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Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory

BACKGROUND: In studies of plant stress signaling, a major challenge is the lack of non-invasive methods to detect physiological plant responses and to characterize plant–plant communication over time and space. RESULTS: We acquired time series of phytocompound and hyperspectral imaging data from mai...

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Autores principales: do Prado Ribeiro, Leandro, Klock, Adriana Lídia Santana, Filho, João Américo Wordell, Tramontin, Marco Aurélio, Trapp, Marília Almeida, Mithöfer, Axel, Nansen, Christian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6034322/
https://www.ncbi.nlm.nih.gov/pubmed/29988987
http://dx.doi.org/10.1186/s13007-018-0322-7
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author do Prado Ribeiro, Leandro
Klock, Adriana Lídia Santana
Filho, João Américo Wordell
Tramontin, Marco Aurélio
Trapp, Marília Almeida
Mithöfer, Axel
Nansen, Christian
author_facet do Prado Ribeiro, Leandro
Klock, Adriana Lídia Santana
Filho, João Américo Wordell
Tramontin, Marco Aurélio
Trapp, Marília Almeida
Mithöfer, Axel
Nansen, Christian
author_sort do Prado Ribeiro, Leandro
collection PubMed
description BACKGROUND: In studies of plant stress signaling, a major challenge is the lack of non-invasive methods to detect physiological plant responses and to characterize plant–plant communication over time and space. RESULTS: We acquired time series of phytocompound and hyperspectral imaging data from maize plants from the following treatments: (1) individual non-infested plants, (2) individual plants experimentally subjected to herbivory by green belly stink bug (no visible symptoms of insect herbivory), (3) one plant subjected to insect herbivory and one control plant in a separate pot but inside the same cage, and (4) one plant subjected to insect herbivory and one control plant together in the same pot. Individual phytocompounds (except indole-3acetic acid) or spectral bands were not reliable indicators of neither insect herbivory nor plant–plant communication. However, using a linear discrimination classification method based on combinations of either phytocompounds or spectral bands, we found clear evidence of maize plant responses. CONCLUSIONS: We have provided initial evidence of how hyperspectral imaging may be considered a powerful non-invasive method to increase our current understanding of both direct plant responses to biotic stressors but also to the multiple ways plant communities are able to communicate. We are unaware of any published studies, in which comprehensive phytocompound data have been shown to correlate with leaf reflectance. In addition, we are unaware of published studies, in which plant–plant communication was studied based on leaf reflectance.
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spelling pubmed-60343222018-07-09 Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory do Prado Ribeiro, Leandro Klock, Adriana Lídia Santana Filho, João Américo Wordell Tramontin, Marco Aurélio Trapp, Marília Almeida Mithöfer, Axel Nansen, Christian Plant Methods Research BACKGROUND: In studies of plant stress signaling, a major challenge is the lack of non-invasive methods to detect physiological plant responses and to characterize plant–plant communication over time and space. RESULTS: We acquired time series of phytocompound and hyperspectral imaging data from maize plants from the following treatments: (1) individual non-infested plants, (2) individual plants experimentally subjected to herbivory by green belly stink bug (no visible symptoms of insect herbivory), (3) one plant subjected to insect herbivory and one control plant in a separate pot but inside the same cage, and (4) one plant subjected to insect herbivory and one control plant together in the same pot. Individual phytocompounds (except indole-3acetic acid) or spectral bands were not reliable indicators of neither insect herbivory nor plant–plant communication. However, using a linear discrimination classification method based on combinations of either phytocompounds or spectral bands, we found clear evidence of maize plant responses. CONCLUSIONS: We have provided initial evidence of how hyperspectral imaging may be considered a powerful non-invasive method to increase our current understanding of both direct plant responses to biotic stressors but also to the multiple ways plant communities are able to communicate. We are unaware of any published studies, in which comprehensive phytocompound data have been shown to correlate with leaf reflectance. In addition, we are unaware of published studies, in which plant–plant communication was studied based on leaf reflectance. BioMed Central 2018-07-06 /pmc/articles/PMC6034322/ /pubmed/29988987 http://dx.doi.org/10.1186/s13007-018-0322-7 Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
do Prado Ribeiro, Leandro
Klock, Adriana Lídia Santana
Filho, João Américo Wordell
Tramontin, Marco Aurélio
Trapp, Marília Almeida
Mithöfer, Axel
Nansen, Christian
Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
title Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
title_full Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
title_fullStr Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
title_full_unstemmed Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
title_short Hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
title_sort hyperspectral imaging to characterize plant–plant communication in response to insect herbivory
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6034322/
https://www.ncbi.nlm.nih.gov/pubmed/29988987
http://dx.doi.org/10.1186/s13007-018-0322-7
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