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采用靶向和非靶向代谢组学方法研究不同盐度条件下生长的番茄品种的植物化学物质。

A Targeted and an Untargeted Metabolomics Approach to Study the Phytochemicals of Tomato Cultivars Grown Under Different Salinity Conditions.

机构信息

Beltsville Human Nutrition Research Center, Agricultural Research Service, U.S. Department of Agriculture, Methods and Application of Food Composition Laboratory, Beltsville, Maryland 20705, United States.

Agricultural Water Efficiency and Salinity Research Unit, USDA-ARS U.S. Salinity Laboratory, 450 W. Big Springs Rd., Riverside, California 92507, United States.

出版信息

J Agric Food Chem. 2024 Apr 10;72(14):7694-7706. doi: 10.1021/acs.jafc.3c08498. Epub 2024 Mar 26.

Abstract

In this study, we evaluated the effect of increasing the salinity of irrigation water on the metabolic content and profiles of two tomato cultivars ('Jaune Flamme' (JF) and 'Red Pear' (RP)) using targeted and untargeted metabolomics approaches. Irrigation of tomato plants was performed with four different salt concentrations provided by chloride (treatment 1) and sulfate (treatment 2) salts. Targeted analysis of the methanolic extract resulted in the identification of nine major polyphenols. Among them, chlorogenic acid, rutin, and naringenin were the prominent compounds in both cultivars. In addition, the quantification of 18 free amino acids from both tomato cultivars showed that different salinity treatments significantly enhanced the levels of glutamine, glutamic acid, and γ-aminobutyric acid (GABA). Using the untargeted metabolomic approach, we identified 129 putative metabolites encompassing a diverse array of phytochemicals including polyphenols, organic acids, lipids, sugars, and amino acids. Principal component analysis (PCA) of mass spectral data acquired under positive and negative ionization modes showed a clear separation between the two cultivars. However, only positive ionization showed separation among different salinity treatments. Unsupervised and supervised learning algorithms were applied to mine the generated data and to pinpoint metabolites different from the two cultivars. These findings suggest that different salinity conditions significantly influenced the accumulation of phytochemicals in tomato cultivars. This study will help tomato breeding programs to develop value-added tomato cultivars under varying environmental conditions.

摘要

在这项研究中,我们使用靶向和非靶向代谢组学方法评估了增加灌溉水盐度对两种番茄品种(“Jaune Flamme”(JF)和“Red Pear”(RP))代谢物含量和谱的影响。用氯离子(处理 1)和硫酸盐(处理 2)提供的四种不同盐浓度灌溉番茄植物。对甲醇提取物的靶向分析鉴定出了 9 种主要多酚。其中,绿原酸、芦丁和柚皮苷是两种品种中的主要化合物。此外,对来自两种番茄品种的 18 种游离氨基酸的定量分析表明,不同盐度处理显著提高了谷氨酰胺、谷氨酸和γ-氨基丁酸(GABA)的水平。使用非靶向代谢组学方法,我们鉴定了 129 种假定代谢物,包括多酚、有机酸、脂质、糖和氨基酸。正离子和负离子模式下采集的质谱数据的主成分分析(PCA)显示,两种品种之间有明显的分离。然而,只有正离子显示出不同盐度处理之间的分离。非监督和监督学习算法被用于挖掘生成的数据,并确定与两种品种不同的代谢物。这些发现表明,不同的盐度条件显著影响了番茄品种中植物化学物质的积累。本研究将有助于番茄育种计划在不同的环境条件下开发有附加值的番茄品种。

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