Global metabolic profiling of Escherichia coli cultures:: An evaluation of methods for quenching and extraction of intracellular metabolites

被引:237
作者
Winder, Catherine L. [1 ]
Dunn, Warwick B. [1 ,2 ]
Schuler, Stephanie [3 ,4 ]
Broadhurst, David [1 ]
Jarvis, Roger [1 ]
Stephens, Gillian M. [2 ,3 ,4 ]
Goodacre, Royston [1 ]
机构
[1] Univ Manchester, Sch Chem, Manchester M1 7DN, Lancs, England
[2] Univ Manchester, Manchester Ctr Integrat Syst Biol, Manchester M1 7DN, Lancs, England
[3] Univ Manchester, Sch Chem Engn & Analyt Sci, Manchester M1 7DN, Lancs, England
[4] Univ Manchester, Manchester Interdisciplinary Bioctr, Manchester M1 7DN, Lancs, England
关键词
D O I
10.1021/ac7023409
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
引用
收藏
页码:2939 / 2948
页数:10
相关论文
共 48 条
[1]   Sampling for metabolome analysis of microorganisms [J].
Bolten, Christoph J. ;
Kiefer, Patrick ;
Letisse, Fabien ;
Portais, Jean-Charles ;
Wittmann, Christoph .
ANALYTICAL CHEMISTRY, 2007, 79 (10) :3843-3849
[2]   Statistical strategies for avoiding false discoveries in metabolomics and related experiments [J].
Broadhurst, David I. ;
Kell, Douglas B. .
METABOLOMICS, 2006, 2 (04) :171-196
[3]   A metabolome pipeline: from concept to data to knowledge [J].
Brown, Marie ;
Dunn, Warwick B. ;
Ellis, David I. ;
Goodacre, Royston ;
Handl, Julia ;
Knowles, Joshua D. ;
O'Hagan, Steve ;
Spasic, Irena ;
Kell, Douglas B. .
METABOLOMICS, 2005, 1 (01) :39-51
[4]   Metabolomics Standards Workshop and the development of international standards for reporting metabolomics experimental results [J].
Castle, Arthur L. ;
Fiehn, Oliver ;
Kaddurah-Daouk, Rima ;
Lindon, John C. .
BRIEFINGS IN BIOINFORMATICS, 2006, 7 (02) :159-165
[5]   An optimized protocol for metabolome analysis in yeast using direct infusion electrospray mass spectrometry [J].
Castrillo, JI ;
Hayes, A ;
Mohammed, S ;
Gaskell, SJ ;
Oliver, SG .
PHYTOCHEMISTRY, 2003, 62 (06) :929-937
[6]   Integrating high-throughput and computational data elucidates bacterial networks [J].
Covert, MW ;
Knight, EM ;
Reed, JL ;
Herrgard, MJ ;
Palsson, BO .
NATURE, 2004, 429 (6987) :92-96
[7]   A METHOD FOR THE DETERMINATION OF CHANGES OF GLYCOLYTIC METABOLITES IN YEAST ON A SUBSECOND TIME SCALE USING EXTRACTION AT NEUTRAL PH [J].
DEKONING, W ;
VANDAM, K .
ANALYTICAL BIOCHEMISTRY, 1992, 204 (01) :118-123
[8]   Measuring the metabolome: current analytical technologies [J].
Dunn, WB ;
Bailey, NJC ;
Johnson, HE .
ANALYST, 2005, 130 (05) :606-625
[9]   Comparison of quenching and extraction methodologies for metabolome analysis of Lactobacillus plantarum [J].
Faijes, Magda ;
Mars, Astrid E. ;
Smid, Eddy J. .
MICROBIAL CELL FACTORIES, 2007, 6 (1)
[10]   A genome-scale metabolic reconstruction for Escherichia coli K-12 MG1655 that accounts for 1260 ORFs and thermodynamic information [J].
Feist, Adam M. ;
Henry, Christopher S. ;
Reed, Jennifer L. ;
Krummenacker, Markus ;
Joyce, Andrew R. ;
Karp, Peter D. ;
Broadbelt, Linda J. ;
Hatzimanikatis, Vassily ;
Palsson, Bernhard O. .
MOLECULAR SYSTEMS BIOLOGY, 2007, 3