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Construction and Analysis of lncRNA-Mediated ceRNA Network in Cervical Squamous Cell Carcinoma by Weighted Gene Co-Expression Network Analysis
- Source :
- Medical Science Monitor : International Medical Journal of Experimental and Clinical Research
- Publication Year :
- 2019
- Publisher :
- International Scientific Information, Inc., 2019.
-
Abstract
- BACKGROUND More and more recent studies have clearly shown that long non-coding RNA (lncRNA) should be considered as a fundamental part of the ceRNA network, mainly because lncRNA can act as miRNA sponges to regulate the protein-coding gene expression. Nevertheless, it is still not clear how lncRNA-mediated ceRNAs function in cervical squamous cell carcinoma (CESC). Moreover, information about the ceRNA regulatory mechanism is also remarkably limited; thus, prediction of CESC prognosis using ceRNA-related information remains challenging. MATERIAL AND METHODS We collected 306 RNA (lncRNA, miRNA, and mRNA) expression profile datasets obtained from cervical squamous cancer tissues plus 3 more from adjacent cervical tissues via the TCGA database. Subsequently, we constructed a lncRNAs-miRNAs-mRNAs CESC ceRNA network, and Gene Ontology (GO) analysis was carried out. RESULTS We identified a total of 30 DElncRNAs, 70 DEmiRNAs, and 1089 DEmRNAs in CESC. Subsequently, to reveal the expression patterns of dysregulated genes, weighted gene co-expression network analysis was carried out, resulting in 3 co-expression modules with significantly related clinical properties. The constructed aberrant lncRNAs-miRNAs-mRNAs CESC ceRNA network was composed of 17 DEmiRNAs, 5 DElncRNAs, and 7 DEmRNAs. Moreover, the survival analysis was performed for DElncRNAs, DEmiRNAs, and DEmRNAs. CONCLUSIONS The present study shows the involvement of the lncRNA-related ceRNA network in the pathogenesis of CESC. We believe the newly generated ceRNA network will provide more insights into the lncRNA-mediated ceRNA regulatory mechanisms.
- Subjects :
- Gene regulatory network
Uterine Cervical Neoplasms
Kaplan-Meier Estimate
Computational biology
030204 cardiovascular system & hematology
Biology
03 medical and health sciences
0302 clinical medicine
microRNA
Gene expression
Humans
Gene Regulatory Networks
Protein Interaction Maps
RNA, Messenger
RNA, Neoplasm
Molecular Biology
Gene
Genes, vif
Regulation of gene expression
Competing endogenous RNA
RNA
Genes, rRNA
General Medicine
Middle Aged
Gene Expression Regulation, Neoplastic
MicroRNAs
Gene Ontology
030220 oncology & carcinogenesis
Carcinoma, Squamous Cell
Gene co-expression network
Female
RNA, Long Noncoding
Genes, Neoplasm
Subjects
Details
- ISSN :
- 16433750
- Volume :
- 25
- Database :
- OpenAIRE
- Journal :
- Medical Science Monitor
- Accession number :
- edsair.doi.dedup.....286cf0f5157477f4c68a547e313bfc18
- Full Text :
- https://doi.org/10.12659/msm.913471