A long non-coding RNA signature to improve prognosis prediction of colorectal cancer

被引:142
|
作者
Hu, Ye [1 ,2 ,3 ]
Chen, Hao-Yan [1 ,2 ,3 ]
Yu, Chen-Yang [1 ,2 ,3 ]
Xu, Jie [1 ,2 ,3 ]
Wang, Ji-Lin [1 ,2 ,3 ]
Qian, Jin [1 ,2 ,3 ]
Zhang, Xi [4 ,5 ]
Fang, Jing-Yuan [1 ,2 ,3 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai Inst Digest Dis, Div Gastroenterol & Hepatol, Ren Ji Hosp,Sch Med, Shanghai 200030, Peoples R China
[2] Minist Hlth, Key Lab Gastroenterol & Hepatol, Shanghai, Peoples R China
[3] State Key Lab Oncogene & Related Genes, Shanghai, Peoples R China
[4] Univ Texas MD Anderson Canc Ctr, Dept Biochem, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Mol Biol, Houston, TX 77030 USA
基金
中国国家自然科学基金;
关键词
colorectal cancer; lncRNAs; survival; GSEA; COLON-CANCER; BREAST-CANCER; MICROSATELLITE INSTABILITY; EXPRESSION PROFILES; GENE-EXPRESSION; STAGE-II; SURVIVAL; RECURRENCE; GRP78/BIP; METASTASIS;
D O I
10.18632/oncotarget.1895
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Increasing evidence suggests long non-coding RNAs (lncRNAs) are frequently aberrantly expressed in cancers, however, few related lncRNA signatures have been established for prediction of cancer prognosis. We aimed to develop a lncRNA signature to improve prognosis prediction of colorectal cancer (CRC). Using a lncRNA-mining approach, we performed lncRNA expression profiling in large CRC cohorts from Gene Expression Ominus (GEO), including GSE39582 test series(N=436), internal validation series (N=117); and two independent validation series GSE14333 (N=197) and GSE17536(N=145). We established a set of six lncRNAs that were significantly correlated with the disease free survival (DFS) in the test series. Based on this sixlncRNA signature, the test series patients could be classified into high-risk and lowrisk subgroups with significantly different DFS (HR=2.670; P< 0.0001). The prognostic value of this six-lncRNA signature was confirmed in the internal validation series and another two independent CRC sets. Gene set enrichment analysis (GSEA) analysis suggested that risk score positively correlated with several cancer metastasis related pathways. Functional experiments demonstrated three dysregulated lncRNAs, AK123657, BX648207 and BX649059 were required for efficient invasion and proliferation suppression in CRC cell lines. Our results might provide an efficient classification tool for clinical prognosis evaluation of CRC.
引用
收藏
页码:2230 / 2242
页数:13
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