Council for Agricultural Research and Economics (CREA), Research Centre for Cereal and Industrial Crops (CREA-CI), 71122 Foggia, Italy.
Systems Biology and Mathematical Modeling Group, Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam, Germany.
Int J Mol Sci. 2021 Apr 30;22(9):4790. doi: 10.3390/ijms22094790.
Mounting evidence indicates the key role of nitrogen (N) on diverse processes in plant, including development and defense. Using a combined transcriptomics and metabolomics approach, we studied the response of seedlings to N starvation of two different tetraploid wheat genotypes from the two main domesticated subspecies: emmer and durum wheat. We found that durum wheat exhibits broader and stronger response in comparison to emmer as seen from the expression pattern of both genes and metabolites and gene enrichment analysis. They showed major differences in the responses to N starvation for transcription factor families, emmer showed differential reduction in the levels of primary metabolites while durum wheat exhibited increased levels of most of them to N starvation. The correlation-based networks, including the differentially expressed genes and metabolites, revealed tighter regulation of metabolism in durum wheat in comparison to emmer. We also found that glutamate and γ-aminobutyric acid (GABA) had highest values of centrality in the metabolic correlation network, suggesting their critical role in the genotype-specific response to N starvation of emmer and durum wheat, respectively. Moreover, this finding indicates that there might be contrasting strategies associated to GABA and glutamate signaling modulating shoot vs. root growth in the two different wheat subspecies.
越来越多的证据表明,氮(N)在植物的多种过程中起着关键作用,包括发育和防御。本研究采用转录组学和代谢组学相结合的方法,研究了两种不同四倍体小麦基因型(硬粒小麦和普通小麦)幼苗对 N 饥饿的反应。与普通小麦相比,硬粒小麦表现出更广泛和更强的反应,这从基因和代谢物的表达模式以及基因富集分析中可以看出。在转录因子家族对 N 饥饿的反应中,它们表现出主要差异,硬粒小麦初级代谢物水平降低,而普通小麦则表现出大多数代谢物水平升高。基于相关性的网络,包括差异表达的基因和代谢物,显示出普通小麦在代谢调控方面比硬粒小麦更为紧密。我们还发现,谷氨酸和γ-氨基丁酸(GABA)在代谢相关网络中的中心性值最高,表明它们在硬粒小麦和普通小麦对 N 饥饿的基因型特异性反应中分别具有关键作用。此外,这一发现表明,在两种不同的小麦亚种中,可能存在与 GABA 和谷氨酸信号转导相关的不同策略,从而调节地上部和根部的生长。