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 50 条
  • [1] Identification of a five-lncRNA signature for predicting the risk of tumor recurrence in patients with breast cancer
    Li, Jie
    Wang, Weida
    Xia, Peng
    Wan, Linyun
    Zhang, Li
    Yu, Lei
    Wang, Lily
    Chen, Xi
    Xiao, Yun
    Xu, Chaohan
    INTERNATIONAL JOURNAL OF CANCER, 2018, 143 (09) : 2150 - 2160
  • [2] An Immune Gene-Related Five-lncRNA Signature for to Predict Glioma Prognosis
    Wang, Xinzhuang
    Gao, Ming
    Ye, Junyi
    Jiang, Qiuyi
    Yang, Quan
    Zhang, Cheng
    Wang, Shengtao
    Zhang, Jian
    Wang, Ligang
    Wu, Jianing
    Zhan, Hua
    Hou, Xu
    Han, Dayong
    Zhao, Shiguang
    FRONTIERS IN GENETICS, 2020, 11
  • [3] Identification and validation of a five-lncRNA signature for predicting survival with targeted drug candidates in ovarian cancer
    Lin, Nuan
    Lin, Jia-zhe
    Tanaka, Yoshiaki
    Sun, Pingnan
    Zhou, Xiaoling
    BIOENGINEERED, 2021, 12 (01) : 3263 - 3274
  • [4] Inconsistency in the expression pattern of a five-lncRNA signature as a potential diagnostic biomarker for gastric cancer in bioinformatics and in vitro
    Ghanei, Mahmoud
    Poursheikhani, Arash
    Aarabi, Azadeh
    Taghehchian, Negin
    Abbaszadegan, Mohammad Reza
    IRANIAN JOURNAL OF BASIC MEDICAL SCIENCES, 2022, 25 (06) : 704 - 714
  • [5] Development and validation of a five-lncRNA signature with prognostic value in colon cancer
    Lv, Ji
    Guo, Ying
    Yan, Lili
    Lu, Yang
    Liu, Dongfeng
    Niu, Jia
    JOURNAL OF CELLULAR BIOCHEMISTRY, 2020, 121 (8-9) : 3780 - 3793
  • [6] Identification and Analysis of An Epigenetically Regulated Five-lncRNA Signature Associated With Outcome and Chemotherapy Response in Ovarian Cancer
    Yang, Hao
    Gao, Lin
    Zhang, Meiling
    Ning, Ning
    Wang, Yan
    Wu, Di
    Li, Xiaomei
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [7] A Panel of Five-lncRNA Signature as a Potential Biomarker for Predicting Survival in Gastric and Thoracic Cancers
    Shao, Jiayue
    Lyu, Wei
    Zhou, Jiehao
    Xu, Wenhui
    Wang, Dandan
    Liang, Shanshan
    Zhao, Jiayin
    Qin, Yujing
    FRONTIERS IN GENETICS, 2021, 12
  • [8] Identification and validation of a five-lncRNA prognostic signature related to Glioma using bioinformatics analysis
    Chunyu Zhang
    Haitao Liu
    Pengfei Xu
    Yinqiu Tan
    Yang Xu
    Long Wang
    Baohui Liu
    Qianxue Chen
    Daofeng Tian
    BMC Cancer, 21
  • [9] Identification and validation of a five-lncRNA prognostic signature related to Glioma using bioinformatics analysis
    Zhang, Chunyu
    Liu, Haitao
    Xu, Pengfei
    Tan, Yinqiu
    Xu, Yang
    Wang, Long
    Liu, Baohui
    Chen, Qianxue
    Tian, Daofeng
    BMC CANCER, 2021, 21 (01)
  • [10] Identification of a Three-lncRNA Signature for Lung Cancer Diagnosis and Prognosis
    Zhang, Bin
    Zhang, Hua
    Gao, Liuwei
    Wane, Changli
    JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S796 - S796