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
  • [21] Garcia-Pichel F., 2003, Algological Studies, V109, P213, DOI [DOI 10.1127/1864-1318/2003/0109-0213, 10.1127/1864-1318/2003/0109-0213]
  • [22] Temperature Drives the Continental-Scale Distribution of Key Microbes in Topsoil Communities
    Garcia-Pichel, Ferran
    Loza, Virginia
    Marusenko, Yevgeniy
    Mateo, Pilar
    Potrafka, Ruth M.
    [J]. SCIENCE, 2013, 340 (6140) : 1574 - 1577
  • [23] Synergistic use of plant-prokaryote comparative genomics for functional annotations
    Gerdes, Svetlana
    El Yacoubi, Basma
    Bailly, Marc
    Blaby, Ian K.
    Blaby-Haas, Crysten E.
    Jeanguenin, Linda
    Lara-Nunez, Aurora
    Pribat, Anne
    Waller, Jeffrey C.
    Wilke, Andreas
    Overbeek, Ross
    Hanson, Andrew D.
    de Crecy-Lagard, Valerie
    [J]. BMC GENOMICS, 2011, 12
  • [24] Lessons from the Past and Charting the Future of Marine Natural Products Drug Discovery and Chemical Biology
    Gerwick, William H.
    Moore, Bradley S.
    [J]. CHEMISTRY & BIOLOGY, 2012, 19 (01): : 85 - 98
  • [25] The TIGRFAMs database of protein families
    Haft, DH
    Selengut, JD
    White, O
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (01) : 371 - 373
  • [26] Molecular biology of cyanobacterial salt acclimation
    Hagemann, Martin
    [J]. FEMS MICROBIOLOGY REVIEWS, 2011, 35 (01) : 87 - 123
  • [27] 'Unknown' proteins and 'orphan' enzymes: the missing half of the engineering parts list - and how to find it
    Hanson, Andrew D.
    Pribat, Anne
    Waller, Jeffrey C.
    de Crecy-Lagard, Valerie
    [J]. BIOCHEMICAL JOURNAL, 2010, 425 : 1 - 11
  • [28] The junctional pore complex, a prokaryotic secretion organelle, is the molecular motor underlying gliding motility in cyanobacteria
    Hoiczyk, E
    Baumeister, W
    [J]. CURRENT BIOLOGY, 1998, 8 (21) : 1161 - 1168
  • [29] MassBank: a public repository for sharing mass spectral data for life sciences
    Horai, Hisayuki
    Arita, Masanori
    Kanaya, Shigehiko
    Nihei, Yoshito
    Ikeda, Tasuku
    Suwa, Kazuhiro
    Ojima, Yuya
    Tanaka, Kenichi
    Tanaka, Satoshi
    Aoshima, Ken
    Oda, Yoshiya
    Kakazu, Yuji
    Kusano, Miyako
    Tohge, Takayuki
    Matsuda, Fumio
    Sawada, Yuji
    Hirai, Masami Yokota
    Nakanishi, Hiroki
    Ikeda, Kazutaka
    Akimoto, Naoshige
    Maoka, Takashi
    Takahashi, Hiroki
    Ara, Takeshi
    Sakurai, Nozomu
    Suzuki, Hideyuki
    Shibata, Daisuke
    Neumann, Steffen
    Iida, Takashi
    Tanaka, Ken
    Funatsu, Kimito
    Matsuura, Fumito
    Soga, Tomoyoshi
    Taguchi, Ryo
    Saito, Kazuki
    Nishioka, Takaaki
    [J]. JOURNAL OF MASS SPECTROMETRY, 2010, 45 (07): : 703 - 714
  • [30] KEGG for integration and interpretation of large-scale molecular data sets
    Kanehisa, Minoru
    Goto, Susumu
    Sato, Yoko
    Furumichi, Miho
    Tanabe, Mao
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) : D109 - D114