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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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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. |
format | Online Article Text |
id | pubmed-9410825 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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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