College of Agriculture, Northeast Agricultural University, Harbin 150030, China.
Harbin Academy of Agricultural Sciences, Harbin 150030, China.
Genes (Basel). 2024 Mar 2;15(3):327. doi: 10.3390/genes15030327.
Nitrogen (N) is one of the essential nutrients for the growth and development of crops. The adequate application of N not only increases the yield of crops but also improves the quality of agricultural products, but the excessive application of N can cause many adverse effects on ecology and the environment. In this study, genome-wide association analysis (GWAS) was performed under low- and high-N conditions based on 788,396 SNPs and phenotypic traits relevant to N uptake and utilization (N content and N accumulation). A total of 75 QTLs were obtained using GWAS, which contained 811 genes. Of 811 genes, 281 genes showed different haplotypes, and 40 genes had significant phenotypic differences among different haplotypes. Of these 40 genes, 5 differentially expressed genes (, , , , and ) were finally identified as the more valuable candidate genes based on the transcriptome data sequenced from Longjing31 (low-N-tolerant variety) and Songjing 10 (low-N-sensitive variety) under low- and high-N treatments. These new findings enrich the genetic resources for N uptake and utilization in rice, as well as lay a theoretical foundation for improving the efficiency of N uptake and utilization in rice.
氮(N)是作物生长和发育所必需的营养物质之一。适量施用 N 不仅可以提高作物产量,还可以提高农产品质量,但 N 的过量施用会对生态和环境造成许多不利影响。在这项研究中,基于与 N 吸收和利用(N 含量和 N 积累)相关的 788,396 个 SNPs 和表型性状,在低氮和高氮条件下进行了全基因组关联分析(GWAS)。通过 GWAS 获得了 75 个 QTL,其中包含 811 个基因。在 811 个基因中,有 281 个基因显示出不同的单倍型,有 40 个基因在不同单倍型之间表现出显著的表型差异。在这 40 个基因中,根据龙井 31(低氮耐受品种)和松京 10(低氮敏感品种)在低氮和高氮处理下测序的转录组数据,最终确定了 5 个差异表达基因(、、、、和)作为更有价值的候选基因。这些新发现丰富了水稻 N 吸收和利用的遗传资源,为提高水稻 N 吸收和利用效率奠定了理论基础。