Yang Shan, Liu Mengshuang, Chu Na, Chen Guanxiu, Wang Panpan, Mo Junjie, Guo Haifeng, Xu Jianghuan, Zhou Hongkai
College of Coastal Agricultural Sciences, South China Branch of National Saline-Alkali Tolerant Rice Technology Innovation Center, Guangdong Ocean University, Zhanjiang, China.
National Engineering Research Center for Sugarcane, Fujian Agriculture and Forestry University, Fuzhou, China.
Front Plant Sci. 2022 Sep 7;13:952595. doi: 10.3389/fpls.2022.952595. eCollection 2022.
Rice () is one of the most important food crops around the world, which is sensitive to salt stress, especially in the seedling and booting stage. HD961 is a salt-tolerant rice landrace that grows along coastal beaches and has disease and insect pest resistance, salt tolerance, and vigorous growth characteristics. We performed a combined transcriptome and metabolome analysis to clarify salinity resistance mechanisms in cultivar HD961, which has adapted to salinity soil at the early seedling stage. The results showed that the growth and antioxidant capacity of HD961 were stronger than 9311 under salt stress (SS). Transcriptomic analysis showed that a total of 6,145, 3,309, 1,819, and 1,296 differentially expressed genes (DEGs) were identified in the groups of TH60 (control group vs. 60 mM group of HD961 for transcriptome), TH120 (control group vs. 120 mM group of HD961 for transcriptome), T60 (control group vs. 60 mM group of 9311 for transcriptome), and T120 (control group vs. 120 mM group of 9311 for transcriptome), respectively. Starch and sucrose metabolism and phenylpropanoid biosynthesis were shared in the four treatment groups based on a KEGG enrichment analysis of DEGs. In addition, alpha-linolenic acid metabolism, plant hormone signal transduction, plant-pathogen interaction, and fatty acid elongation were specific and significantly different in HD961. A total of 92, 158, 151, and 179 significantly regulated metabolites (SRMs) responded to SS in MH60 (control group vs. 60 mM group of HD961 for metabolome), MH120 (control group vs. 120 mM group of HD961 for metabolome), M60 (control group vs. 60 mM group of 9311 for metabolome), and M120 (control group vs. 120 mM group of 9311 for metabolome), respectively. The KEGG analysis showed that eight common metabolic pathways were identified in the four treatment groups, of which biosynthesis of amino acids was the most significant. Three specific metabolic pathways were identified in the HD961, including glutathione metabolism, ascorbate and aldarate metabolism, and pantothenate and CoA biosynthesis. Integrative analysis between the transcriptome and metabolome showed that glutathione metabolism was specific and significantly affected under SS in HD961. A total of seven SRMs and 48 DEGs and four SRMs and 15 DEGs were identified in the glutathione metabolism pathway in HD961 and 9311, respectively. The Pearson correlation analysis showed a significant correlation between reduced glutathione and 16 genes (12 upregulated and four downregulated genes), suggesting these genes could be candidates as salt-tolerance regulation genes. Collectively, our data show that glutathione metabolism plays a critical role in response to SS in rice. Moreover, the stronger regulative ability of related common genes and metabolites might contribute to salt resistance in HD961.
水稻(Oryza sativa L.)是世界上最重要的粮食作物之一,对盐胁迫敏感,尤其是在幼苗期和孕穗期。HD961是一种耐盐水稻地方品种,生长在沿海滩涂,具有抗病虫、耐盐和生长旺盛的特性。我们进行了转录组和代谢组联合分析,以阐明HD961品种在幼苗早期适应盐渍土壤的耐盐机制。结果表明,在盐胁迫(SS)下,HD961的生长和抗氧化能力强于9311。转录组分析表明,在TH60(转录组中HD961对照组与60 mM组)、TH120(转录组中HD961对照组与120 mM组)、T60(转录组中9311对照组与60 mM组)和T120(转录组中9311对照组与120 mM组)组中分别鉴定出6145、3309、1819和1296个差异表达基因(DEG)。基于DEG的KEGG富集分析表明,四个处理组中共有淀粉和蔗糖代谢以及苯丙烷生物合成。此外,α-亚麻酸代谢、植物激素信号转导、植物-病原体相互作用和脂肪酸延长在HD961中具有特异性且差异显著。在MH60(代谢组中HD961对照组与60 mM组)、MH120(代谢组中HD961对照组与120 mM组)、M60(代谢组中9311对照组与60 mM组)和M120(代谢组中9311对照组与120 mM组)中分别有92、158、151和179种显著调控代谢物(SRM)对SS有响应。KEGG分析表明,四个处理组中鉴定出八个常见代谢途径,其中氨基酸生物合成最为显著。在HD961中鉴定出三个特定代谢途径,包括谷胱甘肽代谢、抗坏血酸和醛糖代谢以及泛酸和辅酶A生物合成。转录组和代谢组的综合分析表明,谷胱甘肽代谢在HD961的SS下具有特异性且受到显著影响。在HD961和9311的谷胱甘肽代谢途径中分别鉴定出总共七个SRM和48个DEG以及四个SRM和15个DEG。Pearson相关性分析表明,还原型谷胱甘肽与16个基因(12个上调基因和4个下调基因)之间存在显著相关性,表明这些基因可能是耐盐调控基因的候选者。总体而言,我们的数据表明谷胱甘肽代谢在水稻对SS的响应中起关键作用。此外,相关常见基因和代谢物更强的调控能力可能有助于HD961的耐盐性。