Identification of a five-lncRNA signature for the diagnosis and prognosis of gastric cancer

被引:26
作者
Fan, Zhi-yuan [1 ]
Liu, Wentao [1 ]
Yan, Chao [1 ]
Zhu, Zheng-lun [1 ]
Xu, Wei [1 ]
Li, Jian-fang [1 ]
Su, Liping [1 ]
Li, Chen [1 ]
Zhu, Zheng-gang [1 ]
Liu, Bingya [1 ]
Yan, Min [1 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Inst Digest Surg, Shanghai Key Lab Gastr Neoplasms, Dept Surg,Ruijin Hosp,Sch Med, Shanghai 200025, Peoples R China
基金
中国国家自然科学基金;
关键词
LncRNA; Diagnosis; Prognosis; Gastric cancer; LONG NONCODING RNAS; POOR-PROGNOSIS; EXPRESSION; PATHWAY; OVEREXPRESSION; PROGRESSION; METASTASIS; STATISTICS; ACTIVATION; MIGRATION;
D O I
10.1007/s13277-016-5185-9
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer (GC) is one of the most aggressive malignancies and has a poor prognosis. Identifying novel diagnostic and prognostic markers is of great importance for the management and treatment of GC. Long non-coding RNAs (lncRNAs), which are involved in multiple processes during the development and progression of cancer, may act as potential biomarkers of GC. Here, by performing data mining using four microarray data sets of GC downloaded from the Gene Expression Omnibus (GEO) database with different classifiers and risk score analyses, we identified a five-lncRNA signature (AK001094, AK024171, AK093735, BC003519 and NR_003573) displaying both diagnostic and prognostic values for GC. The results of the Kaplan-Meier survival analysis and log-rank test showed that the risk score based on this five-lncRNA signature was closely associated with overall survival time (p = 0.0001). Further analysis revealed that the risk score is an independent predictor of prognosis. Quantitative reverse transcription polymerase chain reaction (qRT-PCR) analysis of 30 pairs of GC tissue samples confirmed that the five lncRNAs were dysregulated in GC, and receiver operating characteristic (ROC) curves showed the high diagnostic ability of combining the five lncRNAs, with an area under the curve (AUC) of 0.95 +/- A 0.025. The five lncRNAs involved in several cancer-related pathways were identified using gene set enrichment analysis (GSEA). These findings indicate that the five-lncRNA signature may have a good clinical applicability for determining the diagnosis and predicting the prognosis of GC.
引用
收藏
页码:13265 / 13277
页数:13
相关论文
共 47 条
[1]   The c-Myc oncogene directly induces the H19 noncoding RNA by allele-specific binding to potentiate tumorigenesis [J].
Barsyte-Lovejoy, Dalia ;
Lau, Suzanne K. ;
Boutros, Paul C. ;
Khosravi, Fereshteh ;
Jurisica, Igor ;
Andrulis, Irene L. ;
Tsao, Ming S. ;
Penn, Linda Z. .
CANCER RESEARCH, 2006, 66 (10) :5330-5337
[2]   Cancer Statistics in China, 2015 [J].
Chen, Wanqing ;
Zheng, Rongshou ;
Baade, Peter D. ;
Zhang, Siwei ;
Zeng, Hongmei ;
Bray, Freddie ;
Jemal, Ahmedin ;
Yu, Xue Qin ;
He, Jie .
CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (02) :115-132
[3]   PCA3: From basic molecular science to the clinical lab [J].
Day, John R. ;
Jost, Matthias ;
Reynolds, Mark A. ;
Groskopf, Jack ;
Rittenhouse, Harry .
CANCER LETTERS, 2011, 301 (01) :1-6
[4]   KEGG-PATH: Kyoto encyclopedia of genes and genomes-based pathway analysis using a path analysis model [J].
Du, Junli ;
Yuan, Zhifa ;
Ma, Ziwei ;
Song, Jiuzhou ;
Xie, Xiaoli ;
Chen, Yulin .
MOLECULAR BIOSYSTEMS, 2014, 10 (09) :2441-2447
[5]   Long non-coding RNAs: new players in cell differentiation and development [J].
Fatica, Alessandro ;
Bozzoni, Irene .
NATURE REVIEWS GENETICS, 2014, 15 (01) :7-21
[6]   Overexpression of CD88 predicts poor prognosis in non-small-cell lung cancer [J].
Gu, Jie ;
Ding, Jian-yong ;
Lu, Chun-lai ;
Lin, Zong-wu ;
Chu, Yi-wei ;
Zhao, Guang-yin ;
Guo, Jing ;
Ge, Di .
LUNG CANCER, 2013, 81 (02) :259-265
[7]   Hepatocyte growth factor (HGF) upregulates heparanase expression via the PI3K/Akt/NF-κB signaling pathway for gastric cancer metastasis [J].
Hao, Ning-Bo ;
Tang, Bo ;
Wang, Guo-Zheng ;
Xie, Rui ;
Hu, Chang-Jiang ;
Wang, Su-Min ;
Wu, Yu-Yun ;
Liu, En ;
Xie, Xia ;
Yang, Shi-Ming .
CANCER LETTERS, 2015, 361 (01) :57-66
[8]   Long Noncoding RNA GAPLINC Regulates CD44-Dependent Cell Invasiveness and Associates with Poor Prognosis of Gastric Cancer [J].
Hu, Ye ;
Wang, Jilin ;
Qian, Jin ;
Kong, Xuan ;
Tang, Jieting ;
Wang, Yingchao ;
Chen, Haoyan ;
Hong, Jie ;
Zou, Weiping ;
Chen, Yingxuan ;
Xu, Jie ;
Fang, Jing-Yuan .
CANCER RESEARCH, 2014, 74 (23) :6890-6902
[9]   Plasma microRNAs are promising novel biomarkers for early detection of colorectal cancer [J].
Huang, Zhaohui ;
Huang, Dan ;
Ni, Shujuan ;
Peng, Zhilei ;
Sheng, Weiqi ;
Du, Xiang .
INTERNATIONAL JOURNAL OF CANCER, 2010, 127 (01) :118-126
[10]   Large non-coding RNAs: missing links in cancer? [J].
Huarte, Maite ;
Rinn, John L. .
HUMAN MOLECULAR GENETICS, 2010, 19 :R152-R161