Metabolite profiling in ten bread wheat (Triticum aestivum L.) genotypes in response to drought stress

IF 6.8 Q1 PLANT SCIENCES Plant Stress Pub Date : 2024-11-15 DOI:10.1016/j.stress.2024.100680
Makhubu FN , Mutanda M , Madala NE , Figlan S
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Abstract

Wheat is frequently constrained by extreme environmental conditions such as drought. Improving drought tolerance in wheat genotypes is crucial for ensuring food security, especially considering the challenges posed by climate change. To reveal the involvement of metabolites in drought response, ten diverse wheat genotypes were investigated under control and water scarcity conditions. The field experiments were set-up, using a 5 × 2 alpha lattice design, with two replicates per treatment, in the 2022 and 2023 growing seasons. Metabolites associated with drought tolerance were analysed using ultra-high performance liquid chromatography, coupled with a quadruple time of flight mass spectrometry (UHPLC-qTOF-MS). Multivariate statistical analysis (MVDA) tools, viz. principal component analysis (PCA) and the orthogonal projection to latent structures-discriminant analysis (OPLS-DA) loading scatter plot were used to identify the metabolites that are positively and negatively correlated to drought stress. Significant variation (p < 0.05) among genotypes was observed, with 58 metabolites annotated, including phenolic acids, carbohydrates, and fatty acids. The annotated compounds were linked to thirteen most significant pathways, with one carbon metabolism, cutin, suberin and wax synthesis and starch and sucrose metabolism being significantly affected by water stress, based on the KEGG pathway analysis. The two high-yielding wheat genotypes (LM48 and BW140) under drought stress displayed significant upregulation of key metabolites such as sinapoyl hydroxyagmatine, 7-oxostigmasterol, 1-O-caffeoyl-3-O-p-coumaroylglycerol, and 3-beta-3-lupanol, when compared to the non-stressed conditions. This study demonstrates the prospects of applied metabolomics for chemotaxonomic classification, phenotyping and selection in plant breeding, as well as potential use in crop improvement.
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十种面包小麦(Triticum aestivum L.)基因型对干旱胁迫响应的代谢物谱分析
小麦经常受到干旱等极端环境条件的制约。特别是考虑到气候变化带来的挑战,提高小麦基因型的抗旱性对于确保粮食安全至关重要。为了揭示代谢物在干旱响应中的作用,研究人员在对照和缺水条件下对 10 种不同的小麦基因型进行了调查。田间试验在 2022 年和 2023 年生长季节进行,采用 5 × 2 α格子设计,每个处理有两个重复。采用超高效液相色谱-四重飞行时间质谱(UHPLC-qTOF-MS)分析与耐旱性相关的代谢物。使用多变量统计分析(MVDA)工具,即主成分分析(PCA)和正交投影潜结构-判别分析(OPLS-DA)负荷散点图来确定与干旱胁迫正相关和负相关的代谢物。观察到基因型之间存在显著差异(p < 0.05),共注释了 58 种代谢物,包括酚酸、碳水化合物和脂肪酸。根据 KEGG 通路分析,注释的化合物与 13 个最重要的通路相关联,其中一碳代谢、角质素、单宁和蜡的合成以及淀粉和蔗糖的代谢受水分胁迫影响显著。与非胁迫条件相比,干旱胁迫下的两个高产小麦基因型(LM48 和 BW140)的关键代谢物,如 sinapoyl hydroxyagmatine、7-oxostigmasterol、1-O-咖啡酰-3-O-p-香豆酰甘油脂和 3-beta-3-lupanol,均有显著上调。这项研究展示了应用代谢组学进行植物育种中的化学分类、表型和选择的前景,以及在作物改良中的潜在用途。
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来源期刊
Plant Stress
Plant Stress PLANT SCIENCES-
CiteScore
5.20
自引率
8.00%
发文量
76
审稿时长
63 days
期刊介绍: The journal Plant Stress deals with plant (or other photoautotrophs, such as algae, cyanobacteria and lichens) responses to abiotic and biotic stress factors that can result in limited growth and productivity. Such responses can be analyzed and described at a physiological, biochemical and molecular level. Experimental approaches/technologies aiming to improve growth and productivity with a potential for downstream validation under stress conditions will also be considered. Both fundamental and applied research manuscripts are welcome, provided that clear mechanistic hypotheses are made and descriptive approaches are avoided. In addition, high-quality review articles will also be considered, provided they follow a critical approach and stimulate thought for future research avenues. Plant Stress welcomes high-quality manuscripts related (but not limited) to interactions between plants and: Lack of water (drought) and excess (flooding), Salinity stress, Elevated temperature and/or low temperature (chilling and freezing), Hypoxia and/or anoxia, Mineral nutrient excess and/or deficiency, Heavy metals and/or metalloids, Plant priming (chemical, biological, physiological, nanomaterial, biostimulant) approaches for improved stress protection, Viral, phytoplasma, bacterial and fungal plant-pathogen interactions. The journal welcomes basic and applied research articles, as well as review articles and short communications. All submitted manuscripts will be subject to a thorough peer-reviewing process.
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