小细胞肺癌,生物信息学,竞争性内源RNA,长链非编码RNA ," /> 小细胞肺癌,生物信息学,竞争性内源RNA,长链非编码RNA ,"/> 基于GEO数据库的小细胞肺癌lncRNA-miRNA-mRNA网络的构建与潜在的诊治靶点分析

临床肿瘤学杂志 ›› 2023, Vol. 28 ›› Issue (02): 97-104.

• •    

基于GEO数据库的小细胞肺癌lncRNA-miRNA-mRNA网络的构建与潜在的诊治靶点分析

  

  1. 210002  南京   解放军东部战区总医院检验医学研究所基础医学实验室

  • 收稿日期:2022-07-10 修回日期:2023-01-07 出版日期:2023-02-28 发布日期:2023-04-04
  • 基金资助:

    *基金项目:国家自然科学基金资助项目 (82002233)

Construction of lncRNA-miRNA-mRNA network and analysis of potential diagnosis and treatment targets in small cell lung cancer based on GEO database

  1.  Basic Medical Laboratory, Institute of Clinical Laboratory, Jinling hospital,  Nanjing 210002, China
  • Received:2022-07-10 Revised:2023-01-07 Online:2023-02-28 Published:2023-04-04

摘要:

【摘要】目的筛选参与小细胞肺癌(SCLC)发生发展的ncRNAs,预测其诊治的潜在靶点。方法对人类肿瘤相关基因表达汇编(Gene Expression Omnibus,GEO)数据库中获得的表达谱芯片数据进行差异基因分析,构建了ceRNA网络,并进行功能富集分析、PPI网络构建。收集7例手术治疗的小细胞肺癌患者,采用实时定量PCR(qPCR)对部分差异基因(lncRNA、mRNA和miRNA)进行临床样本验证。结果共有99个lncRNA、46个miRNA和73个mRNA分子参与调控网络的构建。GO和KEGG分析表明失调的mRNA主要参与小细胞肺癌的细胞癌变、增殖以及转移。PPI网络分析提示46个基因被认为是中心基因。qPCR结果显示,与癌旁组织比较,小细胞肺癌组织中lnc-ENST00000430027.3呈相对高表达(P<0.001),hsa-miR-143-5p呈相对低表达(P<0.01),FANCA呈相对高表达(P<0.01)。结论构建“lncRNA-miRNA-mRNA”的ceRNA调控网络,可为小细胞肺癌诊治提供新的依据和靶点,为小细胞肺癌诊断和治疗的分子生物学研究提供新的依据。

关键词: 小细胞肺癌')">

小细胞肺癌, 生物信息学, 竞争性内源RNA, 长链非编码RNA

Abstract:

【Abstract】Objective  To screen ncRNAs involved in the development of small cell lung cancer(SCLC) and predicted potential targets for its diagnosis and treatment. Methods Differential gene analysis was performed on the expression profile microarray data obtained from Gene Expression Omnibus (GEO), ceRNA network was constructed, and functional enrichment analysis and PPI network construction were performed. A total of 7 patients with surgically treated small cell lung cancer were collected, and some differential genes (lncRNA, mRNA and miRNA) were validated in clinical samples using qPCR. Results A total of 99 lncRNAs, 46 miRNAs and 73 mRNA molecules were involved in the construction of the regulatory network. GO and KEGG analyses indicated that the dysregulated mRNAs were mainly involved in cellular cancerization, proliferation and metastasis in small cell lung cancer. According to the PPI network analysis, 46 genes were considered hub genes. qPCR Results  showed that compared to adjacent normal tissues, lnc-ENST00000430027.3 showed relatively high expression (P<0.001), hsa-miR-143-5p showed relatively low expression (P<0.01) and FANCA showed relatively high expression (P<0.01) in small cell lung cancer tissues. Conclusion Combined with the validation of clinical specimens for some genes, it provides a new basis for the molecular biology study of small cell lung cancer diagnosis and treatment.

Key words: Small cell lung cancer(SCLC), Bioinformatics analysis, ceRNA, lncRNA

中图分类号: 

  • R734.2
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