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一种用于预测口腔白斑向口腔鳞状细胞癌转变的三联体微小RNA特征。

A three miRNAs signature for predicting the transformation of oral leukoplakia to oral squamous cell carcinoma.

作者信息

Chen Huan, Liu Xiangzhen, Jin Zhenning, Gou Chenyu, Liang Minglu, Cui Li, Zhao Xinyuan

机构信息

Shenzhen Stomatological Hospital, Southern Medical University Shenzhen 518000, China.

Department of Oral and Maxillofacial Surgery, First Affiliated Hospital, Sun Yat-sen University Guangzhou 510080, China.

出版信息

Am J Cancer Res. 2018 Aug 1;8(8):1403-1413. eCollection 2018.

Abstract

Oral squamous cell carcinoma (OSCC) remains to be a global health problem. However, the underlying molecular mechanisms regulating the oral leukoplakia (OLK) to OSCC remain poorly known. MicroRNAs (miRNAs) expression profiles of GSE33299 and GSE62809 were downloaded from gene expression omnibus (GEO) respectively. R software and bioconductor packages were used to compare and identify the differentially expressed miRNAs between OLK tissues and OLK transformed OSCC (OLK-OSCC). The target genes of commonly changed miRNAs were then subjected to gene ontology (GO) enrichment analysis, pathway analysis and miRNA-target genes network analysis. The prediction power of commonly changed miRNAs was further tested in an independent cohort. In total, 161 (88 upregulated and 73 downregulated) and 68 (19 upregulated and 49 downregulated) markedly altered miRNAs were identified from GSE33299 and GSE62809 respectively. The downstream targets of these differentially expression miRNAs in the two cohorts shared many top enriched GO and KEGG pathways. A set of three miRNAs signature including miR-129-5p, miR-296-5p and miR-450b-5p was commonly changed in both GSE33299 and GSE62809. Functional analysis revealed that the downstream target genes of the miRNA signature were associates with transcriptional regulation, estrogen signaling pathway, p53 signaling pathway and RIG-I-like receptor signaling pathway. This three-gene signature was further successfully validated in another independent cohort. The expression levels of miR-129-5p and miR-296-5p were significantly downregulated in OLK-OSCC tissues compared to OLK tissues, while miR-450b-5p levels were higher in OLK-OSCC tissues. In addition, this three miRNAs signature could discriminate OLK from OLK-OSCC with high accuracy. In conclusion, our study has identified a three miRNAs signature that might help predict the transformation of OLK to OSCC. Which will provide useful guidance for therapeutic applications.

摘要

口腔鳞状细胞癌(OSCC)仍是一个全球性的健康问题。然而,调控口腔白斑(OLK)向OSCC转变的潜在分子机制仍鲜为人知。分别从基因表达综合数据库(GEO)下载了GSE33299和GSE62809的微小RNA(miRNA)表达谱。使用R软件和生物导体软件包比较并鉴定OLK组织与OLK转化的OSCC(OLK-OSCC)之间差异表达的miRNA。然后对常见变化的miRNA的靶基因进行基因本体(GO)富集分析、通路分析和miRNA-靶基因网络分析。在一个独立队列中进一步测试常见变化的miRNA的预测能力。分别从GSE33299和GSE62809中鉴定出161个(88个上调和73个下调)和68个(19个上调和49个下调)显著改变的miRNA。这两个队列中这些差异表达miRNA的下游靶标共享许多高度富集的GO和KEGG通路。在GSE33299和GSE62809中,一组包含miR-129-5p、miR-296-5p和miR-450b-5p的三个miRNA特征共同发生变化。功能分析表明,该miRNA特征的下游靶基因与转录调控、雌激素信号通路、p53信号通路和RIG-I样受体信号通路相关。这三个基因特征在另一个独立队列中进一步成功得到验证。与OLK组织相比,OLK-OSCC组织中miR-129-5p和miR-296-5p的表达水平显著下调,而OLK-OSCC组织中miR-450b-5p的水平较高。此外,这三个miRNA特征能够高精度地区分OLK和OLK-OSCC。总之,我们的研究鉴定出一个可能有助于预测OLK向OSCC转变的三个miRNA特征。这将为治疗应用提供有用的指导。

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