Prognostic 4-lncRNA-based risk model predicts survival time of patients with head and neck squamous cell carcinoma

被引:33
|
作者
Xing, Lu [1 ]
Zhang, Xiaoqian [2 ]
Chen, Anwei [3 ]
机构
[1] Shandong Univ, Sch Stomatol, Shandong Prov Key Lab Oral Tissue Regenerat, Jinan 250012, Shandong, Peoples R China
[2] Kunming Med Univ, Haiyuan Coll, Dept Stomatol, Kunming 650000, Yunnan, Peoples R China
[3] Shandong Univ, Inst Stomatol, Qilu Hosp, Dept Oral & Maxillofacial Surg, 107 Wenhua West Rd, Jinan 250000, Shandong, Peoples R China
关键词
head and neck squamous cell carcinoma; The Cancer Genome Atlas; RNA-sequencing; long non-coding RNA; Kaplan-Meier; survival analysis; LONG NONCODING RNAS; EXPRESSION SIGNATURE; CANCER; LNCRNA;
D O I
10.3892/ol.2019.10670
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Head and neck squamous cell carcinoma (HNSCC) is a common malignant disease with high mortality rates. Recently, long non-coding RNAs (lncRNAs) have been demonstrated to participate in a number of important biological functions and could serve as prognostic biomarkers in the field of oncology. Therefore, the present study aimed to identify an lncRNA-based model that was associated with prognosis. RNA-sequencing data was downloaded from The Cancer Genome Atlas and R software was used to analyze the data. Univariate analyses, robust likelihood analyses and multivariate analyses were performed to screen out key lncRNA candidates associated with prognosis and construct a risk model. A Kaplan-Meier plot was constructed for survival analysis. LncBase and Starbase were used to identify the miRNA and protein targets. Gene set enrichment analysis was used for functional analysis. As a result, a 4-lncRNA (ALMS1-IT1, RP11-359J14.2, CTB-178M22.2 and RP11-347C18.5) based risk model was identified and patients in the high-risk group were revealed to have a lower survival rate than patients in the low-risk group. A nomogram that could predict the survival of patients was plotted. A total of 79 target miRNAs and 61 target proteins were identified. The gene set enrichment analysis results revealed that nutrient metabolism pathways were enriched in the high-risk group and immune regulation pathways were enriched in the low-risk group. In summary, a 4-lncRNA based risk model was identified that was associated with prognosis, which may serve as a prognosis prediction biomarker for HNSCC.
引用
收藏
页码:3304 / 3316
页数:13
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