Identification and verification of eight cancer-associated fibroblasts related genes as a prognostic signature for head and neck squamous cell carcinoma

被引:11
作者
Dong, Lei [1 ,2 ]
Sun, Qi [1 ,2 ]
Song, Fei [1 ,2 ]
Song, Xiaoyu [1 ,2 ]
Lu, Congxian [1 ,2 ]
Li, Yumei [1 ,2 ]
Song, Xicheng [1 ,2 ]
机构
[1] Shandong Univ, Yantai Yuhuangding Hosp, Dept Otorhinolaryngol Head & Neck Surg, Jinan, Peoples R China
[2] Shandong Prov Clinical Res Ctr Otorhinolaryngol, Yantai, Peoples R China
关键词
Cancer-associated fibroblasts; Prognostic signature; Immune cell infiltration; Head and neck squamous cell carcinoma; REGULATORY T-CELLS; HEPATOCELLULAR-CARCINOMA; TUMOR MICROENVIRONMENT; STANNIOCALCIN; EXPRESSION; THROMBOSPONDIN-1; RESISTANCE; IMMUNITY; MACROPHAGES; PROGRESSION;
D O I
10.1016/j.heliyon.2023.e14003
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cancer-associated fibroblasts (CAFs) can exert their immunosuppressive effects by secreting various effectors that are involved in the regulation of tumor-infiltrating immune cells as well as other immune components in the tumor immune microenvironment (TIME), thereby promoting tumorigenesis, progression, metastasis, and drug resistance. Although a large number of studies suggest that CAFs play a key regulatory role in the development of head and neck squamous cell carcinoma (HNSCC), there are limited studies on the relevance of CAFs to the prognosis of HNSCC. In this study, we identified a prognostic signature containing eight CAF-related genes for HNSCC by univariate Cox analysis, lasso regression, stepwise regression, and multivariate Cox analysis. Our validation in primary cultures of CAFs from human HNSCC and four human HNSCC cell lines confirmed that these eight genes are indeed characteristic markers of CAFs. Immune cell infiltration differences analysis between high-risk and low-risk groups according to the eight CAF-related genes signature hinted at CAFs regulatory roles in the TIME, further revealing its potential role on prognosis. The signature of the eight CAF-related genes was validated in different inde-pendent validation cohorts and all showed that it was a valid marker for prognosis. The signifi-cantly higher overall survival (OS) in the low-risk group compared to the high-risk group was confirmed by Kaplan-Meier (K-M) analysis, suggesting that the signature of CAF-related genes can be used as a non-invasive predictive tool for HNSCC prognosis. The low-risk group had signifi-cantly higher levels of tumor-killing immune cell infiltration, as confirmed by CIBERSORT analysis, such as CD8(+) T cells, follicular helper T cells, and Dendritic cells (DCs) in the low-risk
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页数:16
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