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1.
Anal Chem ; 81(1): 174-83, 2009 Jan 01.
Article in English | MEDLINE | ID: mdl-19061395

ABSTRACT

Global metabolite analysis approaches, coupled with sophisticated data analysis and modeling procedures (metabolomics), permit a dynamic read-out of how cellular proteins interact with cellular and environmental conditions to determine cell status. This type of approach has profound potential for understanding, and subsequently manipulating, the regulation of cell function. As part of our study to define the regulatory events that may be used to maximize production of commercially valuable recombinant proteins from cultured mammalian cells, we have optimized the quenching process to allow retention of physiologically relevant intracellular metabolite profiles in samples from recombinant Chinese hamster ovary (CHO) cells. In a comparison of a series of candidate quenching procedures, we have shown that quenching in 60% methanol supplemented with 0.85% ammonium bicarbonate (AMBIC) at -40 degrees C generates a profile of metabolites that is representative of a physiological status based upon examination of key labile cellular metabolites. This represents a key feature for any metabolomic study with suspension cultured mammalian cells and provides confidence in the validity of subsequent data analysis and modeling procedures.


Subject(s)
Metabolomics/methods , Adenine Nucleotides/analysis , Adenine Nucleotides/metabolism , Animals , Bicarbonates/chemistry , CHO Cells , Cells, Cultured , Cricetinae , Cricetulus , Gas Chromatography-Mass Spectrometry , Glucose-6-Phosphate/analysis , Glucose-6-Phosphate/metabolism , Methanol/chemistry , NAD/analysis , NAD/metabolism , Rats
2.
Anal Chem ; 80(8): 2939-48, 2008 Apr 15.
Article in English | MEDLINE | ID: mdl-18331064

ABSTRACT

Metabolomics and systems biology require the acquisition of reproducible, robust, reliable, and homogeneous biological data sets. Therefore, we developed and validated standard operating procedures (SOPs) for quenching and efficient extraction of metabolites from Escherichia coli to determine the best methods to approach global analysis of the metabolome. E. coli was grown in chemostat culture so that cellular metabolism could be held in reproducible, steady-state conditions under a range of precisely defined growth conditions, thus enabling sufficient replication of samples. The metabolome profiles were generated using gas chromatography/time-of-flight mass spectrometry (GC/TOF-MS). We employed univariate and multivariate statistical analyses to determine the most suitable method. This investigation indicates that 60% cold (-48 degrees C) methanol solution is the most appropriate method to quench metabolism, and we recommend 100% methanol, also at -48 degrees C, with multiple freeze-thaw cycles for the extraction of metabolites. However, complementary extractions would be necessary for coverage of the entire complement of metabolites as detected by GC/TOF-MS. Finally, the observation that metabolite leakage was significant and measurable whichever quenching method is used indicates that methods should be incorporated into the experiment to facilitate the accurate quantification of intracellular metabolites.


Subject(s)
Bacteriological Techniques/methods , Bacteriological Techniques/standards , Escherichia coli/metabolism , Gas Chromatography-Mass Spectrometry/methods , Escherichia coli/chemistry , Escherichia coli/growth & development , Metabolism , Systems Biology/methods , Systems Biology/standards
3.
J Microbiol Methods ; 64(1): 96-106, 2006 Jan.
Article in English | MEDLINE | ID: mdl-15927291

ABSTRACT

The construction of artificial biofilms with defined internal architectures is described. Bacterial cells are suspended in a low conductivity medium, guided to specific areas in a microelectrode array by dielectrophoresis (DEP), and then immobilised using the flocculating agent poly(ethylenimine). Multispecies biofilms can be constructed by introducing different species at different times. The rapid construction of such biofilms with defined internal architectures provides, when combined with visual reporters of gene activity, a powerful new method for the investigation of the effects of the spatial organisation on interactions between bacterial species in biofilms. To demonstrate the utility of the technique as a method for investigating metabolic interactions in biofilms, aggregates were constructed from Acinetobacter sp. C6 and Pseudomonas putida::gfp. The Acinetobacter degrades benzyl alcohol, overproducing benzoate, which in turn is consumed by the Pseudomonas strain. The P. putida has a chromosomally expressed cassette encoding a gfp downstream of the promoter which controls degradation of benzoate, making the interaction between the two strains in the metabolism of benzyl alcohol visible by the production of green fluorescent protein (GFP). Microscopic observation of the biofilms, including the use of confocal laser scanning microscopy (CLSM), confirmed that metabolic exchange occurred. In addition, it was observed that the bacteria appear to have a preferred biofilm architecture, with P. putida in the bottom layer, and Acinetobacter at the top.


Subject(s)
Acinetobacter/growth & development , Acinetobacter/metabolism , Biofilms/growth & development , Electrophoresis/methods , Pseudomonas putida/growth & development , Pseudomonas putida/metabolism , Benzyl Alcohol/metabolism , Electrophoresis/instrumentation , Green Fluorescent Proteins/analysis , Green Fluorescent Proteins/biosynthesis , Microbial Viability , Microbiological Techniques , Microelectrodes/microbiology , Polyethyleneimine/metabolism , Time Factors
4.
Biotechnol Bioeng ; 83(1): 39-44, 2003 Jul 05.
Article in English | MEDLINE | ID: mdl-12740931

ABSTRACT

A novel approach was developed for the construction of biofilms with defined internal architecture using AC electrokinetics and flocculation. Artificial structured microbial consortia (ASMC) consisting of localized layered microcolonies of different cell types were formed by sequentially attracting different cell types to high field regions near microelectrodes using dielectrophoresis. Stabilization of the microbial consortia on the electrode surface was achieved by crosslinking the cells using the flocculant polyethyleneimine (PEI). Consortia of Escherichia coli, Micrococcus luteus, and Saccharomyces cerevisiae were made as model systems. Also, more natural consortia were made of the bacteria Pseudomonas putida, Clavibacter michiganense, and Methylobacterium mesophilum, which are found together in consortia during biodegradation of metal-cutting waste fluids.


Subject(s)
Bacterial Adhesion/drug effects , Biofilms/growth & development , Cell Culture Techniques/methods , Electrophoresis/methods , Polyethyleneimine/pharmacology , Actinomycetales/cytology , Actinomycetales/drug effects , Actinomycetales/physiology , Bacterial Adhesion/radiation effects , Biofilms/drug effects , Biofilms/radiation effects , Dose-Response Relationship, Drug , Electromagnetic Fields , Escherichia coli/cytology , Escherichia coli/drug effects , Escherichia coli/physiology , Flocculation , Methylobacterium/cytology , Methylobacterium/drug effects , Methylobacterium/physiology , Micrococcus luteus/cytology , Micrococcus luteus/drug effects , Micrococcus luteus/physiology , Pseudomonas putida/cytology , Pseudomonas putida/drug effects , Pseudomonas putida/physiology , Saccharomyces cerevisiae/cytology , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/physiology
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