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Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer

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 da...

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Autores principales: Yang, Yun, Xin, Xin, Xu, Ting
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9410825/
https://www.ncbi.nlm.nih.gov/pubmed/36033831
http://dx.doi.org/10.1155/2022/9376608
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author Yang, Yun
Xin, Xin
Xu, Ting
author_facet Yang, Yun
Xin, Xin
Xu, Ting
author_sort Yang, Yun
collection PubMed
description 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.
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spelling pubmed-94108252022-08-26 Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer Yang, Yun Xin, Xin Xu, Ting Dis Markers Research Article 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. Hindawi 2022-08-18 /pmc/articles/PMC9410825/ /pubmed/36033831 http://dx.doi.org/10.1155/2022/9376608 Text en Copyright © 2022 Yun Yang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Yang, Yun
Xin, Xin
Xu, Ting
Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
title Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
title_full Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
title_fullStr Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
title_full_unstemmed Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
title_short Identification of Potential miRNA-mRNA Regulatory Network in the Development of Oral Cancer
title_sort identification of potential mirna-mrna regulatory network in the development of oral cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9410825/
https://www.ncbi.nlm.nih.gov/pubmed/36033831
http://dx.doi.org/10.1155/2022/9376608
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