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转录组和代谢组分析揭示藜麦幼苗对氮肥响应的机制。

Transcriptome and Metabolome Analyses Reveal Mechanisms Underlying the Response of Quinoa Seedlings to Nitrogen Fertilizers.

机构信息

College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming 650201, China.

Shanghai Key Laboratory of Agricultural Genetics and Breeding, Biotech Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201106, China.

出版信息

Int J Mol Sci. 2023 Jul 18;24(14):11580. doi: 10.3390/ijms241411580.

Abstract

Quinoa ( Willd.) is a dicotyledonous annual amaranth herb that belongs to the family Chenopodiaceae. Quinoa can be cultivated across a wide range of climatic conditions. With regard to its cultivation, nitrogen-based fertilizers have a demonstrable effect on the growth and development of quinoa. How crops respond to the application of nitrogen affects grain quality and yield. Therefore, to explore the regulatory mechanisms that underlie the responses of quinoa seedlings to the application of nitrogen, we selected two varieties (i.e., Dianli-1299 and Dianli-71) of quinoa seedlings and analyzed them using metabolomic and transcriptomic techniques. Specifically, we studied the mechanisms underlying the responses of quinoa seedlings to varying concentrations of nitrogen by analyzing the dynamics of metabolites and genes involved in arginine biosynthesis; carbon fixation; and alanine, aspartate, and glutamate biosynthetic pathways. Overall, we found that differentially expressed genes (DEGs) and differentially expressed metabolites (DEMs) of quinoa are affected by the concentration of nitrogen. We detected 1057 metabolites, and 29,012 genes were annotated for the KEGG. We also found that 15 DEMs and 8 DEGs were key determinants of the differences observed in quinoa seedlings under different nitrogen concentrations. These contribute toward a deeper understanding of the metabolic processes of plants under different nitrogen treatments and provide a theoretical basis for improving the nitrogen use efficiency (NUE) of quinoa.

摘要

藜麦(Willd.)是一种双子叶一年生苋科草本植物。藜麦可以在广泛的气候条件下种植。就其种植而言,含氮肥料对藜麦的生长和发育有明显的影响。作物对氮的应用的反应如何影响谷物的质量和产量。因此,为了探索藜麦幼苗对氮应用的反应的调节机制,我们选择了两个藜麦品种(即 Dianli-1299 和 Dianli-71)并使用代谢组学和转录组学技术对其进行了分析。具体来说,我们通过分析精氨酸生物合成、碳固定以及丙氨酸、天冬氨酸和谷氨酸生物合成途径中涉及的代谢物和基因的动态变化,研究了藜麦幼苗对不同氮浓度的反应机制。总的来说,我们发现藜麦的差异表达基因(DEGs)和差异表达代谢物(DEMs)受氮浓度的影响。我们检测到 1057 种代谢物,KEGG 注释了 29012 个基因。我们还发现,15 种 DEM 和 8 种 DEG 是不同氮浓度下藜麦幼苗差异的关键决定因素。这些有助于更深入地了解不同氮处理下植物的代谢过程,并为提高藜麦的氮利用效率(NUE)提供理论基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c2c4/10380953/dd3e30b1f854/ijms-24-11580-g001.jpg

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