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转录组和代谢组揭示了大麦基因型对低氮和再供应响应的分子机制。

Transcriptome and Metabolome Reveal the Molecular Mechanism of Barley Genotypes Underlying the Response to Low Nitrogen and Resupply.

机构信息

State Key Laboratory of Aridland Crop Science, Gansu Key Laboratory of Crop Improvement and Germplasm Enhancement, Lanzhou 730070, China.

Department of Crop Genetics and Breeding, College of Agronomy, Gansu Agricultural University, Lanzhou 730070, China.

出版信息

Int J Mol Sci. 2023 Feb 28;24(5):4706. doi: 10.3390/ijms24054706.

Abstract

Nitrogen is one of the most important mineral elements for plant growth and development. Excessive nitrogen application not only pollutes the environment, but also reduces the quality of crops. However, are few studies on the mechanism of barley tolerance to low nitrogen at both the transcriptome and metabolomics levels. In this study, the nitrogen-efficient genotype (W26) and the nitrogen-sensitive genotype (W20) of barley were treated with low nitrogen (LN) for 3 days and 18 days, then treated with resupplied nitrogen (RN) from 18 to 21 days. Later, the biomass and the nitrogen content were measured, and RNA-seq and metabolites were analyzed. The nitrogen use efficiency (NUE) of W26 and W20 treated with LN for 21 days was estimated by nitrogen content and dry weight, and the values were 87.54% and 61.74%, respectively. It turned out to have a significant difference in the two genotypes under the LN condition. According to the transcriptome analysis, 7926 differentially expressed genes (DEGs) and 7537 DEGs were identified in the leaves of W26 and W20, respectively, and 6579 DEGs and 7128 DEGs were found in the roots of W26 and W20, respectively. After analysis of the metabolites, 458 differentially expressed metabolites (DAMs) and 425 DAMs were found in the leaves of W26 and W20, respectively, and 486 DAMs and 368 DAMs were found in the roots of W26 and W20, respectively. According to the KEGG joint analysis of DEGs and DAMs, it was discovered that glutathione (GSH) metabolism was the pathway of significant enrichment in the leaves of both W26 and W20. In this study, the metabolic pathways of nitrogen metabolism and GSH metabolism of barley under nitrogen were constructed based on the related DAMs and DEGs. In leaves, GSH, amino acids, and amides were the main identified DAMs, while in roots, GSH, amino acids, and phenylpropanes were mainly found DAMs. Finally, some nitrogen-efficient candidate genes and metabolites were selected based on the results of this study. The responses of W26 and W20 to low nitrogen stress were significantly different at the transcriptional and metabolic levels. The candidate genes that have been screened will be verified in future. These data not only provide new insights into how barley responds to LN, but also provide new directions for studying the molecular mechanisms of barley under abiotic stress.

摘要

氮是植物生长和发育最重要的矿物质元素之一。过量施用氮肥不仅会污染环境,还会降低作物的质量。然而,目前关于大麦在转录组和代谢组水平上对低氮耐受性的机制的研究很少。在这项研究中,使用低氮(LN)处理大麦的氮高效基因型(W26)和氮敏感基因型(W20)3 天和 18 天,然后从 18 天到 21 天用补充氮(RN)处理。之后,测量生物量和氮含量,并进行 RNA-seq 和代谢物分析。通过氮含量和干重估计 W26 和 W20 在 LN 处理 21 天后的氮利用效率(NUE),分别为 87.54%和 61.74%。结果表明,在 LN 条件下,这两种基因型之间存在显著差异。根据转录组分析,在 W26 和 W20 的叶片中分别鉴定出 7926 个差异表达基因(DEGs)和 7537 个 DEGs,在 W26 和 W20 的根中分别发现 6579 个 DEGs 和 7128 个 DEGs。对代谢物进行分析后,在 W26 和 W20 的叶片中分别发现 458 个差异表达代谢物(DAMs)和 425 个 DAMs,在 W26 和 W20 的根中分别发现 486 个 DAMs 和 368 个 DAMs。根据 DEGs 和 DAMs 的 KEGG 联合分析,发现 GSH(谷胱甘肽)代谢是 W26 和 W20 叶片中显著富集的途径。在这项研究中,基于相关的 DAMs 和 DEGs,构建了大麦在氮素条件下氮代谢和 GSH 代谢的代谢途径。在叶片中,GSH、氨基酸和酰胺是主要鉴定出的 DAMs,而在根中,GSH、氨基酸和苯丙烷是主要发现的 DAMs。最后,根据本研究的结果,选择了一些氮高效候选基因和代谢物。W26 和 W20 对低氮胁迫的反应在转录和代谢水平上有显著差异。筛选出的候选基因将在未来进行验证。这些数据不仅为大麦对 LN 的响应提供了新的见解,也为研究非生物胁迫下大麦的分子机制提供了新的方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6224/10003240/f20a92c8a7f2/ijms-24-04706-g001.jpg

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