Comprehensive characterization of the alternative splicing landscape in head and neck squamous cell carcinoma reveals novel events associated with tumorigenesis and the immune microenvironment

被引:78
|
作者
Li, Zhi-Xuan [1 ,2 ,3 ]
Zheng, Zi-Qi [1 ,2 ,3 ]
Wei, Zhuo-Hui [4 ]
Zhang, Lu-Lu [5 ,6 ]
Li, Feng [1 ,2 ,3 ]
Lin, Li [1 ,2 ,3 ]
Liu, Rui-Qi [1 ,2 ,3 ]
Huang, Xiao-Dan [1 ,2 ,3 ]
Lv, Jia-Wei [1 ,2 ,3 ]
Chen, Fo-Ping [1 ,2 ,3 ]
He, Xiao-Jun [1 ,2 ,3 ]
Guan, Jia-Li [1 ,2 ,3 ]
Kou, Jia [1 ,2 ,3 ]
Ma, Jun [1 ,2 ,3 ]
Zhou, Guan-Qun [1 ,2 ,3 ]
Sun, Ying [1 ,2 ,3 ]
机构
[1] Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Ctr Canc, Collaborat Innovat Ctr Canc Med, Guangzhou 510060, Guangdong, Peoples R China
[3] Sun Yat Sen Univ, Ctr Canc, Guangdong Key Lab Nasopharyngeal Carcinoma Diag &, Guangzhou 510060, Guangdong, Peoples R China
[4] South China Univ Technol, Sch Comp Sci & Engn, Guangzhou 510006, Guangdong, Peoples R China
[5] Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med, Guangzhou 510060, Guangdong, Peoples R China
[6] Sun Yat Sen Univ, Ctr Canc, Dept Mol Diagnost, Guangzhou 510060, Guangdong, Peoples R China
来源
THERANOSTICS | 2019年 / 9卷 / 25期
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
head and neck squamous cell carcinoma; alternative splicing; genome-wide analysis; tumorigenesis; immune microenvironment; R PACKAGE; VISUALIZATION; DATABASE; EXPRESSION; SIGNATURE; RECURRENT; CARCINOGENESIS; PEMBROLIZUMAB; COMBINATION; GROWTH;
D O I
10.7150/thno.36585
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Alternative splicing (AS) has emerged as a key event in tumor development and microenvironment formation. However, comprehensive analysis of AS and its clinical significance in head and neck squamous cell carcinoma (HNSC) is urgently required. Methods: Genome-wide profiling of AS events using RNA-Seq data from The Cancer Genome Atlas (TCGA) program was performed in a cohort of 464 patients with HNSC. Cancer-associated AS events (CASEs) were identified between paired HNSC and adjacent normal tissues and evaluated in functional enrichment analysis. Splicing networks and prognostic models were constructed using bioinformatics tools. Unsupervised clustering of the CASEs identified was conducted and associations with clinical, molecular and immune features were analyzed. Results: We detected a total of 32,309 AS events and identified 473 CASEs in HNSC; among these, 91 were validated in an independent cohort (n = 15). Functional protein domains were frequently altered, especially by CASEs affecting cancer drivers, such as PCSK5. CASE parent genes were significantly enriched in pathways related to HNSC and the tumor immune microenvironment, such as the viral carcinogenesis (FDR < 0.001), Human Papillomavirus infection (FDR < 0.001), chemokine (FDR < 0.001) and T cell receptor (FDR < 0.001) signaling pathways. CASEs enriched in immune-related pathways were closely associated with immune cell infiltration and cytolytic activity. AS regulatory networks suggested a significant association between splicing factor (SF) expression and CASEs and might be regulated by SF methylation. Eighteen CASEs were identified as independent prognostic factors for overall and disease-free survival. Unsupervised clustering analysis revealed distinct correlations between AS-based clusters and prognosis, molecular characteristics and immune features. Immunogenic features and immune subgroups cooperatively depict the immune features of AS-based clusters. Conclusion: This comprehensive genome-wide analysis of the AS landscape in HNSC revealed novel AS events related to carcinogenesis and immune microenvironment, with implications for prognosis and therapeutic responses.
引用
收藏
页码:7648 / 7665
页数:18
相关论文
共 50 条
  • [41] Immune Cell Deconvolution Reveals Possible Association of γδ T Cells with Poor Survival in Head and Neck Squamous Cell Carcinoma
    Parikh, Anuraag S.
    Li, Yize
    Mazul, Angela
    Yu, Victoria X.
    Thorstad, Wade
    Rich, Jason
    Paniello, Randal C.
    Caruana, Salvatore M.
    Troob, Scott H.
    Jackson, Ryan S.
    Pipkorn, Patrik
    Zolkind, Paul
    Qi, Zongtai
    Adkins, Douglas
    Ding, Li
    Puram, Sidharth V.
    CANCERS, 2023, 15 (19)
  • [42] Identification of key genes associated with head and neck squamous cell carcinoma in the microenvironment
    Xie, Hui
    Zhang, Jian-Fang
    Xie, Kai-Hong
    Li, Qing
    MINERVA BIOTECHNOLOGY AND BIOMOLECULAR RESEARCH, 2022, 34 (01): : 1 - 13
  • [43] Comprehensive analysis reveals novel gene signature in head and neck squamous cell carcinoma: predicting is associated with poor prognosis in patients
    Sun, Yixin
    Zhang, Quan
    Yao, Lanlin
    Wang, Shuai
    Zhang, Zhiming
    TRANSLATIONAL CANCER RESEARCH, 2020, 9 (10) : 5882 - 5892
  • [44] Characterization of Alternative Splicing Events in HPV-Negative Head and Neck Squamous Cell Carcinoma Identifies an Oncogenic DOCK5 Variant
    Liu, Chao
    Guo, Theresa
    Xu, Guorong
    Sakai, Akihiro
    Ren, Shuling
    Fukusumi, Takahito
    Ando, Mizuo
    Sadat, Sayed
    Saito, Yuki
    Khan, Zubair
    Fisch, Kathleen M.
    Califano, Joseph
    CLINICAL CANCER RESEARCH, 2018, 24 (20) : 5123 - 5132
  • [45] PES1 is a biomarker of head and neck squamous cell carcinoma and is associated with the tumor microenvironment
    He, Yaodong
    Xiang, Junwei
    Li, Yunshan
    Huang, Wenkai
    Gu, Feihan
    Wang, Yuanyin
    Chen, Ran
    CANCER MEDICINE, 2023, 12 (11): : 12622 - 12638
  • [46] Tumor microenvironment and immune-related therapies of head and neck squamous cell carcinoma
    Qin, Yixiao
    Zheng, Xiwang
    Gao, Wei
    Wang, Binquan
    Wu, Yongyan
    MOLECULAR THERAPY ONCOLYTICS, 2021, 20 : 342 - 351
  • [47] Pyroptosis patterns influence the clinical outcome and immune microenvironment characterization in HPV-positive head and neck squamous cell carcinoma
    Li, Doudou
    Ma, Dong
    Hou, Yuxia
    INFECTIOUS AGENTS AND CANCER, 2023, 18 (01)
  • [48] Advances in tumor immune microenvironment of head and neck squamous cell carcinoma: A review of literature
    Hong, Qichao
    Ding, Shun
    Xing, Chengliang
    Mu, Zhonglin
    MEDICINE, 2024, 103 (09) : E37387
  • [49] Prognosis and Characterization of Immune Microenvironment in Head and Neck Squamous Cell Carcinoma through a Pyroptosis-Related Signature
    Lu, Lin
    Zhang, Peiling
    Cao, Xiaofei
    Guan, Mingmei
    JOURNAL OF ONCOLOGY, 2022, 2022
  • [50] A novel metabolic-related gene signature for predicting clinical prognosis and immune microenvironment in head and neck squamous cell carcinoma
    Cao, Yongxin
    Dai, Zili
    Xie, Guofeng
    Liu, Guihong
    Guo, Liyi
    Zhang, Jian
    EXPERIMENTAL CELL RESEARCH, 2023, 428 (02)