Texas A&M AgriLife Research and Extension Center, Uvalde, Texas, United States of America.
Department of Horticultural Sciences, Texas A&M University, College Station, Texas, United States of America.
PLoS One. 2020 May 6;15(5):e0232011. doi: 10.1371/journal.pone.0232011. eCollection 2020.
Nitrogen (N) is critical to the growth and productivity of crops. To understand the molecular mechanisms influenced by N stress, we used RNA-Sequencing (RNA-Seq) to analyze differentially expressed genes (DEGs) in root and leaf tissues of spinach. N stress negatively influenced photosynthesis, biomass accumulation, amino acid profiles, and partitioning of N across tissues. RNA-seq analysis revealed that N stress caused most transcriptomic changes in roots, identifying 1,346 DEGs. High-affinity nitrate transporters (NRT2.1, NRT2.5) and glutamine amidotransferase (GAT1) genes were strongly induced in roots in response to N deplete and replete conditions, respectively. GO and KEGG analyses revealed that the functions associated with metabolic pathways and nutrient reservoir activity were enriched due to N stress. Whereas KEGG pathway enrichment analysis indicated the upregulation of DEGs associated with DNA replication, pyrimidine, and purine metabolism in the presence of high N in leaf tissue. A subset of transcription factors comprising bHLH, MYB, WRKY, and AP2/ERF family members was over-represented in both tissues in response to N perturbation. Interesting DEGs associated with N uptake, amino acid metabolism, hormonal pathway, carbon metabolism, along with transcription factors, were highlighted. The results provide valuable information about the underlying molecular processes in response to N stress in spinach and; could serve as a resource for functional analysis of candidate genes/pathways and enhancement of nitrogen use efficiency.
氮(N)是作物生长和生产力的关键。为了了解受氮胁迫影响的分子机制,我们使用 RNA 测序(RNA-Seq)分析了菠菜根和叶组织中差异表达的基因(DEGs)。氮胁迫对光合作用、生物量积累、氨基酸谱和组织间氮的分配产生负面影响。RNA-seq 分析表明,氮胁迫导致根中大多数转录组发生变化,鉴定出 1346 个 DEGs。高亲和力硝酸盐转运体(NRT2.1、NRT2.5)和谷氨酰胺酰胺转移酶(GAT1)基因在根中分别对氮缺乏和氮充足条件下强烈诱导。GO 和 KEGG 分析表明,与代谢途径和营养库活性相关的功能因氮胁迫而富集。而在叶片组织中存在高氮时,KEGG 途径富集分析表明与 DNA 复制、嘧啶和嘌呤代谢相关的 DEGs 上调。一组转录因子包括 bHLH、MYB、WRKY 和 AP2/ERF 家族成员,在两种组织中均因氮胁迫而过度表达。突出显示了与氮吸收、氨基酸代谢、激素途径、碳代谢以及转录因子相关的重要 DEGs。研究结果为菠菜响应氮胁迫的潜在分子过程提供了有价值的信息,并为候选基因/途径的功能分析和提高氮利用效率提供了资源。