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通过响应面法和代谢组学优化生长条件以最大化C1产生生长素

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

作者信息

Melini Francesca, Luziatelli Francesca, Bonini Paolo, Ficca Anna Grazia, Melini Valentina, Ruzzi Maurizio

机构信息

Department for Innovation in Biological, Agrofood and Forest Systems, University of Tuscia, Viterbo, Italy.

CREA Research Centre for Food and Nutrition, Rome, Italy.

出版信息

Front Microbiol. 2023 Mar 8;14:1022248. doi: 10.3389/fmicb.2023.1022248. eCollection 2023.

Abstract

INTRODUCTION

The fermentative production of auxin/indole 3-acetate (IAA) using selected 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 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 train 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/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.

摘要

引言

利用选定菌株发酵生产生长素/吲哚-3-乙酸(IAA)可能是开发新型农业用植物生物刺激剂的一种有前景的方法。

方法

通过整合代谢组学和发酵技术,本研究旨在确定使用菌株C1获得富含生长素/IAA的植物益生元的最佳培养条件。代谢组学分析使我们能够证明所选化合物的产生。

结果与讨论

通过在以蔗糖作为碳源的改良低盐培养基上培养该菌株,可以刺激一系列具有促进植物生长(IAA和次黄嘌呤)和生物防治活性(NS-5、环己酮、高L-精氨酸、甲基十六碳烯酸和吲哚-3-甲醇)的化合物的产生。我们应用基于响应面法(RSM)的三水平二因素中心复合设计(CCD)来探究自变量(转速和培养基液-瓶体积比)对IAA及其前体产生的影响。CCD的方差分析表明,所有研究的与过程无关的变量均对菌株C1产生生长素/IAA有显著影响。变量的最佳值为转速180 rpm和培养基液-瓶体积比1:10。使用CCD-RSM方法,我们获得了208.3±0.4 mg IAA/L的最大吲哚生长素产量,与先前研究中使用的生长条件相比增加了40%。靶向代谢组学使我们能够证明,转速的增加和通气效率对IAA产物选择性以及IAA前体吲哚-3-丙酮酸的积累有显著影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c4da/10030972/b42eaf7f1d20/fmicb-14-1022248-g001.jpg

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