Identification of long noncoding RNAs biomarkers in patients with hepatitis B virus-associated hepatocellular carcinoma

被引:0
作者
Mou, Yonghua [1 ]
Wan, Dongguo [2 ]
Xing, Renwei [1 ]
Nie, Hanqiu [1 ]
Mou, Yiping [3 ]
Zhang, Yang [1 ]
Zhou, Xianfei [1 ]
机构
[1] Taizhou Univ, Taizhou Municipal Hosp, Dept Hepatobiliary Surg, Taizhou, Zhejiang, Peoples R China
[2] Taizhou Univ, Taizhou Municipal Hosp, Dept Clin Lab Med, Taizhou, Zhejiang, Peoples R China
[3] Zhejiang Peoples Hosp, Dept Gastrointestinal Surg, Hangzhou, Zhejiang, Peoples R China
关键词
Hepatocellular carcinoma (HCC); hepatitis B virus (HBV); biomarker; long noncoding RNAs (lncRNAs); SERUM RETINOL; LIVER-CANCER; PATHWAYS; JAK/STAT; NETWORK; LEVEL; CELLS; RISK;
D O I
10.3233/CBM-181424
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BACKGROUND: Hepatocellular carcinoma (HCC) is one of the most common and aggressive cancer worldwide and chronic infection of hepatitis B virus (HBV) serve as one of leading causes of HCC. OBJECTIVE: This study aimed to identify the novel long noncoding RNAs (lncRNAs) biomarkers for HBV-associated HCC. METHODS: The lncRNA and mRNA expression profiles of HCC patients with HBV infection were downloaded from The Cancer Genome Atlas. The differentially expressed lncRNAs (DElncRNAs) and mRNAs (DEmRNAs) between HCC and adjacent tissues were identified. The optimal diagnostic and prognostic lncRNA biomarkers for HCC were identified by using feature selection procedure and classification model. Functional annotation of DEmRNAs co-expressed with these lncRNAs biomarkers were performed. Receiver operating characteristic (ROC) curve and survival analysis of these lncRNAs biomarkers were performed. qRT-PCR validation was performed. RESULTS: A total of 82 DElncRNAs and 805 DEmRNAs between HBV-associated HCC and normal tissues were identified. CAPN10-AS1, LINC01093, RP5-890E16.2, FENDRR and C17orf82 were selected as optimal diagnostic and prognostic lncRNA biomarkers for HBV-associated HCC that were co-expressed with 105, 86, 70, 30 and 1 DEmRNAs, respectively. Based on the DEmRNAs co-expressed with these five lncRNAs biomarkers, Jak-STAT signaling pathway and retinol metabolism were two significantly enriched pathways. The result in qRT-PCR validation were consistent with our analysis based on TCGA, generally. CONCLUSIONS: This study identified five potential lncRNAs biomarkers for HBV-associated HCC with great diagnostic and prognostic value and provided clues for their functions in HBV-associated HCC.
引用
收藏
页码:95 / 106
页数:12
相关论文
共 29 条
[1]   CYP4A11 is repressed by retinoic acid in human liver cells [J].
Antoun, Joseph ;
Amet, Yolande ;
Simon, Brigitte ;
Dréano, Yvonne ;
Corlu, Anne ;
Corcos, Laurent ;
Salaun, Jean Pierre ;
Plée-Gautier, Emmanuelle .
FEBS LETTERS, 2006, 580 (14) :3361-3367
[2]   Cross-Species Regulatory Network Analysis Identifies a Synergistic Interaction between FOXM1 and CENPF that Drives Prostate Cancer Malignancy [J].
Aytes, Alvaro ;
Mitrofanova, Antonina ;
Lefebvre, Celine ;
Alvarez, Mariano J. ;
Castillo-Martin, Mireia ;
Zheng, Tian ;
Eastham, James A. ;
Gopalan, Anuradha ;
Pienta, Kenneth J. ;
Shen, Michael M. ;
Califano, Andrea ;
Abate-Shen, Cory .
CANCER CELL, 2014, 25 (05) :638-651
[3]   Ubiquitous activation of Ras and Jak/Stat pathways in human HCC [J].
Calvisi, DF ;
Ladu, S ;
Gorden, A ;
Farina, M ;
Conner, EA ;
Lee, JS ;
Factor, VM ;
Thorgeirsson, SS .
GASTROENTEROLOGY, 2006, 130 (04) :1117-1128
[4]   Co-expression network analysis identified six hub genes in association with metastasis risk and prognosis in hepatocellular carcinoma [J].
Chen, Pengfei ;
Wang, Fan ;
Feng, Juerong ;
Zhou, Rui ;
Chang, Ying ;
Liu, Jing ;
Zhao, Qiu .
ONCOTARGET, 2017, 8 (30) :48948-48958
[5]   Non-coding RNAs: new players in eukaryotic biology [J].
Costa, FF .
GENE, 2005, 357 (02) :83-94
[6]   Diagnosis, prognosis and bioinformatics analysis of lncRNAs in hepatocellular carcinoma [J].
Dai, Meiyu ;
Chen, Siyuan ;
Wei, Xiaomou ;
Zhu, Xuan ;
Lan, Fang ;
Dai, Shengming ;
Qin, Xue .
ONCOTARGET, 2017, 8 (56) :95799-95809
[7]   Genome-Wide Analysis of Long Noncoding RNA (lncRNA) Expression in Hepatoblastoma Tissues [J].
Dong, Rui ;
Jia, Deshui ;
Xue, Ping ;
Cui, Ximao ;
Li, Kai ;
Zheng, Shan ;
He, Xianghuo ;
Dong, Kuiran .
PLOS ONE, 2014, 9 (01)
[8]   Annual report to the nation on the status of cancer, 1975-2004, featuring cancer in American Indians and Alaska natives [J].
Espey, David K. ;
Wu, Xiao-Cheng ;
Swan, Judith ;
Wiggins, Charles ;
Jim, Melissa A. ;
Ward, Elizabeth ;
Wingo, Phyllis A. ;
Howe, Holly L. ;
Ries, Lynn A. G. ;
Miller, Barry A. ;
Jemal, Ahmedin ;
Ahmed, Faruque ;
Cobb, Nathaniel ;
Kaur, Judith S. ;
Edwards, Brenda K. .
CANCER, 2007, 110 (10) :2119-2152
[9]   Long noncoding RNAs in innate and adaptive immunity [J].
Fitzgerald, Katherine A. ;
Caffrey, Daniel R. .
CURRENT OPINION IN IMMUNOLOGY, 2014, 26 :140-146
[10]   Regularization Paths for Generalized Linear Models via Coordinate Descent [J].
Friedman, Jerome ;
Hastie, Trevor ;
Tibshirani, Rob .
JOURNAL OF STATISTICAL SOFTWARE, 2010, 33 (01) :1-22