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.
引用
收藏
页数:9
相关论文
共 50 条
  • [1] Comprehensive Analysis of Immune Cell Infiltration of m6a-Related lncRNA in Lung Squamous Cell Carcinoma and Construction of Relevant Prognostic Models
    Zhang, Pengfei
    Li, Huawei
    Cheng, Xiaoguang
    Wang, Wei
    BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [2] Analysis and Application of m6A-Related Factors in Oral Squamous Cell Carcinoma
    Zhang, Ruozheng
    Yang, Song
    Yu, Chongqing
    Zhang, Qi
    Sun, Bin
    Gao, Yun
    JOURNAL OF BIOLOGICAL REGULATORS AND HOMEOSTATIC AGENTS, 2023, 37 (05): : 2691 - 2702
  • [3] Expression and Prognostic Significance of m6A-Related Genes in Lung Adenocarcinoma
    Zhang, Yingying
    Liu, Xin
    Liu, Liwen
    Li, Jianhao
    Hu, Qiuyue
    Sun, Ranran
    MEDICAL SCIENCE MONITOR, 2020, 26
  • [4] The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients
    Zhang, Chunyang
    Ding, Zhaozheng
    Luo, Hong
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 2022
  • [5] The Prognostic Role of m6A-Related Genes in Paediatric Neuroblastoma Patients
    Zhang, Chunyang
    Ding, Zhaozheng
    Luo, Hong
    Computational and Mathematical Methods in Medicine, 2022, 2022
  • [6] Comprehensive Analysis of m6A-Related Gene Mutation Characteristics and Prognosis in Lung Adenocarcinoma
    Chen, J.
    Chu, X. -P.
    Gai, Y. -Z.
    Zhong, W. -Z.
    JOURNAL OF THORACIC ONCOLOGY, 2022, 17 (09) : S588 - S588
  • [7] Prognostic score model based on six m6A-related autophagy genes for predicting survival in esophageal squamous cell carcinoma
    Chen, Funan
    Gong, Erxiu
    Ma, Jun
    Lin, Jiehuan
    Wu, Canxing
    Chen, Shanshan
    Hu, Shuqiao
    JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2022, 36 (07)
  • [8] Identification of m6a-related signature genes in esophageal squamous cell carcinoma by machine learning method
    Shang, Qi-Xin
    Kong, Wei-Li
    Huang, Wen-Hua
    Xiao, Xin
    Hu, Wei-Peng
    Yang, Yu-Shang
    Zhang, Hanlu
    Yang, Lin
    Yuan, Yong
    Chen, Long-Qi
    FRONTIERS IN GENETICS, 2023, 14
  • [9] Tumor microenvironment characteristics and prognostic role of m6A modification in lung squamous cell carcinoma
    Li, Pei
    Xiong, Peiyu
    Li, Xinyun
    Zhang, Xiaobo
    Chen, Xu
    Zhang, Wei
    Jia, Bo
    Lai, Yu
    HELIYON, 2024, 10 (05)
  • [10] Comprehensive Analysis of Crucial m6A-Related Differentially Expressed Genes in Psoriasis
    Gan, Lu
    Wu, Xuejingzi
    Song, Jiquan
    FRONTIERS IN BIOSCIENCE-LANDMARK, 2024, 29 (09):