Exploring Potential Biomarkers and Molecular Mechanisms of Cutaneous Squamous Cell Carcinoma Based on Bioinformatics

被引:0
|
作者
Qi, Jiayue [1 ,2 ]
Guo, Qingqing [1 ,2 ]
Bai, Jia [1 ]
Liang, Xiaoqiang [1 ]
Zhu, Wenwei [1 ]
Li, Chengxin [1 ,2 ]
Xie, Fang [1 ]
机构
[1] Chinese Peoples Liberat Army Gen Hosp, Med Ctr 1, Dept Dermatol, Beijing 100853, Peoples R China
[2] Nankai Univ, Sch Med, Tianjin, Peoples R China
来源
ONCOTARGETS AND THERAPY | 2024年 / 17卷
基金
美国国家科学基金会;
关键词
weighted gene co-expression network analysis; protein-protein interaction analysis; competitive endogenous RNA; pathogenesis; GENE; EXPRESSION;
D O I
10.2147/OTT.S468399
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Purpose: Cutaneous squamous cell carcinoma (cSCC) ranks as the second most common malignancy in clinical practice and poses a significant threat to public health due to its high malignancy. In this study, we aimed to explore potential biomarkers and molecular mechanisms of cSCC. Methods: Differentially expressed genes (DEGs) from GSE66359 and GSE117247 datasets were identified using R software. We conducted enrichment analyses and screened hub genes through protein-protein interaction (PPI) analysis and weighted gene coexpression network analysis (WGCNA). To assess the diagnostic performance of these genes, we generated ROC curves using both internal and external datasets (GSE45164) and validated the expression levels of these genes in cSCC tissues through immunohistochemistry. Subsequently, we predicted the target miRNAs and lncRNAs for hub genes using online databases and constructed competing endogenous RNA (ceRNA) networks. Results: In total, we identified 505 upregulated DEGs and 522 downregulated DEGs. Through PPI and WGCNA analyses, we identified four hub genes exhibiting robust diagnostic performance in internal and external datasets (AUC > 0.9) and selected three previously unreported genes for further analysis. Immunohistochemistry demonstrated significantly elevated CCNA2, CCNB2, and UBE2C expression in cSCC tissues compared to normal skin tissues. Finally, we constructed three ceRNA networks, namely NEAT1/ H19-hsa-miR-148a-3p-CCNA2 and NEAT1-hsa-miR-140-3p-UBE2C. Conclusion: In conclusion, we have identified CCNA2, CCNB2, and UBE2C as novel biomarkers for cSCC, and the NEAT1/H19hsa-miR-148a-3p-CCNA2 and NEAT1-hsa-miR-140-3p-UBE2C ceRNA networks may represent molecular mechanisms under-lying cSCC progression. The findings of this study offer new diagnostic and therapeutic options for cSCC patients.
引用
收藏
页码:841 / 856
页数:16
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