A three miRNAs signature predicts survival in cervical cancer using bioinformatics analysis

被引:54
作者
Liang, Bin [1 ,2 ]
Li, Yunhui [3 ]
Wang, Tianjiao [1 ,2 ]
机构
[1] China Med Univ, Dept Bioinformat, Key Lab Cell Biol, Minist Publ Hlth, Shenyang, Peoples R China
[2] China Med Univ, Key Lab Med Cell Biol, Minist Educ, Coll Basic Med Sci, Shenyang, Peoples R China
[3] 202 Hosp PLA, Dept Clin Lab, Shenyang, Peoples R China
基金
美国国家科学基金会;
关键词
POOR-PROGNOSIS; CELL MIGRATION; EXPRESSION; PATHWAYS; INVASION; MARKER;
D O I
10.1038/s41598-017-06032-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Growing evidences showed that a large number of miRNAs were abnormally expressed in cervical cancer tissues and played irreplaceable roles in tumorigenesis, progression and metastasis. The aim of the present study was to identify the differential miRNAs expression between cervical cancer and normal cervical tissues by analyzing the high-throughput miRNA data downloaded from TCGA database. Additionally, we evaluated the prognostic values of the differentially expressed miRNAs and constructed a three-miRNA signature that could effectively predict patient survival. According to the cut-off criteria (P < 0.05 and vertical bar log(2)FC vertical bar > 2.0), a total of 78 differentially expressed miRNAs were identified between cervical cancer tissues and matched normal tissues, including 37 up-regulated miRNAs and 41 down-regulated miRNAs. The Kaplan-Meier survival method revealed the prognostic function of the three miRNAs (miRNA-145, miRNA-200c, and miRNA-218-1). Univariate and multivariate Cox regression analysis showed that the three-miRNA signature was an independent prognostic factor in cervical cancer. The functional enrichment analysis suggested that the target genes of three miRNAs may be involved in various pathways related to cancer, including MAPK, AMPK, focal adhesion, cGMP-PKG, wnt, and mTOR signaling pathway. Taken together, the present study suggested that three-miRNA signature could be used as a prognostic marker in cervical cancer.
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页数:8
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共 41 条
[1]  
[Anonymous], INT J ONCOL
[2]  
[Anonymous], CELL ONCOL DORDR
[3]   Worldwide burden of cervical cancer in 2008 [J].
Arbyn, M. ;
Castellsague, X. ;
de Sanjose, S. ;
Bruni, L. ;
Saraiya, M. ;
Bray, F. ;
Ferlay, J. .
ANNALS OF ONCOLOGY, 2011, 22 (12) :2675-2686
[4]   Cervical cancer screening in developing countries at a crossroad: Emerging technologies and policy choices [J].
Catarino, Rosa ;
Petignat, Patrick ;
Dongui, Gabriel ;
Vassilakos, Pierre .
WORLD JOURNAL OF CLINICAL ONCOLOGY, 2015, 6 (06) :281-290
[5]   TCGA Expedition: A Data Acquisition and Management System for TCGA Data [J].
Chandran, Uma R. ;
Medvedeva, Olga P. ;
Barmada, M. Michael ;
Blood, Philip D. ;
Chakka, Anish ;
Luthra, Soumya ;
Ferreira, Antonio ;
Wong, Kim F. ;
Lee, Adrian V. ;
Zhang, Zhihui ;
Budden, Robert ;
Scott, J. Ray ;
Berndt, Annerose ;
Berg, Jeremy M. ;
Jacobson, Rebecca S. .
PLOS ONE, 2016, 11 (10)
[6]   miRNA interventions serve as 'magic bullets' in the reversal of glioblastoma hallmarks [J].
Chen, Luyue ;
Kang, Chunsheng .
ONCOTARGET, 2015, 6 (36) :38628-U1021
[7]   Up-regulated microRNA-155 expression is associated with poor prognosis in cervical cancer patients [J].
Fang, Hui ;
Shuang, Dong ;
Yi, Zhong ;
Sheng, Hu ;
Liu, Yang .
BIOMEDICINE & PHARMACOTHERAPY, 2016, 83 :64-69
[8]   Growth factor progranulin promotes tumorigenesis of cervical cancer via PI3K/Akt/mTOR signaling pathway [J].
Feng, Tingting ;
Zheng, Lin ;
Liu, Feng ;
Xu, Xiaoying ;
Mao, Sheng ;
Wang, Xiao ;
Liu, Juan ;
Lu, Yi ;
Zhao, Weiming ;
Yu, Xiuping ;
Tang, Wei .
ONCOTARGET, 2016, 7 (36) :58381-58395
[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]   Human Papillomaviruses Modulate MicroRNA 145 Expression To Directly Control Genome Amplification [J].
Gunasekharan, Vignesh ;
Laimins, Laimonis A. .
JOURNAL OF VIROLOGY, 2013, 87 (10) :6037-6043