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基于转录组和代谢组学的综合分析揭示了萎缩芽孢杆菌 WZYH01 介导的玉米(Zea mays L.)盐胁迫机制。

Integrative analysis of the transcriptome and metabolome reveals Bacillus atrophaeus WZYH01-mediated salt stress mechanism in maize (Zea mays L.).

机构信息

State Key Laboratory of Water Resources and Hydropower Engineering Science, Wuhan University, Wuhan, Hubei Province, China.

College of Agricultural Science and Engineering, Hohai University, Nanjing, Jiangsu Province, China.

出版信息

J Biotechnol. 2024 Mar 10;383:39-54. doi: 10.1016/j.jbiotec.2024.02.004. Epub 2024 Feb 10.

Abstract

Maize is an important food crop that is affected by salt stress during growth, which can hinder plant growth and result in a significant decrease in yield. The application of plant growth-promoting rhizobacteria can improve this situation to a certain extent. However, the gene network of rhizosphere-promoting bacteria regulating the response of maize to salt stress remains elusive. Here, we used metabolomics and transcriptomics techniques to elucidate potential gene networks and salt-response pathways in maize. Phenotypic analysis showed that the Bacillus atrophaeus treatment improved the plant height, leaf area, biomass, ion, nutrient and stomatal indicators of maize. Metabolomic analysis identified that differentially expressed metabolites (DEMs) were primarily concentrated in the arginine, proline and phytohormone signaling metabolic pathways. 4-Hydroxyphenylacetylglutamic acid, L-histidinol, oxoglutaric acid, L-glutamic acid, L-arginine, and L-tyrosine were significantly increased in the Bacillus atrophaeus treatment. Weighted gene coexpression network analysis (WGCNA) identified several hub genes associated with salt response: Zm00001eb155540 and Zm00001eb088790 (ABC transporter family), Zm00001eb419060 (extra-large GTP-binding protein family), Zm00001eb317200 (calcium-transporting ATPase), Zm00001eb384800 (aquaporin NIP1-4) and Zm00001eb339170 (cytochrome P450). Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis revealed that genes related to plant hormone signal transduction and the MAPK signaling pathway were involved in the response to the effect of Bacillus atrophaeus under salt stress. In the plant hormone signal transduction pathway, 3 differentially expressed genes (DEGs) encoding EIN3/EILs protein, 3 DEGs encoding GH3, 1 DEG encoding PYR/PYL and 6 DEGs encoding PP2C were all upregulated in Bacillus atrophaeus treatment. In the MAPK signaling pathway, 2 DEGs encoding CAT1 and 2 DEGs encoding WRKY22/WRKY29 were significantly upregulated, and the expression of DEGs encoding RbohD was downregulated by the application of Bacillus atrophaeus. In conclusion, the application of Bacillus atrophaeus under salt stress regulated key physiological and molecular processes in plants, which could stimulate the expression of genes related to ion transport and nutrients in maize, alleviate salt stress and promote maize growth to some extent, deepening our understanding of the application of Bacillus atrophaeus under salt stress to improve the salt-response gene network of maize growth.

摘要

玉米是一种重要的粮食作物,在生长过程中会受到盐胁迫的影响,这会阻碍植物生长,导致产量显著下降。应用植物促生根际细菌在一定程度上可以改善这种情况。然而,根际促生细菌调节玉米对盐胁迫响应的基因网络仍然难以捉摸。在这里,我们使用代谢组学和转录组学技术来阐明玉米中潜在的基因网络和盐响应途径。表型分析表明,萎缩芽孢杆菌处理提高了玉米的株高、叶面积、生物量、离子、养分和气孔指标。代谢组学分析确定,差异表达的代谢物(DEMs)主要集中在精氨酸、脯氨酸和植物激素信号转导代谢途径中。4-羟基苯乙酰谷氨酸、L-组氨酸醇、草酰乙酸、L-谷氨酸、L-精氨酸和 L-酪氨酸在萎缩芽孢杆菌处理中显著增加。加权基因共表达网络分析(WGCNA)鉴定出与盐响应相关的几个枢纽基因:Zm00001eb155540 和 Zm00001eb088790(ABC 转运蛋白家族)、Zm00001eb419060(超大 GTP 结合蛋白家族)、Zm00001eb317200(钙转运 ATP 酶)、Zm00001eb384800(水通道蛋白 NIP1-4)和 Zm00001eb339170(细胞色素 P450)。京都基因与基因组百科全书(KEGG)分析表明,与植物激素信号转导和 MAPK 信号通路相关的基因参与了盐胁迫下萎缩芽孢杆菌作用的响应。在植物激素信号转导途径中,3 个差异表达基因(DEGs)编码 EIN3/EILs 蛋白,3 个 DEGs 编码 GH3,1 个 DEG 编码 PYR/PYL 和 6 个 DEGs 编码 PP2C 在萎缩芽孢杆菌处理中均上调。在 MAPK 信号通路中,2 个 DEGs 编码 CAT1 和 2 个 DEGs 编码 WRKY22/WRKY29 显著上调,应用萎缩芽孢杆菌处理后,DEGs 编码 RbohD 的表达下调。综上所述,盐胁迫下应用萎缩芽孢杆菌调节植物的关键生理和分子过程,可刺激玉米中与离子转运和养分相关的基因表达,在一定程度上缓解盐胁迫,促进玉米生长,加深我们对盐胁迫下应用萎缩芽孢杆菌提高玉米生长盐响应基因网络的理解。

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