Comprehensive Analysis of the Prognostic Role and Mutational Characteristics of m6A-Related Genes in Lung Squamous Cell Carcinoma

被引:41
|
作者
Gu, Chang [1 ,2 ]
Shi, Xin [3 ]
Qiu, Wenli [4 ]
Huang, Zhenyu [5 ,6 ]
Yu, Yan [7 ]
Shen, Feng [7 ]
Chen, Yumei [8 ]
Pan, Xufeng [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Chest Hosp, Dept Thorac Surg, Shanghai, Peoples R China
[2] Tongji Univ, Shanghai Pulm Hosp, Dept Thorac Surg, Sch Med, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai Chest Hosp, Dept Cardiol, Shanghai, Peoples R China
[4] Youjiang Med Univ Nationalities, Affiliated Hosp, Dept Lab Med, Baise, Peoples R China
[5] Shanghai Jiao Tong Univ, Xinhua Hosp, Dept Colorectal & Anal Surg, Sch Med, Shanghai, Peoples R China
[6] Shanghai Colorectal Canc Res Ctr, Shanghai, Peoples R China
[7] Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai, Peoples R China
[8] Shanghai Jiao Tong Univ, Ren Ji Hosp, Dept Nucl Med, Sch Med, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
m6A; prognosis; lung squamous cell carcinoma; RNA methylation; nomogram;
D O I
10.3389/fcell.2021.661792
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background There have been limited treatment therapies for lung squamous cell carcinoma (LUSC). M6A-related genes may be the next therapeutic targets for LUSC. In this study, we explored the prognostic role and mutational characteristics of m6A-related genes in LUSC. Methods LUSC gene expression data, mutational data, and corresponding clinical information were extracted from The Cancer Genome Atlas database. Differentially expressed genes (DEGs) were identified, and the mutation characteristics of LUSC patients were explored. Then, m6A-related genes were extracted and the correlations among the genes were detected. Finally, the prognostic roles of the genes were investigated and the nomogram model was developed. Besides, the protein-protein interaction (PPI) network was used to explore the potential interactions among the genes. Results In total, there are 551 LUSC samples enrolled in our study, containing 502 LUSC tumor samples and 49 adjacent normal LUSC samples, respectively. There were 2970 upregulated DEGs and 1806 downregulated DEGs were further explored. IGF2BP1 and RBM15 had significant co-occurrence frequency (p < 0.05). Besides, METTL14 and ZC3H13 or YTHDF3 also had significant co-occurrence frequency (p < 0.05). All the m6A-related genes represent the positive correlation. WTAP was identified as a prognostic gene in the TCGA database while YTHDC1 and YTHDF1 were identified as prognostic genes. In multivariate Cox analysis, YTHDF1, age, pN stage, pTNM stage, and smoking were all identified as significant prognostic factors for OS. Conclusion We investigated the expression patterns and mutational characteristics of LUSC patients and identified three potential independent prognostic m6A-related genes (WTAP, YTHDC1, and YTHDF1) for OS in LUSC patients.
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页数:9
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