Immune Infiltrates of m6A RNA Methylation-Related lncRNAs and Identification of PD-L1 in Patients With Primary Head and Neck Squamous Cell Carcinoma

被引:26
作者
Feng, Zi-Yi [1 ]
Gao, Hao-Yu [2 ]
Feng, Tian-Da [3 ]
机构
[1] China Med Univ, Hosp 1, Dept Plast Surg, Shenyang, Peoples R China
[2] China Med Univ, Hosp 1, Dept Students, Shenyang, Peoples R China
[3] China Med Univ, Shengjing Hosp, Dept Neurosurg, Shenyang, Peoples R China
关键词
HNSCC; m(6)A regulators; PD-L1; lncRNA; biomarker; survival analysis; tumor microenvironment; TUMOR MICROENVIRONMENT; EXPRESSION; LANDSCAPE;
D O I
10.3389/fcell.2021.672248
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background: The purpose of this study was to determine the association between m(6)A-modified lncRNAs, immune infiltration, and PD-L1 expression in patients with primary head and neck squamous cell carcinoma (HNSCC) and the prognostic value of m(6)A RNA methylation-related lncRNAs in HNSCC. Methods: We downloaded the RNA-seq transcriptome data and the clinical information for HNSCC from the TCGA databases and used consensus clustering analysis to divide the samples into two groups. To identify a risk signature, least absolute shrinkage and selection operator (LASSO) analyses were conducted. the association between m(6)A-modified lncRNAs, immune infiltration, and PD-L1 expression were detected by using the R packages. What is more, we used cBioPortal tools to identify genomic alterations and PD-L1 mutations and Gene set enrichment analysis (GSEA) was utilized to predict downstream access of two clusters. Results: Notably, lncRNAs play significant roles in tumorigenesis and development. In total, we identified two subtypes of HNSCC according to consensus clustering of the m(6)A RNA methylation-related lncRNAs, and the T, grade and age were proven to be related to the subtypes. The Cox regression and LASSO analyses identified a risk signature including GRHL3-AS1, AL121845.4, AC116914.2, AL513190.1. The prognostic value of the risk signature was then proven. The selected gene PD-L1 mutations and the immune infiltration in both groups were further explored. Conclusion: Collectively, our study elucidated the important role of m(6)A RNA methylation- related lncRNAs in tumor microenvironment of HNSCC. The proposed m(6)A RNA methylation- related lncRNAs might serve as crucial mediators of tumor microenvironment of HNSCC, representing promising therapeutic targets in improving immunotherapeutic efficacy.
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页数:15
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