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Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy

Wheat is one of the oldest and most widely cultivated staple food crops worldwide. Wheat encounters an array of biotic and abiotic stresses during its growth that significantly impact the crop yield and consequently global food security. Molecular and imaging methods that can be used to detect such...

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Autores principales: Higgins, Samantha, Serada, Valeryia, Herron, Benjamin, Gadhave, Kiran R., Kurouski, Dmitry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618938/
https://www.ncbi.nlm.nih.gov/pubmed/36325557
http://dx.doi.org/10.3389/fpls.2022.1035522
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author Higgins, Samantha
Serada, Valeryia
Herron, Benjamin
Gadhave, Kiran R.
Kurouski, Dmitry
author_facet Higgins, Samantha
Serada, Valeryia
Herron, Benjamin
Gadhave, Kiran R.
Kurouski, Dmitry
author_sort Higgins, Samantha
collection PubMed
description Wheat is one of the oldest and most widely cultivated staple food crops worldwide. Wheat encounters an array of biotic and abiotic stresses during its growth that significantly impact the crop yield and consequently global food security. Molecular and imaging methods that can be used to detect such stresses are laborious and have numerous limitations. This catalyzes the search for alternative techniques that can be used to monitor plant health. Raman spectroscopy (RS) is a modern analytical technique that is capable of probing structure and composition of samples non-invasively and non-destructively. In this study, we investigate the accuracy of RS in confirmatory diagnostics of biotic and abiotic stresses in wheat. Specifically, we modelled nitrogen deficiency (ND) and drought, key abiotic stresses, and Russian wheat aphid (Diuraphis noxia) infestation and viral diseases: wheat streak mosaic virus (WSMV) and Triticum mosaic virus (TriMV), economically significant biotic stresses in common bread wheat. Raman spectra as well as high pressure liquid chromatography (HPLC)-based analyses revealed drastically distinct changes in the intensity of carotenoid vibration (1185 cm(-1)) and in the concentration of lutein, chlorophyll, and pheophytin biomolecules of wheat, triggered in response to aforementioned biotic and abiotic stresses. The biochemical changes were reflected in unique vibrational signatures in the corresponding Raman spectra, which, in turn could be used for ~100% accurate identification of biotic and abiotic stresses in wheat. These results demonstrate that a hand-held Raman spectrometer could provide an efficient, scalable, and accurate diagnosis of both biotic as well as abiotic stresses in the field.
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spelling pubmed-96189382022-11-01 Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy Higgins, Samantha Serada, Valeryia Herron, Benjamin Gadhave, Kiran R. Kurouski, Dmitry Front Plant Sci Plant Science Wheat is one of the oldest and most widely cultivated staple food crops worldwide. Wheat encounters an array of biotic and abiotic stresses during its growth that significantly impact the crop yield and consequently global food security. Molecular and imaging methods that can be used to detect such stresses are laborious and have numerous limitations. This catalyzes the search for alternative techniques that can be used to monitor plant health. Raman spectroscopy (RS) is a modern analytical technique that is capable of probing structure and composition of samples non-invasively and non-destructively. In this study, we investigate the accuracy of RS in confirmatory diagnostics of biotic and abiotic stresses in wheat. Specifically, we modelled nitrogen deficiency (ND) and drought, key abiotic stresses, and Russian wheat aphid (Diuraphis noxia) infestation and viral diseases: wheat streak mosaic virus (WSMV) and Triticum mosaic virus (TriMV), economically significant biotic stresses in common bread wheat. Raman spectra as well as high pressure liquid chromatography (HPLC)-based analyses revealed drastically distinct changes in the intensity of carotenoid vibration (1185 cm(-1)) and in the concentration of lutein, chlorophyll, and pheophytin biomolecules of wheat, triggered in response to aforementioned biotic and abiotic stresses. The biochemical changes were reflected in unique vibrational signatures in the corresponding Raman spectra, which, in turn could be used for ~100% accurate identification of biotic and abiotic stresses in wheat. These results demonstrate that a hand-held Raman spectrometer could provide an efficient, scalable, and accurate diagnosis of both biotic as well as abiotic stresses in the field. Frontiers Media S.A. 2022-10-17 /pmc/articles/PMC9618938/ /pubmed/36325557 http://dx.doi.org/10.3389/fpls.2022.1035522 Text en Copyright © 2022 Higgins, Serada, Herron, Gadhave and Kurouski https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Higgins, Samantha
Serada, Valeryia
Herron, Benjamin
Gadhave, Kiran R.
Kurouski, Dmitry
Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy
title Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy
title_full Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy
title_fullStr Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy
title_full_unstemmed Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy
title_short Confirmatory detection and identification of biotic and abiotic stresses in wheat using Raman spectroscopy
title_sort confirmatory detection and identification of biotic and abiotic stresses in wheat using raman spectroscopy
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618938/
https://www.ncbi.nlm.nih.gov/pubmed/36325557
http://dx.doi.org/10.3389/fpls.2022.1035522
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