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基于RNA-seq技术挖掘与高丹草粗蛋白合成相关的基因

Exploration of the Genes Related to Synthesis of Crude Protein in Sorghum bicolor L. × S. sudanense P. Based on RNA-seq Technology

  • 摘要: 为探究与高丹草(Sorghum bicolor L.×S.sudanense P.)粗蛋白合成相关的基因,本研究分别以高粗蛋白(GH)和低粗蛋白(GL)的高丹草为研究材料,在拔节盛期取材,利用转录组测序(transcriptome sequencing, RNA-seq)技术对其进行测序分析。结果显示,2个材料共鉴定出1 491个差异表达基因,与低粗蛋白(GL)材料相比,在高粗蛋白(GH)材料中上调表达基因889个(59.62%),下调表达基因602个(40.38%)。通过基因本体(gene ontology, GO)功能富集分析发现,差异表达基因显著富集到生物学过程(biological process, BP)、细胞组分(cell componenet, CC)和分子功能(molecular function, MF)3个大类。经京都基因与基因组百科全书(kyoto encyclopedia of genes and genomes, KEGG)富集分析发现,差异表达基因主要富集在丙氨酸和天冬氨酸等氨基酸代谢、氮代谢以及卟啉和叶绿素代谢等代谢途径中。经筛选,最终获得与高丹草粗蛋白合成相关的基因25个(20个上调表达,5个下调表达)。随机筛选5个差异表达基因进行实时荧光定量PCR (real-time quantitative PCR, RT-qPCR)验证,其表达趋势与RNA-seq检测结果一致。本研究为高丹草粗蛋白生物学合成机制及其次生代谢通路的研究提供了参考,也为下一步功能基因克隆、分子标记开发等工作奠定了基础。

     

    Abstract: In order to explore the genes related to crude protein synthesis in sorghum-sudangrass hybrid(Sorghum bicolor L.× S.sudanense P.), the high crude protein(GH) and low crude protein(GL) sorghum-sudan-grass hybrid were used as materials in this study. The samples were collected at the peak jointing stage, and transcriptome sequencing(RNA-seq) was used for sequencing analysis. The results showed that a total of 1 491 di-fferentially expressed genes were identified from the two materials, compared with low crude protein(GL) mate-rials, the high crude protein(GH)material has 889(59.62%) up-regulated genes and 602(40.38%) down-regulated genes. Through gene ontology(GO) functional enrichment, it was found that the differentially expressed genes were significantly enriched in biological process(BP), cell component(CC) and molecular function(MF). The kyoto encyclopedia of genes and genomes(KEGG) enrichment analysis showed that the differentially expressed genes were mainly enriched in amino acid metabolism such as alanine and aspartic acid, nitrogen metabolism, porphyrin and chlorpohyll metabolism. A total of 25 differentially expressed genes related to sorghum-sudangrass hybrid crude protein synthesis were screened(20 genes up-regulated and 5 genes down-regulated). Then, five differentially expressed genes were randomly screened for real-time quantitative PCR(RT-qPCR) verification, and the expression trend of the five genes was consistent with RNA-seq detection results. The results provided a reference for the study of the biosynthesis mechanism and secondary metabolic pathway of crude protein in sorghum-sudangrass hybrid, and lay a foundation for the further work of functional gene cloning and molecular marker development.

     

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