A composite score based on immune-related gene prognostic index and m6A risk score of head and neck squamous cell carcinoma

被引:4
作者
Yang, Yizhou [1 ,2 ,3 ]
Cai, Zeman [1 ]
Huang, Kaichun [1 ]
Li, Mei [1 ]
Wang, Xiao [1 ,2 ,3 ]
Lin, Yinbing [1 ,2 ,3 ]
Chen, Sijie [1 ,2 ,3 ]
Yang, Zhining [1 ,2 ]
Lin, Zhixiong [1 ,2 ,3 ]
机构
[1] Shantou Univ, Dept Radiat Oncol, Canc Hosp, Med Coll, Shantou, Guangdong, Peoples R China
[2] Shantou Univ, Nasopharyngeal Carcinoma Res Ctr, Med Coll, Shantou, Guangdong, Peoples R China
[3] Shantou Univ, Med Coll, Shantou, Guangdong, Peoples R China
关键词
head and neck squamous cell carcinoma; m(6)A; immunotherapy; tumor immune microenvironment; prognosis; TP53; MUTATIONS; CANCER; MICROENVIRONMENT; IMMUNOTHERAPY; METHYLATION; MACROPHAGES; RECURRENT; SURVIVAL; TARGETS;
D O I
10.3389/fgene.2023.1061569
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: Immunotherapy has been demonstrated favorable in head and neck squamous cell carcinoma (HNSCC). Studies indicated that immune-related gene prognostic index (IRGPI) was a robust signature, and N-6-methyladenosine (m(6)A) methylation had a significant impact on the tumor immune microenvironment (TIME) and immunotherapy of head and neck squamous cell carcinoma. Thus, combining indicated that immune-related gene prognostic index with m(6)A status should offer a better predictive power for immune responses.Methods: Head and neck squamous cell carcinoma samples from the cancer genome atlas (TCGA, n = 498) and gene expression omnibus database (GSE65858, n = 270) were used in this study. Cox regression analysis was used to construct the indicated that immune-related gene prognostic index through immune-related hub genes which were identified by weighted gene co-expression network analysis (WGCNA). The m(6)A risk score was constructed by least absolute shrinkage and selection operator (LASSO) regression analysis. Principal component analysis was used to construct a composite score, and systematically correlate subgroups according to tumor immune microenvironment cell-infiltrating characteristics.Results: A composite score was determined based on indicated that immune-related gene prognostic index and m(6)A risk score. Head and neck squamous cell carcinoma patients in the cancer genome atlas were divided into four subgroups: A (IRGPI-High & m(6)A-risk-High, n = 127), B (IRGPI-High & m(6)A-risk-Low, n = 99), C (IRGPI-Low & m(6)A-risk-High, n = 99), and D (IRGPI-Low & m(6)A-risk-Low, n = 128), and overall survival (OS) was significantly different between subgroups (p < 0.001). The characteristics of tumor immune microenvironment cell infiltration in the four subgroups were significantly different in subgroups (p < 0.05). The receiver operating characteristic (ROC) curves show the predictive value of composite score for overall survival was superior to other scores.Conclusion: The composite score is a promising prognostic signature which might distinguish immune and molecular characteristics, predict prognosis, and guide more effective immunotherapeutic strategies for head and neck squamous cell carcinoma.
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页数:14
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