Detection and differentiation of herbicide stresses in roses by Raman spectroscopy.

PLS-DA Raman spectroscopy Weed-B-Gon glyphosate herbicides roses

Journal

Frontiers in plant science
ISSN: 1664-462X
Titre abrégé: Front Plant Sci
Pays: Switzerland
ID NLM: 101568200

Informations de publication

Date de publication:
2023
Historique:
received: 10 12 2022
accepted: 18 05 2023
medline: 21 6 2023
pubmed: 21 6 2023
entrez: 21 6 2023
Statut: epublish

Résumé

Herbicide application is a critical component of modern horticulture. Misuse of herbicides can result in damage to economically important plants. Currently, such damage can be detected only at symptomatic stages by subjective visual inspection of plants, which requires substantial biological expertise. In this study, we investigated the potential of Raman spectroscopy (RS), a modern analytical technique that allows sensing of plant health, for pre-symptomatic diagnostics of herbicide stresses. Using roses as a model plant system, we investigated the extent to which stresses caused by Roundup (Glyphosate) and Weed-B-Gon (2, 4-D, Dicamba and Mecoprop-p (WBG), two of the most commonly used herbicides world-wide, can be diagnosed at pre- and symptomatic stages. We found that spectroscopic analysis of rose leaves enables ~90% accurate detection of Roundup- and WBG-induced stresses one day after application of these herbicides on plants. Our results also show that the accuracy of diagnostics of both herbicides at seven days reaches 100%. Furthermore, we show that RS enables highly accurate differentiation between the stresses induced by Roundup- and WBG. We infer that this sensitivity and specificity arises from the differences in biochemical changes in plants that are induced by both herbicides. These findings suggest that RS can be used for a non-destructive surveillance of plant health to detect and identify herbicide-induced stresses in plants.

Identifiants

pubmed: 37342141
doi: 10.3389/fpls.2023.1121012
pmc: PMC10277736
doi:

Types de publication

Journal Article

Langues

eng

Pagination

1121012

Informations de copyright

Copyright © 2023 Farber, Shires, Ueckert, Ong and Kurouski.

Déclaration de conflit d'intérêts

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Références

J Agric Food Chem. 2002 Jul 3;50(14):3912-8
pubmed: 12083858
Front Plant Sci. 2015 Apr 13;6:228
pubmed: 25918514
Planta. 2006 Oct;224(5):1141-53
pubmed: 16761135
Planta. 2019 Oct;250(4):1247-1254
pubmed: 31222494
Anal Chem. 2018 Mar 6;90(5):3009-3012
pubmed: 29461798
Biopolymers. 2005 Mar;77(4):212-21
pubmed: 15674976
Front Plant Sci. 2020 Sep 03;11:01300
pubmed: 33013951
Anal Bioanal Chem. 2010 Aug;397(7):2693-701
pubmed: 20213166
Spectrochim Acta A Mol Biomol Spectrosc. 2017 Oct 5;185:317-335
pubmed: 28599236
Front Plant Sci. 2021 Aug 19;12:680991
pubmed: 34489991
Sci Rep. 2020 May 7;10(1):7730
pubmed: 32382086
Pest Manag Sci. 2018 May;74(5):1054-1063
pubmed: 28067016
Front Plant Sci. 2014 Sep 23;5:490
pubmed: 25295049
Anal Chem. 2019 Feb 5;91(3):1733-1737
pubmed: 30620572
Appl Spectrosc. 2007 Jan;61(1):32-7
pubmed: 17311714
Front Plant Sci. 2020 Oct 22;11:573321
pubmed: 33193509
Anal Bioanal Chem. 2019 May;411(14):3125-3133
pubmed: 30989272
ACS Chem Neurosci. 2018 Mar 21;9(3):404-420
pubmed: 29308873
Sci Rep. 2020 Nov 19;10(1):20206
pubmed: 33214575
Environ Sci Eur. 2016;28(1):3
pubmed: 27752438
Anal Chem. 2019 Feb 5;91(3):2472-2479
pubmed: 30624904
Spectrochim Acta A Mol Biomol Spectrosc. 1997 Nov;53A(13):2383-92
pubmed: 9477578
Pest Manag Sci. 2022 Oct;78(10):3957-3972
pubmed: 35510308
PLoS One. 2011 Mar 08;6(3):e17245
pubmed: 21408147
RSC Adv. 2020 Jun 5;10(36):21530-21534
pubmed: 35518747
BioData Min. 2017 Dec 8;10:35
pubmed: 29234465
Analyst. 2015 Aug 7;140(15):4967-80
pubmed: 26042229
Adv Food Nutr Res. 2019;90:1-81
pubmed: 31445594
Anal Chem. 2018 Jul 17;90(14):8616-8621
pubmed: 29898358
Ann Bot. 2006 Jun;97(6):1091-4
pubmed: 16533832
Front Plant Sci. 2021 Jan 20;11:616672
pubmed: 33552109
Nat Rev Mol Cell Biol. 2006 Nov;7(11):847-59
pubmed: 16990790
Anal Chem. 2019 Jul 16;91(14):9025-9031
pubmed: 31265250

Auteurs

Charles Farber (C)

Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States.

Madalyn Shires (M)

Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, United States.

Jake Ueckert (J)

Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, United States.

Kevin Ong (K)

Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, United States.

Dmitry Kurouski (D)

Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX, United States.
Department of Biomedical Engineering, Texas A&M University, College Station, TX, United States.
Department of Molecular and Environmental Plant Science, Texas A&M University, College Station, TX, United States.

Classifications MeSH