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
相关论文
共 63 条
  • [51] SKP2 Promotes Hepatocellular Carcinoma Progression Through Nuclear AMPK-SKP2-CARM1 Signaling Transcriptionally Regulating Nutrient-Deprived Autophagy Induction
    Wei, Xiaoshuang
    Li, Xu
    Yan, Wei
    Zhang, Xinghua
    Sun, Yu
    Zhang, Feng
    [J]. CELLULAR PHYSIOLOGY AND BIOCHEMISTRY, 2018, 47 (06) : 2484 - 2497
  • [52] LC-MS/MS quantification of sulfotransferases is better than conventional immunogenic methods in determining human liver SULT activities: implication in precision medicine
    Xie, Cong
    Yan, Tong-meng
    Chen, Jia-mei
    Li, Xiao-yan
    Zou, Juan
    Zhu, Li-jun
    Lu, Lin-lin
    Wang, Ying
    Zhou, Fu-yuan
    Liu, Zhong-qiu
    Hu, Ming
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [53] Identification of lncRNA FAM83H-AS1 as a novel prognostic marker in luminal subtype breast cancer
    Yang, Fan
    Lv, Shi-Xu
    Lv, Lin
    Liu, Ye-Huan
    Dong, Si-Yang
    Yao, Zhi-Han
    Dai, Xuan-xuan
    Zhang, Xiao-Hua
    Wang, Ou-Chen
    [J]. ONCOTARGETS AND THERAPY, 2016, 9 : 7039 - 7045
  • [54] Co-culture of dendritic cells and cytokine-induced killer cells effectively suppresses liver cancer stem cell growth by inhibiting pathways in the immune system
    Yang, Tao
    Zhang, Wenjun
    Wang, Li
    Xiao, Chunyan
    Wang, Li
    Gong, Yi
    Huang, Dehong
    Guo, Bingling
    Li, Qiying
    Xiang, Ying
    Nan, Yingyu
    [J]. BMC CANCER, 2018, 18
  • [55] Global signatures of protein binding on structured RNAs in Saccharomyces cerevisiae
    Yang YuCheng
    Umetsu, Jumpei
    Lu, Zhi John
    [J]. SCIENCE CHINA-LIFE SCIENCES, 2014, 57 (01) : 22 - 35
  • [56] Pseudogene PTENP1 Functions as a Competing Endogenous RNA to Suppress Clear-Cell Renal Cell Carcinoma Progression
    Yu, Gan
    Yao, Weimin
    Gumireddy, Kiranmai
    Li, Anping
    Wang, Ji
    Xiao, Wei
    Chen, Ke
    Xiao, Haibing
    Li, Heng
    Tang, Kun
    Ye, Zhangqun
    Huang, Qihong
    Xu, Hua
    [J]. MOLECULAR CANCER THERAPEUTICS, 2014, 13 (12) : 3086 - 3097
  • [57] Yu HC, 2005, WORLD J GASTROENTERO, V11, P1439
  • [58] Targeting the crosstalk between cytokine-induced killer cells and myeloid-derived suppressor cells in hepatocellular carcinoma
    Yu, Su Jong
    Ma, Chi
    Heinrich, Bernd
    Brown, Zachary J.
    Sandhu, Milan
    Zhang, Qianfei
    Fu, Qiong
    Agdashian, David
    Rosato, Umberto
    Korangy, Firouzeh
    Greten, Tim F.
    [J]. JOURNAL OF HEPATOLOGY, 2019, 70 (03) : 449 - 457
  • [59] Cancer Specific Long Noncoding RNAs Show Differential Expression Patterns and Competing Endogenous RNA Potential in Hepatocellular Carcinoma
    Zhang, Jian
    Fan, Dahua
    Jian, Zhixiang
    Chen, George G.
    Lai, Paul B. S.
    [J]. PLOS ONE, 2015, 10 (10):
  • [60] lncRNA Up-Regulated in Nonmuscle Invasive Bladder Cancer Facilitates Tumor Growth and Acts as a Negative Prognostic Factor of Recurrence
    Zhang, Simin
    Zhong, Guangzheng
    He, Wang
    Yu, Hao
    Huang, Jian
    Lin, Tianxin
    [J]. JOURNAL OF UROLOGY, 2016, 196 (04) : 1270 - 1278