Molecular characterization of papillary thyroid carcinoma: a potential three-lncRNA prognostic signature

被引:18
作者
You, Xin [1 ,2 ]
Yang, Sheng [3 ]
Sui, Jing [3 ]
Wu, Wenjuan [3 ]
Liu, Tong [3 ]
Xu, Siyi [3 ]
Cheng, Yanping [3 ]
Kong, Xiaoling [3 ]
Liang, Geyu [3 ]
Yao, Yongzhong [1 ,2 ]
机构
[1] Nanjing Univ, Med Sch, Nanjing Drum Tower Hosp, Dept Gen Surg,Affiliated Hosp, Zhongshan Rd 321, Nanjing 210008, Jiangsu, Peoples R China
[2] Southeast Univ, Sch Med, Dept Gen Surg, Nanjing, Jiangsu, Peoples R China
[3] Southeast Univ, Sch Publ Hlth, Minist Educ, Key Lab Environm Med Engn, Nanjing, Jiangsu, Peoples R China
来源
CANCER MANAGEMENT AND RESEARCH | 2018年 / 10卷
基金
中国国家自然科学基金;
关键词
The Cancer Genome Atlas; long noncoding RNAs; overall survival; risk score; CANCER; EXPRESSION; RNA; GENE; PROLIFERATION; ASSOCIATION; NETWORK;
D O I
10.2147/CMAR.S174874
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Papillary thyroid carcinoma (PTC), the most frequent type of malignant thyroid tumor, lacks novel and reliable biomarkers of patients' prognosis. In the current study, we mined The Cancer Genome Atlas (TCGA) to develop lncRNA signature of PTC. Patients and methods: The intersection of PTC lncRNAs was obtained from the TCGA database using integrative computational method. By the univariate and multivariate Cox analysis, key lncRNAs were identified to construct the prognostic model. Then, all patients were divided into the high-risk group and low-risk group to perform the Kaplan-Meier (K-M) survival curves and time-dependent receiver operating characteristic (ROC) curve, estimating the prognostic power of the prognostic model. Functional enrichment analysis was also performed. Finally, we verified the results of the TCGA analysis by the Gene Expression Omnibus (GEO) databases and quantitative real-time PCR (qRT-PCR). Results: After the comprehensive analysis, a three-lncRNA signature (PRSS3P2, KRTAP5-AS1 and PWAR5) was obtained. Interestingly, patients with low-risk scores tended to gain obviously longer survival time, and the area under the time-dependent ROC curve was 0.739. Furthermore, gene ontology (GO) and pathway analysis revealed the tumorigenic and prognostic function of the three lncRNAs. We also found three potential transcription factors to help understand the mechanisms of the PTC-specific lncRNAs. Finally, the GEO databases and q RT-PCR validation were consistent with our TCGA bioinformatics results. Conclusion: We built a three-lncRNA signature by mining the TOGA database, which could effectively predict the prognosis of PTC.
引用
收藏
页码:4297 / 4310
页数:14
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