1
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Park M, Somborn A, Schlehuber D, Keuter V, Deerberg G. Raman spectroscopy in crop quality assessment: focusing on sensing secondary metabolites: a review. HORTICULTURE RESEARCH 2023; 10:uhad074. [PMID: 37249949 PMCID: PMC10208899 DOI: 10.1093/hr/uhad074] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 04/12/2023] [Indexed: 05/31/2023]
Abstract
As a crop quality sensor, Raman spectroscopy has been consistently proposed as one of the most promising and non-destructive methods for qualitative and quantitative analysis of plant substances, because it can measure molecular structures in a short time without requiring pretreatment along with simple usage. The sensitivity of the Raman spectrum to target chemicals depends largely on the wavelength, intensity of the laser power, and exposure time. Especially for plant samples, it is very likely that the peak of the target material is covered by strong fluorescence effects. Therefore, methods using lasers with low energy causing less fluorescence, such as 785 nm or near-infrared, are vigorously discussed. Furthermore, advanced techniques for obtaining more sensitive and clear spectra, like surface-enhanced Raman spectroscopy, time-gated Raman spectroscopy or combination with thin-layer chromatography, are being investigated. Numerous interpretations of plant quality can be represented not only by the measurement conditions but also by the spectral analysis methods. Up to date, there have been attempted to optimize and generalize analysis methods. This review summarizes the state of the art of micro-Raman spectroscopy in crop quality assessment focusing on secondary metabolites, from in vitro to in vivo and even in situ, and suggests future research to achieve universal application.
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Affiliation(s)
| | - Annette Somborn
- Fraunhofer Institute for Environmental, Safety and Energy Technologies UMSICHT, 46047, Oberhausen, Germany
| | - Dennis Schlehuber
- Fraunhofer Institute for Environmental, Safety and Energy Technologies UMSICHT, 46047, Oberhausen, Germany
| | - Volkmar Keuter
- Fraunhofer Institute for Environmental, Safety and Energy Technologies UMSICHT, 46047, Oberhausen, Germany
| | - Görge Deerberg
- Fraunhofer Institute for Environmental, Safety and Energy Technologies UMSICHT, 46047, Oberhausen, Germany
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2
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Ramakrishna P. Peeling back the layers: Raman imaging reveals microchemistry of tomato cuticle during development. PLANT PHYSIOLOGY 2023; 191:6-8. [PMID: 36303323 PMCID: PMC9806575 DOI: 10.1093/plphys/kiac504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 10/19/2022] [Indexed: 06/16/2023]
Affiliation(s)
- Priya Ramakrishna
- Laboratory for Biological Geochemistry, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
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3
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Liu LL, Deng YQ, Dong XX, Wang CF, Yuan F, Han GL, Wang BS. ALDH2C4 regulates cuticle thickness and reduces water loss to promote drought tolerance. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2022; 323:111405. [PMID: 35914575 DOI: 10.1016/j.plantsci.2022.111405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 07/13/2022] [Accepted: 07/28/2022] [Indexed: 06/15/2023]
Abstract
In Arabidopsis thaliana, ALDH2C4 encodes coniferaldehyde dehydrogenase, which oxidizes coniferaldehyde to ferulic acid. Drought stress is one of the important abiotic stresses affecting plant growth. However, the role of ferulic acid in drought resistance is unknown. To investigate the contribution of ferulic acid to cuticle composition and drought resistance, we used two Arabidopsis aldh2c4 mutant lines. Compared with wild-type (WT) leaves, ferulic acid contents were significantly lower (by more than 50 %) in mutants. The mutants also had lower amounts of cutin and wax, primarily due to reductions in C18:2 dioic acid and alkanes, respectively. Furthermore, the leaves of the mutant plants exhibited greater rates of water loss and released chlorophyll faster than WT leaves when immersed in 80 % ethanol, indicating a defective cuticle barrier. The growth of aldh2c4 mutants was severely inhibited, and their leaves showed a higher degree of wilting relative to the WT plants under drought conditions. In aldh2c4 complementation lines, the growth inhibition of the mutant plants under drought stress was alleviated. Taken together, our results demonstrate that ferulic acid plays an important role in the composition and structural properties of the cuticle and that a ferulic acid deficiency in the cutin leads to reduced drought tolerance.
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Affiliation(s)
- Li-Li Liu
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China
| | - Yun-Quan Deng
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China
| | - Xin-Xiu Dong
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China
| | - Cheng-Feng Wang
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China
| | - Fang Yuan
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China
| | - Guo-Liang Han
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China
| | - Bao-Shan Wang
- Key Laboratory of Plant Stress Research, College of Life Science, Shandong Normal University, Jinan 250014, Shandong, People's Republic of China.
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4
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Hériché M, Arnould C, Wipf D, Courty PE. Imaging plant tissues: advances and promising clearing practices. TRENDS IN PLANT SCIENCE 2022; 27:601-615. [PMID: 35339361 DOI: 10.1016/j.tplants.2021.12.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 12/03/2021] [Accepted: 12/09/2021] [Indexed: 06/14/2023]
Abstract
The study of the organ structure of plants and understanding their physiological complexity requires 3D imaging with subcellular resolution. Most plant organs are highly opaque to light, and their study under optical sectioning microscopes is therefore difficult. In animals, many protocols have been developed to make organs transparent to light using clearing protocols (CPs). By contrast, clearing plant tissues is challenging because of the presence of fibers and pigments. We describe progress in the development of plant CPs over the past 20 years through a modified taxonomy of CPs based on their physical and optical parameters that affect tissue properties. We also discuss successful approaches that combine CPs with new microscopy methods and their future applications in plant science research.
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Affiliation(s)
- Mathilde Hériché
- Agroécologie, AgroSup Dijon, Centre National de la Recherche Scientifique (CNRS), Université de Bourgogne, Institut National de Recherche pour l'Agriculture, l'Alimentation, et l'Environnement (INRAE), Université Bourgogne Franche-Comté, Dijon, France
| | - Christine Arnould
- Agroécologie, AgroSup Dijon, Centre National de la Recherche Scientifique (CNRS), Université de Bourgogne, Institut National de Recherche pour l'Agriculture, l'Alimentation, et l'Environnement (INRAE), Université Bourgogne Franche-Comté, Dijon, France
| | - Daniel Wipf
- Agroécologie, AgroSup Dijon, Centre National de la Recherche Scientifique (CNRS), Université de Bourgogne, Institut National de Recherche pour l'Agriculture, l'Alimentation, et l'Environnement (INRAE), Université Bourgogne Franche-Comté, Dijon, France
| | - Pierre-Emmanuel Courty
- Agroécologie, AgroSup Dijon, Centre National de la Recherche Scientifique (CNRS), Université de Bourgogne, Institut National de Recherche pour l'Agriculture, l'Alimentation, et l'Environnement (INRAE), Université Bourgogne Franche-Comté, Dijon, France.
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5
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Chalapud MC, Baümler ER, Carelli AA, Salgado-Cruz MDLP, Morales-Sánchez E, Rentería-Ortega M, Calderón-Domínguez G. Pectin Films with Recovered Sunflower Waxes Produced by Electrospraying. MEMBRANES 2022; 12:560. [PMID: 35736266 PMCID: PMC9228956 DOI: 10.3390/membranes12060560] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 05/21/2022] [Accepted: 05/24/2022] [Indexed: 12/20/2022]
Abstract
Valorization of by-products obtained from food processing has achieved an important environmental impact. In this research, sunflower wax recovered from oil refining process was incorporated to low and high-methoxyl pectin films produced by electrospraying. Film-forming solutions and wax-added electrosprayed films were physical and structurally evaluated. The addition of sunflower wax to the film-forming solutions reduces conductivity while raising surface tension and density, whereas the type of pectin had a larger impact on viscosity, with the low-methoxyl solution having the highest value. These changes in physical solution properties influenced the film characteristics, observing thicker films with lower water vapor transmission rate (WVTR) when adding wax. Micrographs obtained by scanning electron microscopy (SEM) revealed the presence of wax particles as small spherical shapes, having a good distribution through the sectional area of films. According to X-ray diffraction (XRD), atomic force microscopy (AFM) and mechanical properties analyses, the presence of wax had an impact on the degree of crystallinity, producing a more amorphous and rougher film’s structure, without affecting the elongation percentage and the tensile stress (p>0.05). These results showed that wax addition improves the physical properties of films, while the suitability of using both pectins and the electrospraying technique was demonstrated.
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Affiliation(s)
- Mayra C. Chalapud
- Departamento de Ingeniería Química, Universidad Nacional del Sur (UNS), Bahía Blanca 8000, Argentina; (M.C.C.); (E.R.B.); (A.A.C.)
- Planta Piloto de Ingeniería Química—PLAPIQUI (UNS-CONICET), Bahía Blanca 8000, Argentina
| | - Erica R. Baümler
- Departamento de Ingeniería Química, Universidad Nacional del Sur (UNS), Bahía Blanca 8000, Argentina; (M.C.C.); (E.R.B.); (A.A.C.)
- Planta Piloto de Ingeniería Química—PLAPIQUI (UNS-CONICET), Bahía Blanca 8000, Argentina
| | - Amalia A. Carelli
- Departamento de Ingeniería Química, Universidad Nacional del Sur (UNS), Bahía Blanca 8000, Argentina; (M.C.C.); (E.R.B.); (A.A.C.)
- Planta Piloto de Ingeniería Química—PLAPIQUI (UNS-CONICET), Bahía Blanca 8000, Argentina
| | - Ma. de la Paz Salgado-Cruz
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Wilfrido Massieu s/n, Unidad Profesional Adolfo López Mateos, Zacatenco, GAM, Mexico City 07738, Mexico;
| | - Eduardo Morales-Sánchez
- CICATA—Unidad Querétaro, Instituto Politécnico Nacional, Cerro Blanco No. 141, Col. Colinas del Cimatario, Santiago de Querétaro 76090, Mexico;
| | - Minerva Rentería-Ortega
- Tecnológico Nacional de México/TES de San Felipe del Progreso, Av. Instituto Tecnológico S/N Ejido de San Felipe del Progreso, San Felipe del Progreso 50640, Mexico;
| | - Georgina Calderón-Domínguez
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Wilfrido Massieu s/n, Unidad Profesional Adolfo López Mateos, Zacatenco, GAM, Mexico City 07738, Mexico;
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6
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Sanaeifar A, Ye D, Li X, Luo L, Tang Y, He Y. A Spatial-Temporal Analysis of Cellular Biopolymers on Leaf Blight-Infected Tea Plants Using Confocal Raman Microspectroscopy. FRONTIERS IN PLANT SCIENCE 2022; 13:846484. [PMID: 35519809 PMCID: PMC9062664 DOI: 10.3389/fpls.2022.846484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 03/25/2022] [Indexed: 06/14/2023]
Abstract
The objective of the present study was to characterize the temporal and spatial variation of biopolymers in cells infected by the tea leaf blight using confocal Raman microspectroscopy. We investigated the biopolymers on serial sections of the infection part, and four sections corresponding to different stages of infection were obtained for analysis. Raman spectra extracted from four selected regions (circumscribing the vascular bundle) were analyzed in detail to enable a semi-quantitative comparison of biopolymers on a micron-scale. As the infection progressed, lignin and other phenolic compounds decreased in the vascular bundle, while they increased in both the walls of the bundle sheath cells as well as their intracellular components. The amount of cellulose and other polysaccharides increased in all parts as the infection developed. The variations in the content of lignin and cellulose in different tissues of an individual plant may be part of the reason for the plant's disease resistance. Through wavelet-based data mining, two-dimensional chemical images of lignin, cellulose and all biopolymers were quantified by integrating the characteristic spectral bands ranging from 1,589 to 1,607 cm-1, 1,087 to 1,100 cm-1, and 2,980 to 2,995 cm-1, respectively. The chemical images were consistent with the results of the semi-quantitative analysis, which indicated that the distribution of lignin in vascular bundle became irregular in sections with severe infection, and a substantial quantity of lignin was detected in the cell wall and inside the bundle sheath cell. In serious infected sections, cellulose was accumulated in vascular bundles and distributed within bundle sheath cells. In addition, the distribution of all biopolymers showed that there was a tylose substance produced within the vascular bundles to prevent the further development of pathogens. Therefore, confocal Raman microspectroscopy can be used as a powerful approach for investigating the temporal and spatial variation of biopolymers within cells. Through this method, we can gain knowledge about a plant's defense mechanisms against fungal pathogens.
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Affiliation(s)
- Alireza Sanaeifar
- Fujian Colleges and Universities Engineering Research Center of Modern Agricultural Equipment, Fujian Agriculture and Forestry University, Fuzhou, China
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Dapeng Ye
- Fujian Colleges and Universities Engineering Research Center of Modern Agricultural Equipment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Xiaoli Li
- Fujian Colleges and Universities Engineering Research Center of Modern Agricultural Equipment, Fujian Agriculture and Forestry University, Fuzhou, China
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Liubin Luo
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Yu Tang
- Academy of Interdisciplinary Studies, Guangdong Polytechnic Normal University, Guangzhou, China
| | - Yong He
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
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7
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Bock P, Felhofer M, Mayer K, Gierlinger N. A Guide to Elucidate the Hidden Multicomponent Layered Structure of Plant Cuticles by Raman Imaging. FRONTIERS IN PLANT SCIENCE 2021; 12:793330. [PMID: 34975980 PMCID: PMC8718554 DOI: 10.3389/fpls.2021.793330] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 11/09/2021] [Indexed: 05/29/2023]
Abstract
The cuticle covers almost all plant organs as the outermost layer and serves as a transpiration barrier, sunscreen, and first line of defense against pathogens. Waxes, fatty acids, and aromatic components build chemically and structurally diverse layers with different functionality. So far, electron microscopy has elucidated structure, while isolation, extraction, and analysis procedures have revealed chemistry. With this method paper, we close the missing link by demonstrating how Raman microscopy gives detailed information about chemistry and structure of the native cuticle on the microscale. We introduce an optimized experimental workflow, covering the whole process of sample preparation, Raman imaging experiment, data analysis, and interpretation and show the versatility of the approach on cuticles of a spruce needle, a tomato peel, and an Arabidopsis stem. We include laser polarization experiments to deduce the orientation of molecules and multivariate data analysis to separate cuticle layers and verify their molecular composition. Based on the three investigated cuticles, we discuss the chemical and structural diversity and validate our findings by comparing models based on our spectroscopic data with the current view of the cuticle. We amend the model by adding the distribution of cinnamic acids and flavonoids within the cuticle layers and their transition to the epidermal layer. Raman imaging proves as a non-destructive and fast approach to assess the chemical and structural variability in space and time. It might become a valuable tool to tackle knowledge gaps in plant cuticle research.
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Affiliation(s)
| | | | | | - Notburga Gierlinger
- Department of Nanobiotechnology, Institute of Biophysics, University of Natural Resources and Life Sciences, Vienna, Austria
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8
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Iino T, Hashimoto K, Asai T, Kuchitsu K, Ozeki Y. Multicolour chemical imaging of plant tissues with hyperspectral stimulated Raman scattering microscopy. Analyst 2021; 146:1234-1238. [PMID: 33355541 DOI: 10.1039/d0an02181d] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Recent development of stimulated Raman scattering (SRS) microscopy allows for label-free biological imaging with chemical specificity based on molecular-vibrational signatures. In particular, hyperspectral SRS imaging can acquire a molecular-vibrational spectrum at each pixel, allowing us not only to investigate the spectral difference of various biological molecules but also to discriminate different constituents based on their spectral difference. However, the number of constituents discriminated in previous label-free SRS imaging was limited to four because of the subtleness of spectral difference. Here, we report hyperspectral SRS imaging of plant tissues including leaves of Camellia japonica, roots of Arabidopsis thaliana, and thalli of a liverwort Marchantia polymorpha L. We show that SRS can discriminate as many as six components in Marchantia polymorpha L. without labeling. Our results demonstrate the effectiveness of hyperspectral SRS imaging as a tool for label-free multicolour imaging analysis of various biomolecules in plant tissues.
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Affiliation(s)
- Takanori Iino
- Department of Electrical Engineering and Information Systems, The University of Tokyo, Tokyo 113-8656, Japan.
| | - Kenji Hashimoto
- Department of Applied Biological Science, Tokyo University of Science, Noda 278-8510, Japan. and Imaging Frontier Center, Tokyo University of Science, Noda 278-8510, Japan
| | - Takuya Asai
- Department of Electrical Engineering and Information Systems, The University of Tokyo, Tokyo 113-8656, Japan.
| | - Kazuyuki Kuchitsu
- Department of Applied Biological Science, Tokyo University of Science, Noda 278-8510, Japan. and Imaging Frontier Center, Tokyo University of Science, Noda 278-8510, Japan
| | - Yasuyuki Ozeki
- Department of Electrical Engineering and Information Systems, The University of Tokyo, Tokyo 113-8656, Japan.
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9
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Sasani N, Bock P, Felhofer M, Gierlinger N. Raman imaging reveals in-situ microchemistry of cuticle and epidermis of spruce needles. PLANT METHODS 2021; 17:17. [PMID: 33557869 PMCID: PMC7871409 DOI: 10.1186/s13007-021-00717-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Accepted: 01/28/2021] [Indexed: 05/26/2023]
Abstract
BACKGROUND The cuticle is a protective layer playing an important role in plant defense against biotic and abiotic stresses. So far cuticle structure and chemistry was mainly studied by electron microscopy and chemical extraction. Thus, analysing composition involved sample destruction and the link between chemistry and microstructure remained unclear. In the last decade, Raman imaging showed high potential to link plant anatomical structure with microchemistry and to give insights into orientation of molecules. In this study, we use Raman imaging and polarization experiments to study the native cuticle and epidermal layer of needles of Norway spruce, one of the economically most important trees in Europe. The acquired hyperspectral dataset is the basis to image the chemical heterogeneity using univariate (band integration) as well as multivariate data analysis (cluster analysis and non-negative matrix factorization). RESULTS Confocal Raman microscopy probes the cuticle together with the underlying epidermis in the native state and tracks aromatics, lipids, carbohydrates and minerals with a spatial resolution of 300 nm. All three data analysis approaches distinguish a waxy, crystalline layer on top, in which aliphatic chains and coumaric acid are aligned perpendicular to the surface. Also in the lipidic amorphous cuticle beneath, strong signals of coumaric acid and flavonoids are detected. Even the unmixing algorithm results in mixed endmember spectra and confirms that lipids co-locate with aromatics. The underlying epidermal cell walls are devoid of lipids but show strong aromatic Raman bands. Especially the upper periclinal thicker cell wall is impregnated with aromatics. At the interface between epidermis and cuticle Calcium oxalate crystals are detected in a layer-like fashion. Non-negative matrix factorization gives the purest component spectra, thus the best match with reference spectra and by this promotes band assignments and interpretation of the visualized chemical heterogeneity. CONCLUSIONS Results sharpen our view about the cuticle as the outermost layer of plants and highlight the aromatic impregnation throughout. In the future, developmental studies tracking lipid and aromatic pathways might give new insights into cuticle formation and comparative studies might deepen our understanding why some trees and their needle and leaf surfaces are more resistant to biotic and abiotic stresses than others.
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Affiliation(s)
- Nadia Sasani
- Department of Nanobiotechnology (DNBT), Institute for Biophysics, University of Natural Resources and Life Sciences (BOKU), Muthgasse 11-II, 1190, Vienna, Austria
| | - Peter Bock
- Department of Nanobiotechnology (DNBT), Institute for Biophysics, University of Natural Resources and Life Sciences (BOKU), Muthgasse 11-II, 1190, Vienna, Austria
| | - Martin Felhofer
- Department of Nanobiotechnology (DNBT), Institute for Biophysics, University of Natural Resources and Life Sciences (BOKU), Muthgasse 11-II, 1190, Vienna, Austria
| | - Notburga Gierlinger
- Department of Nanobiotechnology (DNBT), Institute for Biophysics, University of Natural Resources and Life Sciences (BOKU), Muthgasse 11-II, 1190, Vienna, Austria.
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10
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Midorikawa K, Tsuchiya K, Law SSY, Miyagi Y, Asai T, Iino T, Ozeki Y, Kodama Y, Numata K. Cellular internalization mechanism of novel Raman probes designed for plant cells. RSC Chem Biol 2020; 1:204-208. [PMID: 34458759 PMCID: PMC8341950 DOI: 10.1039/d0cb00128g] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Accepted: 07/29/2020] [Indexed: 01/15/2023] Open
Abstract
Diphenylacetylene derivatives containing different polymeric components, poly(l-lysine) (pLys) or tetra(ethylene glycol) (TEG) were designed as novel Raman imaging probes with high Raman sensitivity and low cytotoxicity in living plant cells. The pLys-conjugated probe is internalized via an endocytosis-dependent pathway, whereas TEG-conjugated probe most likely induces direct penetration into the plant cells. Diphenyl acetylene derivatives containing various polymeric components have been designed as new Raman imaging probes. These are taken up by plant cells via different pathways, and the internalization of exogenous molecules can be visualized.![]()
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Affiliation(s)
- Keiko Midorikawa
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science 2-1 Hirosawa Wako Saitama 351-0198 Japan
| | - Kousuke Tsuchiya
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science 2-1 Hirosawa Wako Saitama 351-0198 Japan .,Department of Material Chemistry, Graduate School of Engineering, Kyoto University Kyoto-Daigaku-Katsura Nishikyo-ku Kyoto 615-8510 Japan
| | - Simon Sau Yin Law
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science 2-1 Hirosawa Wako Saitama 351-0198 Japan
| | - Yu Miyagi
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science 2-1 Hirosawa Wako Saitama 351-0198 Japan
| | - Takuya Asai
- Department of Electrical Engineering and Information Systems, The University of Tokyo Tokyo 113-8656 Japan
| | - Takanori Iino
- Department of Electrical Engineering and Information Systems, The University of Tokyo Tokyo 113-8656 Japan
| | - Yasuyuki Ozeki
- Department of Electrical Engineering and Information Systems, The University of Tokyo Tokyo 113-8656 Japan
| | - Yutaka Kodama
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science 2-1 Hirosawa Wako Saitama 351-0198 Japan .,Center for Bioscience Research and Education, Utsunomiya University Tochigi 321-5805 Japan
| | - Keiji Numata
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science 2-1 Hirosawa Wako Saitama 351-0198 Japan .,Department of Material Chemistry, Graduate School of Engineering, Kyoto University Kyoto-Daigaku-Katsura Nishikyo-ku Kyoto 615-8510 Japan
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11
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Abstract
Raman imaging is a microspectroscopic approach revealing the chemistry and structure of plant cell walls in situ on the micro- and nanoscale. The method is based on the Raman effect (inelastic scattering) that takes place when monochromatic laser light interacts with matter. The scattered light conveys a change in energy that is inherent of the involved molecule vibrations. The Raman spectra are thus characteristic for the chemical structure of the molecules and can be recorded spatially ordered with a lateral resolution of about 300 nm. Based on thousands of acquired Raman spectra, images can be assessed using univariate as well as multivariate data analysis approaches. One advantage compared to staining or labeling techniques is that not only one image is obtained as a result but different components and characteristics can be displayed in several images. Furthermore, as every pixel corresponds to a Raman spectrum, which is a kind of "molecular fingerprint," the imaging results should always be evaluated and further details revealed by analysis (e.g., band assignment) of extracted spectra. In this chapter, the basic theoretical background of the technique and instrumentation are described together with sample preparation requirements and tips for high-quality plant tissue sections and successful Raman measurements. Typical Raman spectra of the different plant cell wall components are shown as well as an exemplified analysis of Raman data acquired on the model plant Arabidopsis. Important preprocessing methods of the spectra are included as well as single component image generation (univariate) and spectral unmixing by means of multivariate approaches (e.g., vertex component analysis).
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Affiliation(s)
- Batirtze Prats Mateu
- Department of Nanobiotechnology, Institute of Biophysics, BOKU-University of Natural Resources and Life Sciences, Vienna, Austria
| | - Peter Bock
- Department of Nanobiotechnology, Institute of Biophysics, BOKU-University of Natural Resources and Life Sciences, Vienna, Austria
| | - Notburga Gierlinger
- Department of Nanobiotechnology, Institute of Biophysics, BOKU-University of Natural Resources and Life Sciences, Vienna, Austria.
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12
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Elsayad K. Optical imaging spectroscopy for plant research: more than a colorful picture. CURRENT OPINION IN PLANT BIOLOGY 2019; 52:77-85. [PMID: 31520788 DOI: 10.1016/j.pbi.2019.08.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 08/09/2019] [Accepted: 08/13/2019] [Indexed: 05/24/2023]
Abstract
Optical imaging is a routine and indispensable tool in plant research. Here we review different emerging spectrally resolved optical imaging approaches and the wealth of information they can be used to obtain pertaining to the underlying chemistry, structure and mechanics of plants.
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Affiliation(s)
- Kareem Elsayad
- Advanced Microscopy, VBCF, Vienna Biocenter, Dr. Bohr-Gasse 3, Vienna A-1030, Austria.
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13
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Yue X, Tan Y, Fan W, Song S, Ji H, Li B. Raman spectroscopic analysis of paddy rice infected by three pests and diseases common in Northeast Asia. ACTA ACUST UNITED AC 2019. [DOI: 10.1088/1742-6596/1324/1/012050] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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14
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Butler HJ, Martin FL, Roberts MR, Adams S, McAinsh MR. Observation of nutrient uptake at the adaxial surface of leaves of tomato ( Solanum lycopersicum) using Raman spectroscopy. ANAL LETT 2019. [DOI: 10.1080/00032719.2019.1658199] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Holly J. Butler
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
- Centre for Global Eco-Innovation, Lancaster Environment Centre, Lancaster University, Lancaster, UK
- WESTChem, Department of Pure and Applied Chemistry, Technology and Innovation Centre, University of Strathclyde, Glasgow, UK
| | - Francis L. Martin
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
- School of Pharmacy and Biomedical Sciences, University of Central Lancashire, Preston, UK
| | | | - Steve Adams
- Plant Impact Plc, Rothamsted, Harpenden, Hertfordshire, UK
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15
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Effect of power ultrasound on quality of fresh-cut lettuce (cv. Vera) packaged in passive modified atmosphere. FOOD AND BIOPRODUCTS PROCESSING 2019. [DOI: 10.1016/j.fbp.2019.07.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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16
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Zhu N, Yang Y, Ji M, Wu D, Chen K. Label-free visualization of lignin deposition in loquats using complementary stimulated and spontaneous Raman microscopy. HORTICULTURE RESEARCH 2019; 6:72. [PMID: 31231530 PMCID: PMC6544619 DOI: 10.1038/s41438-019-0153-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Revised: 03/28/2019] [Accepted: 04/08/2019] [Indexed: 06/01/2023]
Abstract
The lignification triggered by biotic or abiotic stresses hardens fruits and vegetables and eventually influences their consumer appeal. Extensive prior efforts have been made to unveil the underlying mechanism of flesh lignification, primarily focused on its physicochemical and molecular biological properties. Nevertheless, most of these studies used destroyed and homogenized bulk tissues as analytes; as a result, potentially valuable spatial information was lost. In this study, the deposition of lignin in loquat flesh during lignification was visualized from the tissue level to the single-cell level by combining the advantages of stimulated Raman scattering (SRS) and spontaneous Raman microscopy using label-free in situ molecular imaging. SRS has the advantages of being fast and providing large-area chemical imaging to reveal the spatial heterogeneity of lignin and cell wall polysaccharide distribution in loquat flesh. After 2 days of storage at 0 °C, increased lignins were observed by large-area SRS imaging. In addition, microscopic SRS images of the flesh cells indicated that the increased lignins were trapped in the cell corner (CC) and middle lamella (ML). Furthermore, the compositional and structural features of lignified cells (LCs), CC and ML of loquat flesh were investigated by spontaneous Raman microscopy, and the results showed that the LCs were a combination of lignin, cellulose, and hemicellulose, whereas CC and ML showed only deposited lignin and pectin without cross-linked cellulose and hemicellulose. This result further suggests that the lignins in the CC and ML regions of loquats were later synthesized alone during postharvest storage. This innovative combination of SRS and spontaneous Raman microscopy allows the label-free macroscale and fine chemical imaging of plant cell walls and will enhance our fundamental understanding of the structures and functions of the plant cell wall.
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Affiliation(s)
- Nan Zhu
- College of Agriculture & Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
| | - Yifan Yang
- State Key Laboratory of Surface Physics and Department of Physics, Human Phenome Institute, Multiscale Research Institute of Complex Systems, Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai, 200433 People’s Republic of China
| | - Minbiao Ji
- State Key Laboratory of Surface Physics and Department of Physics, Human Phenome Institute, Multiscale Research Institute of Complex Systems, Key Laboratory of Micro and Nano Photonic Structures (Ministry of Education), Fudan University, Shanghai, 200433 People’s Republic of China
| | - Di Wu
- College of Agriculture & Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
| | - Kunsong Chen
- College of Agriculture & Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou, 310058 People’s Republic of China
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17
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Brennan M, McDonald A, Topp CFE. Use of Raman microspectroscopy to predict malting barley husk adhesion quality. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2019; 139:587-590. [PMID: 31030026 DOI: 10.1016/j.plaphy.2019.04.024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2019] [Revised: 04/17/2019] [Accepted: 04/17/2019] [Indexed: 06/09/2023]
Abstract
Good quality husk-caryopsis adhesion is essential for malting barley, but that quality is influenced by caryopsis surface lipid composition. Raman spectroscopy was applied to lipid extracts from barley caryopses of cultivars with differential adhesion qualities. Principal component regression indicated that Raman spectroscopy can distinguish among cultivars with good and poor quality adhesion due to differences in compounds associated with adhesion quality.
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Affiliation(s)
- Maree Brennan
- Scotland's Rural College, King's Buildings, West Mains Road, EH9 3JG, Edinburgh, United Kingdom; LERMAB, Faculté des Sciences et Technologies, Université de Lorraine, Nancy, France.
| | - Alison McDonald
- University of Edinburgh, King's Buildings, Edinburgh, United Kingdom
| | - Cairistiona F E Topp
- Scotland's Rural College, King's Buildings, West Mains Road, EH9 3JG, Edinburgh, United Kingdom
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18
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Wang CC, Moorhouse S, Stain C, Seymour M, Green E, Penfield S, Moger J. In situ chemically specific mapping of agrochemical seed coatings using stimulated Raman scattering microscopy. JOURNAL OF BIOPHOTONICS 2018; 11:e201800108. [PMID: 29770613 DOI: 10.1002/jbio.201800108] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 05/14/2018] [Accepted: 05/15/2018] [Indexed: 06/08/2023]
Abstract
Providing sufficient, healthy food for the increasing global population is putting a great deal of pressure on the agrochemical industry to maximize crop yields without sustaining environmental damage. The growth and yield of every plant with sexual reproduction, depends on germination and emergence of sown seeds, which is affected greatly by seed disease. This can be most effectively controlled by treating seeds with pesticides before they are sown. An effective seed coating treatment requires a high surface coverage and adhesion of active ingredients onto the seed surface and the addition of adhesive agents in coating formulations plays a key role in achieving this. Although adhesive agents are known to enhance seed germination, little is understood about how they affect surface distribution of actives and how formulations can be manipulated to rationally engineer seed coating preparations with optimized coverage and efficacy. We show, for the first time, that stimulated Raman scattering microscopy can be used to map the seed surface with microscopic spatial resolution and with chemical specificity to identify formulation components distributed on the seed surface. This represents a major advance in our capability to rationally engineer seed coating formulations with enhanced efficacy.
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Affiliation(s)
| | - Siân Moorhouse
- Syngenta, Jealott's Hill International Research Centre, Bracknell, UK
| | - Chris Stain
- Syngenta, Jealott's Hill International Research Centre, Bracknell, UK
| | - Mark Seymour
- Syngenta, Jealott's Hill International Research Centre, Bracknell, UK
| | - Ellen Green
- School of Physics, University of Exeter, Exeter, UK
| | - Steven Penfield
- Department of Crop Genetics, John Innes Centre, Norwich Research Park, Norwich, UK
| | - Julian Moger
- School of Physics, University of Exeter, Exeter, UK
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19
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Skolik P, McAinsh MR, Martin FL. Biospectroscopy for Plant and Crop Science. VIBRATIONAL SPECTROSCOPY FOR PLANT VARIETIES AND CULTIVARS CHARACTERIZATION 2018. [DOI: 10.1016/bs.coac.2018.03.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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20
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Petit J, Bres C, Mauxion JP, Bakan B, Rothan C. Breeding for cuticle-associated traits in crop species: traits, targets, and strategies. JOURNAL OF EXPERIMENTAL BOTANY 2017; 68:5369-5387. [PMID: 29036305 DOI: 10.1093/jxb/erx341] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 09/14/2017] [Indexed: 05/18/2023]
Abstract
Improving crop productivity and quality while promoting sustainable agriculture have become major goals in plant breeding. The cuticle is a natural film covering the aerial organs of plants and consists of lipid polyesters covered and embedded with wax. The cuticle protects plants against water loss and pathogens and affects traits with strong impacts on crop quality such as, for horticultural crops, fruit brightness, cracking, russeting, netting, and shelf life. Here we provide an overview of the most important cuticle-associated traits that can be targeted for crop improvement. To date, most studies on cuticle-associated traits aimed at crop breeding have been done on fleshy fruits. Less information is available for staple crops such as rice, wheat or maize. Here we present new insights into cuticle formation and properties resulting from the study of genetic resources available for the various crop species. Our review also covers the current strategies and tools aimed at exploiting available natural and artificially induced genetic diversity and the technologies used to transfer the beneficial alleles affecting cuticle-associated traits to commercial varieties.
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Affiliation(s)
- Johann Petit
- UMR 1332 BFP, INRA, Univ. Bordeaux, F-33140 Villenave d'Ornon, France
| | - Cécile Bres
- UMR 1332 BFP, INRA, Univ. Bordeaux, F-33140 Villenave d'Ornon, France
| | | | | | - Christophe Rothan
- UMR 1332 BFP, INRA, Univ. Bordeaux, F-33140 Villenave d'Ornon, France
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21
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Abstract
New technologies are redefining how plant biology will meet societal challenges in health, nutrition, agriculture, and energy. Rapid and inexpensive genome and transcriptome sequencing is being exploited to discover biochemical pathways that provide tools needed for synthetic biology in both plant and microbial systems. Metabolite detection at the cellular and subcellular levels is complementing gene sequencing for pathway discovery and metabolic engineering. The crafting of plant and microbial metabolism for the synthetic biology platforms of tomorrow will require precise gene editing and delivery of entire complex pathways. Plants sustain life and are key to discovery and development of new medicines and agricultural resources; increased research and training in plant science will accelerate efforts to harness the chemical wealth of the plant kingdom.
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Affiliation(s)
- Eleanore T Wurtzel
- Department of Biological Sciences, Lehman College, The City University of New York, 250 Bedford Park Boulevard West, Bronx, NY 10468, USA. The Graduate School and University Center-CUNY, 365 Fifth Avenue, New York, NY 10016-4309, USA.
| | - Toni M Kutchan
- Donald Danforth Plant Science Center, 975 North Warson Road, St. Louis, MO 63132, USA.
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22
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De Bleye C, Dumont E, Dispas A, Hubert C, Sacré PY, Netchacovitch L, De Muyt B, Kevers C, Dommes J, Hubert P, Ziemons E. Monitoring of anatabine release by methyl jasmonate elicited BY-2 cells using surface-enhanced Raman scattering. Talanta 2016; 160:754-760. [PMID: 27591672 DOI: 10.1016/j.talanta.2016.08.027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Revised: 08/04/2016] [Accepted: 08/05/2016] [Indexed: 11/24/2022]
Abstract
A new application of surface-enhanced Raman scattering (SERS) in the field of plant material analysis is proposed in this study. The aim was to monitor the release of anatabine by methyl jasmonate (MeJa) elicited Bright Yellow-2 (BY-2) cells. Gold nanoparticles (AuNps) were used as SERS substrate. The first step was to study the SERS activity of anatabine in a complex matrix comprising the culture medium and BY-2 cells. The second step was the calibration. This one was successfully performed directly in the culture medium in order to take into account the matrix effect, by spiking the medium with different concentrations of anatabine, leading to solutions ranging from 250 to 5000µgL(-1). A univariate analysis was performed, the intensity of a band situated at 1028cm(-1), related to anatabine, was plotted against the anatabine concentration. A linear relationship was observed with a R(2) of 0.9951. During the monitoring study, after the MeJa elicitation, samples were collected from the culture medium containing BY-2 cells at 0, 24h, 48h, 72h and 96h and were analysed using SERS. Finally, the amount of anatabine released in the culture medium was determined using the response function, reaching a plateau after 72h of 82µg of anatabine released/g of fresh weight (FW) MeJa elicited BY-2 cells.
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Affiliation(s)
- C De Bleye
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium.
| | - E Dumont
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
| | - A Dispas
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
| | - C Hubert
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
| | - P-Y Sacré
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
| | - L Netchacovitch
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
| | - B De Muyt
- University of Liege (ULg), CEDEVIT (ASBL), Plant and Biology Institute, Plant Molecular Biology and Biotechnology Unit, Sart-Tilman, Quartier Vallée 1, Chemin de la Vallée 4, B22, B-4000 Liege, Belgium
| | - C Kevers
- University of Liege (ULg), CEDEVIT (ASBL), Plant and Biology Institute, Plant Molecular Biology and Biotechnology Unit, Sart-Tilman, Quartier Vallée 1, Chemin de la Vallée 4, B22, B-4000 Liege, Belgium
| | - J Dommes
- University of Liege (ULg), CEDEVIT (ASBL), Plant and Biology Institute, Plant Molecular Biology and Biotechnology Unit, Sart-Tilman, Quartier Vallée 1, Chemin de la Vallée 4, B22, B-4000 Liege, Belgium
| | - Ph Hubert
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
| | - E Ziemons
- University of Liege (ULg), CIRM, Department of Pharmacy, Laboratory of Analytical Chemistry, CHU, Quartier Hôpital, Avenue Hippocrate 15, B36, B-4000 Liege, Belgium
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23
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Wakisaka Y, Suzuki Y, Iwata O, Nakashima A, Ito T, Hirose M, Domon R, Sugawara M, Tsumura N, Watarai H, Shimobaba T, Suzuki K, Goda K, Ozeki Y. Probing the metabolic heterogeneity of live Euglena gracilis with stimulated Raman scattering microscopy. Nat Microbiol 2016; 1:16124. [DOI: 10.1038/nmicrobiol.2016.124] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Accepted: 06/27/2016] [Indexed: 11/09/2022]
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24
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Guo N, Gao J, He Y, Guo Y. Compositae Plants Differed in Leaf Cuticular Waxes between High and Low Altitudes. Chem Biodivers 2016; 13:710-8. [DOI: 10.1002/cbdv.201500208] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 09/30/2015] [Indexed: 11/11/2022]
Affiliation(s)
- Na Guo
- College of Agronomy and Biotechnology; Southwest University; Chongqing 400716 P. R. China
| | - Jianhua Gao
- College of Agronomy and Biotechnology; Southwest University; Chongqing 400716 P. R. China
| | - Yuji He
- College of Agronomy and Biotechnology; Southwest University; Chongqing 400716 P. R. China
| | - Yanjun Guo
- College of Agronomy and Biotechnology; Southwest University; Chongqing 400716 P. R. China
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25
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Fricker MD, Moger J, Littlejohn GR, Deeks MJ. Making microscopy count: quantitative light microscopy of dynamic processes in living plants. J Microsc 2016; 263:181-91. [PMID: 27145353 DOI: 10.1111/jmi.12403] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 01/31/2016] [Accepted: 02/16/2016] [Indexed: 12/18/2022]
Abstract
Cell theory has officially reached 350 years of age as the first use of the word 'cell' in a biological context can be traced to a description of plant material by Robert Hooke in his historic publication 'Micrographia: or some physiological definitions of minute bodies'. The 2015 Royal Microscopical Society Botanical Microscopy meeting was a celebration of the streams of investigation initiated by Hooke to understand at the subcellular scale how plant cell function and form arises. Much of the work presented, and Honorary Fellowships awarded, reflected the advanced application of bioimaging informatics to extract quantitative data from micrographs that reveal dynamic molecular processes driving cell growth and physiology. The field has progressed from collecting many pixels in multiple modes to associating these measurements with objects or features that are meaningful biologically. The additional complexity involves object identification that draws on a different type of expertise from computer science and statistics that is often impenetrable to biologists. There are many useful tools and approaches being developed, but we now need more interdisciplinary exchange to use them effectively. In this review we show how this quiet revolution has provided tools available to any personal computer user. We also discuss the oft-neglected issue of quantifying algorithm robustness and the exciting possibilities offered through the integration of physiological information generated by biosensors with object detection and tracking.
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Affiliation(s)
- Mark D Fricker
- Department of Plant Sciences, University of Oxford, Oxford, U.K
| | - Julian Moger
- Department of Physics, University of Exeter, Exeter, Devon, U.K
| | | | - Michael J Deeks
- Department of Biosciences, University of Exeter, Exeter, Devon, U.K
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26
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Tokunaga K, Fang YC, Yokoyama H, Ozeki Y. Generation of synchronized picosecond pulses by a 1.06-µm gain-switched laser diode for stimulated Raman scattering microscopy. OPTICS EXPRESS 2016; 24:9617-28. [PMID: 27137575 DOI: 10.1364/oe.24.009617] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
We propose that a gain-switched laser diode (GS-LD) can be used as a picosecond laser source for stimulated Raman scattering (SRS) microscopy. We employed a 1.06-µm GS-LD to generate ~13-ps pulses at a repetition rate of 38 MHz and amplified them to >100 mW with Yb-doped fiber amplifiers. The GS-LD was driven by 200-ps electrical pulses, which were triggered through a toggle flip-flop (T-FF) so that the GS-LD pulses were synchronized to Ti:sapphire laser (TSL) pulses at a repetition rate of 76 MHz. We found the timing jitter of GS-LD pulses to be approximately 2.7 ps in a jitter bandwidth of 7 MHz. We also show that the delay of electrical pulses can be less sensitive to the optical power of TSL pulses by controlling the threshold voltage of the T-FF. We demonstrate the SRS imaging of polymer beads and of HeLa cells with GS-LD pulses and TSL pulses, proving that GS-LD is readily applicable to SRS microscopy as a compact and stable pulse source.
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27
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Butler HJ, Ashton L, Bird B, Cinque G, Curtis K, Dorney J, Esmonde-White K, Fullwood NJ, Gardner B, Martin-Hirsch PL, Walsh MJ, McAinsh MR, Stone N, Martin FL. Using Raman spectroscopy to characterize biological materials. Nat Protoc 2016; 11:664-87. [PMID: 26963630 DOI: 10.1038/nprot.2016.036] [Citation(s) in RCA: 660] [Impact Index Per Article: 82.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Raman spectroscopy can be used to measure the chemical composition of a sample, which can in turn be used to extract biological information. Many materials have characteristic Raman spectra, which means that Raman spectroscopy has proven to be an effective analytical approach in geology, semiconductor, materials and polymer science fields. The application of Raman spectroscopy and microscopy within biology is rapidly increasing because it can provide chemical and compositional information, but it does not typically suffer from interference from water molecules. Analysis does not conventionally require extensive sample preparation; biochemical and structural information can usually be obtained without labeling. In this protocol, we aim to standardize and bring together multiple experimental approaches from key leaders in the field for obtaining Raman spectra using a microspectrometer. As examples of the range of biological samples that can be analyzed, we provide instructions for acquiring Raman spectra, maps and images for fresh plant tissue, formalin-fixed and fresh frozen mammalian tissue, fixed cells and biofluids. We explore a robust approach for sample preparation, instrumentation, acquisition parameters and data processing. By using this approach, we expect that a typical Raman experiment can be performed by a nonspecialist user to generate high-quality data for biological materials analysis.
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Affiliation(s)
- Holly J Butler
- Lancaster Environment Centre, Lancaster University, Lancaster, UK.,Centre for Global Eco-Innovation, Lancaster Environment Centre, Lancaster University, Lancaster, UK
| | - Lorna Ashton
- Department of Chemistry, Lancaster University, Lancaster, UK
| | | | - Gianfelice Cinque
- Diamond Light Source, Harwell Science and Innovation Campus, Chilton, Oxfordshire, UK
| | - Kelly Curtis
- Department of Biomedical Physics, Physics and Astronomy, University of Exeter, Exeter, UK
| | - Jennifer Dorney
- Department of Biomedical Physics, Physics and Astronomy, University of Exeter, Exeter, UK
| | - Karen Esmonde-White
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Nigel J Fullwood
- Department of Biomedical and Life Sciences, School of Health and Medicine, Lancaster University, Lancaster, UK
| | - Benjamin Gardner
- Department of Biomedical Physics, Physics and Astronomy, University of Exeter, Exeter, UK
| | - Pierre L Martin-Hirsch
- Lancaster Environment Centre, Lancaster University, Lancaster, UK.,School of Pharmacy and Biomedical Sciences, University of Central Lancashire, Preston, UK
| | - Michael J Walsh
- Department of Pathology, University of Illinois at Chicago, Chicago, Illinois, USA.,Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Martin R McAinsh
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
| | - Nicholas Stone
- Biophotonics Research Unit, Gloucestershire Hospitals NHS Foundation Trust, Gloucester, UK
| | - Francis L Martin
- Lancaster Environment Centre, Lancaster University, Lancaster, UK
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28
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Prats Mateu B, Hauser MT, Heredia A, Gierlinger N. Waterproofing in Arabidopsis: Following Phenolics and Lipids In situ by Confocal Raman Microscopy. Front Chem 2016; 4:10. [PMID: 26973831 PMCID: PMC4770935 DOI: 10.3389/fchem.2016.00010] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 02/11/2016] [Indexed: 12/28/2022] Open
Abstract
Waterproofing of the aerial organs of plants imposed a big evolutionary step during the colonization of the terrestrial environment. The main plant polymers responsible of water repelling are lipids and lignin, which play also important roles in the protection against biotic/abiotic stresses, regulation of flux of gases and solutes, and mechanical stability against negative pressure, among others. While the lipids, non-polymerized cuticular waxes together with the polymerized cutin, protect the outer surface, lignin is confined to the secondary cell wall within mechanical important tissues. In the present work a micro cross-section of the stem of Arabidopsis thaliana was used to track in situ the distribution of these non-carbohydrate polymers by Confocal Raman Microscopy. Raman hyperspectral imaging gives a molecular fingerprint of the native waterproofing tissues and cells with diffraction limited spatial resolution (~300 nm) at relatively high speed and without any tedious sample preparation. Lipids and lignified tissues as well as their effect on water content was directly visualized by integrating the 1299, 1600, and 3400 cm(-1) band, respectively. For detailed insights into compositional changes of these polymers vertex component analysis was performed on selected sample positions. Changes have been elucidated in the composition of lignin within the lignified tissues and between interfascicular fibers and xylem vessels. Hydrophobizing changes were revealed from the epidermal layer to the cuticle as well as a change in the aromatic composition within the cuticle of trichomes. To verify Raman signatures of different waterproofing polymers additionally Raman spectra of the cuticle and cutin monomer from tomato (Solanum lycopersicum) as well as aromatic model polymers (milled wood lignin and dehydrogenation polymer of coniferyl alcohol) and phenolic acids were acquired.
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Affiliation(s)
- Batirtze Prats Mateu
- Department of Material Sciences and Process Engineering, University of Natural Resources and Life SciencesVienna, Austria
| | - Marie Theres Hauser
- Department of Applied Genetics and Cell Biology, University of Natural Resources and Life SciencesVienna, Austria
| | - Antonio Heredia
- Department of Molecular Biology and Biochemistry, University of MalagaMalaga, Spain
| | - Notburga Gierlinger
- Department of Material Sciences and Process Engineering, University of Natural Resources and Life SciencesVienna, Austria
- Institute for Building Materials, Eidgenössische Technische Hochschule ZürichZürich, Switzerland
- Applied Wood Research Laboratory, Empa-Swiss Federal Laboratories for Material Testing and ResearchDübendorf, Switzerland
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29
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Philippe G, Gaillard C, Petit J, Geneix N, Dalgalarrondo M, Bres C, Mauxion JP, Franke R, Rothan C, Schreiber L, Marion D, Bakan B. Ester Cross-Link Profiling of the Cutin Polymer of Wild-Type and Cutin Synthase Tomato Mutants Highlights Different Mechanisms of Polymerization. PLANT PHYSIOLOGY 2016; 170:807-20. [PMID: 26676255 PMCID: PMC4734573 DOI: 10.1104/pp.15.01620] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Accepted: 12/07/2015] [Indexed: 05/18/2023]
Abstract
Cuticle function is closely related to the structure of the cutin polymer. However, the structure and formation of this hydrophobic polyester of glycerol and hydroxy/epoxy fatty acids has not been fully resolved. An apoplastic GDSL-lipase known as CUTIN SYNTHASE1 (CUS1) is required for cutin deposition in tomato (Solanum lycopersicum) fruit exocarp. In vitro, CUS1 catalyzes the self-transesterification of 2-monoacylglycerol of 9(10),16-dihydroxyhexadecanoic acid, the major tomato cutin monomer. This reaction releases glycerol and leads to the formation of oligomers with the secondary hydroxyl group remaining nonesterified. To check this mechanism in planta, a benzyl etherification of nonesterified hydroxyl groups of glycerol and hydroxy fatty acids was performed within cutin. Remarkably, in addition to a significant decrease in cutin deposition, mid-chain hydroxyl esterification of the dihydroxyhexadecanoic acid was affected in tomato RNA interference and ethyl methanesulfonate-cus1 mutants. Furthermore, in these mutants, the esterification of both sn-1,3 and sn-2 positions of glycerol was impacted, and their cutin contained a higher molar glycerol-to-dihydroxyhexadecanoic acid ratio. Therefore, in planta, CUS1 can catalyze the esterification of both primary and secondary alcohol groups of cutin monomers, and another enzymatic or nonenzymatic mechanism of polymerization may coexist with CUS1-catalyzed polymerization. This mechanism is poorly efficient with secondary alcohol groups and produces polyesters with lower molecular size. Confocal Raman imaging of benzyl etherified cutins showed that the polymerization is heterogenous at the fruit surface. Finally, by comparing tomato mutants either affected or not in cutin polymerization, we concluded that the level of cutin cross-linking had no significant impact on water permeance.
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Affiliation(s)
- Glenn Philippe
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Cédric Gaillard
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Johann Petit
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Nathalie Geneix
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Michèle Dalgalarrondo
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Cécile Bres
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Jean-Philippe Mauxion
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Rochus Franke
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Christophe Rothan
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Lukas Schreiber
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Didier Marion
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
| | - Bénédicte Bakan
- Institut National de la Recherche Agronomique, Research Unit Biopolymers Interactions Assemblies, BP71627 44316, Nantes cedex 3, France (G.P., C.G., N.G., M.D., D.M., B.B.);Institut National de la Recherche Agronomique, University of Bordeaux, Unité Mixte de Recherche 1332 Fruit Biology and Pathology, 33140 Villenave d'Ornon, France (J.P., C.B., J.-P.M., C.R.); andInstitute of Cellular and Molecular Botany, University of Bonn, D-53115 Bonn, Germany (R.F., L.S.)
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Haus MJ, Kelsch RD, Jacobs TW. Application of Optical Topometry to Analysis of the Plant Epidermis. PLANT PHYSIOLOGY 2015; 169:946-59. [PMID: 26290539 PMCID: PMC4587452 DOI: 10.1104/pp.15.00613] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2015] [Accepted: 08/17/2015] [Indexed: 05/20/2023]
Abstract
The plant epidermis regulates key physiological functions contributing to photosynthetic rate, plant productivity, and ecosystem stability. Yet, quantitative characterization of this interface between a plant and its aerial environment is laborious and destructive with current techniques, making large-scale characterization of epidermal cell parameters impractical. Here, we present our exploration of optical topometry (OT) for the analysis of plant organ surfaces. OT is a mature, confocal microscopy-based implementation of surface metrology that generates nanometer-scale digital characterizations of any surface. We report epidermal analyses in Arabidopsis (Arabidopsis thaliana) and other species as well as dried herbarium specimens and fossilized plants. We evaluate the technology's analytical potential for identifying an array of epidermal characters, including cell type distributions, variation in cell morphology and stomatal depth, differentiation of herbarium specimens, and real-time deformations in living tissue following detachment. As applied to plant material, OT is very fast and nondestructive, yielding richly mineable data sets describing living tissues and rendering a variety of their characteristics accessible for statistical, quantitative genetic, and structural analysis.
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Affiliation(s)
- Miranda J Haus
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Champaign, Illinois 61801
| | - Ryan D Kelsch
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Champaign, Illinois 61801
| | - Thomas W Jacobs
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Champaign, Illinois 61801
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