Stemness-related lncRNAs signature as a biologic prognostic model for head and neck squamous cell carcinoma

被引:10
|
作者
Xu, Zejun [1 ,2 ]
Zhang, Min [3 ]
Guo, Zhiqiang [4 ]
Chen, Lin [5 ]
Yang, Xiaolei [6 ]
Li, Xiaoyu [1 ]
Liang, Qian [7 ]
Tang, Yuqing [8 ]
Liu, Jian [4 ]
机构
[1] Hainan Univ, Sch Life Sci, Hainan 570100, Peoples R China
[2] Jinzhou Med Univ, Inst Biol Anthropol, Jinzhou 110000, Liaoning, Peoples R China
[3] Cent South Univ, Xiangya Hosp, Changsha 410000, Hunan, Peoples R China
[4] Fudan Univ, Zhongshan Hosp, Dept Otolaryngol Head & Neck Surg, QingPu Branch, Shanghai 201700, Peoples R China
[5] Community Hlth Serv Ctr, Zhongshan St, Shanghai 201700, Peoples R China
[6] Fourth Peoples Hosp Jinan, Jinan 250031, Peoples R China
[7] Univ Texas Southwestern Med Ctr, Dept Pathol, Dallas, TX 75390 USA
[8] Univ Bristol, Sch Biol Sci, Bristol BS8 1TH, England
关键词
Head and neck squamous cell carcinoma; LncRNAs; Cancer stem cells; Prognostic model; Immune microenvironment; IDENTIFICATION; VALIDATION; EXPRESSION; SURVIVAL; MECHANISMS; UPDATE; TUMORS; GENES; PD-L1;
D O I
10.1007/s10495-023-01832-6
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cancer stem cells (CSCs) and long non-coding RNAs (lncRNAs) are particularly important for tumor cell growth and migration, and recurrence and drug resistance, including head and neck squamous cell carcinoma (HNSCC). The purpose of this study was to explore stemness-related lncRNAs (SRlncRNAs) that could be used for prognosis of patients with HNSCC. HNSCC RNA sequencing data and matched clinical data were obtained from TCGA database, and stem cell characteristic genes related to HNSCC mRNAsi were obtained from the online database by WGCNA analysis, respectively. Further, SRlncRNAs were obtained. Then, the prognostic model was constructed to forecast patient survival through univariate Cox regression and LASSO-Cox method based on SRlncRNAs. Kaplan-Meier, ROC and AUC were used to evaluate the predictive ability of the model. Moreover, we probed the underlying biological functions, signalling pathways and immune status hidden within differences in prognosis of patients. We explored whether the model could guide personalized treatments included immunotherapy and chemotherapy for HNSCC patients. At last, RT-qPCR was performed to analyze the expressions levels of SRlncRNAs in HNSCC cell lines. A SRlncRNAs signature was identified based on 5 SRlncRNAs (AC004943.2, AL022328.1, MIR9-3HG, AC015878.1 and FOXD2-AS1) in HNSCC. Also, risk scores were correlated with the abundance of tumor-infiltrating immune cells, whereas HNSCC-nominated chemotherapy drugs were considerably different from one another. The final finding was that these SRlncRNAs were abnormally expressed in HNSCCCS according to the results of RT-qPCR. These 5 SRlncRNAs signature, as a potential prognostic biomarker, can be utilized for personalized medicine in HNSCC patients.
引用
收藏
页码:860 / 880
页数:21
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