DKK3表达与头颈部鳞状细胞癌预后不良相关:基于TCGA数据库的生物信息学研究

IF 2.6 Q1 DENTISTRY, ORAL SURGERY & MEDICINE
Naoki Katase , Shin-ichiro Nishimatsu , Akira Yamauchi , Shinji Okano , Shuichi Fujita
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引用次数: 0

摘要

目的:我们之前报道dickkopf WNT信号通路抑制剂3 (DKK3)表达与头颈部鳞状细胞癌(HNSCC)预后不良相关。本研究利用癌症基因组图谱(TCGA)公共数据库和生物信息学分析来研究DKK3的表达。方法:利用RNA序列数据,根据DKK3中位表达水平将肿瘤样本分为“DKK3高”组和“DKK3低”组。探讨DKK3表达与临床数据的相关性。用DESEq2检测差异表达基因(DEGs),用ShinyGO 0.77分析差异表达基因(DEGs)。使用GSEA软件进行基因集富集分析(GSEA)。用TargetMine软件分析这些基因,建立蛋白-蛋白相互作用(PPI)网络。结果:肿瘤样本中DKK3表达显著升高,且DKK3高表达与总生存期缩短显著相关。共鉴定出854个基因,其中284个基因上调,570个基因下调。功能富集分析揭示了几个与细胞外基质重塑相关的基因本体(GO)术语和京都基因与基因组百科全书(KEGG)途径。PPI网络鉴定出COL8A1、AGTR1、FN1、P4HA3、PDGFRB和CEP126为关键基因。结论:这些结果提示DKK3具有促癌能力,其表达是HNSCC有希望的预后标志物和治疗靶点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
DKK3 expression is correlated with poorer prognosis in head and neck squamous cell carcinoma: A bioinformatics study based on the TCGA database

Objective

We previously reported that dickkopf WNT signaling pathway inhibitor 3 (DKK3) expression is correlated with poorer prognosis in head and neck squamous cell carcinoma (HNSCC). Here we investigated DKK3 expression by using The Cancer Genome Atlas (TCGA) public database and bioinformatic analyses.

Methods

We used the RNA sequence data and divided the tumor samples into “DKK3-high” and “DKK3-low” groups according to median DKK3 expression. The correlations between DKK3 expression and the clinical data were investigated. Differentially expressed genes (DEGs) were detected using DESEq2 and analyzed by ShinyGO 0.77. A gene set enrichment analysis (GSEA) was also performed using GSEA software. The DEGs were also analyzed with TargetMine to establish the protein–protein interaction (PPI) network.

Results

DKK3 expression was significantly increased in cancer samples, and a high DKK3 expression was significantly associated with shorter overall survival. We identified 854 DEGs, including 284 up-regulated and 570 down-regulated. Functional enrichment analyses revealed several Gene Ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways associated with extracellular matrix remodeling. The PPI network identified COL8A1, AGTR1, FN1, P4HA3, PDGFRB, and CEP126 as the key genes.

Conclusions

These results suggested the cancer-promoting ability of DKK3, the expression of which is a promising prognostic marker and therapeutic target for HNSCC.

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来源期刊
Journal of Oral Biosciences
Journal of Oral Biosciences DENTISTRY, ORAL SURGERY & MEDICINE-
CiteScore
4.40
自引率
12.50%
发文量
57
审稿时长
37 days
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