Immune Infiltration Characteristics and a Gene Prognostic Signature Associated With the Immune Infiltration in Head and Neck Squamous Cell Carcinoma

被引:4
|
作者
Zhu, Chunmei [1 ]
Wu, Qiuji [1 ,2 ,3 ]
Yang, Ningning [1 ,2 ]
Zheng, Zhewen [1 ,2 ]
Zhou, Fuxiang [1 ,2 ,3 ]
Zhou, Yunfeng [1 ,2 ,3 ]
机构
[1] Zhongnan Hosp Wuhan Univ, Dept Radiat & Med Oncol, Wuhan, Peoples R China
[2] Zhongnan Hosp Wuhan Univ, Hubei Key Laboratoryof Tumor Biol Behav, Wuhan, Peoples R China
[3] Zhongnan Hosp Wuhan Univ, Hubei Canc Clin Study Ctr, Wuhan, Peoples R China
基金
中国国家自然科学基金;
关键词
head and neck squamous cell carcinoma; immune cell infiltration; prognosis; response to immunotherapy; immune inhibitor receptor; TUMOR MUTATION BURDEN; OPEN-LABEL; METASTATIC HEAD; TP53; MUTATIONS; EXPRESSION; IMMUNOTHERAPY; RECURRENT; PEMBROLIZUMAB; CHEMOTHERAPY; PROGRESSION;
D O I
10.3389/fgene.2022.848841
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: Immunotherapy has become the new standard of care for recurrent and metastatic head and neck squamous cell carcinoma (HNSCC), and PD-L1 is a widely used biomarker for immunotherapeutic response. However, PD-L1 expression in most cancer patients is low, and alternative biomarkers used to screen the population benefiting from immunotherapy are still being explored. Tumor microenvironment (TME), especially tumor immune-infiltrating cells, regulates the body's immunity, affects the tumor growth, and is expected to be a promising biomarker for immunotherapy.Purpose: This article mainly discussed how the immune-infiltrating cell patterns impacted immunity, thereby affecting HNSCC patients' prognosis.Method: The immune-infiltrating cell profile was generated by the CIBERSORT algorithm based on the transcriptomic data of HNSCC. Consensus clustering was used to divide groups with different immune cell infiltration patterns. Differentially expressed genes (DEGs) obtained from the high and low immune cell infiltration (ICI) groups were subjected to Kaplan-Meier and univariate Cox analysis. Significant prognosis-related DEGs were involved in the construction of a prognostic signature using multivariate Cox analysis.Results: In our study, 408 DEGs were obtained from high- and low-ICI groups, and 59 of them were significantly associated with overall survival (OS). Stepwise multivariate Cox analysis developed a 16-gene prognostic signature, which could distinguish favorable and poor prognosis of HNSCC patients. An ROC curve and nomogram verified the sensitivity and accuracy of the prognostic signature. The AUC values for 1 year, 2 years, and 3 years were 0.712, 0.703, and 0.700, respectively. TCGA-HNSCC cohort, GSE65858 cohort, and an independent GSE41613 cohort proved a similar prognostic significance. Notably, the prognostic signature distinguished the expression of promising immune inhibitory receptors (IRs) well and could predict the response to immunotherapy.Conclusion: We established a tumor immune cell infiltration (TICI)-based 16-gene signature, which could distinguish patients with different prognosis and help predict the response to immunotherapy.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Profiles of immune cell infiltration in head and neck squamous carcinoma
    Liang, Bin
    Tao, Ye
    Wang, Tianjiao
    [J]. BIOSCIENCE REPORTS, 2020, 40
  • [2] Transcriptome analysis reveals the prognostic and immune infiltration characteristics of glycolysis and hypoxia in head and neck squamous cell carcinoma
    Liu, Jun
    Lu, Jianjun
    Li, Wenli
    [J]. BMC CANCER, 2022, 22 (01)
  • [3] Transcriptome analysis reveals the prognostic and immune infiltration characteristics of glycolysis and hypoxia in head and neck squamous cell carcinoma
    Jun Liu
    Jianjun Lu
    Wenli Li
    [J]. BMC Cancer, 22
  • [4] FAM3D as a Prognostic Indicator of Head and Neck Squamous Cell Carcinoma Is Associated with Immune Infiltration
    Chen, Lizhu
    Lin, Jie
    Lan, Bin
    Xiong, Jiani
    Wen, Yaoming
    Chen, Yu
    Chen, Chuan-Ben
    [J]. Computational and Mathematical Methods in Medicine, 2022, 2022
  • [5] Tertiary Lymphoid Structures Gene Signature Predicts Prognosis and Immune Infiltration Analysis in Head and Neck Squamous Cell Carcinoma
    Xing, Aiyan
    Lv, Dongxiao
    Wu, Changshun
    Zhou, Kai
    Zhao, Tianhui
    Zhao, Lihua
    Wang, Huaqing
    Feng, Hong
    [J]. CURRENT GENOMICS, 2024, 25 (02) : 88 - 104
  • [6] The prognostic impact of the immune signature in head and neck squamous cell carcinoma
    Baysal, Hasan
    Siozopoulou, Vasiliki
    Zaryouh, Hannah
    Hermans, Christophe
    Lau, Ho Wa
    Lambrechts, Hilde
    Fransen, Erik
    De Pauw, Ines
    Jacobs, Julie
    Peeters, Marc
    Pauwels, Patrick
    Vermorken, Jan Baptist
    Smits, Evelien
    Lardon, Filip
    De Waele, Jorrit
    Wouters, An
    [J]. FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [7] PRF1 is a prognostic marker and correlated with immune infiltration in head and neck squamous cell carcinoma
    Fan, Cui
    Hu, Haixia
    Shen, Yilin
    Wang, Quan
    Mao, Yufeng
    Ye, Bin
    Xiang, Mingliang
    [J]. TRANSLATIONAL ONCOLOGY, 2021, 14 (04):
  • [8] TYK2 correlates with immune infiltration: A prognostic marker for head and neck squamous cell carcinoma
    He, Yaodong
    Li, Yunshan
    Xiang, Junwei
    Huang, Xu
    Zhao, Mingyu
    Wang, Yuanyin
    Chen, Ran
    [J]. FRONTIERS IN GENETICS, 2022, 13
  • [9] CTHRC1 is a prognostic biomarker correlated with immune infiltration in head and neck squamous cell carcinoma
    Zhang, Zhichao
    Ren, Xusheng
    Wang, Yiling
    Liu, Ping
    Lin, Peng
    Jin, Shumei
    Xu, Chao
    [J]. BMC ORAL HEALTH, 2024, 24 (01):
  • [10] A gene signature associated with prognosis and immune processes in head and neck squamous cell carcinoma
    Bai, Shuang
    Zhang, Ping
    Zhang, Jian-Cheng
    Shen, Jun
    Xiang, Xu
    Yan, Ying-Bin
    Xu, Zhen-Qi
    Zhang, Jun
    Long, Li
    Wang, Chao
    Shi, Ping
    Yang, Li
    Chen, Wei
    Liu, Hao
    [J]. HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2019, 41 (08): : 2581 - 2590