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基于RNA测序的尼古丁影响下大鼠前额叶皮质的基因表达分析

张莉华1,李明定2,王举1   

  1. 1. 天津医科大学生物医学工程学院
    2. 弗吉尼亚大学医学院
  • 收稿日期:2013-09-03 修回日期:2013-09-24 出版日期:2014-01-15 发布日期:2014-01-15
  • 通讯作者: 王举

Analyzing Gene Expression in Prefrontal Cortex of Rat Treated by Nicotine via RNA Sequencing

  • Received:2013-09-03 Revised:2013-09-24 Published:2014-01-15 Online:2014-01-15
  • Contact: Ju Wang

摘要: 目的 研究尼古丁处理对大鼠前额叶皮质 (PFC) 中基因表达的影响。方法 24只F344大鼠随机分为实验组和对照组, 每组12只, 分别注射尼古丁水溶液或生理盐水17 d。药物处理结束后, 从每只大鼠大脑采集PFC组织。然后采用RNA测序 (RNA-Seq) 技术对24只大鼠大脑PFC区域的mRNA进行测序, 测出的读段利用Bowtie、Tophat及Cufflinks等生物信息学工具比对到参考基因组上并测量转录子表达水平。随后采用统计学方法确定表达水平在实验组和对照组发生显著变化的基因, 并进一步分析了这些基因的功能类别及与其相关的生化通路。结果 通过分析每个转录子在处理组和对照组的表达水平, 确定了在尼古丁影响下的表达水平发生显著变化的基因885个。在这些基因中, 与多个Gene Ontology生物学过程如G蛋白偶联受体信号通路、 蛋白质泛素化和神经递质吸收等, 以及生化通路如胰岛素信号、 阿尔茨海默病和长时程增强等相关的基因均显著富集。结论 尼古丁处理可能调节大脑PFC区域神经信号传导和能量代谢等生物学过程。

关键词: RNA测序, 尼古丁成瘾, 前额叶皮质, 基因表达

Abstract: Objective To investigate the effect of nicotine on the gene expression profile in prefrontal cortex (PFC) region of rat. Methods Twenty-four adult (8-weeks old) male F344 rats were randomly divided into treatment group and control group, with 12 animals in each group. Animals in treatment group were injected with nicotine solution while those in control group were given physiological saline for 17 days. At the end of drug administration, the tissue of PFC region was sliced from the brain of each animal. RNA sequencing was utilized to analyze the gene expression profile in PFC of each animal. Bioinformatics tools including Bowtie, Tophat and Cufflinks were used to map the sequencing reads to the reference genome of rat and to measure the relative expression level of each transcript. Genes whose expression levels were significantly different between the two groups were identified; the functional categories, as well as the biochemical pathways, associated with these genes were further analyzed. Results By comparing the expression level of each transcript between the nicotine treatment group and the control group, 885 significantly differentially expressed genes were identified. These genes were enriched in multiple Gene Ontology Biological Process categories (e.g., G protein coupled receptor protein signaling pathway, protein ubiquitination, and neurotransmitter uptake) and biological pathways (e.g., insulin signaling pathway, Alzheimer's disease, and long term potentiation). Conclusion Nicotine treatment may regulate biological processes like signaling transduction and energy metabolism in PFC of rat brain.

Key words: RNA sequencing, Nicotine addiction, Prefrontal cortex, Gene expression