Construction of a hypoxia-derived gene model to predict the prognosis and therapeutic response of head and neck squamous cell carcinoma

被引:7
|
作者
Wang, Haibin [1 ]
Zheng, Lian [1 ]
机构
[1] Zhengzhou Univ, Dept Oral & Maxillofacial Surg, Affiliated Hosp 1, 1 Jianshedong Rd, Zhengzhou 450052, Peoples R China
关键词
SIGNATURE; SURVIVAL; TUMORS; KEGG;
D O I
10.1038/s41598-022-17898-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Head and neck squamous cell carcinoma (HNSCC) ranks as the sixth most common cancer worldwide and has a poor prognosis in the advanced stage. Increasing evidence has shown that hypoxia contributes to genetic alterations that have essential effects on the occurrence and progression of cancers. However, the exact roles hypoxia-related genes play in HNSCC remain unclear. In this study, we downloaded the mRNA expression profiles and clinical data of patients with HNSCC from The Cancer Genome Atlas and Gene Expression Omnibus. Two molecular subtypes were identified based on prognostic hypoxia-related genes using the ConsensusClusterPlus method. ESTIMATE was used to calculate the immune score of each patient. Kyoto Encyclopedia of Genes and Genomes and Gene Ontology were used for functional annotation. A prognostic risk model was generated by Cox regression and least absolute shrinkage and selection operator analysis. We identified two distinct molecular subtypes, cluster 1 and cluster 2, based on 200 hypoxia-related genes. Additionally, we identified three hypoxia-immune subgroups (hypoxia-high/immune-low, hypoxia-low/immune-high, and mixed subgroups). The hypoxia-high/immune-low group had the worst prognosis, while the hypoxia-low/immune-high group had the best prognosis. Patients in the hypoxia-low/immune-high group were more sensitive to anti-PD-L1 treatment and chemotherapy than those in the hypoxia-high/immune-low group. Furthermore, we constructed a prognostic risk model based on the differentially expressed genes between the hypoxia-immune subgroups. The survival analysis and time-dependent ROC analysis results demonstrated the good performance of the established 7-gene signature for predicting HNSCC prognosis. In conclusions, the constructed hypoxia-related model might serve as a promising biomarker for the diagnosis and prognosis of HNSCC, and it could predict immunotherapy and chemotherapy efficacy in HNSCC.
引用
收藏
页数:11
相关论文
共 50 条
  • [31] New approach to pre-therapeutic prognosis in advanced squamous cell carcinoma of the head and neck
    Roger-Liautaud, F
    Gimonet, D
    Merol, JC
    Prevost, A
    Coninx, P
    ANTICANCER RESEARCH, 2002, 22 (04) : 2419 - 2422
  • [32] Analysis of the Prognosis and Therapeutic Value of the CXC Chemokine Family in Head and Neck Squamous Cell Carcinoma
    Li, Yongchao
    Wu, Tinghui
    Gong, Shujuan
    Zhou, Hangzheng
    Yu, Lufei
    Liang, Meiyan
    Shi, Ruijun
    Wu, Zhenhui
    Zhang, Jinpei
    Li, Shuwei
    FRONTIERS IN ONCOLOGY, 2021, 10
  • [33] Development and validation of a hypoxia-related gene pair signature to predict overall survival in head and neck squamous cell carcinoma
    Ding, Zhao
    Li, Hefeng
    Yu, Deshun
    EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 2021, 278 (10) : 3973 - 3983
  • [34] Development and validation of a hypoxia-related gene pair signature to predict overall survival in head and neck squamous cell carcinoma
    Zhao Ding
    Hefeng Li
    Deshun Yu
    European Archives of Oto-Rhino-Laryngology, 2021, 278 : 3973 - 3983
  • [35] Gene profiling in squamous cell carcinoma of the head and neck
    Jan Akervall
    Cancer and Metastasis Reviews, 2005, 24 : 87 - 94
  • [36] Gene profiling in squamous cell carcinoma of the head and neck
    Akervall, J
    CANCER AND METASTASIS REVIEWS, 2005, 24 (01) : 87 - 94
  • [37] Systematic Profiling of Immune Risk Model to Predict Survival and Immunotherapy Response in Head and Neck Squamous Cell Carcinoma
    Liu, Xingyu
    Chen, Jiarui
    Lu, Wei
    Zeng, Zihang
    Li, Jiali
    Jiang, Xueping
    Gao, Yanping
    Gong, Yan
    Wu, Qiuji
    Xie, Conghua
    FRONTIERS IN GENETICS, 2020, 11
  • [38] A six-mRNA signature model for the prognosis of head and neck squamous cell carcinoma
    Guo, Wenna
    Chen, Xijia
    Zhu, Liucun
    Wang, Qiang
    ONCOTARGET, 2017, 8 (55) : 94528 - 94538
  • [39] Construction of a prognosis model of head and neck squamous cell carcinoma pyroptosis and an analysis of immuno-phenotyping based on bioinformatics
    Pan, Wenna
    Huang, Wenbin
    Zheng, Jiajun
    Meng, Zilu
    Pan, Xuan
    TRANSLATIONAL CANCER RESEARCH, 2024, 13 (01) : 299 - 316
  • [40] Therapeutic Targeting of MYC in Head and Neck Squamous Cell Carcinoma
    Liu, Shuo
    Qin, Zhen
    Mao, Yaqing
    Zhang, Wenbo
    Wang, Yujia
    Jia, Lingfei
    Peng, Xin
    ONCOIMMUNOLOGY, 2022, 11 (01):