State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China.
School of Agricultural Sciences, Zhengzhou University, Zhengzhou 450000, China.
Int J Mol Sci. 2020 Feb 22;21(4):1500. doi: 10.3390/ijms21041500.
Nitrogen (N) is the most important limiting factor for cotton production worldwide. Genotype-dependent ability to cope with N shortage has been only partially explored in cotton, and in this context, the comparison of molecular responses of cotton genotypes with different nitrogen use efficiency (NUE) is of particular interest to dissect the key molecular mechanisms underlying NUE. In this study, we employed Illumina RNA-Sequencing to determine the genotypic difference in transcriptome profile using two cotton genotypes differing in NUE (CCRI-69, N-efficient, and XLZ-30, N-inefficient) under N starvation and resupply treatments. The results showed that a large genetic variation existed in differentially expressed genes (DEGs) related to amino acid, carbon, and nitrogen metabolism between CCRI-69 and XLZ-30. Further analysis of metabolic changes in cotton genotypes under N resupply showed that nitrogen metabolism and aromatic amino acid metabolism pathways were mainly enriched in CCRI-69 by regulating carbon metabolism pathways such as starch and sucrose metabolism, glycolysis/gluconeogenesis, and pentose phosphate pathway. Additionally, we performed an expression network analysis of genes related to amino acid, carbon, and nitrogen metabolism. In total, 75 and 33 genes were identified as hub genes in shoots and roots of cotton genotypes, respectively. In summary, the identified hub genes may provide new insights into coordinating carbon and nitrogen metabolism and improving NUE in cotton.
氮(N)是全球棉花生产的最重要限制因素。在棉花中,仅部分探索了基因型依赖的应对 N 短缺的能力,在这种情况下,比较不同氮利用效率(NUE)的棉花基因型的分子响应对于剖析 NUE 背后的关键分子机制特别感兴趣。在这项研究中,我们使用 Illumina RNA-Seq 技术,使用两种氮效率(CCRI-69,高效氮,和 XLZ-30,低效氮)不同的棉花基因型在氮饥饿和再供应处理下,确定了转录组图谱的基因型差异。结果表明,在与氨基酸、碳和氮代谢相关的差异表达基因(DEGs)中存在很大的遗传变异,在 CCRI-69 和 XLZ-30 之间。进一步分析氮再供应下棉花基因型的代谢变化表明,氮代谢和芳香族氨基酸代谢途径主要通过调节碳代谢途径,如淀粉和蔗糖代谢、糖酵解/糖异生和戊糖磷酸途径,在 CCRI-69 中富集。此外,我们对与氨基酸、碳和氮代谢相关的基因进行了表达网络分析。总共在棉花基因型的地上部和根部分别鉴定出 75 个和 33 个基因作为枢纽基因。总之,鉴定出的枢纽基因可能为协调碳氮代谢和提高棉花的 NUE 提供新的见解。