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Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1

INTRODUCTION: The fermentative production of auxin/indole 3-acetate (IAA) using selected Pantoea agglomerans strains can be a promising approach to developing novel plant biostimulants for agriculture use. METHODS: By integrating metabolomics and fermentation technologies, this study aimed to define...

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Autores principales: Melini, Francesca, Luziatelli, Francesca, Bonini, Paolo, Ficca, Anna Grazia, Melini, Valentina, Ruzzi, Maurizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030972/
https://www.ncbi.nlm.nih.gov/pubmed/36970660
http://dx.doi.org/10.3389/fmicb.2023.1022248
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author Melini, Francesca
Luziatelli, Francesca
Bonini, Paolo
Ficca, Anna Grazia
Melini, Valentina
Ruzzi, Maurizio
author_facet Melini, Francesca
Luziatelli, Francesca
Bonini, Paolo
Ficca, Anna Grazia
Melini, Valentina
Ruzzi, Maurizio
author_sort Melini, Francesca
collection PubMed
description INTRODUCTION: The fermentative production of auxin/indole 3-acetate (IAA) using selected Pantoea agglomerans strains can be a promising approach to developing novel plant biostimulants for agriculture use. METHODS: By integrating metabolomics and fermentation technologies, this study aimed to define the optimal culture conditions to obtain auxin/IAA-enriched plant postbiotics using P. agglomerans strain C1. Metabolomics analysis allowed us to demonstrate that the production of a selected. RESULTS AND DISCUSSION: Array of compounds with plant growth-promoting- (IAA and hypoxanthine) and biocontrol activity (NS-5, cyclohexanone, homo-L-arginine, methyl hexadecenoic acid, and indole-3-carbinol) can be stimulated by cultivating this strain on minimal saline medium amended with sucrose as a carbon source. We applied a three-level-two-factor central composite design (CCD) based response surface methodology (RSM) to explore the impact of the independent variables (rotation speed and medium liquid-to-flask volume ratio) on the production of IAA and IAA precursors. The ANOVA component of the CCD indicated that all the process-independent variables investigated significantly impacted the auxin/IAA production by P. agglomerans strain C1. The optimum values of variables were a rotation speed of 180 rpm and a medium liquid-to-flask volume ratio of 1:10. Using the CCD-RSM method, we obtained a maximum indole auxin production of 208.3 ± 0.4  mg IAA(equ)/L, which was a 40% increase compared to the growth conditions used in previous studies. Targeted metabolomics allowed us to demonstrate that the IAA product selectivity and the accumulation of the IAA precursor indole-3-pyruvic acid were significantly affected by the increase in the rotation speed and the aeration efficiency.
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spelling pubmed-100309722023-03-23 Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1 Melini, Francesca Luziatelli, Francesca Bonini, Paolo Ficca, Anna Grazia Melini, Valentina Ruzzi, Maurizio Front Microbiol Microbiology INTRODUCTION: The fermentative production of auxin/indole 3-acetate (IAA) using selected Pantoea agglomerans strains can be a promising approach to developing novel plant biostimulants for agriculture use. METHODS: By integrating metabolomics and fermentation technologies, this study aimed to define the optimal culture conditions to obtain auxin/IAA-enriched plant postbiotics using P. agglomerans strain C1. Metabolomics analysis allowed us to demonstrate that the production of a selected. RESULTS AND DISCUSSION: Array of compounds with plant growth-promoting- (IAA and hypoxanthine) and biocontrol activity (NS-5, cyclohexanone, homo-L-arginine, methyl hexadecenoic acid, and indole-3-carbinol) can be stimulated by cultivating this strain on minimal saline medium amended with sucrose as a carbon source. We applied a three-level-two-factor central composite design (CCD) based response surface methodology (RSM) to explore the impact of the independent variables (rotation speed and medium liquid-to-flask volume ratio) on the production of IAA and IAA precursors. The ANOVA component of the CCD indicated that all the process-independent variables investigated significantly impacted the auxin/IAA production by P. agglomerans strain C1. The optimum values of variables were a rotation speed of 180 rpm and a medium liquid-to-flask volume ratio of 1:10. Using the CCD-RSM method, we obtained a maximum indole auxin production of 208.3 ± 0.4  mg IAA(equ)/L, which was a 40% increase compared to the growth conditions used in previous studies. Targeted metabolomics allowed us to demonstrate that the IAA product selectivity and the accumulation of the IAA precursor indole-3-pyruvic acid were significantly affected by the increase in the rotation speed and the aeration efficiency. Frontiers Media S.A. 2023-03-08 /pmc/articles/PMC10030972/ /pubmed/36970660 http://dx.doi.org/10.3389/fmicb.2023.1022248 Text en Copyright © 2023 Melini, Luziatelli, Bonini, Ficca, Melini and Ruzzi. 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 Microbiology
Melini, Francesca
Luziatelli, Francesca
Bonini, Paolo
Ficca, Anna Grazia
Melini, Valentina
Ruzzi, Maurizio
Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1
title Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1
title_full Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1
title_fullStr Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1
title_full_unstemmed Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1
title_short Optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by Pantoea agglomerans C1
title_sort optimization of the growth conditions through response surface methodology and metabolomics for maximizing the auxin production by pantoea agglomerans c1
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10030972/
https://www.ncbi.nlm.nih.gov/pubmed/36970660
http://dx.doi.org/10.3389/fmicb.2023.1022248
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