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代谢组学与转录组学的综合分析揭示了油菜(L.)耐寒性的相关见解。

Integrated Analysis of Metabolome and Transcriptome Reveals Insights for Cold Tolerance in Rapeseed ( L.).

作者信息

Raza Ali, Su Wei, Hussain Muhammad Azhar, Mehmood Sundas Saher, Zhang Xuekun, Cheng Yong, Zou Xiling, Lv Yan

机构信息

Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences (CAAS), Wuhan, China.

College of Agriculture, Engineering Research Center of Ecology and Agricultural Use of Wetland of Ministry of Education, Yangtze University, Jingzhou, China.

出版信息

Front Plant Sci. 2021 Oct 8;12:721681. doi: 10.3389/fpls.2021.721681. eCollection 2021.

Abstract

Rapeseed ( L.) is an important oilseed crop in the world. Its productivity is significantly influenced by numerous abiotic stresses, including cold stress (CS). Consequently, enhancement in CS tolerance is becoming an important area for agricultural investigation and crop improvement. Therefore, the current study aimed to identify the stress-responsive genes, metabolites, and metabolic pathways based on a combined transcriptome and metabolome analysis to understand the CS responses and tolerance mechanisms in the cold-tolerant (C18) and cold-sensitive (C6) rapeseed varieties. Based on the metabolome analysis, 31 differentially accumulated metabolites (DAMs) were identified between different comparisons of both varieties at the same time points. From the transcriptome analysis, 2,845, 3,358, and 2,819 differentially expressed genes (DEGs) were detected from the comparison of C6-0 vs. C18-0, C6-1 vs. C18-1, and C6-7 vs. C18-7. By combining the transcriptome and metabolome data sets, we found that numerous DAMs were strongly correlated with several differentially expressed genes (DEGs). A functional enrichment analysis of the DAMs and the correlated DEGs specified that most DEGs and DAMs were mainly enriched in diverse carbohydrates and amino acid metabolisms. Among them, starch and sucrose metabolism and phenylalanine metabolism were significantly enriched and played a vital role in the CS adaption of rapeseed. Six candidate genes were selected from the two pathways for controlling the adaption to low temperature. In a further validation, the T-DNA insertion mutants of their homologous, including , and , were characterized and six lines differed significantly in levels of freezing tolerance. The outcome of the current study provided new prospects for the understanding of the molecular basis of CS responses and tolerance mechanisms in rapeseed and present a set of candidate genes for use in improving CS adaptability in the same plant.

摘要

油菜(L.)是世界上一种重要的油料作物。其生产力受到包括冷胁迫(CS)在内的多种非生物胁迫的显著影响。因此,提高对冷胁迫的耐受性正成为农业研究和作物改良的一个重要领域。因此,本研究旨在基于转录组和代谢组联合分析,鉴定胁迫响应基因、代谢物和代谢途径,以了解耐寒(C18)和冷敏感(C6)油菜品种对冷胁迫的响应和耐受机制。基于代谢组分析,在两个品种相同时间点的不同比较中,共鉴定出31种差异积累代谢物(DAMs)。通过转录组分析,在C6-0与C18-0、C6-1与C18-1、C6-7与C18-7的比较中分别检测到2845、3358和2819个差异表达基因(DEGs)。通过整合转录组和代谢组数据集,我们发现许多DAMs与多个差异表达基因(DEGs)高度相关。对DAMs和相关DEGs的功能富集分析表明,大多数DEGs和DAMs主要富集在多种碳水化合物和氨基酸代谢中。其中,淀粉和蔗糖代谢以及苯丙氨酸代谢显著富集,在油菜对冷胁迫的适应中起着至关重要的作用。从这两条途径中选择了6个候选基因来控制对低温的适应。在进一步的验证中,对它们的同源基因(包括、和)的T-DNA插入突变体进行了表征,6个株系在耐寒性水平上存在显著差异。本研究结果为理解油菜对冷胁迫的响应和耐受机制的分子基础提供了新的前景,并提出了一组用于提高同一植物对冷胁迫适应性的候选基因。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19c3/8532563/ec95e70f58f2/fpls-12-721681-g0001.jpg

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