基于转录组测序的花斑裸鲤温度应激功能基因挖掘

Mining of temperature stress functional genes in Gymnocypris eckloni based on transcriptome sequencing

  • 摘要: 【目的】 基于转录组测序挖掘花斑裸鲤(Gymnocypris eckloni)温度应激功能相关基因,为探究热应激下花斑裸鲤的适应性及温度响应机制提供理论参考。【方法】 选取60尾健康花斑裸鲤,随机分为对照组和热应激组,分别饲养于10和28℃水环境中。饲养结束后,经MS-222麻醉后取肝脏组织。肝脏组织经液氮研磨后采用TRIzol法提取组织总RNA,采用Illumina NovaSeq 6000平台进行高通量测序。将获得的Unigenes与NR、NT、KOG、SWISS-PROT、Pfam、GO和KEGG数据库比对,进行功能注释分析。基于转录本表达水平,采用DESeq2筛选差异表达基因(DEGs)并进行KEGG信号通路富集分析。随机选取6个DEGs进行实时荧光定量PCR检测,验证转录组数据准确性。【结果】 GO功能注释分析结果显示,共有23464条Unigenes在GO数据库中成功注释,涉及生物学过程、细胞组分和分子功能三大功能类别。KOG功能注释分析结果显示,有16583条Unigenes在KOG数据库中成功注释,涉及RNA加工和修饰、染色体结构和动力学等26个KOG功能条目。KEGG功能注释分析结果显示,注释到KEGG数据库的Unigenes涉及五大功能类别,其中注释Unigenes数量最多的KEGG功能条目是信号转导,其次是免疫系统。DEGs分析结果表明,对照组与热应激组间共有2388个DEGs,其中1520个DEGs上调,868个DEGs下调。KEGG信号通路富集分析结果表明,上调的DEGs主要富集在抗原处理和呈递、内质网蛋白质加工和雌激素等信号通路,下调的DEGs主要富集在代谢途径。实时荧光定量PCR检测结果表明,DNAJA4HSP90aFKBP4Caspase1Caspase7Caspase8转录组中每千个碱基转录每百万映射片段数(FPKM)与基因表达水平变化趋势一致,表明转录组测序数据具有较高的准确性。【结论】 热应激下花斑裸鲤免疫相关DEGs下调,热休克蛋白相关DEGs上调,热应激可能抑制花斑裸鲤免疫功能,热休克蛋白家族成员可能通过稳定蛋白结构和维护细胞稳态发挥抗热应激作用。热应激下花斑裸鲤细胞凋亡相关DEGs下调,可能与热休克蛋白对细胞凋亡的抑制效应有关,花斑裸鲤在热应激下可能通过增强分子伴侣活性来降低细胞凋亡风险。

     

    Abstract: 【Objective】 The purpose of this study was to explore the temperature stress functional genes of Gymnocypris eckloni based on transcriptome sequencing, which could provide theoretical reference for exploring the adaptability and temperature response mechanism of Gymnocypris eckloni under heat stress. 【Method】 Sixty healthy Gymnocypris eckloni were selected and randomly divided into a control group and a heat stress group, which were reared in 10 and 28 ℃ water environments respectively. After the rearing, the liver tissues were obtained after MS-222 anesthesia. The liver tissues were ground with liquid nitrogen and then the total RNA was extracted by TRIzol method. The high-throughput sequencing was performed using the Illumina NovaSeq 6000 platform. The obtained unigenes were compared with the NR, NT, KO, SWISS-PROT, Pfam, GO and KOG databases for functional annotation analysis. Based on the transcript expression level, differentially expressed genes(DEGs) were screened by DESeq2, and KEGG signaling pathway enrichment analysis was performed. Six DEGs were randomly selected for real-time fluorescence quantitative PCR detection to verify the accuracy of the transcriptome data. 【Result】 GO functional annotation analysis results showed that a total of 23464 unigenes were successfully annotated in the GO database, involving 3 functional categories: biological processes, cellular components and molecular functions. KOG functional annotation analysis results showed that 16583 unigenes were successfully annotated in the KOG database, involving 26 KOG functional terms such as RNA processing and modification of chromosome structure and dynamics. KEGG functional annotation analysis results showed that unigenes annotated to the KEGG database involved in 5 major functional categories, among which the KEGG functional term with the largest number of annotated unigenes was signal transduction, followed by the immune system. DEGs analysis results showed that there were 2388 DEGs between the control group and the heat stress group, 1520 DEGs were up-regulated, and 868 DEGs were down-regulated. KEGG signaling pathway enrichment analysis results showed that the up-regulated DEGs were mainly enriched in signaling pathways such as antigen processing and presentation, endoplasmic reticulum protein processing, and estrogen. The down-regulated DEGs mainly enriched in metobolic pathways. The results of realtime fluorescence quantitative PCR showed that fragments per kilobase of exon model per million mapped fragments(FPKM) in DNAJA4, HSP90a, FKBP4, Caspase1, Caspase7 and Caspase8 transcriptomes were consistent with the gene expression variation trend, indicating that the transcriptome sequencing data had a high accuracy. 【Conclusion】 Under heat stress, the expression levels of immune-related DEGs of Gymnocypris eckloni are down-regulated, and the expression levels of heat shock protein are up-regulated. Heat stress may inhibit the immune function of Gymnocypris eckloni, and the heat shock protein family members may play an anti-heat stress role by stabilizing protein structure and maintaining cell homeostasis. Under heat stress, the expression levels of apoptosis-related DEGs Caspase7 and Caspase8 in Gymnocypris eckloni are significantly down-regulated, which may be related to the inhibitory effect of heat shock protein on apoptosis. Gymnocypris eckloni may reduce the risk of apoptosis by enhancing the activity of molecular chaperones under heat stress.

     

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