基础医学与临床 ›› 2020, Vol. 40 ›› Issue (1): 16-23.

• 研究论文 • 上一篇    下一篇

基于RNA-seq的db/db小鼠大脑皮质的转录组学分析

郭宝璐, 白涛, 郭杰, 刘萌萌, 杨彩红, 章毅, 范彦英*   

  1. 山西医科大学 基础医学院 药理教研室, 山西 太原 030001
  • 收稿日期:2019-02-26 修回日期:2019-06-03 出版日期:2020-01-05 发布日期:2019-12-27
  • 通讯作者: *fyanying6@hotmail.com
  • 基金资助:
    国家自然科学基金(81872854);2018年山西省高等学校科技创新项目(STIP);山西省重点学科建设经费(FSKSC);山西省‘1331工程’重点学科建设计划经费(1331KSC)

RNA-seq analysis of the transcriptome of the cerebral cortex in the db/db mice

GUO Bao-lu, BAI Tao, GUO Jie, LIU Meng-meng, YANG Cai-hong, ZHANG Yi, FAN Yan-ying*   

  1. Department of Pharmacology, School of Basic Medical Sciences, Shanxi Medical University,Taiyuan 030001, China
  • Received:2019-02-26 Revised:2019-06-03 Online:2020-01-05 Published:2019-12-27
  • Contact: *fyanying6@hotmail.com

摘要: 目的 通过对db/db和野生型(WT)小鼠大脑皮质组织全转录组学分析,探索参与调节2型糖尿病诱导的脑功能障碍的差异表达基因(DEGs)及相关通路和网络。方法 取雄性野生型WT和db/db小鼠各9只,在第8和24周检测小鼠的体质量和血糖,之后收集动物大脑皮质进行全转录组测序(RNA-seq),并进行DEGs,GO、KEGG及蛋白互作网络分析。结果 与WT组相比,db/db组大脑皮质发生变化的306个转录本中有178个表达上调,128个表达下调。 DEGs中,43个上调(如Clcnka和Trim17),59个下调(如Arih1和Nectin-3)。蛋白互作网络图中的13个枢纽基因均下调,且大多属于线粒体编码家族。同时,db/db小鼠在多项GO富集类别中具有显著差异,如细胞过程、细胞部分等。此外,KEGG功能富集结果显示DEGs在代谢、帕金森病(PD)、阿尔茨海默病(AD)等相关通路中高度富集,且这些富集通路中的DEGs主要影响了线粒体氧化磷酸化过程。结论 揭示了2型糖尿病与中枢神经系统损伤之间的关系及潜在的相关基因、通路及网络。

关键词: 转录组测序, 2型糖尿病, 大脑皮质, 脑功能障碍

Abstract: Objective To investigate the dysregulated genes, pathways and networks involved in type 2 diabetes-derived brain dysfunctions via performing whole transcriptome sequencing on the cerebral cortex of db/db and wild-type (WT) mice. Methods Male db/db and WT mice were divided into two groups (n=9). The body weight and blood glucose were measured at week 8 and 24. The 24-week-old animals were sacrificed for cerebral cortex collection. RNA-sequencing and analysis of differentially expressed genes (DEGs), GO functional enrichment, KEGG pathway enrichment and PPI network were performed. Results A total of 306 differential transcripts, including 178 up-regulated and 128 down-regulated ones were identified in the db/db mice as compared to WT ones. Among all differentially expressed genes, 43 genes (such as Clcnka and Trim17) were found to be up-regulated and 59 genes (such as Arih1 and Nectin-3) were down-regulated. The protein-protein interaction network was constructed with thirteen nodes as hub genes. All the nodes were down-regulated genes and majorly belonged to mitochondrially encoded families. The GO functional enrichment showed changes in various categories as compared to WT. KEGG enrichment analysis revealed that target genes were mainly enriched in metabolic pathways, Parkinson's disease, Alzheimer's disease, and the involved DEGs mainly regulate oxidative phosphorylation process. Conclusions The relationship between type 2 diabetes and central nervous system impairments, and the potentially related genes, pathways and networks are identified.

Key words: transcriptome sequencing, type 2 diabetes, cortex, brain dysfunction

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