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基于迷宫的视觉模式学习后蜜蜂中微小RNA和信使核糖核酸表达的综合分析

The integrative analysis of microRNA and mRNA expression in Apis mellifera following maze-based visual pattern learning.

作者信息

Qin Qiu-Hong, Wang Zi-Long, Tian Liu-Qing, Gan Hai-Yan, Zhang Shao-Wu, Zeng Zhi-Jiang

机构信息

Honeybee Research Institute, Jiangxi Agricultural University, Nanchang, China.

出版信息

Insect Sci. 2014 Oct;21(5):619-36. doi: 10.1111/1744-7917.12065. Epub 2014 Jan 30.

Abstract

The honeybee (Apis mellifera) is a social insect with strong sensory capacity and diverse behavioral repertoire and is recognized as a good model organism for studying the neurobiological basis of learning and memory. In this study, we analyzed the changes in microRNA (miRNA) and messenger RNA (mRNA) following maze-based visual learning using next-generation small RNA sequencing and Solexa/lllumina Digital Gene Expression tag profiling (DGE). For small RNA sequencing, we obtained 13 367 770 and 13 132 655 clean tags from the maze and control groups, respectively. A total of 40 differentially expressed known miRNAs were detected between these two samples, and all of them were up-regulated in the maze group compared to the control group. For DGE, 5 681 320 and 5 939 855 clean tags were detected from the maze and control groups, respectively. There were a total of 388 differentially expressed genes between these two samples, with 45 genes up-regulated and 343 genes down-regulated in the maze group, compared to the control group. Additionally, the expression levels of 10 differentially expressed genes were confirmed by quantitative reverse transcription polymerase chain reaction (qRT-PCR) and the expression trends of eight of them were consistent with the DGE result, although the degree of change was lower in amplitude. The integrative analysis of miRNA and mRNA expression showed that, among the 40 differentially expressed known miRNAs and 388 differentially expressed genes, 60 pairs of miRNA/mRNA were identified as co-expressed in our present study. These results suggest that both miRNA and mRNA may play a pivotal role in the process of learning and memory in honeybees. Our sequencing data provide comprehensive miRNA and gene expression information for maze-based visual learning, which will facilitate understanding of the molecular mechanisms of honeybee learning and memory.

摘要

蜜蜂(西方蜜蜂)是一种具有强大感官能力和多样行为模式的社会性昆虫,被公认为是研究学习与记忆神经生物学基础的良好模式生物。在本研究中,我们使用下一代小RNA测序和Solexa/Illumina数字基因表达标签分析(DGE),分析了基于迷宫的视觉学习后微小RNA(miRNA)和信使RNA(mRNA)的变化。对于小RNA测序,我们分别从迷宫组和对照组获得了13367770和13132655个干净标签。在这两个样本之间共检测到40个差异表达的已知miRNA,与对照组相比,它们在迷宫组中均上调。对于DGE,分别从迷宫组和对照组检测到5681320和5939855个干净标签。这两个样本之间共有388个差异表达基因,与对照组相比,迷宫组中有45个基因上调,343个基因下调。此外,通过定量逆转录聚合酶链反应(qRT-PCR)证实了10个差异表达基因的表达水平,其中8个基因的表达趋势与DGE结果一致,尽管变化幅度较小。miRNA和mRNA表达的综合分析表明,在40个差异表达的已知miRNA和388个差异表达基因中,本研究鉴定出60对miRNA/mRNA共表达。这些结果表明,miRNA和mRNA可能在蜜蜂学习和记忆过程中都发挥着关键作用。我们的测序数据为基于迷宫的视觉学习提供了全面的miRNA和基因表达信息,这将有助于理解蜜蜂学习和记忆的分子机制。

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