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Published on: May 21, 2019
Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
1Department of Stomatology, The Affiliated Yantai Yuhuangding Hospital of Qingdao University, Yantai 264000, China.
Background:
Oral cancer is a difficult question in modern medical system, and there are few effective strategies to completely heal these diseases. This research investigated the miRNA-mRNA network in oral cancer development via bioinformatics excavation.
Methods:
GSE28100 and GSE23558 in the GEO database were selected for bioinformatics analysis. The datasets were analyzed with GEO2R to obtain the related matrix files. The hot plot and heatmap of the matrix files were drawn with R language. The MiRDIP database was applied to predict and screen the targets of miRNAs. The DEGs in the matrix files were analyzed with the DAVID database and visualized with R language for enrichment analysis. The PPI-network of the DEGs was established with the STRING database and Cytoscape. Besides, the miRNA-mRNA was visualized by Cytoscape.
Results:
35 genes were identified as the DEGs in GES28100. 1651 genes were identified as the DEGs in GSE23558. 143 common genes in the targets of miRNAs in GSE28100 and the DEGs in GSE the targets of DEGs in GES28100 and common genes were enriched in the PI3K/AKT pathway, MAPK pathway, etc. The DEGs in GSE28100 and GSE23558 were involved in the regulations of transcription from RNA polymerase II promoter and DNA transcription. The DEGs in GSE28100 and GSE23558 were established with the miRNA-mRNA network.
Conclusion:
This research identified miR-15b-5p, miR-199a-3p, miR-21-5p, miR-424-5p, and miR-454-3p as the biomarker of oral cancer and established the miRNA-mRNA network in oral progression.
Insights
This study uncovers key microRNAs (miRNAs) like miR-15b-5p and miR-21-5p as potential biomarkers for oral cancer. The research establishes a crucial miRNA-mRNA network for understanding oral cancer progression.
Area of Science:
- Oncology
- Bioinformatics
- Genomics
Background:
- Oral cancer presents significant challenges in modern medicine with limited effective treatments.
- Understanding the molecular mechanisms driving oral cancer is crucial for developing novel therapeutic strategies.
Purpose of the Study:
- To investigate the microRNA-messenger RNA (miRNA-mRNA) network in oral cancer development.
- To identify potential miRNA biomarkers for oral cancer through bioinformatics analysis.
Main Methods:
- Utilized bioinformatics analysis on oral cancer datasets (GSE28100, GSE23558) from the GEO database.
- Employed GEO2R, R language, MiRDIP, DAVID, STRING, and Cytoscape for data processing, target prediction, enrichment analysis, and network visualization.
- Identified differentially expressed genes (DEGs) and constructed miRNA-mRNA interaction networks.
Main Results:
- Identified 35 DEGs in GSE28100 and 1651 DEGs in GSE23558.
- Discovered 143 common genes enriched in pathways such as PI3K/AKT and MAPK.
- Established a comprehensive miRNA-mRNA network implicated in oral cancer progression.
Conclusions:
- Identified miR-15b-5p, miR-199a-3p, miR-21-5p, miR-424-5p, and miR-454-3p as potential biomarkers for oral cancer.
- The established miRNA-mRNA network provides insights into the molecular underpinnings of oral cancer.
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