Integrated analysis of lncRNA-miRNA-mRNA ceRNA network and the potential prognosis indicators in sarcomas

被引:25
作者
Gao, Lu [1 ]
Zhao, Yu [2 ]
Ma, Xuelei [3 ,4 ]
Zhang, Ling [2 ]
机构
[1] Southwest Jiaotong Univ, Coll Med, Chengdu 610031, Sichuan, Peoples R China
[2] Gen Hosp Western Theater Command, Dept Oncol, Chengdu 610083, Sichuan, Peoples R China
[3] Sichuan Univ, West China Hosp, Dept Biotherapy, Chengdu 610041, Sichuan, Peoples R China
[4] Sichuan Univ, State Key Lab Biotherapy, Chengdu 610041, Sichuan, Peoples R China
关键词
Sarcomas; CeRNA network; Overall survival; Prognosis indicators;
D O I
10.1186/s12920-021-00918-x
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Competitive endogenous RNA (ceRNA) networks have revealed a new mechanism of interaction between RNAs, and play crucial roles in multiple biological processes and development of neoplasms. They might serve as diagnostic and prognosis markers as well as therapeutic targets. Methods In this work, we identified differentially expressed mRNAs (DEGs), lncRNAs (DELs) and miRNAs (DEMs) in sarcomas by comparing the gene expression profiles between sarcoma and normal muscle samples in Gene Expression Omnibus (GEO) datasets. Gene ontology (GO) and Kyoto encyclopedia of genes and genomes (KEGG) pathway enrichment analyses were applied to investigate the primary functions of the overlapped DEGs. Then, lncRNA-miRNA and miRNA-mRNA interactions were predicted, and the ceRNA regulatory network was constructed using Cytoscape software. In addition, the protein-protein interaction (PPI) network and survival analysis were performed. Results A total of 1296 DEGs were identified in sarcoma samples by combining the GO and KEGG enrichment analyses, 338 DELs were discovered after the probes were reannotated, and 36 DEMs were ascertained through intersecting two different expression miRNAs sets. Further, through target gene prediction, a lncRNA-miRNA-mRNA ceRNA network that contained 113 mRNAs, 69 lncRNAs and 29 miRNAs was constructed. The PPI network identified the six most significant hub proteins. Survival analysis revealed that seven mRNAs, four miRNAs and one lncRNA were associated with overall survival of sarcoma patients. Conclusions Overall, we constructed a ceRNA network in sarcomas, which might provide insights for further research on the molecular mechanism and potential prognosis biomarkers.
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页数:11
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