Functional genomics via metabolic footprinting:: monitoring metabolite secretion by Escherichia coli tryptophan metabolism mutants using FT-IR and direct injection electrospray mass spectrometry

被引:100
作者
Kaderbhai, NN [1 ]
Broadhurst, DI [1 ]
Ellis, DI [1 ]
Goodacre, R [1 ]
Kell, DB [1 ]
机构
[1] Univ Wales, Inst Biol Sci, Aberystwyth SY23 3DD, Dyfed, Wales
来源
COMPARATIVE AND FUNCTIONAL GENOMICS | 2003年 / 4卷 / 04期
关键词
metabolome; metabolomics; metabolic footprinting; mass spectrometry; FTIR spectroscopy; Escherichia coli; tryptophan; genetic algorithm;
D O I
10.1002/cfg.302
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We sought to test the hypothesis that mutant bacterial strains could be discriminated from each other on the basis of the metabolites they secrete into the medium (their 'metabolic footprint'), using two methods of 'global' metabolite analysis (FT-IR and direct injection electrospray mass spectrometry). The biological system used was based on a published study of Escherichia coli tryptophan mutants that had been analysed and discriminated by Yanofsky and colleagues using transcriptome analysis. Wild-type strains supplemented with tryptophan or analogues could be discriminated from controls using FT-IR of 24 h broths, as could each of the mutant strains in both minimal and supplemented media. Direct injection electrospray mass spectrometry with unit mass resolution could also be used to discriminate the strains from each other, and had the advantage that the discrimination required the use of just two or three masses in each case. These were determined via a genetic algorithm. Both methods are rapid, reagentless, reproducible and cheap, and might beneficially be extended to the analysis of gene knockout libraries. Copyright (C) 2003 John Wiley Sons, Ltd.
引用
收藏
页码:376 / 391
页数:16
相关论文
共 129 条
  • [1] Characterization of metabolites in intact Streptomyces citricolor culture supernatants using high-resolution nuclear magnetic resonance and directly coupled high-pressure liquid chromatography-nuclear magnetic resonance spectroscopy
    Abel, CBL
    Lindon, JC
    Noble, D
    Rudd, BAM
    Sidebottom, PJ
    Nicholson, JK
    [J]. ANALYTICAL BIOCHEMISTRY, 1999, 270 (02) : 220 - 230
  • [2] Metabolic efficiency and amino acid composition in the proteomes of Escherichia coli and Bacillus subtilis
    Akashi, H
    Gojobori, T
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (06) : 3695 - 3700
  • [3] High-throughput classification of yeast mutants for functional genomics using metabolic footprinting
    Allen, J
    Davey, HM
    Broadhurst, D
    Heald, JK
    Rowland, JJ
    Oliver, SG
    Kell, DB
    [J]. NATURE BIOTECHNOLOGY, 2003, 21 (06) : 692 - 696
  • [4] [Anonymous], ADV BIOCH ENG BIOTEC
  • [5] AUER G, 1998, 13 INT C CYT TOK JAP, P460
  • [6] Beavis R.B., 2000, ENCY ANAL CHEM, P11558
  • [7] Bioinformatics - Principles and potential of a new multidisciplinary tool
    Benton, D
    [J]. TRENDS IN BIOTECHNOLOGY, 1996, 14 (08) : 261 - 272
  • [8] The complete genome sequence of Escherichia coli K-12
    Blattner, FR
    Plunkett, G
    Bloch, CA
    Perna, NT
    Burland, V
    Riley, M
    ColladoVides, J
    Glasner, JD
    Rode, CK
    Mayhew, GF
    Gregor, J
    Davis, NW
    Kirkpatrick, HA
    Goeden, MA
    Rose, DJ
    Mau, B
    Shao, Y
    [J]. SCIENCE, 1997, 277 (5331) : 1453 - +
  • [9] BLATTNER FR, 1998, P 1998 MIAM BIOT WIN, P3
  • [10] Genomic biology
    Brent, R
    [J]. CELL, 2000, 100 (01) : 169 - 183