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A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping

BACKGROUND: Although there have been numerous studies describing plant growth systems for root exudate collection, a common limitation is that these systems require disruption of the plant root system to facilitate exudate collection. Here, we present a newly designed semi-hydroponic system that use...

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Autores principales: Lopez-Guerrero, Martha G., Wang, Peng, Phares, Felicia, Schachtman, Daniel P., Alvarez, Sophie, van Dijk, Karin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8897885/
https://www.ncbi.nlm.nih.gov/pubmed/35246193
http://dx.doi.org/10.1186/s13007-022-00856-4
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author Lopez-Guerrero, Martha G.
Wang, Peng
Phares, Felicia
Schachtman, Daniel P.
Alvarez, Sophie
van Dijk, Karin
author_facet Lopez-Guerrero, Martha G.
Wang, Peng
Phares, Felicia
Schachtman, Daniel P.
Alvarez, Sophie
van Dijk, Karin
author_sort Lopez-Guerrero, Martha G.
collection PubMed
description BACKGROUND: Although there have been numerous studies describing plant growth systems for root exudate collection, a common limitation is that these systems require disruption of the plant root system to facilitate exudate collection. Here, we present a newly designed semi-hydroponic system that uses glass beads as solid support to simulate soil impedance, which combined with drip irrigation, facilitates growth of healthy maize plants, collection and analysis of root exudates, and phenotyping of the roots with minimal growth disturbance or root damage. RESULTS: This system was used to collect root exudates from seven maize genotypes using water or 1 mM CaCl(2), and to measure root phenotype data using standard methods and the Digital imaging of root traits (DIRT) software. LC–MS/MS (Liquid Chromatography—Tandem Mass Spectrometry) and GC–MS (Gas Chromatography—Mass Spectrometry) targeted metabolomics platforms were used to detect and quantify metabolites in the root exudates. Phytohormones, some of which are reported in maize root exudates for the first time, the benzoxazinoid DIMBOA (2,4-Dihydroxy-7-methoxy-1,4-benzoxazin-3-one), amino acids, and sugars were detected and quantified. After validating the methodology using known concentrations of standards for the targeted compounds, we found that the choice of the exudate collection solution affected the exudation and analysis of a subset of analyzed metabolites. No differences between collection in water or CaCl(2) were found for phytohormones and sugars. In contrast, the amino acids were more concentrated when water was used as the exudate collection solution. The collection in CaCl(2) required a clean-up step before MS analysis which was found to interfere with the detection of a subset of the amino acids. Finally, using the phenotypic measurements and the metabolite data, significant differences between genotypes were found and correlations between metabolites and phenotypic traits were identified. CONCLUSIONS: A new plant growth system combining glass beads supported hydroponics with semi-automated drip irrigation of sterile solutions was implemented to grow maize plants and collect root exudates without disturbing or damaging the roots. The validated targeted exudate metabolomics platform combined with root phenotyping provides a powerful tool to link plant root and exudate phenotypes to genotype and study the natural variation of plant populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13007-022-00856-4.
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spelling pubmed-88978852022-03-14 A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping Lopez-Guerrero, Martha G. Wang, Peng Phares, Felicia Schachtman, Daniel P. Alvarez, Sophie van Dijk, Karin Plant Methods Research BACKGROUND: Although there have been numerous studies describing plant growth systems for root exudate collection, a common limitation is that these systems require disruption of the plant root system to facilitate exudate collection. Here, we present a newly designed semi-hydroponic system that uses glass beads as solid support to simulate soil impedance, which combined with drip irrigation, facilitates growth of healthy maize plants, collection and analysis of root exudates, and phenotyping of the roots with minimal growth disturbance or root damage. RESULTS: This system was used to collect root exudates from seven maize genotypes using water or 1 mM CaCl(2), and to measure root phenotype data using standard methods and the Digital imaging of root traits (DIRT) software. LC–MS/MS (Liquid Chromatography—Tandem Mass Spectrometry) and GC–MS (Gas Chromatography—Mass Spectrometry) targeted metabolomics platforms were used to detect and quantify metabolites in the root exudates. Phytohormones, some of which are reported in maize root exudates for the first time, the benzoxazinoid DIMBOA (2,4-Dihydroxy-7-methoxy-1,4-benzoxazin-3-one), amino acids, and sugars were detected and quantified. After validating the methodology using known concentrations of standards for the targeted compounds, we found that the choice of the exudate collection solution affected the exudation and analysis of a subset of analyzed metabolites. No differences between collection in water or CaCl(2) were found for phytohormones and sugars. In contrast, the amino acids were more concentrated when water was used as the exudate collection solution. The collection in CaCl(2) required a clean-up step before MS analysis which was found to interfere with the detection of a subset of the amino acids. Finally, using the phenotypic measurements and the metabolite data, significant differences between genotypes were found and correlations between metabolites and phenotypic traits were identified. CONCLUSIONS: A new plant growth system combining glass beads supported hydroponics with semi-automated drip irrigation of sterile solutions was implemented to grow maize plants and collect root exudates without disturbing or damaging the roots. The validated targeted exudate metabolomics platform combined with root phenotyping provides a powerful tool to link plant root and exudate phenotypes to genotype and study the natural variation of plant populations. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13007-022-00856-4. BioMed Central 2022-03-05 /pmc/articles/PMC8897885/ /pubmed/35246193 http://dx.doi.org/10.1186/s13007-022-00856-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Lopez-Guerrero, Martha G.
Wang, Peng
Phares, Felicia
Schachtman, Daniel P.
Alvarez, Sophie
van Dijk, Karin
A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
title A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
title_full A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
title_fullStr A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
title_full_unstemmed A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
title_short A glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
title_sort glass bead semi-hydroponic system for intact maize root exudate analysis and phenotyping
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8897885/
https://www.ncbi.nlm.nih.gov/pubmed/35246193
http://dx.doi.org/10.1186/s13007-022-00856-4
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