43.4% higher antibiotic activity than unoptimized conditions but also in a reduced amount of the experiments. The chosen method of optimization of fermentation condition was efficient, relatively simple and time and material saving. SIGNIFICANCE AND IMPACT OF THE STUDY: This study should contribute towards improving the antibiotics activity of X. nematophila. Integrated into a broader study of the impact of environmental factors on the production of antibiotic, this work should help to build more rational control strategy, possibly involving scale-up of production of antibiotics by X. nematophila.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Industrial Microbiology/statistics & numerical data , Xenorhabdus/metabolism , Anti-Bacterial Agents/metabolism , Bacteriological Techniques/statistics & numerical data , Benzopyrans/analysis , Benzopyrans/metabolism , Bioreactors/microbiology , Fermentation , Indoles/analysis , Indoles/metabolism
4.
J Appl Microbiol ; 101(4): 807-14, 2006 Oct.
Article in English | MEDLINE | ID: mdl-16968292

ABSTRACT

AIMS: Production of the mosquito biolarvacide Lagenidium giganteum in solid culture has been proposed as an economic alternative to production in liquid culture because of observations of improved shelf life and efficacy upon storage. Understanding the differences between these production systems and estimating growth rate in solid culture are important for commercialization. In order to address these needs a logistic model was developed to describe the growth kinetics of L. giganteum produced in solid and liquid cultures. METHODS AND RESULTS: Kinetic parameters in the logistic model were estimated by nonlinear regression of CO2 evolution rate (CER) and biomass data from solid and liquid cultivation experiments. Lagenidium giganteum biomass was measured using DNA extracted directly from samples. The logistic model was fit to experimental biomass and CER data with low standard errors for parameter estimates. The model was validated in two independent experiments by examining prediction of biomass using on-line CER measurements. CONCLUSIONS: There were significant differences between maximum biomass density, maintenance coefficients, and specific growth rates for liquid and solid cultures. The maximum biomass density (mg dw ml-1) was 11 times greater for solid cultivation compared with liquid cultivation of L. giganteum; however, the maintenance coefficient (mg CO2 h-1 (mg dw)-1) was six times greater for liquid cultivation than in solid cultivation. The specific growth rate at 30 degrees C was approximately 30% greater in liquid cultivation compared with solid cultivation. Slower depletion of substrate and lower endogenous metabolism may explain the longer shelf life of L. giganteum produced in solid culture. SIGNIFICANCE AND IMPACT OF THE STUDY: A simple logistic model was developed which allows real-time estimation of L. giganteum biomass from on-line CER measurements. Parameter estimates for liquid and solid cultivation models also elucidated observations of longer shelf life for production in solid culture.


Subject(s)
Industrial Microbiology/statistics & numerical data , Lagenidium/growth & development , Biomass , Bioreactors , Carbon Dioxide/analysis , Cell Culture Techniques , Culture Media , Lagenidium/metabolism , Logistic Models
5.
Curr Opin Biotechnol ; 15(4): 272-9, 2004 Aug.
Article in English | MEDLINE | ID: mdl-15357999

ABSTRACT

Biocatalysis has become an established technology for the industrial manufacture of fine chemicals. In recent years, a multitude of chemical companies have embraced biocatalysis for the manufacture of desired stereoisomers, and new or improved methods for the synthesis of enantiomerically pure alpha- and beta-amino acids, amines, amides, peptides, nitriles, alcohols, organic acids and epoxides have emerged. Furthermore, the selectivity and mild operational conditions of biocatalysts are increasingly applied in industry to modify complex target molecules. These recent innovations in the manufacture of industrial fine chemicals using biocatalysis are discussed from an industrial perspective.


Subject(s)
Amino Acids/biosynthesis , Catalysis , Chemical Industry/methods , Chemical Industry/trends , Enzymes/chemistry , Enzymes/metabolism , Patents as Topic/statistics & numerical data , Alcohols/metabolism , Amines/metabolism , Biotransformation , Carbohydrates/biosynthesis , Chemical Industry/statistics & numerical data , Hydrolases/metabolism , Industrial Microbiology/methods , Industrial Microbiology/statistics & numerical data , Industrial Microbiology/trends , Oxidoreductases/biosynthesis
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