A multimodal metabolomics approach using imaging mass spectrometry and liquid chromatography-tandem mass spectrometry for spatially characterizing monoterpene indole alkaloids secreted from roots

被引:7
作者
Nakabayashi, Ryo [1 ]
Takeda-Kamiya, Noriko [1 ]
Yamada, Yutaka [1 ]
Mori, Tetsuya [1 ]
Uzaki, Mai [1 ]
Nirasawa, Takashi [2 ]
Toyooka, Kiminori [1 ]
Saito, Kazuki [1 ]
机构
[1] RIKEN Ctr Sustainable Resource Sci, Yokohama, Kanagawa 2300045, Japan
[2] Bruker Japan KK, Yokohama, Kanagawa 2210022, Japan
关键词
imaging mass spectrometry; liquid chromatography-tandem mass spectrometry; metabolomics; monoterpene indole alkaloid; secretion; RHIZOSPHERE MICROBIOME; METABOLITES; EXUDATION; BIOLOGY;
D O I
10.5511/plantbiotechnology.21.0504a
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Plants release specialized (secondary) metabolites from their roots to communicate with other organisms, including soil microorganisms. The spatial behavior of such metabolites around these roots can help us understand roles for the communication; however, currently, they are unclear because soil-based studies are complex. Here, we established a multimodal metabolomics approach using imaging mass spectrometry (IMS) and liquid chromatography-tandem mass spectrometry (LC-MS/MS) to spatially assign metabolites under laboratory conditions using agar. In a case study using Catharanthus roseus, we showed that 58 nitrogen (N)-containing metabolites are released from the roots into the agar. For the metabolite assignment, we used N-15-labeled and non-labeled LC-MS/MS data, previously reported. Four metabolite ions were identified using authentic standard compounds as derived from monoterpene indole alkaloids (MIAs) such as ajmalicine, catharanthine, serpentine, and yohimbine. An alkaloid network analysis using dot products and spinglass methods characterized five clusters to which the 58 ions belong. The analysis clustered ions from the indolic skeleton type MIAs to a cluster, suggesting that other communities may represent distinct metabolite groups. For future chemical assignments of the serpentine community, key fragmentation patterns were characterized using the 15N-labeled and non labeled MS/MS spectra.
引用
收藏
页码:305 / 310
页数:6
相关论文
共 27 条
[1]   Reproducible molecular networking of untargeted mass spectrometry data using GNPS [J].
Aron, Allegra T. ;
Gentry, Emily C. ;
McPhail, Kerry L. ;
Nothias, Louis-Felix ;
Nothias-Esposito, Melissa ;
Bouslimani, Amina ;
Petras, Daniel ;
Gauglitz, Julia M. ;
Sikora, Nicole ;
Vargas, Fernando ;
van Der Hooft, Justin J. J. ;
Ernst, Madeleine ;
Bin Kang, Kyo ;
Aceves, Christine M. ;
Caraballo-Rodriguez, Andres Mauricio ;
Koester, Irina ;
Weldon, Kelly C. ;
Bertrand, Samuel ;
Roullier, Catherine ;
Sun, Kunyang ;
Tehan, Richard M. ;
Boya P, Cristopher A. ;
Christian, Martin H. ;
Gutierrez, Marcelino ;
Ulloa, Aldo Moreno ;
Mora, Javier Andres Tejeda ;
Mojica-Flores, Randy ;
Lakey-Beitia, Johant ;
Vasquez-Chaves, Victor ;
Zhang, Yilue ;
Calderon, Angela, I ;
Tayler, Nicole ;
Keyzers, Robert A. ;
Tugizimana, Fidele ;
Ndlovu, Nombuso ;
Aksenov, Alexander A. ;
Jarmusch, Alan K. ;
Schmid, Robin ;
Truman, Andrew W. ;
Bandeira, Nuno ;
Wang, Mingxun ;
Dorrestein, Pieter C. .
NATURE PROTOCOLS, 2020, 15 (06) :1954-1991
[2]   Enabling plant synthetic biology through genome engineering [J].
Baltes, Nicholas J. ;
Voytas, Daniel F. .
TRENDS IN BIOTECHNOLOGY, 2015, 33 (02) :120-131
[3]   The rhizosphere microbiome and plant health [J].
Berendsen, Roeland L. ;
Pieterse, Corne M. J. ;
Bakker, Peter A. H. M. .
TRENDS IN PLANT SCIENCE, 2012, 17 (08) :478-486
[4]   Towards Unraveling Macroecological Patterns in Rhizosphere Microbiomes [J].
Brunel, Caroline ;
Pouteau, Robin ;
Dawson, Wayne ;
Pester, Michael ;
Ramirez, Kelly S. ;
van Kleunen, Mark .
TRENDS IN PLANT SCIENCE, 2020, 25 (10) :1017-1029
[5]   High mass resolution, spatial metabolite mapping enhances the current plant gene and pathway discovery toolbox [J].
Dong, Yonghui ;
Sonawane, Prashant ;
Cohen, Hagai ;
Polturak, Guy ;
Feldberg, Liron ;
Avivi, Shelly Hen ;
Rogachev, Ilana ;
Aharoni, Asaph .
NEW PHYTOLOGIST, 2020, 228 (06) :1986-2002
[6]   Modulation of plant chemistry by beneficial root microbiota [J].
Etalo, Desalegn W. ;
Jeon, Je-Seung ;
Raaijmakers, Jos M. .
NATURAL PRODUCT REPORTS, 2018, 35 (05) :398-409
[7]   A specialized metabolic network selectively modulates Arabidopsis root microbiota [J].
Huang, Ancheng C. ;
Jiang, Ting ;
Liu, Yong-Xin ;
Bai, Yue-Chen ;
Reed, James ;
Qu, Baoyuan ;
Goossens, Alain ;
Nutzmann, Hans-Wilhelm ;
Bai, Yang ;
Osbourn, Anne .
SCIENCE, 2019, 364 (6440) :546-+
[8]   Rhizosphere microbiome mediates systemic root metabolite exudation by root-to-root signaling [J].
Korenblum, Elisa ;
Dong, Yonghui ;
Szymanski, Jedrzej ;
Panda, Sayantan ;
Jozwiak, Adam ;
Massalha, Hassan ;
Meir, Sagit ;
Rogachev, Ilana ;
Aharoni, Asaph .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (07) :3874-3883
[9]   The Role of Secretion Systems, Effectors, and Secondary Metabolites of Beneficial Rhizobacteria in Interactions With Plants and Microbes [J].
Lucke, Miriam ;
Correa, Mario Gabriel ;
Levy, Asaf .
FRONTIERS IN PLANT SCIENCE, 2020, 11
[10]  
Monribot-Villanueva JL, 2015, G DON J CHEM SOC, V59, P14