干旱胁迫下鹰嘴豆代谢组的自然变异

IF 10.1 1区 生物学 Q1 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Palak Chaturvedi, Iro Pierides, Cristina López-Hidalgo, Vanika Garg, Shuang Zhang, Rutwik Barmukh, Anke Bellaire, Jiahang Li, Gert Bachmann, Luis Valledor, Rajeev K. Varshney, Arindam Ghatak, Wolfram Weckwerth
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引用次数: 0

摘要

鹰嘴豆是世界第四大豆科作物,在全球范围内提供热量和膳食蛋白质,为粮食安全做出了重大贡献。然而,近年来干旱胁迫频率的增加大大降低了鹰嘴豆的产量。在此,我们对 36 种不同鹰嘴豆基因型进行了田间试验,以评估谷物产量、光合作用活性以及与干旱胁迫相关的分子性状。为了进行代谢组学分析,我们在代表不同结荚期的三个时间点收集了叶片组织。我们确定了 L-苏氨酸、果糖和糖醇在豆荚成熟中期参与鹰嘴豆适应性干旱响应。我们计算了每个基因型的胁迫易感性指数,以确定其在干旱下的耐受能力,并将 36 个基因型从最佳表现到最差表现分为四类。为了了解生化机制如何控制不同的性状以进行遗传改良,我们进行了差异雅各布分析,揭示了三个时间点上各种代谢途径之间的相互作用,包括肌醇相互转化的较高通量、高表现基因型的糖酵解、富马酸到苹果酸的转化以及碳和氮代谢扰动。代谢 GWAS(mGWAS)分析发现了参与糖酵解和 MEP 途径的候选基因,这与差异生化雅各布因子的结果相吻合。因此,这种拟议的数据分析策略通过利用自然变异,缩小了从纯统计关联到因果生化关系的差距。我们的研究为从遗传和代谢角度理解鹰嘴豆代谢组中与耐旱性相关的多样性提供了新的视角,并确定了代谢控制点,这些控制点也可在其他豆科作物中进行测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Natural variation in the chickpea metabolome under drought stress
Chickpea is the world's fourth largest grown legume crop, which significantly contributes to food security by providing calories and dietary protein globally. However, the increased frequency of drought stress has significantly reduced chickpea production in recent years. Here, we have performed a field experiment with 36 diverse chickpea genotypes to evaluate grain yield, photosynthetic activities and molecular traits related to drought stress. For metabolomics analysis, leaf tissue was collected at three time points representing different pod-filling stages. We identified L-threonic acid, fructose and sugar alcohols involved in chickpea adaptive drought response within the mid-pod-filling stage. A stress susceptibility index for each genotype was calculated to identify tolerance capacity under drought, distributing the 36 genotypes into four categories from best to worst performance. To understand how biochemical mechanisms control different traits for genetic improvement, we performed a differential Jacobian analysis, which unveiled the interplay between various metabolic pathways across three time points, including higher flux towards inositol interconversions, glycolysis for high-performing genotypes, fumarate to malate conversion, and carbon and nitrogen metabolism perturbations. Metabolic GWAS (mGWAS) analysis uncovered gene candidates involved in glycolysis and MEP pathway corroborating with the differential biochemical Jacobian results. Accordingly, this proposed data analysis strategy bridges the gap from pure statistical association to causal biochemical relations by exploiting natural variation. Our study offers new perspectives on the genetic and metabolic understanding of drought tolerance-associated diversity in the chickpea metabolome and led to the identification of metabolic control points that can be also tested in other legume crops.
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来源期刊
Plant Biotechnology Journal
Plant Biotechnology Journal 生物-生物工程与应用微生物
CiteScore
20.50
自引率
2.90%
发文量
201
审稿时长
1 months
期刊介绍: Plant Biotechnology Journal aspires to publish original research and insightful reviews of high impact, authored by prominent researchers in applied plant science. The journal places a special emphasis on molecular plant sciences and their practical applications through plant biotechnology. Our goal is to establish a platform for showcasing significant advances in the field, encompassing curiosity-driven studies with potential applications, strategic research in plant biotechnology, scientific analysis of crucial issues for the beneficial utilization of plant sciences, and assessments of the performance of plant biotechnology products in practical applications.
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