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玉米(L.)叶片转录组分析揭示了关键的冷响应基因、转录因子和代谢途径,这些基因、转录因子和代谢途径在苗期调节冷胁迫耐受性。

Transcriptome Profiling of Maize ( L.) Leaves Reveals Key Cold-Responsive Genes, Transcription Factors, and Metabolic Pathways Regulating Cold Stress Tolerance at the Seedling Stage.

机构信息

Biotechnology Research Institute, Chinese Academy of Agricultural Sciences, Beijing 100081, China.

Maize Research Institute, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China.

出版信息

Genes (Basel). 2021 Oct 18;12(10):1638. doi: 10.3390/genes12101638.

Abstract

Cold tolerance is a complex trait that requires a critical perspective to understand its underpinning mechanism. To unravel the molecular framework underlying maize ( L.) cold stress tolerance, we conducted a comparative transcriptome profiling of 24 cold-tolerant and 22 cold-sensitive inbred lines affected by cold stress at the seedling stage. Using the RNA-seq method, we identified 2237 differentially expressed genes (DEGs), namely 1656 and 581 annotated and unannotated DEGs, respectively. Further analysis of the 1656 annotated DEGs mined out two critical sets of cold-responsive DEGs, namely 779 and 877 DEGs, which were significantly enhanced in the tolerant and sensitive lines, respectively. Functional analysis of the 1656 DEGs highlighted the enrichment of signaling, carotenoid, lipid metabolism, transcription factors (TFs), peroxisome, and amino acid metabolism. A total of 147 TFs belonging to 32 families, including MYB, ERF, NAC, WRKY, bHLH, MIKC MADS, and CH, were strongly altered by cold stress. Moreover, the tolerant lines' 779 enhanced DEGs were predominantly associated with carotenoid, ABC transporter, glutathione, lipid metabolism, and amino acid metabolism. In comparison, the cold-sensitive lines' 877 enhanced DEGs were significantly enriched for MAPK signaling, peroxisome, ribosome, and carbon metabolism pathways. The biggest proportion of the unannotated DEGs was implicated in the roles of long non-coding RNAs (lncRNAs). Taken together, this study provides valuable insights that offer a deeper understanding of the molecular mechanisms underlying maize response to cold stress at the seedling stage, thus opening up possibilities for a breeding program of maize tolerance to cold stress.

摘要

耐寒性是一个复杂的性状,需要用批判性的眼光去理解其潜在的机制。为了揭示玉米(L.)幼苗期耐冷胁迫的分子基础,我们对 24 个耐冷和 22 个敏感自交系进行了比较转录组分析。采用 RNA-seq 方法,共鉴定到 2237 个差异表达基因(DEGs),分别注释和非注释的 DEGs 为 1656 个和 581 个。进一步分析 1656 个注释 DEGs 得到两个关键的冷响应 DEG 集,分别为 779 个和 877 个,在耐冷和敏感系中分别显著上调。对 1656 个 DEGs 的功能分析突出了信号转导、类胡萝卜素、脂质代谢、转录因子(TFs)、过氧化物酶体和氨基酸代谢的富集。共鉴定到 147 个 TF,属于 32 个家族,包括 MYB、ERF、NAC、WRKY、bHLH、MIKC MADS 和 CH,这些 TF 受到冷胁迫的强烈影响。此外,耐冷系中 779 个增强的 DEGs 主要与类胡萝卜素、ABC 转运蛋白、谷胱甘肽、脂质代谢和氨基酸代谢有关。相比之下,冷敏感系中 877 个增强的 DEGs 显著富集了 MAPK 信号转导、过氧化物酶体、核糖体和碳代谢途径。未注释的 DEGs 最大比例与长非编码 RNA(lncRNA)的作用有关。总之,这项研究提供了有价值的见解,深入了解了玉米幼苗期对冷胁迫的分子机制,为玉米耐冷胁迫的育种计划提供了可能性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/89ad/8535276/ac9e027e2586/genes-12-01638-g001.jpg

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