Identification of Differentially Expressed Genes Induced by Aberrant Methylation in Oral Squamous Cell Carcinomas Using Integrated Bioinformatic Analysis

被引:28
|
作者
Zhang, Xiaoqi [1 ]
Feng, Hao [1 ]
Li, Dongfang [1 ]
Liu, Shanshan [1 ]
Amizuka, Norio [2 ]
Li, Minqi [1 ]
机构
[1] Shandong Univ, Sch Stomatol, Dept Bone Metab, Shandong Prov Key Lab Oral Tissue Regenerat, Jinan 250012, Shandong, Peoples R China
[2] Hokkaido Univ, Grad Sch Dent Med, Dept Dev Biol Hard Tissue, Sapporo, Hokkaido 0608586, Japan
来源
关键词
oral; squamous cell carcinoma; bioinformatics; methylation; differentially expressed genes; POOR-PROGNOSIS; COLORECTAL-CANCER; BREAST-CANCER; NECK-CANCER; IN-VIVO; HEAD; INVASION; PATHWAY; ABL2; GPX3;
D O I
10.3390/ijms19061698
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Oral squamous cell carcinoma (OSCC) is a malignant disease. Methylation plays a key role in the etiology and pathogenesis of OSCC. The goal of this study was to identify aberrantly methylated differentially expressed genes (DEGs) in OSCCs, and to explore the underlying mechanisms of tumorigenesis by using integrated bioinformatic analysis. Gene expression profiles (GSE30784 and GSE38532) were analyzed using the R software to obtain aberrantly methylated DEGs. Functional enrichment analysis of screened genes was performed using the DAVID software. Protein-protein interaction (PPI) networks were constructed using the STRING database. The cBioPortal software was used to exhibit the alterations of genes. Lastly, we validated the results with the Cancer Genome Atlas (TCGA) data. Twenty-eight upregulated hypomethylated genes and 24 downregulated hypermethylated genes were identified. These genes were enriched in the biological process of regulation in immune response, and were mainly involved in the PI3K-AKT and EMT pathways. Additionally, three upregulated hypomethylated oncogenes and four downregulated hypermethylated tumor suppressor genes (TSGs) were identified. In conclusion, our study indicated possible aberrantly methylated DEGs and pathways in OSCCs, which could improve the understanding of the underlying molecular mechanisms. Aberrantly methylated oncogenes and TSGs may also serve as biomarkers and therapeutic targets for the precise diagnosis and treatment of OSCCs in the future.
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页数:15
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