High-throughput direct-infusion ion trap mass spectrometry: a new method for metabolomics

被引:63
作者
Koulman, Albert [1 ]
Tapper, Brian A. [1 ]
Fraser, Karl [1 ]
Cao, Mingshu [1 ]
Lane, Geoffrey A. [1 ]
Rasmussen, Susanne [1 ]
机构
[1] AgRes Grasslands Res Ctr, Palmerston North, New Zealand
关键词
D O I
10.1002/rcm.2854
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A fast method was developed to directly infuse raw plant extracts into a linear ion trap mass spectrometer, using the ion trap to isolate and fragment as many ions as possible from the extract. The full mass spectra can be analysed by multivariate statistics to determine discriminating ions, and the fragmentation data allows rapid classification or identification of these ions. The methodology was used to screen a wide range of strains of endophytic fungi in perennial ryegrass seeds for differences in metabolic profiles. The results show that this newly developed methodology is able to determine discriminating ions that can be present in very low concentrations. It also yielded sufficient fragmentation data to classify or identify the discriminating ions. Copyright (c) 2007 John Wiley & Sons, Ltd.
引用
收藏
页码:421 / 428
页数:8
相关论文
共 15 条
[1]  
BACON CW, 1995, J ANIM SCI, V73, P861
[2]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[3]   CHEMISTRY, OCCURRENCE AND BIOLOGICAL EFFECTS OF SATURATED PYRROLIZIDINE ALKALOIDS ASSOCIATED WITH ENDOPHYTE GRASS INTERACTIONS [J].
BUSH, LP ;
FANNIN, FF ;
SIEGEL, MR ;
DAHLMAN, DL ;
BURTON, HR .
AGRICULTURE ECOSYSTEMS & ENVIRONMENT, 1993, 44 (1-4) :81-102
[4]   Predicting interpretability of metabolome models based on behavior, putative identity, and biological relevance of explanatory signals [J].
Enot, David P. ;
Beckmann, Manfred ;
Overy, David ;
Draper, John .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (40) :14865-14870
[5]   Peramine and other fungal alkaloids are exuded in the guttation fluid of endophyte-infected grasses [J].
Koulman, Albert ;
Lane, Geoffrey A. ;
Christensen, Mike J. ;
Fraser, Karl ;
Tapper, Brian A. .
PHYTOCHEMISTRY, 2007, 68 (03) :355-360
[6]  
Lane GA, 2000, BOOK SOIL P, P341
[7]   Electrospray[+] tandem quadrupole mass spectrometry in the elucidation of ergot alkaloids chromatographed by HPLC: screening of grass or forage samples for novel toxic compounds [J].
Lehner, AF ;
Craig, M ;
Fannin, N ;
Bush, L ;
Tobin, T .
JOURNAL OF MASS SPECTROMETRY, 2005, 40 (11) :1484-1502
[8]   Fragmentation patterns of selected ergot alkaloids by electrospray ionization tandem quadrupole mass spectrometry [J].
Lehner, AF ;
Craig, M ;
Fannin, N ;
Bush, L ;
Tobin, T .
JOURNAL OF MASS SPECTROMETRY, 2004, 39 (11) :1275-1286
[9]   ISOLATION OF FEEDING DETERRENTS AGAINST ARGENTINE STEM WEEVIL FROM RYEGRASS INFECTED WITH THE ENDOPHYTE ACREMONIUM-LOLIAE [J].
ROWAN, DD ;
GAYNOR, DL .
JOURNAL OF CHEMICAL ECOLOGY, 1986, 12 (03) :647-658
[10]   Symbioses of grasses with seedborne fungal endophytes [J].
Schardl, CL ;
Leuchtmann, A ;
Spiering, MJ .
ANNUAL REVIEW OF PLANT BIOLOGY, 2004, 55 :315-340