昆虫学报 ›› 2024, Vol. 67 ›› Issue (5): 622-633.doi: 10.16380/j.kcxb.2024.05.004

• 研究论文 • 上一篇    下一篇

越冬初期和中期西方蜜蜂四个亚种的miRNA及其靶mRNA的比较分析

蒋海宾1,#, 杜亚丽1,#, 冀全枝2, 何金明1, 孙智禹1, 吴鹰1王志1, 兰凤明1, 牛庆生1, 刘玉玲1,*, 徐凯1,*   

  1. (1. 吉林省养蜂科学研究所, 吉林 132108; 2. 福建农林大学蜂学与生物医药学院, 福州 350002)
  • 出版日期:2024-05-20 发布日期:2024-06-20

Comparative analysis of miRNAs and their target mRNAs in four subspecies of Apis mellifera during the early and middle overwintering periods

JIANG Hai-Bin1,#, DU Ya-Li1,#, JI Quan-Zhi2, HE Jin-Ming1, SUN Zhi-Yu1, WU Ying1, WANG Zhi1, LAN Feng-Ming1, NIU Qing-Sheng1, LIU Yu-Ling1,*, XU Kai1,*    

  1. (1. Apiculture Science Institute of Jilin Province, Jilin 132108, China; 2. College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China)
  • Online:2024-05-20 Published:2024-06-20

摘要:  【目的】明确西方蜜蜂Apis mellifera微小RNA(microRNA, miRNA)在越冬期间的表达量变化,揭示miRNA及其靶mRNA与抗寒性的潜在关系,在miRNA组学层面进一步揭示西方蜜蜂抗寒性的分子机理。【方法】利用sRNA-seq技术鉴定西方蜜蜂4个亚种意大利蜜蜂A.m. ligustica、欧洲黑蜂A. m. mellifera、高加索蜂A. m. caucasica和卡尼鄂拉蜂A. m. carnica在越冬期初期和越冬中期的miRNA;根据P≤0.05且|log2fold change|≥1标准筛选4个亚种在越冬不同时期的差异表达miRNA(differentially expressed miRNAs, DEmiRNAs)。利用相关生物信息学软件对筛选出的miRNA的靶mRNA进行预测,并对靶mRNA进行GO及KEGG数据库注释。根据靶向结合关系构建DEmiRNA和靶mRNA的调控网络,并利用Cytoscape进行可视化。随机选取ame-miR-263a-5p, ame-miR-184-3p, ame-miR-263b-5p, ame-miR-190-5p, ame-miR-6052-5p, ame-miR-9a-5p, ame-miR-100-5p和ame-miR-306-5p等8个DEmiRNA进行RT-qPCR验证。【结果】鉴定获得越冬期西方蜜蜂4个亚种210个miRNA,包括178个保守的miRNA和32个新的miRNA,长度介于18~30 nt,分布数量最多的长度为22和23 nt,首位碱基为U的miRNA数量最多。西方蜜蜂4个亚种在越冬初期和越冬中期表达量最高的DEmiRNAs为ame-miR-1-3p, ame-miR-276-3p和ame-miR-184-3p。意大利蜜蜂越冬初期vs越冬中期共筛选出22个DEmiRNA,可靶向调控394条mRNA,这些mRNA分别注释到161个GO功能条目和16条KEGG通路上;欧洲黑蜂越冬初期vs越冬中期共筛选出28个DEmiRNA,可靶向调控415条mRNA,这些mRNA分别注释到147个GO功能条目和15条KEGG通路上;高加索蜂越冬初期vs越冬中期共筛选67个DEmiRNA,可靶向调控1 021条mRNA,这些mRNA分别注释到171个GO功能条目和21条KEGG通路上;卡尼鄂拉蜂越冬初期vs越冬中期共筛选18个DEmiRNA,可靶向调控330条mRNA,这些mRNA分别注释到147个GO功能条目和13条KEGG通路上。西方蜜蜂4个亚种DEmiRNA与靶mRNA之间形成较为复杂的调控网络。RT-qPCR结果显示8个DEmiRNA的表达趋势与测序数据一致,证实了本研究中测序数据的可靠性。【结论】本研究明确西方蜜蜂4个亚种越冬不同时期的miRNA表达量变化,筛选出多个潜在调控西方蜜蜂越冬期抗寒性的分子候选靶标miRNA,其中ame-miR-14-3p和ame-miR-3786-5p在欧洲黑蜂、高加索蜂和卡尼鄂拉蜂中负调控多个mRNA的表达,在意大利蜜蜂中并没有参与;miRNA通过调控靶基因的表达参与甘油磷酸脂代谢、MAPK信号通路和mTOR等关键信号通路参与西方蜜蜂的抗寒性。

关键词: 西方蜜蜂, 微小RNA, 靶基因, 越冬, 抗寒, 调控网络

Abstract: 【Aim】 To determine the expression level changes of microRNAs (miRNAs) of Apis mellifera during the overwintering period, explore the potential relationships between miRNAs and their target mRNAs and cold resistance, so as to further reveal the molecular mechanism of cold resistance of A. mellifera at the miRNAomics level. 【Methods】 sRNA-seq technology was used to identify miRNAs in four subspecies of A. mellifera including A. m. ligustica, A. m. mellifera, A. m. caucasica and A. m. carnica during the early and middle overwintering periods. The differentially expressed miRNAs (DEmiRNAs) in the four subspecies during different overwintering periods were screened by P≤0.05 and |log2 fold change|≥1. The screened target mRNAs of miRNAs were predicted using related bioinformatic software, and then annotated by GO and KEGG databases. The regulatory network of DEmiRNAs with target mRNAs was constructed according to the targeted binding relationship, followed by visualization with Cytoscape. Eight DEmiRNAs including ame-miR-263a-5p, ame-miR-184-3p, ame-miR-263b-5p, ame-miR-190-5p, ame-miR-6052-5p, ame-miR-9a-5p, ame-miR-100-5p and ame-miR-306-5p were randomly selected for RT-qPCR validation.【Results】A total of 210 miRNAs were predicted in the four subspecies of A. mellifera during the overwintering period, including 178 conserved miRNAs and 32 new miRNAs. The length of miRNAs in the four subspecies of A. mellifera ranged from 18 to 30 nt, of which the most distributed lengths are 22 and 23 nt, and the number of miRNAs with the first base U is the largest. DEmiRNAs with the highest expression level were ame-miR-1-3p, ame-miR-276-3p and ame-miR-184-3p in the four subspecies of A. mellifera during the early and middle overwintering periods. A total of 22 DEmiRNAs were screened from A. m. ligustica between the early and middle overwintering periods, targeting 394 mRNAs which were annotated to 161 GO functional terms and 16 KEGG pathways. A total of 28 DEmiRNAs were screened from A. m. mellifera between the early and middle overwintering periods, targeting 415 mRNAs which were annotated to 147 GO functional terms and 15 KEGG pathways. A total of 67 DEmiRNAs were screened from A. m. caucasica between the early and middle overwintering periods, targeting 1 021 mRNAs which were annotated to 171 functional GO functional terms and 21 KEGG pathways. A total of 18 DEmiRNAs were screened from A. m. carnica between the early and middle overwintering periods, targeting 330 mRNAs which were annotated to 147 GO functional terms and 13 KEGG pathways. A complicated regulatory network was formed between DEmiRNAs and target mRNAs in the four subspecies of A. mellifera. RT-qPCR results demonstrated that the expression trend of the eight DEmiRNAs was consistent with the data by sRNA-seq, which confirmed the reliability of our sequencing data.【Conclusion】The miRNA expression level changes in the four subspecies of A. mellifera during different overwintering periods were clarified, and several candidate molecular target miRNAs with potential regulation of cold resistance of A. mellifera were obtained, among which ame-miR-14-3p and ame-miR-3786-5p negatively regulate the expression of multiple mRNAs in A. m. mellifera, A. m. caucasica and A. m. carnica, but not in A. m. mellifera. miRNAs are involved in the cold resistance of A. mellifera by regulating the expression of target genes involved in glycerophospholipid metabolism, MAPK signaling pathway and mTOR signaling pathway.

Key words: Apis mellifera, microRNA, target genes, overwintering, cold resistance, regulatory network