MS-DIAL: data-independent MS/MS deconvolution for comprehensive metabolome analysis

被引:2273
作者
Tsugawa, Hiroshi [1 ,2 ]
Cajka, Tomas [3 ]
Kind, Tobias [3 ]
Ma, Yan [3 ]
Higgins, Brendan [4 ]
Ikeda, Kazutaka [5 ,6 ]
Kanazawa, Mitsuhiro [7 ]
VanderGheynst, Jean [4 ]
Fiehn, Oliver [3 ,8 ]
Arita, Masanori [1 ,9 ]
机构
[1] RIKEN Ctr Sustainable Resource Sci, Yokohama, Kanagawa, Japan
[2] Osaka Univ, Grad Sch Engn, Dept Biotechnol, Suita, Osaka, Japan
[3] Univ Calif Davis, Genome Ctr, Davis, CA 95616 USA
[4] Univ Calif Davis, Dept Biol & Agr Engn, Davis, CA 95616 USA
[5] RIKEN Ctr Integrat Med Sci, Yokohama, Kanagawa, Japan
[6] Japan Sci & Technol Agcy, Kawaguchi, Saitama, Japan
[7] Reifycs Inc, Minato Ku, Tokyo, Japan
[8] King Abdulaziz Univ, Fac Sci, Dept Biochem, Jeddah 21413, Saudi Arabia
[9] Natl Inst Genet, Mishima, Shizuoka 411, Japan
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
TOOL; IDENTIFICATION; EXTRACTION; MRMPROBS;
D O I
10.1038/nmeth.3393
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Data-independent acquisition (DIA) in liquid chromatography (LC) coupled to tandem mass spectrometry (MS/MS) provides comprehensive untargeted acquisition of molecular data. We provide an open-source software pipeline, which we call MS-DIAL, for DIA-based identification and quantification of small molecules by mass spectral deconvolution. For a reversed-phase LC-MS/MS analysis of nine algal strains, MS-DIAL using an enriched LipidBlast library identified 1,023 lipid compounds, highlighting the chemotaxonomic relationships between the algal strains.
引用
收藏
页码:523 / +
页数:9
相关论文
共 33 条
[1]  
Brand J.J., 2013, APPL PHYCOLOGY BIOTE, DOI [10.1002/9781118567166.ch5, DOI 10.1002/9781118567166.CH5]
[2]   A revised six-kingdom system of life [J].
Cavalier-Smith, T .
BIOLOGICAL REVIEWS, 1998, 73 (03) :203-266
[3]   Metabolite identification: are you sure? And how do your peers gauge your confidence? [J].
Creek, Darren J. ;
Dunn, Warwick B. ;
Fiehn, Oliver ;
Griffin, Julian L. ;
Hall, Robert D. ;
Lei, Zhentian ;
Mistrik, Robert ;
Neumann, Steffen ;
Schymanski, Emma L. ;
Sumner, Lloyd W. ;
Trengove, Robert ;
Wolfender, Jean-Luc .
METABOLOMICS, 2014, 10 (03) :350-353
[4]   Multiplexed MS/MS for improved data-independent acquisition [J].
Egertson, Jarrett D. ;
Kuehn, Andreas ;
Merrihew, Gennifer E. ;
Bateman, Nicholas W. ;
MacLean, Brendan X. ;
Ting, Ying S. ;
Canterbury, Jesse D. ;
Marsh, Donald M. ;
Kellmann, Markus ;
Zabrouskov, Vlad ;
Wu, Christine C. ;
MacCoss, Michael J. .
NATURE METHODS, 2013, 10 (08) :744-+
[5]  
Fiehn O, 2005, LECT NOTES COMPUT SC, V3615, P224
[6]  
GIROUD C, 1988, PLANT CELL PHYSIOL, V29, P587
[7]   STEROL, FATTY-ACID, AND PIGMENT CHARACTERISTICS OF UTEX-2341, A MARINE EUSTIGMATOPHYTE IDENTIFIED PREVIOUSLY AS CHLORELLA-MINUTISSIMA (CHLOROPHYCEAE) [J].
GLADU, PK ;
PATTERSON, GW ;
WIKFORS, GH ;
SMITH, BC .
JOURNAL OF PHYCOLOGY, 1995, 31 (05) :774-777
[8]   The characterisation and cyclic production of a highly unsaturated homoserine lipid in Chlorella minutissima [J].
Haigh, WG ;
Yoder, TF ;
Ericson, L ;
Pratum, T ;
Winget, RR .
BIOCHIMICA ET BIOPHYSICA ACTA-LIPIDS AND LIPID METABOLISM, 1996, 1299 (02) :183-190
[9]   Effects of Escherichia coli on Mixotrophic Growth of Chlorella minutissima and Production of Biofuel Precursors [J].
Higgins, Brendan T. ;
VanderGheynst, Jean S. .
PLOS ONE, 2014, 9 (05)
[10]   MetaboliteDetector: Comprehensive Analysis Tool for Targeted and Nontargeted GC/MS Based Metabolome Analysis [J].
Hiller, Karsten ;
Hangebrauk, Jasper ;
Jager, Christian ;
Spura, Jana ;
Schreiber, Kerstin ;
Schomburg, Dietmar .
ANALYTICAL CHEMISTRY, 2009, 81 (09) :3429-3439