吉林大学学报(医学版) ›› 2025, Vol. 51 ›› Issue (4): 1007-1018.doi: 10.13481/j.1671-587X.20250417

• 基础研究 •    

基于转录组测序的蓖麻毒素诱导巨噬细胞焦亡中氧化应激相关基因及环状RNA表达谱分析

卢楠1,董明鑫2,于磊1,孙成彪2,王燕3,许娜1,4,刘文森1,2(),葛淑敏1()   

  1. 1.长春理工大学生命科学技术学院生物检测与材料团队实验室,吉林 长春 130012
    2.中国农业科学院长春兽医研究所病原微生物生物安全全国重点实验室 吉林省人兽共患病预防控制重点实验室,吉林 长春 130122
    3.吉林大学公共卫生学院流行病与卫生统计学教研室,吉林 长春 130021
    4.吉林医药学院,吉林 吉林 132000
  • 收稿日期:2024-08-19 接受日期:2024-10-24 出版日期:2025-07-28 发布日期:2025-08-25
  • 通讯作者: 刘文森,葛淑敏 E-mail:liuws85952@163.com;geshumin2013@163.com
  • 作者简介:卢 楠(2000-),男,浙江省绍兴市人,在读硕士研究生,主要从事生物毒素机制方面的研究。
  • 基金资助:
    吉林省科技厅科技发展计划项目(20240303082NC)

Transcriptome sequencing-based expression profiling of oxidative stress-related genes and circRNAs in ricin toxin-induced macrophage pyroptosis

Nan LU1,Mingxin DONG2,Lei YU1,Chengbiao SUN2,Yan WANG3,Na XU1,4,Wensen LIU1,2(),Shumin GE1()   

  1. 1.Laboratory of Biological Testing and Materials Team,School of Life Science and Technology,Changchun University of Science and Technology,Changchun 130012,China
    2.National Key Laboratory of Pathogenic Microorganism Biosafety,Jilin Key Laboratory of Prevention and Control of Veterinary and Human Diseases,Changchun Institute of Veterinary Medicine,Chinese Academy of Agricultural Sciences,Changchun 130122,China
    3.Department of Epidemiology and Biostatistics,School of Public Health,Jilin University,Changchun Jilin,130021
    4.Jilin Medical College,Jilin 132000,China
  • Received:2024-08-19 Accepted:2024-10-24 Online:2025-07-28 Published:2025-08-25
  • Contact: Wensen LIU,Shumin GE E-mail:liuws85952@163.com;geshumin2013@163.com

摘要:

目的 利用转录组测序及生物信息学技术,分析鉴定蓖麻毒素(RT)诱导小鼠单核巨噬细胞(RAW264.7)焦亡中与氧化应激相关的基因和环状RNA(circRNA)表达谱,并初步分析其潜在功能。 方法 使用RT处理单核巨噬细胞(RAW264.7细胞)构建细胞焦亡模型,分为对照组、40 μg·L-1 RT组和80 μg·L-1 RT组。采用透射电镜观察各组RAW264.7细胞形态表现,Western blotting法检测各组细胞中细胞焦亡通路中蛋白表达水平,选择80 μg·L-1 RT进行后续实验,利用转录组测序技术(RNA-Seq)获得对照组和RT组RAW264.7细胞中circRNA表达谱及mRNA表达谱,并进行生物信息学分析。 结果 与对照组比较,40和80 μg·L-1 RT组细胞均发生形态改变,细胞呈现出明显焦亡样形态改变,表现为濒死细胞出现明显肿胀,质膜上出现特征性的大气泡。与对照组比较,40和80 μg·L-1 RT组中消皮素D N端结构域(GSDMD-N)蛋白表达水平升高(P<0.05),与40 μg·L-1 RT组比较,80 μg·L-1 RT组细胞中GSDMD-N蛋白表达水平升高(P<0.05),故后续实验RT浓度选取80 μg·L-1。共鉴定出差异表达信使RNA(mRNA)2 930个,差异表达circRNA 24个。构建的circRNA-微小RNA(miRNA)- mRNA竞争性内源RNA(ceRNA)调控网络由7个circRNAs、12个miRNA和13个mRNA组成。基因本体论(GO)功能富集分析,在生物过程(BP)中差异表达基因所调节的功能主要有免疫反应和氧化应激反应等;在细胞组分(CC)中差异表达基因主要定位于质膜外侧和细胞前缘;在分子功能(MF)中主要参与转运体跨膜活性和激素受体结合等。京都基因与基因组百科全书(KEGG)信号通路富集分析,差异表达基因主要富集于Toll样受体信号通路、叉头框蛋白O(FoxO)信号通路和核因子κB(NF-κB)信号通路。蛋白-蛋白相互作用(PPI)网络,通过CytoHubba筛选出基质金属蛋白酶9(MMP9)、超氧化物歧化酶2(SOD2)和鸡肉瘤病毒基因(Src)等前10位连接度最高的Hub基因。 结论 RT处理后RAW264.7细胞中氧化应激相关基因和circRNA表达谱发生变化,筛选得到的差异表达circRNA和mRNA可能作为潜在靶点通过氧化应激途径调控RT诱导的RAW264.7细胞焦亡。

关键词: 蓖麻毒素, 细胞焦亡, 氧化应激, 环状RNA, 竞争性内源RNA

Abstract:

Objective To analyze and identify the expression profiles of oxidative stress-related genes and circular RNAs (circRNAs) in ricin toxin (RT)-induced pyroptosis of mouse mononuclear macrophages (RAW264.7) using transcriptome sequencing and bioinformatics technology, and to preliminarily analyze their potential functions. Methods The macrophages (RAW264.7 cells) were treated with RT to establish a cell pyroptosis model and divided into control group, 40 μg·L-1 RT group, and 80 ng/mL RT group. Transmission electron microscope (TEM) was used to observe the morphology of the RAW264.7 cells in various groups; Western blotting method was used to detect the expression levels of the pyroptosis pathway-related proteins in the cells in various groups; 80 μg·L-1 RT was selected for subsequent experiments. Transcriptome sequencing (RNA-Seq) was performed to obtain the circRNA and mRNA expression profiles in the RAW264.7 cells in control group and RT-treated group, followed by bioinformatics analysis. Results Compared with control group, the cells in 40 and 80 μg·L-1 RT groups underwent morphological changes; the cells in RT groups showed obvious pyroptosis-like morphological changes, characterized by significant swelling of dying cells and the appearance of characteristic large bubbles on the plasma membrane. Compared with control group, the expression level of gasdermin DN-terminal fragment (GSDMD-N) protein in 40 and 80 μg·L-1 RT groups was increased (P<0.05); compared with 40 μg·L-1 RT group, the expression level of GSDMD-N protein in the cells in 80 μg·L-1 RT group was increased (P<0.05); therefore, the subsequent experiments used the RT concentration of 80 μg·L-1. A total of 2930 differentially expressed messenger RNAs (mRNAs) and 24 differentially expressed circRNAs were identified. The constructed circRNA-microRNA (miRNA)-mRNA competing endogenous RNA (ceRNA) regulatory network consisted of 7 circRNAs, 12 miRNAs and 13 mRNAs. Gene Ontology (GO) functional enrichment analysis showed that in biological process (BP), the functions regulated by differentially expressed genes mainly included immune response and oxidative stress response; in cellular component (CC), differentially expressed genes were mainly localized to the external side of plasma membrane and cell leading edge; in molecular function (MF), they were mainly involved in transporter transmembrane activity and hormone receptor binding. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis showed that differentially expressed genes were mainly enriched in Toll-like receptor signaling pathway, Forkhead box O(FoxO) signaling pathway and nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB) signaling pathway. In the protein-protein interaction (PPI) network, the top 10 hub genes with the highest connectivity were screened by CytoHubba, including matrix metalloproteinase 9 (MMP9), superoxide dismutase 2 (SOD2), and v-src sarcoma viral oncogene homolog (Src). Conclusion The expression profiles of oxidative stress-related genes and circRNAs in RAW264.7 cells are altered after RT treatment. The screened differentially expressed circRNAs and mRNAs may serve as potential targets to regulate RT-induced pyroptosis in RAW264.7 cells through oxidative stress pathways.

Key words: Ricin toxin, Pyroptosis, Oxidative stress, Circular RNA, Competing endogenous RNA

中图分类号: 

  • R392.1