Characterization of tumor immune microenvironment and cancer therapy for head and neck squamous cell carcinoma through identification of a genomic instability-related lncRNA prognostic signature

被引:5
|
作者
Jing, Lijun [1 ]
Du, Yabing [2 ]
Fu, Denggang [3 ]
机构
[1] Zhengzhou Univ, Affiliated Hosp 1, Dept Neurol, Zhengzhou, Peoples R China
[2] Zhengzhou Univ, Affiliated Hosp 1, Dept Oncol, Zhengzhou, Peoples R China
[3] Indiana Univ, Sch Med, Indianapolis, IN 46202 USA
关键词
head and neck squamous cell carcinoma; genomic instability (GI); long non-coding RNA (IncRNA); tumor immune environment; therapy; LONG NONCODING RNAS; STRAND BREAK; EXPRESSION; DISCOVERY; RISK; METHYLATION; BIOMARKER; GROWTH; DRUG;
D O I
10.3389/fgene.2022.979575
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Head and neck squamous cell carcinoma (HNSCC) represents one of the most prevalent and malignant tumors of epithelial origins with unfavorable outcomes. Increasing evidence has shown that dysregulated long non-coding RNAs (lncRNAs) correlate with tumorigenesis and genomic instability (GI), while the roles of GI-related lncRNAs in the tumor immune microenvironment (TIME) and predicting cancer therapy are still yet to be clarified. In this study, transcriptome and somatic mutation profiles with clinical parameters were obtained from the TCGA database. Patients were classified into GI-like and genomic stable (GS)-like groups according to the top 25% and bottom 25% cumulative counts of somatic mutations. Differentially expressed lncRNAs (DElncRNAs) between GI- and GS-like groups were identified as GI-related lncRNAs. These lncRNA-related coding genes were enriched in cancer-related KEGG pathways. Patients totaling 499 with clinical information were randomly divided into the training and validation sets. A total of 18 DElncRNAs screened by univariate Cox regression analysis were associated with overall survival (OS) in the training set. A GI-related lncRNA signature that comprised 10 DElncRNAs was generated through least absolute shrinkage and selection operator (Lasso)-Cox regression analysis. Patients in the high-risk group have significantly decreased OS vs. patients in the low-risk group, which was verified in internal validation and entire HNSCC sets. Integrated HNSCC sets from GEO confirmed the notable survival stratification of the signature. The time-dependent receiver operating characteristic curve demonstrated that the signature was reliable. In addition, the signature retained a strong performance of OS prediction for patients with various clinicopathological features. Cell composition analysis showed high anti-tumor immunity in the low-risk group which was evidenced by increased infiltrating CD8(+) T cells and natural killer cells and reduced cancer-associated fibroblasts, which was convinced by immune signatures analysis via ssGSEA algorithm. T helper/IFN. signaling, co-stimulatory, and co-inhibitory signatures showed increased expression in the low-risk group. Low-risk patients were predicted to be beneficial to immunotherapy, which was confirmed by patients with progressive disease who had high risk scores vs. complete remission patients. Furthermore, the drugs that might be sensitive to HNSCC were identified. In summary, the novel prognostic GILncRNA signature provided a promising approach for characterizing the TIME and predicting therapeutic strategies for HNSCC patients.
引用
收藏
页数:17
相关论文
共 50 条
  • [41] Identification of cuproptosis-related subtypes and characterization of the tumor microenvironment landscape in head and neck squamous cell carcinoma
    Huang, Juntao
    Xu, Ziqian
    Yuan, Zhechen
    Cheng, Lixin
    Zhou, Chongchang
    Shen, Yi
    JOURNAL OF CLINICAL LABORATORY ANALYSIS, 2022, 36 (09)
  • [42] Prognostic signature of endoplasmic reticulum stress-related long noncoding RNAs in head and neck squamous cell carcinoma: Association with somatic mutation and tumor immune microenvironment
    Qu, Tao
    Miao, Cheng
    Zhang, Zijian
    Li, Honglin
    Liu, Liu
    Lin, Weimin
    Li, Chunjie
    Pan, Jian
    Ye, Li
    Cao, Yubin
    JOURNAL OF DENTAL SCIENCES, 2023, 18 (02) : 541 - 550
  • [43] m6A-related lncRNA signature for predicting prognosis and immune response in head and neck squamous cell carcinoma
    Yin, Ji
    He, Xinling
    Qin, Fengfeng
    Zheng, Sihan
    Huang, Yanlin
    Hu, Lanxin
    Chen, Yuxiang
    Zhong, Lunkun
    Hu, Wenjian
    Li, Sen
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2022, 14 (11): : 7653 - +
  • [44] Construction of the prognostic signature of alternative splicing revealed the prognostic predictor and immune microenvironment in head and neck squamous cell carcinoma
    Ye, Fan
    Wu, Pingan
    Zhu, Yaqiong
    Huang, Guan
    Tao, Ying
    Liao, Zhencheng
    Guan, Yafeng
    FRONTIERS IN GENETICS, 2022, 13
  • [45] Identification and verification of eight cancer-associated fibroblasts related genes as a prognostic signature for head and neck squamous cell carcinoma
    Dong, Lei
    Sun, Qi
    Song, Fei
    Song, Xiaoyu
    Lu, Congxian
    Li, Yumei
    Song, Xicheng
    HELIYON, 2023, 9 (03)
  • [46] Integration RNA bulk and single cell RNA sequencing to explore the change of glycolysis-related immune microenvironment and construct prognostic signature in head and neck squamous cell carcinoma
    Nie, Qian
    Cao, Huan
    Yang, Jianwang
    Liu, Tao
    Wang, Baoshan
    TRANSLATIONAL ONCOLOGY, 2024, 46
  • [47] Immune-related lncRNA classification of head and neck squamous cell carcinoma
    Ruoyan Cao
    Lin Cui
    Jiayu Zhang
    Xianyue Ren
    Bin Cheng
    Juan Xia
    Cancer Cell International, 22
  • [48] A cuproptosis-related lncRNA signature predicts the prognosis and immune cell status in head and neck squamous cell carcinoma
    Zheng, Xiwang
    Zheng, Defei
    Zhang, Chunming
    Guo, Huina
    Zhang, Yuliang
    Xue, Xuting
    Shi, Zhaohui
    Zhang, Xiangmin
    Zeng, Xianhai
    Wu, Yongyan
    Gao, Wei
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [49] Immune-related lncRNA classification of head and neck squamous cell carcinoma
    Cao, Ruoyan
    Cui, Lin
    Zhang, Jiayu
    Ren, Xianyue
    Cheng, Bin
    Xia, Juan
    CANCER CELL INTERNATIONAL, 2022, 22 (01)
  • [50] Identification of prognostic melatonin-related lncRNA signature in tumor immune microenvironment and drug resistance for breast cancer
    Gao, Shou-Cui
    Wu, Meng-Di
    Zhang, Xiao-Xuan
    Liu, Yu-Fei
    Wang, Chen-Long
    ASIAN JOURNAL OF SURGERY, 2023, 46 (09) : 3529 - 3541