Long non-coding RNA-based signature for predicting prognosis of hepatocellular carcinoma

被引:11
作者
Cao, Jie [1 ]
Wu, Lili [2 ]
Lei, Xin [1 ]
Shi, Keqing [3 ]
Shi, Liang [3 ]
Shi, Yifen [4 ]
机构
[1] Wenzhou Med Univ, Coll 1, Translat Med Lab, Wenzhou, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 8, Dept Clin Transfus, Shenzhen, Peoples R China
[3] Wenzhou Med Univ, Affiliated Hosp 1, Translat Med Lab, 2 Fuxue Lane, Wenzhou 325000, Peoples R China
[4] Wenzhou Med Univ, Affiliated Hosp 1, Dept Hematol, 2 Fuxue Lane, Wenzhou 325000, Peoples R China
关键词
Long non-coding RNAs; hepatocellular carcinoma; prognosis; The Cancer Genome Atlas; overall survival; PROMOTES; SURVIVAL; SEQ;
D O I
10.1080/21655979.2021.1878763
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Long non-coding RNAs (lncRNAs), as one common type of non-coding RNAs, play a critical role in the tumorigenesis and development of hepatocellular carcinoma (HCC). In the current study, we aimed to assess the correlation between lncRNAs expression levels and prognosis of HCC patients. A lncRNA-based signature was also developed to predict the prognosis of HCC in this work. The lncRNAs expression profiles in tissues of tumor and para-carcinoma were obtained from The Cancer Genome Atlas (TCGA) database. The lncRNA-based prognostic model was established by least absolute shrinkage and selection operator (LASSO). The multivariate Cox-regression analysis was applied to identify the independent risk factors and subsequently developed a prognostic nomogram. Based on the co-expression analyses, we identi?ed the lncRNA-related mRNAs and performed the biological function analysis. Between HCC and para-carcinoma tissues, 220 differentially expressed lncRNAs were filtered. Among these lncRNAs, 19 lncRNAs were identified as prognostic factors and were used to build a prognostic signature of overall survival (OS). Furthermore, a nomogram with high performance for predicting the OS of HCC patients (C-index: 0.779) by combining the 19-lncRNA signature (P < 0.001) and clinicopathologic factors including HBV (P = 0.005) and stage (P =0.017) was established. Functional enrichment analysis revealed that 19 lncRNAs had potential effects on tumor cell proliferation in HCC. In summary, we established a 19-lncRNA signature to predict the prognosis of HCC patients, which may perform a crucial role in guiding the management of HCC.
引用
收藏
页码:673 / 681
页数:9
相关论文
共 31 条
[1]  
Banaudha KK, 2015, METHODS MOL BIOL, V1238, P65, DOI 10.1007/978-1-4939-1804-1_4
[2]   The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data [J].
Cerami, Ethan ;
Gao, Jianjiong ;
Dogrusoz, Ugur ;
Gross, Benjamin E. ;
Sumer, Selcuk Onur ;
Aksoy, Buelent Arman ;
Jacobsen, Anders ;
Byrne, Caitlin J. ;
Heuer, Michael L. ;
Larsson, Erik ;
Antipin, Yevgeniy ;
Reva, Boris ;
Goldberg, Arthur P. ;
Sander, Chris ;
Schultz, Nikolaus .
CANCER DISCOVERY, 2012, 2 (05) :401-404
[3]   Long noncoding RNAs and the genetics of cancer [J].
Cheetham, S. W. ;
Gruhl, F. ;
Mattick, J. S. ;
Dinger, M. E. .
BRITISH JOURNAL OF CANCER, 2013, 108 (12) :2419-2425
[4]   Tumour heterogeneity and resistance to cancer therapies [J].
Dagogo-Jack, Ibiayi ;
Shaw, Alice T. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2018, 15 (02) :81-94
[5]   RETRACTED: Long non-coding RNA TPTEP1 inhibits hepatocellular carcinoma progression by suppressing STAT3 phosphorylation (Retracted Article) [J].
Ding, Hongda ;
Liu, Junpeng ;
Zou, Ruoyao ;
Cheng, Pengrui ;
Su, Yang .
JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2019, 38 (1)
[6]   Diagnostic and Prognostic Potential of AKR1B10 in Human Hepatocellular Carcinoma [J].
DiStefano, Johanna K. ;
Davis, Bethany .
CANCERS, 2019, 11 (04)
[7]  
DiStefano Johanna K, 2017, Noncoding RNA Res, V2, P129, DOI 10.1016/j.ncrna.2017.11.001
[8]   Cytoscape StringApp: Network Analysis and Visualization of Proteomics Data [J].
Doncheva, Nadezhda T. ;
Morris, John H. ;
Gorodkin, Jan ;
Jensen, Lars J. .
JOURNAL OF PROTEOME RESEARCH, 2019, 18 (02) :623-632
[9]   Cancer incidence and mortality worldwide: Sources, methods and major patterns in GLOBOCAN 2012 [J].
Ferlay, Jacques ;
Soerjomataram, Isabelle ;
Dikshit, Rajesh ;
Eser, Sultan ;
Mathers, Colin ;
Rebelo, Marise ;
Parkin, Donald Maxwell ;
Forman, David ;
Bray, Freddie .
INTERNATIONAL JOURNAL OF CANCER, 2015, 136 (05) :E359-E386
[10]   RETRACTED: Silencing Long Non-coding RNA LINC01224 Inhibits Hepatocellular Carcinoma Progression via MicroRNA-330-5p-Induced Inhibition of CHEK1 (Retracted article. See vol. 28, pg. 636, 2022) [J].
Gong, Dan ;
Feng, Peng-Cheng ;
Ke, Xing-Fei ;
Kuang, Hui-Lan ;
Pan, Li-Li ;
Ye, Qiang ;
Wu, Jian-Bing .
MOLECULAR THERAPY-NUCLEIC ACIDS, 2020, 19 :482-497