Identification of the lncRNA-miRNA-mRNA network associated with gastric cancer via integrated bioinformatics analysis

被引:10
作者
Ma, Xiao-Yu [1 ]
Ma, Yu [2 ]
Zhou, Huan [1 ]
Zhang, Hui-Jing [1 ]
Sun, Ming-Jun [1 ]
机构
[1] China Med Univ, Affiliated Hosp 1, Dept Gastrointestinal Endoscopy, 155 North Nanjing St, Shenyang 110001, Liaoning, Peoples R China
[2] China Med Univ, Affiliated Hosp 1, Dept Nucl Med, Shenyang 110001, Liaoning, Peoples R China
关键词
gastric cancer; long non-coding RNA; microRNA; bioinformatics analysis; gene expression omnibus; protein-protein interaction network; ACTIVATED PROTEIN-KINASE; GENE-EXPRESSION OMNIBUS; CELL-PROLIFERATION; TUMOR-SUPPRESSOR; PI3K/AKT PATHWAY; GROWTH; METASTASIS; MIGRATION; PROGNOSIS; APOPTOSIS;
D O I
10.3892/ol.2019.10922
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
The aim of the present study was to investigate the long non-coding RNA (lncRNA)-microRNA (miRNA)-mRNA regulatory network in gastric cancer (GC) using bioinformatics analysis. Two mRNA gene expression profiles, GSE79973 and GSE54129, and two miRNA expression profiles, GSE93415 and GSE78091, were downloaded from the Gene Expression Omnibus database. The differentially expressed mRNAs (DEMs) and the differentially expressed miRNAs (DEMis) were merged separately. Gene ontology and pathway enrichment analysis were conducted using the Database for Annotation, Visualization and Integrated Discovery. A protein-protein interaction (PPI) network was then constructed and the 10 top hub genes in the network were analyzed using the Search Tool for the Retrieval of Interacting Genes. The lncRNA-miRNA-mRNA networks were visualized using Cytoscape software. As a result, 158 shared DEMs (40 upregulated and 118 downregulated) were identified from two mRNA datasets. A total of 30 upregulated miRNAs and 1 downregulated miRNA functioned as DEMis. The PPI network consisted of 129 nodes and 572 interactions. The 10 top hub genes were selected by degree using Cytohubba, including Jun proto-oncogene, mitogen-activated protein kinase (MAPK)3, transforming growth factor-beta 1, Fos proto-oncogene, AP-1 transcription factor subunit, interleukin (IL)-8, MAPK1, RELA proto-oncogene nuclear factor-kappa B subunit, interferon regulatory factor 7, ubiquitin like modifier and vascular endothelial growth factor A. In the lncRNA-miRNA-mRNA network, a total of 1,215 regulatory associations were constructed using Cytoscape. In conclusion, the present study provides a novel perspective of the molecular mechanisms underlying GC by identifying the lncRNA-miRNA-mRNA regulatory network via bioinformatics analysis.
引用
收藏
页码:5769 / 5784
页数:16
相关论文
共 64 条
[1]   Upregulated Akt signaling adjacent to gastric cancers: implications for screening and chemoprevention [J].
Ang, KL ;
Shi, DL ;
Keong, WW ;
Epstein, RJ .
CANCER LETTERS, 2005, 225 (01) :53-59
[2]  
[Anonymous], SCI REP UK
[3]   An automated method for finding molecular complexes in large protein interaction networks [J].
Bader, GD ;
Hogue, CW .
BMC BIOINFORMATICS, 2003, 4 (1)
[4]   Classical VEGF, Notch and Ang signalling in cancer angiogenesis, alternative approaches and future directions (Review) [J].
Caporarello, Nunzia ;
Lupo, Gabriella ;
Olivieri, Melania ;
Cristaldi, Martina ;
Cambria, Maria Teresa ;
Salmeri, Mario ;
Anfuso, Carmelina Daniela .
MOLECULAR MEDICINE REPORTS, 2017, 16 (04) :4393-4402
[5]   Long non-coding RNA XIST regulates gastric cancer progression by acting as a molecular sponge of miR-101 to modulate EZH2 expression [J].
Chen, Dong-liang ;
Ju, Huai-qiang ;
Lu, Yun-xin ;
Chen, Le-zong ;
Zeng, Zhao-lei ;
Zhang, Dong-sheng ;
Luo, Hui-yan ;
Wang, Feng ;
Qiu, Miao-zhen ;
Wang, De-shen ;
Xu, Da-zhi ;
Zhou, Zhi-wei ;
Pelicano, Helene ;
Huang, Peng ;
Xie, Dan ;
Wang, Feng-hua ;
Li, Yu-hong ;
Xu, Rui-hua .
JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH, 2016, 35
[6]   Nasopharyngeal carcinoma: molecular biomarker discovery and progress [J].
Cho, William Chi-shing .
MOLECULAR CANCER, 2007, 6 (1)
[7]   MiR-375 frequently downregulated in gastric cancer inhibits cell proliferation by targeting JAK2 [J].
Ding, Ling ;
Xu, Yanjun ;
Zhang, Wei ;
Deng, Yujie ;
Si, Misi ;
Du, Ying ;
Yao, Haomi ;
Liu, Xuyan ;
Ke, Yuehai ;
Si, Jianmin ;
Zhou, Tianhua .
CELL RESEARCH, 2010, 20 (07) :784-793
[8]   Identification of genes epigenetically silenced by CpG methylation in human gastric carcinoma [J].
Do Jee, Chang ;
Kim, Min A. ;
Jung, Eun Ji ;
Kim, Jin ;
Kim, Woo Ho .
EUROPEAN JOURNAL OF CANCER, 2009, 45 (07) :1282-1293
[9]   miRWalk2.0: a comprehensive atlas of microRNA-target interactions [J].
Dweep, Harsh ;
Gretz, Norbert .
NATURE METHODS, 2015, 12 (08) :697-697
[10]   miRWalk - Database: Prediction of possible miRNA binding sites by "walking" the genes of three genomes [J].
Dweep, Harsh ;
Sticht, Carsten ;
Pandey, Priyanka ;
Gretz, Norbert .
JOURNAL OF BIOMEDICAL INFORMATICS, 2011, 44 (05) :839-847