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Stopka SA, Agtuca BJ, Koppenaal DW, Paša-Tolić L, Stacey G, Vertes A, Anderton CR. Laser-ablation electrospray ionization mass spectrometry with ion mobility separation reveals metabolites in the symbiotic interactions of soybean roots and rhizobia. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2017; 91:340-354. [PMID: 28394446 DOI: 10.1111/tpj.13569] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Revised: 04/03/2017] [Accepted: 04/04/2017] [Indexed: 05/18/2023]
Abstract
Technologies enabling in situ metabolic profiling of living plant systems are invaluable for understanding physiological processes and could be used for rapid phenotypic screening (e.g., to produce plants with superior biological nitrogen-fixing ability). The symbiotic interaction between legumes and nitrogen-fixing soil bacteria results in a specialized plant organ (i.e., root nodule) where the exchange of nutrients between host and endosymbiont occurs. Laser-ablation electrospray ionization mass spectrometry (LAESI-MS) is a method that can be performed under ambient conditions requiring minimal sample preparation. Here, we employed LAESI-MS to explore the well characterized symbiosis between soybean (Glycine max L. Merr.) and its compatible symbiont, Bradyrhizobium japonicum. The utilization of ion mobility separation (IMS) improved the molecular coverage, selectivity, and identification of the detected biomolecules. Specifically, incorporation of IMS resulted in an increase of 153 differentially abundant spectral features in the nodule samples. The data presented demonstrate the advantages of using LAESI-IMS-MS for the rapid analysis of intact root nodules, uninfected root segments, and free-living rhizobia. Untargeted pathway analysis revealed several metabolic processes within the nodule (e.g., zeatin, riboflavin, and purine synthesis). Compounds specific to the uninfected root and bacteria were also detected. Lastly, we performed depth profiling of intact nodules to reveal the location of metabolites to the cortex and inside the infected region, and lateral profiling of sectioned nodules confirmed these molecular distributions. Our results established the feasibility of LAESI-IMS-MS for the analysis and spatial mapping of plant tissues, with its specific demonstration to improve our understanding of the soybean-rhizobial symbiosis.
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Affiliation(s)
- Sylwia A Stopka
- Department of Chemistry, W. M. Keck Institute for Proteomics Technology and Applications, The George Washington University, Washington, DC, 20052, USA
| | - Beverly J Agtuca
- Divisions of Plant Sciences and Biochemistry, C. S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - David W Koppenaal
- Environmental Molecular Sciences Laboratory, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, WA, 99354, USA
| | - Ljiljana Paša-Tolić
- Environmental Molecular Sciences Laboratory, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, WA, 99354, USA
| | - Gary Stacey
- Divisions of Plant Sciences and Biochemistry, C. S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
| | - Akos Vertes
- Department of Chemistry, W. M. Keck Institute for Proteomics Technology and Applications, The George Washington University, Washington, DC, 20052, USA
| | - Christopher R Anderton
- Environmental Molecular Sciences Laboratory, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, 902 Battelle Boulevard, Richland, WA, 99354, USA
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Malys BJ, Owens KG. Improving the analyte ion signal in matrix-assisted laser desorption/ionization imaging mass spectrometry via electrospray deposition by enhancing incorporation of the analyte in the matrix. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2017; 31:804-812. [PMID: 28263004 DOI: 10.1002/rcm.7848] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 01/06/2017] [Accepted: 03/01/2017] [Indexed: 06/06/2023]
Abstract
RATIONALE Matrix-assisted laser desorption/ionization (MALDI) is widely used as the ionization method in high-resolution chemical imaging studies that seek to visualize the distribution of analytes within sectioned biological tissues. This work extends the use of electrospray deposition (ESD) to apply matrix with an additional solvent spray to incorporate and homogenize analyte within the matrix overlayer. METHODS Analytes and matrix are sequentially and independently applied by ESD to create a sample from which spectra are collected, mimicking a MALDI imaging mass spectrometry (IMS) experiment. Subsequently, an incorporation spray consisting of methanol is applied by ESD to the sample and another set of spectra are collected. The spectra prior to and after the incorporation spray are compared to evaluate the improvement in the analyte signal. RESULTS Prior to the incorporation spray, samples prepared using α-cyano-4-hydroxycinnamic acid (CHCA) and 2,5-dihydroxybenzoic acid (DHB) as the matrix showed low signal while the sample using sinapinic acid (SA) initially exhibited good signal. Following the incorporation spray, the sample using SA did not show an increase in signal; the sample using DHB showed moderate gain factors of 2-5 (full ablation spectra) and 12-336 (raster spectra), while CHCA samples saw large increases in signal, with gain factors of 14-172 (full ablation spectra) and 148-1139 (raster spectra). CONCLUSIONS The use of an incorporation spray to apply solvent by ESD to a matrix layer already deposited by ESD provides an increase in signal by both promoting incorporation of the analyte within and homogenizing the distribution of the incorporated analyte throughout the matrix layer. Copyright © 2017 John Wiley & Sons, Ltd.
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Affiliation(s)
- Brian J Malys
- Department of Chemistry, Drexel University, Philadelphia, PA, 19104, USA
| | - Kevin G Owens
- Department of Chemistry, Drexel University, Philadelphia, PA, 19104, USA
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Wesdemiotis C. Multidimensional Mass Spectrometry of Synthetic Polymers and Advanced Materials. Angew Chem Int Ed Engl 2017; 56:1452-1464. [PMID: 27712048 DOI: 10.1002/anie.201607003] [Citation(s) in RCA: 73] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Revised: 10/02/2016] [Indexed: 01/06/2023]
Abstract
Multidimensional mass spectrometry interfaces a suitable ionization technique and mass analysis (MS) with fragmentation by tandem mass spectrometry (MS2 ) and an orthogonal online separation method. Separation choices include liquid chromatography (LC) and ion-mobility spectrometry (IMS), in which separation takes place pre-ionization in the solution state or post-ionization in the gas phase, respectively. The MS step provides elemental composition information, while MS2 exploits differences in the bond stabilities of a polymer, yielding connectivity and sequence information. LC conditions can be tuned to separate by polarity, end-group functionality, or hydrodynamic volume, whereas IMS adds selectivity by macromolecular shape and architecture. This Minireview discusses how selected combinations of the MS, MS2 , LC, and IMS dimensions can be applied, together with the appropriate ionization method, to determine the constituents, structures, end groups, sequences, and architectures of a wide variety of homo- and copolymeric materials, including multicomponent blends, supramolecular assemblies, novel hybrid materials, and large cross-linked or nonionizable polymers.
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Affiliation(s)
- Chrys Wesdemiotis
- Department of Chemistry, The University of Akron, Akron, OH, 44325, USA
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Wesdemiotis C. Mehrdimensionale Massenspektrometrie von synthetischen Polymeren und modernen Materialien. Angew Chem Int Ed Engl 2017. [DOI: 10.1002/ange.201607003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Chrys Wesdemiotis
- Department of Chemistry; The University of Akron; Akron OH 44325 USA
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Chen Z, Xu X, Zhang J, Liu Y, Xu X, Li L, Wang W, Xu H, Jiang W, Wang Y. Application of LC-MS-Based Global Metabolomic Profiling Methods to Human Mental Fatigue. Anal Chem 2016; 88:11293-11296. [PMID: 27934122 DOI: 10.1021/acs.analchem.6b03421] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Zhenling Chen
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Xianfa Xu
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Jianping Zhang
- The Second Research Institute of Civil Aviation Administration of China, 2nd Ring Road,
South Section 2, No. 17, Chengdu, Sichuan
Province 610041, China
| | - Yongsuo Liu
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Xianggang Xu
- Civil Aviation Management Institute of China, Huajiadi East Road No. 3, Chaoyang
District, Beijing 100102, China
| | - Lili Li
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Wei Wang
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Haishan Xu
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Wei Jiang
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
| | - Yan Wang
- Civil Aviation Medicine Center, Civil Aviation Administration of China (Civil Aviation Hospital), Gaojing
No. A1, Chaoyang District, Beijing 100123, China
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Carella P, Wilson DC, Kempthorne CJ, Cameron RK. Vascular Sap Proteomics: Providing Insight into Long-Distance Signaling during Stress. FRONTIERS IN PLANT SCIENCE 2016; 7:651. [PMID: 27242852 PMCID: PMC4863880 DOI: 10.3389/fpls.2016.00651] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 04/28/2016] [Indexed: 05/17/2023]
Abstract
The plant vascular system, composed of the xylem and phloem, is important for the transport of water, mineral nutrients, and photosynthate throughout the plant body. The vasculature is also the primary means by which developmental and stress signals move from one organ to another. Due to practical and technological limitations, proteomics analysis of xylem and phloem sap has been understudied in comparison to accessible sample types such as leaves and roots. However, recent advances in sample collection techniques and mass spectrometry technology are making it possible to comprehensively analyze vascular sap proteomes. In this mini-review, we discuss the emerging field of vascular sap proteomics, with a focus on recent comparative studies to identify vascular proteins that may play roles in long-distance signaling and other processes during stress responses in plants.
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