Functional Genomics of Novel Secondary Metabolites from Diverse Cyanobacteria Using Untargeted Metabolomics

被引:46
作者
Baran, Richard [1 ]
Ivanova, Natalia N. [2 ]
Jose, Nick [1 ]
Garcia-Pichel, Ferran [3 ]
Kyrpides, Nikos C. [2 ]
Gugger, Muriel [4 ]
Northen, Trent R. [1 ]
机构
[1] Univ Calif Berkeley, Lawrence Berkeley Natl Lab, Div Life Sci, Berkeley, CA 94720 USA
[2] DOE Joint Genome Inst, Walnut Creek, CA 94598 USA
[3] Arizona State Univ, Sch Life Sci, Tempe, AZ 85287 USA
[4] Inst Pasteur, Collect Cyanobacteria, F-75724 Paris 15, France
来源
MARINE DRUGS | 2013年 / 11卷 / 10期
关键词
cyanobacteria; metabolomics; mass spectrometry; MS; betaines; oligosaccharides; GAMMA-GLUTAMYL-TRANSPEPTIDASE; SYNECHOCOCCUS-SP; PCC-7002; ESCHERICHIA-COLI; DATABASE; SCALE; GLUCOSYLGLYCEROL; MOLECULES; DISCOVERY; SEQUENCE; SYNTHASE;
D O I
10.3390/md11103617
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Mass spectrometry-based metabolomics has become a powerful tool for the detection of metabolites in complex biological systems and for the identification of novel metabolites. We previously identified a number of unexpected metabolites in the cyanobacterium Synechococcus sp. PCC 7002, such as histidine betaine, its derivatives and several unusual oligosaccharides. To test for the presence of these compounds and to assess the diversity of small polar metabolites in other cyanobacteria, we profiled cell extracts of nine strains representing much of the morphological and evolutionary diversification of this phylum. Spectral features in raw metabolite profiles obtained by normal phase liquid chromatography coupled to mass spectrometry (MS) were manually curated so that chemical formulae of metabolites could be assigned. For putative identification, retention times and MS/MS spectra were cross-referenced with those of standards or available sprectral library records. Overall, we detected 264 distinct metabolites. These included indeed different betaines, oligosaccharides as well as additional unidentified metabolites with chemical formulae not present in databases of metabolism. Some of these metabolites were detected only in a single strain, but some were present in more than one. Genomic interrogation of the strains revealed that generally, presence of a given metabolite corresponded well with the presence of its biosynthetic genes, if known. Our results show the potential of combining metabolite profiling and genomics for the identification of novel biosynthetic genes.
引用
收藏
页码:3617 / 3631
页数:15
相关论文
共 63 条
  • [31] Kind Tobias, 2010, Bioanal Rev, V2, P23, DOI 10.1007/s12566-010-0015-9
  • [32] Complete set of ORF clones of Escherichia coli ASKA library (A complete Set of E. coli K-12 ORF archive):: Unique resources for biological research
    Kitagawa, Masanari
    Ara, Takeshi
    Arifuzzaman, Mohammad
    Ioka-Nakamichi, Tomoko
    Inamoto, Eiji
    Toyonaga, Hiromi
    Mori, Hirotada
    [J]. DNA RESEARCH, 2005, 12 (05) : 291 - 299
  • [33] ATP drives direct photosynthetic production of 1-butanol in cyanobacteria
    Lan, Ethan I.
    Liao, James C.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (16) : 6018 - 6023
  • [34] Glycosides as compatible solutes: biosynthesis and applications
    Luley-Goedl, Christiane
    Nidetzky, Bernd
    [J]. NATURAL PRODUCT REPORTS, 2011, 28 (05) : 875 - 896
  • [35] CDD: a conserved domain database for interactive domain family analysis
    Marchler-Bauer, Aron
    Anderson, John B.
    Derbyshire, Myra K.
    DeWeese-Scott, Carol
    Gonzales, Noreen R.
    Gwadz, Marc
    Hao, Luning
    He, Siqian
    Hurwitz, David I.
    Jackson, John D.
    Ke, Zhaoxi
    Krylov, Dmitri
    Lanczycki, Christopher J.
    Liebert, Cynthia A.
    Liu, Chunlei
    Lu, Fu
    Lu, Shennan
    Marchler, Gabriele H.
    Mullokandov, Mikhail
    Song, James S.
    Thanki, Narmada
    Yamashita, Roxanne A.
    Yin, Jodie J.
    Zhang, Dachuan
    Bryant, Stephen H.
    [J]. NUCLEIC ACIDS RESEARCH, 2007, 35 : D237 - D240
  • [36] IMG: the integrated microbial genomes database and comparative analysis system
    Markowitz, Victor M.
    Chen, I-Min A.
    Palaniappan, Krishna
    Chu, Ken
    Szeto, Ernest
    Grechkin, Yuri
    Ratner, Anna
    Jacob, Biju
    Huang, Jinghua
    Williams, Peter
    Huntemann, Marcel
    Anderson, Iain
    Mavromatis, Konstantinos
    Ivanova, Natalia N.
    Kyrpides, Nikos C.
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) : D115 - D122
  • [37] Redirecting Reductant Flux into Hydrogen Production via Metabolic Engineering of Fermentative Carbon Metabolism in a Cyanobacterium
    McNeely, Kelsey
    Xu, Yu
    Bennette, Nick
    Bryant, Donald A.
    Dismukes, G. Charles
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2010, 76 (15) : 5032 - 5038
  • [38] Phenotypic Landscape of a Bacterial Cell
    Nichols, Robert J.
    Sen, Saunak
    Choo, Yoe Jin
    Beltrao, Pedro
    Zietek, Matylda
    Chaba, Rachna
    Lee, Sueyoung
    Kazmierczak, Krystyna M.
    Lee, Karis J.
    Wong, Angela
    Shales, Michael
    Lovett, Susan
    Winkler, Malcolm E.
    Krogan, Nevan J.
    Typas, Athanasios
    Gross, Carol A.
    [J]. CELL, 2011, 144 (01) : 143 - 156
  • [39] Extreme halophiles synthesize betaine from glycine by methylation
    Nyyssölä, A
    Kerovuo, J
    Kaukinen, P
    von Weymarn, N
    Reinikainen, T
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2000, 275 (29) : 22196 - 22201
  • [40] Characterization of Halomonas sp Strain H11 α-Glucosidase Activated by Monovalent Cations and Its Application for Efficient Synthesis of α-D-Glucosylglycerol
    Ojima, Teruyo
    Saburi, Wataru
    Yamamoto, Takeshi
    Kudo, Toshiaki
    [J]. APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2012, 78 (06) : 1836 - 1845