Identification and validation of a novel risk model based on cuproptosis-associated m6A for head and neck squamous cell carcinoma

被引:0
|
作者
Xing, Zhongxu [1 ]
Xu, Yijun [1 ]
Xu, Xiaoyan [1 ]
Yang, Kaiwen [1 ]
Qin, Songbing [1 ]
Jiao, Yang [2 ]
Wang, Lili [1 ]
机构
[1] Soochow Univ, Dept Radiat Oncol, Affiliated Hosp 1, Suzhou 21500, Peoples R China
[2] Soochow Univ, Collaborat Innovat Ctr Radiol Med Jiangsu Higher E, Sch Radiat Med & Protect, State Key Lab Radiat Med & Protect, Suzhou 215123, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Head and neck squamous cell carcinoma; RNA methylation regulation; Cuproptosis; Prognosis; Risk model; TUMOR MICROENVIRONMENT; IMMUNE ESCAPE; EXPRESSION; REGULATORS; LANDSCAPE; BURDEN; PD-L1;
D O I
10.1186/s12920-024-01916-5
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Head and neck squamous cell carcinoma (HNSCC) is a prevalent cancer with a poor survival rate due to anatomical limitations of the head and a lack of reliable biomarkers. Cuproptosis represents a novel cellular regulated death pathway, and N6-methyladenosine (m6A) is the most common internal RNA modification in mRNA. They are intricately connected to tumor formation, progression, and prognosis. This study aimed to construct a risk model for HNSCC using a set of mRNAs associated with m6A regulators and cuproptosis genes (mcrmRNA).Methods RNA-seq and clinical data of HNSCC patients from The Cancer Genome Atlas (TCGA) database were analyzed to develop a risk model through the least absolute shrinkage and selection operator (LASSO) analysis. Survival analysis and receiver operating characteristic (ROC) analysis were performed for the high- and low-risk groups. Additionally, the model was validated using the GSE41613 dataset from the Gene Expression Omnibus (GEO) database. GSEA and CIBERSORT were applied to investigate the immune microenvironment of HNSCC.Results A risk model consisting of 32 mcrmRNA was developed using the LASSO analysis. The risk score of patients was confirmed to be an independent prognostic indicator by multivariate Cox analysis. The high-risk group exhibited a higher tumor mutation burden. Additionally, CIBERSORT analysis indicated varying levels of immune cell infiltration between the two groups. Significant disparities in drug sensitivity to common medications were also observed. Enrichment analysis further unveiled significant differences in metabolic pathways and RNA processing between the two groups.Conclusions Our risk model can predict outcomes for HNSCC patients and offers valuable insights for personalized therapeutic approaches.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Identification and Biological Validation of a Chemokine/Chemokine Receptor-Based Risk Model for Predicting Immunotherapeutic Response and Prognosis in Head and Neck Squamous Cell Carcinoma
    Wang, Ye
    Wang, Shimeng
    Wang, Houshang
    Yang, Jin
    Zhou, Hongmei
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (04)
  • [42] Identification and validation of the role of c-Myc in head and neck squamous cell carcinoma
    Zhao, Sufeng
    An, Li
    Yang, Xudong
    Wei, Zheng
    Zhang, He
    Wang, Yufeng
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [43] Development and validation of a cuproptosis-associated prognostic model for diffuse large B-cell lymphoma
    Zhang, Bingxin
    Zhang, Tianyu
    Zheng, Ziwei
    Lin, Zhili
    Wang, Quanqiang
    Zheng, Dong
    Chen, Zixing
    Ma, Yongyong
    FRONTIERS IN ONCOLOGY, 2023, 12
  • [44] Identification and validation of novel prognostic signatures based on m5C methylation patterns and tumor EMT profiles in head and neck squamous cell carcinoma
    Zhu, Guanghao
    Wang, Wei
    Yao, Hui
    Li, Haopu
    Zhang, Caiyun
    Meng, Yindi
    Wang, Jingjie
    Zhu, Minhui
    Zheng, Hongliang
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [45] Identification and validation of novel prognostic signatures based on m5C methylation patterns and tumor EMT profiles in head and neck squamous cell carcinoma
    Guanghao Zhu
    Wei Wang
    Hui Yao
    Haopu Li
    Caiyun Zhang
    Yindi Meng
    Jingjie Wang
    Minhui Zhu
    Hongliang Zheng
    Scientific Reports, 13
  • [46] Comprehensive Analysis of m6A Regulators Characterized by the Immune Cell Infiltration in Head and Neck Squamous Cell Carcinoma to Aid Immunotherapy and Chemotherapy
    Yang, Zhiqiang
    Ming, Xiaoping
    Huang, Shuo
    Yang, Minlan
    Zhou, Xuhong
    Fang, Jiayu
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [47] Identification and validation of a prognostic model based on ferroptosis-associated genes in head and neck squamous cancer
    Wei, Ming
    Tian, Yongquan
    Lv, Yunxia
    Liu, Guancheng
    Cai, Gengming
    FRONTIERS IN GENETICS, 2022, 13
  • [48] A novel gene-based model for prognosis prediction of head and neck squamous cell carcinoma
    Li, Yanxi
    Li, Peiran
    Liu, Yuqi
    Geng, Wei
    HELIYON, 2024, 10 (08)
  • [49] Clinical Significance of an m6A Reader Gene, IGF2BP2, in Head and Neck Squamous Cell Carcinoma
    Deng, Xiaoli
    Jiang, Qingshan
    Liu, Zhifeng
    Chen, Wen
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2020, 7
  • [50] VIRMA promotes the progression of head and neck squamous cell carcinoma by regulating UBR5 mRNA and m6A levels
    Zhu, Chunyu
    Cheng, Yameng
    Yu, Yao
    Zhang, Yanning
    Ren, Guiyun
    BIOMOLECULES AND BIOMEDICINE, 2024, 24 (05): : 1244 - 1257