Comprehensive Analysis of Myeloid Signature Genes in Head and Neck Squamous Cell Carcinoma to Predict the Prognosis and Immune Infiltration

被引:15
作者
Liu, Zhifeng [1 ,2 ,3 ,4 ]
Zhang, Diekuo [1 ,2 ,3 ]
Liu, Chao [1 ,2 ,3 ]
Li, Guo [1 ,2 ,3 ]
Chen, Huihong [1 ,2 ,3 ]
Ling, Hang [1 ,2 ,3 ]
Zhang, Fengyu [1 ,2 ,3 ]
Huang, Donghai [1 ,2 ,3 ]
Wang, Xingwei [1 ,2 ,3 ]
Liu, Yong [1 ,2 ,3 ,5 ]
Zhang, Xin [1 ,2 ,3 ,5 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Otolaryngol Head & Neck Surg, Changsha, Peoples R China
[2] Otolaryngol Major Dis Res Key Lab Hunan Prov, Changsha, Peoples R China
[3] Xiangya Hosp, Clin Res Ctr Pharyngolaryngeal Dis & Voice Disord, Changsha, Peoples R China
[4] Univ South China, Affiliated Hosp 1, Dept Otorhinolaryngol, Hengyang, Peoples R China
[5] Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2021年 / 12卷
基金
中国国家自然科学基金;
关键词
tumor immune microenvironment; myeloid cells; head and neck squamous cell carcinoma; prognosis; immune infiltration; immunotherapy; TUMOR; PROGRESSION; CANCER; LYMPHOCYTES; PD-L1;
D O I
10.3389/fimmu.2021.659184
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Myeloid cells are a major heterogeneous cell population in the tumor immune microenvironment (TIME). Imbalance of myeloid response remains a major obstacle to a favorable prognosis and successful immune therapy. Therefore, we aimed to construct a risk model to evaluate the myeloid contexture, which may facilitate the prediction of prognosis and immune infiltration in patients with head and neck squamous cell carcinoma (HNSCC). In our study, six myeloid signature genes (including CCL13, CCR7, CD276, IL1B, LYVE1 and VEGFC) analyzed from 52 differentially expressed myeloid signature genes were finally pooled to establish a prognostic risk model, termed as myeloid gene score (MGS) in a training cohort and validated in a test cohort and an independent external cohort. Furthermore, based on the MGS subgroups, we were able to effectively identify patients with a poor prognosis, aggressive clinical parameters, immune cell infiltration status and immunotherapy response. Thus, MGS may serve as an effective prognostic signature and predictive indicator for immunotherapy response in patients with HNSCC.
引用
收藏
页数:14
相关论文
共 50 条
  • [31] Effect of CXCR5-Positive Cell Infiltration on the Immune Contexture and Patient Prognosis in Head and Neck Squamous Cell Carcinoma
    Chen, Jun
    Meng, Xiangchao
    Zhou, Qinyi
    Feng, Jialin
    Zheng, Wenjie
    Wang, Zhuoying
    Wang, Jiadong
    Wang, You
    [J]. ONCOTARGETS AND THERAPY, 2020, 13 : 5869 - 5877
  • [32] Comprehensive analysis of the prognosis and biological significance of RORβ in head and neck squamous cell carcinoma
    Zheng, Jiawen
    Tang, Hong
    Yang, Yixin
    Yang, Kai
    [J]. ENVIRONMENTAL TOXICOLOGY, 2024, 39 (02) : 487 - 508
  • [33] Building an Immune-Related Genes Model to Predict Treatment, Extracellular Matrix, and Prognosis of Head and Neck Squamous Cell Carcinoma
    Yang, Yushi
    Feng, Yang
    Liu, Qin
    Yin, Ji
    Cheng, Chenglong
    Fan, Cheng
    Xuan, Chenhui
    Yang, Jun
    [J]. MEDIATORS OF INFLAMMATION, 2023, 2023
  • [34] Developing a pyroptosis-related gene signature to better predict the prognosis and immune status of patients with head and neck squamous cell carcinoma
    Liu, Dan
    Zhou, Liu-Qing
    Cheng, Qing
    Wang, Jun
    Kong, Wei-Jia
    Zhang, Su-Lin
    [J]. FRONTIERS IN GENETICS, 2023, 13
  • [35] Profiles of immune cell infiltration in head and neck squamous carcinoma
    Liang, Bin
    Tao, Ye
    Wang, Tianjiao
    [J]. BIOSCIENCE REPORTS, 2020, 40
  • [36] 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):
  • [37] A Novel Immune-Related Prognostic Signature in Head and Neck Squamous Cell Carcinoma
    Zhang, Yi
    Chen, Ping
    Zhou, Qiang
    Wang, Hongyan
    Hua, Qingquan
    Wang, Jie
    Zhong, Hongliang
    [J]. FRONTIERS IN GENETICS, 2021, 12
  • [38] Machine learning developed a macrophage signature for predicting prognosis, immune infiltration and immunotherapy features in head and neck squamous cell carcinoma
    Wang, Yao
    Mou, Ya-Kui
    Liu, Wan-Chen
    Wang, Han-Rui
    Song, Xiao-Yu
    Yang, Ting
    Ren, Chao
    Song, Xi-Cheng
    [J]. SCIENTIFIC REPORTS, 2024, 14 (01):
  • [39] Mast cell marker gene signature in head and neck squamous cell carcinoma
    Cai, Zhimou
    Tang, Bingjie
    Chen, Lin
    Lei, Wenbin
    [J]. BMC CANCER, 2022, 22 (01)
  • [40] Hypoxia-related LncRNAs signature predicts prognosis and is associated with immune infiltration and progress of head and neck squamous cell carcinoma
    Li, Minhan
    Mao, Shaowei
    Li, Lixing
    Wei, Muyun
    [J]. BIOCHEMISTRY AND BIOPHYSICS REPORTS, 2022, 31