昆虫学报 ›› 2020, Vol. 63 ›› Issue (3): 294-308.doi: 10.16380/j.kcxb.2020.03.006

• 研究论文 • 上一篇    下一篇

转录组分析揭示东方蜜蜂微孢子虫侵染意大利蜜蜂的分子机制

耿四海#, 周丁丁#, 范小雪, 蒋海宾, 祝智威, 王杰, 范元婵, 王心蕊, 熊翠玲, 郑燕珍, 付中民, 陈大福, 郭睿*   

  1. (福建农林大学动物科学学院(蜂学学院), 福州 350002)
  • 出版日期:2020-03-20 发布日期:2020-04-16

Transcriptomic analysis reveals the molecular mechanism underlying Nosema ceranae infection of Apis mellifera ligustica

GENG Si-Hai#, ZHOU Ding-Ding#, FAN Xiao-Xue, JIANG Hai-Bin, ZHU Zhi-Wei, WANG Jie, FAN Yuan-Chan, WANG Xin-Rui, XIONG Cui-Ling, ZHENG Yan-Zhen, FU Zhong-Min, CHEN Da-Fu, GUO Rui*   

  1. (College of Animal Sciences (College of Bee Science), Fujian Agriculture and Forestry University, Fuzhou 350002, China)
  • Online:2020-03-20 Published:2020-04-16

摘要: 【目的】本研究旨在通过差异表达基因(differentially expressed gene, DEG)分析以及毒力因子和其他侵染相关因子分析,在转录组水平揭示东方蜜蜂微孢子虫Nosema ceranae侵染意大利蜜蜂Apis mellifera ligustica的分子机制。【方法】基于前期已获得高质量的东方蜜蜂微孢子虫纯化孢子(NcCK)及侵染意大利蜜蜂工蜂7和10 d的东方蜜蜂微孢子虫(分别为NcT1和NcT2)转录组数据,根据P≤0.05且|log2(Fold change)|≥1的标准,通过比较分析筛选出NcCK vs NcT1, NcCK vs NcT2和NcT1 vs NcT2比较组的DEG。通过相关生物信息学软件对上述DEG进行Venn分析、GO分类和KEGG代谢通路富集分析。根据Nr和KEGG数据库注释信息和相关文献进行对东方蜜蜂微孢子虫的毒力因子和侵染相关因子的统计和分析。通过RT-qPCR验证转录组数据及DEG表达趋势。【结果】从NcCK vs NcT1, NcCK vs NcT2和NcT1 vs NcT2比较组分别鉴定出1 397, 1 497和52个DEG。Venn分析结果显示各比较组共有的上调和下调基因分别为10和1个。GO分类结果显示,NcCK vs NcT1和NcCK vs NcT2中DEG富集数最多的功能条目为代谢进程、细胞进程、单组织进程、细胞、细胞组件、细胞器、催化活性和结合,而NcT1 vs NcT2中DEG富集数最多的是代谢进程、细胞进程、单组织进程、催化活性和结合。KEGG代谢通路富集分析结果显示,NcCK vs NcT1和NcCK vs NcT2中DEG分别富集到80和79条通路;富集在糖酵解/糖异生和MAPK信号通路的上调基因数量多于下调基因。毒力因子分析结果显示,孢壁蛋白9基因和孢壁蛋白12基因在NcCK vs NcT1和NcCK vs NcT2中均下调表达,孢壁蛋白8基因仅在NcCK vs NcT1中表达量下调;此外孢壁蛋白前体基因、孢壁和锚定盘复合蛋白基因、几丁质合酶基因、极管蛋白基因、蓖麻毒素B凝集素基因的表达水平在NcCK vs NcT1和NcCK vs NcT2中表现为上调。侵染相关因子分析结果表明,糖酵解途径的3个关键酶基因在NcCK vs NcT1和NcCK vs NcT2中上调表达;3个涉及ATP/ADP移位酶的基因在NcCK vs NcT1和NcCK vs NcT2中上调表达,但有1个表达量下调;2个涉及ABC转运蛋白的基因在NcCK vs NcT1和NcCK vs NcT2中上调表达,另有4个下调表达。RT-qPCR结果证实了本研究中转录组数据及DEG表达趋势的真实可靠性。【结论】本研究通过比较分析解析东方蜜蜂微孢子虫侵染意大利蜜蜂工蜂过程的转录组动态,揭示了孢壁蛋白、孢壁和锚定盘复合蛋白、几丁质酶、极管蛋白和蓖麻毒素B凝集素等毒力因子编码基因,以及己糖激酶、丙酮酸激酶、6-磷酸果糖激酶、ATP/ADP移位酶和ABC转运蛋白等侵染相关因子编码基因在病原增殖中扮演重要角色,为阐明东方蜜蜂微孢子虫的侵染机制提供了基础。

关键词: 意大利蜜蜂, 东方蜜蜂微孢子虫, 转录组, 差异表达基因, 侵染机制, 毒力因子, 侵染相关因子

Abstract: 【Aim】 This study aims to reveal the molecular mechanism underlying Nosema ceranae infection of Apis mellifera ligustica at the transcriptome level by investigation of differentially expressed genes (DEGs), virulence factors and infection-associated factors. 【Methods】 Following the criteria of P≤0.05 and |log2(Fold change)|≥1, DEGs within NcCK vs NcT1, NcCK vs NcT2 and NcT1 vs NcT2 comparison groups were screened out via the comparative analysis based on our previously obtained high-quality transcriptome datasets from purified spores of N. ceranae (NcCK) and N. ceranae in the midgut of A. m. ligustica workers at 7 d and 10 d post infection (NcT1 and NcT2, respectively). Venn analysis, GO classification and KEGG pathway enrichment analysis of DEGs were conducted using the related bioinformatic software, virulence factors and infection-associated factors of N. ceranae were summarized and analyzed based on Nr database annotations, KEGG database annotations and related literature documentations. The transcriptomic data and expression trends of DEGs were verified by RT-qPCR. 【Results】 In total, 1 397, 1 497 and 52 DEGs were identified in NcCK vs NcT1, NcCK vs NcT2 and NcT1 vs NcT2, respectively. Venn analysis showed that 10 up-regulated genes and one down-regulated gene were shared by various comparison groups. GO functional classification results showed the largest functional terms of DEGs in NcCK vs NcT1 and NcCK vs NcT2 were metabolic process, cellular process, single-organism process, cell, cell part, organelle, catalytic activity and binding, while DEGs in NcT1 vs NcT2 were mostly enriched in metabolic process, cellular process, single-organism process, catalytic activity and binding. In addition, KEGG pathway enrichment analysis indicated that DEGs within NcCK vs NcT1 and NcCK vs NcT2 were enriched in 80 and 79 pathways, respectively. The number of up-regulated genes enriched in glycolysis/gluconeogenesis and MAPK signaling pathway was more than that of down-regulated genes. Investigation of virulence factors displayed that spore wall protein 9 encoding gene and spore wall protein 12 encoding gene were down-regulated in NcCK vs NcT1 and NcCK vs NcT2, while spore wall protein 8 encoding gene was down-regulated only in NcCK vs NcT1. In additional, the expression levels of spore wall protein precursor encoding gene, spore wall and anchoring disk complex protein encoding gene, chitinase encoding gene, polar tube protein encoding gene, and ricin B lectin encoding gene were all up-regulated in NcCK vs NcT1 and NcCK vs NcT2. Moreover, the infection-associated factor analysis demonstrated that in NcCK vs NcT1 and NcCK vs NcT2 three key enzyme genes engaged in glycolytic pathway were up-regulated, while in NcCK vs NcT1 and NcCK vs NcT2 three ATP/ADP transferase-associated genes were up-regulated but one down-regulated. Two ABC transporterassociated genes were up-regulated in NcCK vs NcT1 and NcCK vs NcT2, while four down-regulated. Finally, the RT-qPCR results verified the authenticity of the transcriptomic data and expression trends of DEGs. 【Conclusion】 In this study the transcriptomic dynamics of N. ceranae infecting the A. m. ligustica worker was deciphered through the comparative analyses. Our findings revealed that genes encoding virulence factors including spore wall protein, spore wall and anchoring disk complex protein, chitinase, polar tube protein and ricin B lectin, and genes encoding infection-associated factors such as hexokinase, pyruvate kinase, 6-phosphofructokinase, ATP/ADP transferase and ABC transporters, are likely to play key roles in pathogen proliferation, providing a basis for clarifying the infection mechanism of N. ceranae.

Key words: Apis mellifera ligustica, Nosema ceranae, transcriptome, differentially expressed gene, infection mechanism, virulence factor, infectionassociated factor