Analysis of competing endogenous RNA network identifies a poorly differentiated cancer-specific RNA signature for hepatocellular carcinoma

被引:6
作者
Chen, Qi-Feng [1 ,2 ]
Huang, Tao [2 ]
Si-Tu, Qi-Jiao [2 ]
Wu, Peihong [2 ]
Shen, Lujun [2 ]
Li, Wang [2 ]
Huang, Zilin [2 ]
机构
[1] Sun Yat Sen Univ, Dept Med Imaging & Intervent Radiol, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Canc Ctr, Guangzhou, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Dept Med Imaging & Intervent Radiol, Ctr Canc, 651 Dongfeng East Rd, Guangzhou 510060, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
ceRNA network; hepatocellular carcinoma; lncRNA; poorly differentiation; prognostic biomarker; GROWTH-FACTOR-BETA; PERCUTANEOUS RADIOFREQUENCY ABLATION; 1A7 GENETIC POLYMORPHISMS; NONCODING RNA; RETINOIC ACID; EXPRESSION; RECEPTOR; LNCRNA; METASTASIS; ACTIVATION;
D O I
10.1002/jcb.29454
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Plenty of evidence has suggested that long noncoding RNAs (lncRNAs) play a vital role in competing endogenous RNA (ceRNA) networks. Poorly differentiated hepatocellular carcinoma (PDHCC) is a malignant phenotype. This paper aimed to explore the effect and the underlying regulatory mechanism of lncRNAs on PDHCC as a kind of ceRNA. Additionally, prognosis prediction was assessed. A total of 943 messenger RNAs (mRNAs), 86 miRNAs, and 468 lncRNAs that were differentially expressed between 137 PDHCCs and 235 well-differentiated HCCs were identified. Thereafter, a ceRNA network related to the dysregulated lncRNAs was established according to bioinformatic analysis and included 29 lncRNAs, 9 miRNAs, and 96 mRNAs. RNA-related overall survival (OS) curves were determined using the Kaplan-Meier method. The lncRNA ARHGEF7-AS2 was markedly correlated with OS in HCC (P=.041). Moreover, Cox regression analysis revealed that patients with low ARHGEF7-AS2 expression were associated with notably shorter survival time (P=.038). In addition, the area under the curve values of the lncRNA signature for 1-, 3-, and 5-year survival were 0.806, 0.741, and 0.701, respectively. Furthermore, a lncRNA nomogram was established, and the C-index of the internal validation was 0.717. In vitro experiments were performed to demonstrate that silencing ARHGEF7-AS2 expression significantly promoted HCC cell proliferation and migration. Taken together, our findings shed more light on the ceRNA network related to lncRNAs in PDHCC, and ARHGEF7-AS2 may be used as an independent biomarker to predict the prognosis of HCC.
引用
收藏
页码:2303 / 2317
页数:15
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