首页|基于生物信息学探讨布鲁氏菌性脊柱炎的免疫相关机制及潜在基因靶点

基于生物信息学探讨布鲁氏菌性脊柱炎的免疫相关机制及潜在基因靶点

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目的 通过生物信息学分析寻找布鲁氏杆菌性脊柱炎(BS)患者椎间组织中差异表达基因(DEGs)和关键信号通路,为深入了解BS的免疫相关机制及寻找新的治疗靶点提供理论依据.方法 收集4例BS患者和3例腰椎间盘突出(LDH)患者术中的椎间组织完成转录组测序.通过生物信息学分析找到BS患者和LDH患者椎间组织的DEGs,使用Enirchr在线富集工具对筛查到差异表达的免疫基因进行基因本体论(GO)功能富集分析、京都基因与基因组百科全书(KEGG)通路富集分析,用Cytoscape软件构建蛋白质-蛋白质相互作用(PPI)网络,并筛选识别关键基因.收集14例BS患者(BS组)和10例LDH疾病患者(Control组)的椎间组织进行qRT-PCR验证生物信息学分析结果,同时收集患者外周血,使用流式细胞术检测两组患者外周血中M2型巨噬细胞及Th2细胞的比例.结果 BS患者病灶处椎间组织中M2型巨噬细胞与Th2细胞比例均较LDH患者升高(P<0.05).筛选出的DEGs共1 651个,上调基因1 294个,下调基因357个.对1 651个DEGs进行GO功能富集分析,其生物学过程主要集中于抗原处理和呈递、免疫反应、免疫系统过程等;细胞组分主要富集在MHC蛋白复合体、MHC Ⅱ类蛋白复合物、细胞膜的重要组成部分中,分子功能主要与磷酸酶活性、多糖结合、离子通道活性有关.KEGG通路富集分析显示,PI3K-Akt信号通路、钙信号通路和MAPK信号通路等与BS发展密切相关.通过PPI网络分析筛选出前20的关键基因与PI3K-Akt信号通路的基因取交集后获得3个关键基因,分别为:FN1、EGFR、EGF.qRT-PCR结果显示,BS组患者病灶处椎间组织FN1、EGFR、EGF的mR-NA表达均高于Control组(P<0.000 1).结论 FN1、EGFR、EGF可能是预测BS的生物学标志物及潜在治疗新靶点,本研究有助于加强对BS相关免疫调节机制的了解.
To explore immune-related mechanisms and potential gene targets of brucellosis spondylitis(BS)based on bioinformatics
Objective To search for differentially expressed genes(DEGs)and key signaling pathways in intervertebral tissues of the patients with brucellosis spondylitis(BS)through bioinformation analysis,so as to provide theoretical basis for in-depth understanding of immune-related mechanisms of BS and search for new therapeutic targets.Methods Intervertebral tissues of 4 patients with BS and 3 patients with lum-bar disc herniation(LDH)were collected for transcriptome sequencing.Bioinformatics analysis was used to find DEGs in the interbody tissues of BS patients and LDH patients.The Enirchr online enrichment tool was used to conduct gene ontological(GO)functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis for the screened differentially expressed im-mune genes.Protein-protein interaction(PPI)networks with Cytoscape software and screen was construc-ted to identify key genes.Intervertebral tissues of 14 patients with BS(BS group)and 10 patients with LDH disease(control group)were collected for qRT-PCR to verify the biological information analysis re-sults.Meanwhile,peripheral blood of the patients was collected,and the proportion of M2 macrophages and Th2 cells in peripheral blood of the patients in the 2 groups was detected by flow cytometry.Results The proportion of M2-type macrophages and Th2 cells in the intervertebral tissue of BS patients was higher than that of LDH patients(P<0.05).A total of 1 651 DEGs were screened,with 1 294 up-regulated genes and 357 down-regulated genes.The biological processes of 1 651 DEGs were mainly concentrated in antigen processing and presentation,immune response,immune system process,etc.The cellular compo-nents were mainly concentrated in MHC protein complex,MHC Class Ⅱ protein complex and important components of cell membrane and the molecular functions were mainly related to phosphatase activity,polysaccharide binding and ion channel activity.The enrichment analysis of KEGG pathway showed that the PI3K-Akt signaling pathway,calcium signaling pathway and MAPK signaling pathway were closely re-lated to the development of BS.Through PPI network analysis,the top 20 key genes were selected and in-tersected with the genes of the PI3K-Akt signaling pathway to obtain 3 key genes,namely FN1,EGFR and EGF.qRT-PCR results showed that the mRNA expressions of FN1,EGFR and EGF were higher than those of control group(P<0.000 1).Conclusion FN1,EGFR and EGF may be biomarkers and potential therapeutic targets for BS,and this study is helpful to strengthen the understanding of the immunomodu-latory mechanism related to BS.

brucellosis spondylitis(BS)differentially expressed genePI3K-Akt signaling pathwaybioinformatics

韩念荣、黄异飞、艾克热木·吾斯曼、刘岩路、胡炜

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新疆医科大学附属中医医院,乌鲁木齐 830000

布鲁氏菌性脊柱炎 差异表达基因 PI3K-Akt信号通路 生物信息学

新疆维吾尔自治区自然科学基金-青年科学基金项目

2022D01C815

2024

新疆医科大学学报
新疆医科大学

新疆医科大学学报

CSTPCD
影响因子:0.76
ISSN:1009-5551
年,卷(期):2024.47(7)