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与鼻咽癌进展相关的lncRNA和mRNA共表达网络的构建。

Construction of lncRNA and mRNA co-expression network associated with nasopharyngeal carcinoma progression.

作者信息

Lu Xu, Chen Xing, Wang Xinke, Qing Jing, Li Ji, Pan Yunyun

机构信息

Ningbo First Hospital, Ningbo, China.

Ninghai County Third Hospital, Ningbo, China.

出版信息

Front Oncol. 2022 Jul 26;12:965088. doi: 10.3389/fonc.2022.965088. eCollection 2022.

Abstract

Nasopharyngeal carcinoma is a type of head and neck cancer with a high incidence in men. In the past decades, the survival rate of NPC has remained around 70%, but it often leads to treatment failure due to its distant metastasis or recurrence. The lncRNA-mRNA regulatory network has not been fully elucidated. We downloaded the NPC-related gene expression datasets GSE53819 and GSE12452 from the Gene Expression Omnibus database; GSE53819 included 18 NPC tissues and 18 normal tissues, and GSE12452 included 31 NPC tissues and 10 normal tissues. Weighted gene co-expression network analysis was performed on mRNA and lncRNA to screen out modules that were highly correlated with tumor progression. The two datasets were subjected to differential analysis after removing batch effects, and then Venn diagrams were used to screen for overlapping genes in the module genes and differential genes. The lncRNA-mRNA co-expression network was then constructed, and key mRNAs were identified by MCODE analysis and expression analysis. GSEA analysis and qRT-PCR were performed on key mRNAs. Through a series of analyses, we speculated that BTK, CD72, PTPN6, and VAV1 may be independent predictors of the prognosis of NPC patients.Taken together, our study provides potential candidate biomarkers for NPC diagnosis, prognosis, or precise treatment.

摘要

鼻咽癌是一种男性发病率较高的头颈癌。在过去几十年中,鼻咽癌的生存率一直保持在70%左右,但由于其远处转移或复发,常常导致治疗失败。长链非编码RNA-信使核糖核酸调控网络尚未完全阐明。我们从基因表达综合数据库下载了与鼻咽癌相关的基因表达数据集GSE53819和GSE12452;GSE53819包含18个鼻咽癌组织和18个正常组织,GSE12452包含31个鼻咽癌组织和10个正常组织。对信使核糖核酸和长链非编码RNA进行加权基因共表达网络分析,以筛选出与肿瘤进展高度相关的模块。去除批次效应后,对这两个数据集进行差异分析,然后使用维恩图筛选模块基因和差异基因中的重叠基因。随后构建长链非编码RNA-信使核糖核酸共表达网络,并通过MCODE分析和表达分析鉴定关键信使核糖核酸。对关键信使核糖核酸进行基因集富集分析和定量逆转录聚合酶链反应。通过一系列分析,我们推测布鲁顿酪氨酸激酶、CD72、蛋白酪氨酸磷酸酶非受体型6和VAV1可能是鼻咽癌患者预后的独立预测指标。综上所述,我们的研究为鼻咽癌的诊断、预后或精准治疗提供了潜在的候选生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ab3/9360529/fba3bf195b6c/fonc-12-965088-g001.jpg

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