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The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer
BACKGROUND: To explore the correlation between the lncRNA-miRNA-mRNA and ceRNA network through the differential expression analysis of lncRNAs, miRNAs and mRNAs in bladder cancer based on The Cancer Genome Atlas (TCGA) database combined with Gene Ontology (GO) and Kyoto Encyclopedia of Genes Genomes...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797384/ https://www.ncbi.nlm.nih.gov/pubmed/35117432 http://dx.doi.org/10.21037/tcr.2019.12.27 |
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author | Dai, Ranran Zhou, You Chen, Zhishan Zou, Zihao Liu, Ping Gao, Xingcheng |
author_facet | Dai, Ranran Zhou, You Chen, Zhishan Zou, Zihao Liu, Ping Gao, Xingcheng |
author_sort | Dai, Ranran |
collection | PubMed |
description | BACKGROUND: To explore the correlation between the lncRNA-miRNA-mRNA and ceRNA network through the differential expression analysis of lncRNAs, miRNAs and mRNAs in bladder cancer based on The Cancer Genome Atlas (TCGA) database combined with Gene Ontology (GO) and Kyoto Encyclopedia of Genes Genomes (KEGG) enrichment analysis. METHODS: Firstly, the expression profile data and corresponding clinical data of RNAs in bladder cancer were searched and downloaded from TCGA database, and aberrantly expressed long non-coding RNA (lncRNA), microRNA (miRNA), and messenger RNA (mRNA) were screened and found by using TCGA database. The relationship between lncRNA-miRNA-mRNA was established by comparing these lncRNAs, miRNAs, and mRNAs, while the ceRNA network was constructed. Combined with the analysis of the GO annotation and KEGG pathway, the effects of lncRNA-miRNA-mRNA interaction on the development of bladder cancer were explored. RESULTS: A total of 1,742 differentially expressed lncRNA, 511 differentially expressed miRNAs, and 4,373 differentially expressed mRNAs were identified, and 328 lncRNAs, 73 miRNAs, and 677 mRNAs were screened by survival analysis. With the lncRNA-miRNA-mRNA correlation analysis, a ceRNA network consisting of 45 lncRNAs, 14 miRNAs, and 29 mRNAs was successfully constructed. The GO annotation and functional enrichment of target gene mRNAs in the network are mainly concentrated in the signal pathways and include fatty acid biosynthesis, gap junction, insulin signaling pathway, and the MAPK signaling pathway biological processes such as positive regulation of cellular process and system development. CONCLUSIONS: We successfully identified the target gene correlating lncRNA, miRNA, and mRNA, and constructed a ceRNA network. Our findings can provide a potential target for the study of the occurrence, development, diagnosis, treatment, and prognosis of bladder cancer. |
format | Online Article Text |
id | pubmed-8797384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-87973842022-02-02 The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer Dai, Ranran Zhou, You Chen, Zhishan Zou, Zihao Liu, Ping Gao, Xingcheng Transl Cancer Res Original Article BACKGROUND: To explore the correlation between the lncRNA-miRNA-mRNA and ceRNA network through the differential expression analysis of lncRNAs, miRNAs and mRNAs in bladder cancer based on The Cancer Genome Atlas (TCGA) database combined with Gene Ontology (GO) and Kyoto Encyclopedia of Genes Genomes (KEGG) enrichment analysis. METHODS: Firstly, the expression profile data and corresponding clinical data of RNAs in bladder cancer were searched and downloaded from TCGA database, and aberrantly expressed long non-coding RNA (lncRNA), microRNA (miRNA), and messenger RNA (mRNA) were screened and found by using TCGA database. The relationship between lncRNA-miRNA-mRNA was established by comparing these lncRNAs, miRNAs, and mRNAs, while the ceRNA network was constructed. Combined with the analysis of the GO annotation and KEGG pathway, the effects of lncRNA-miRNA-mRNA interaction on the development of bladder cancer were explored. RESULTS: A total of 1,742 differentially expressed lncRNA, 511 differentially expressed miRNAs, and 4,373 differentially expressed mRNAs were identified, and 328 lncRNAs, 73 miRNAs, and 677 mRNAs were screened by survival analysis. With the lncRNA-miRNA-mRNA correlation analysis, a ceRNA network consisting of 45 lncRNAs, 14 miRNAs, and 29 mRNAs was successfully constructed. The GO annotation and functional enrichment of target gene mRNAs in the network are mainly concentrated in the signal pathways and include fatty acid biosynthesis, gap junction, insulin signaling pathway, and the MAPK signaling pathway biological processes such as positive regulation of cellular process and system development. CONCLUSIONS: We successfully identified the target gene correlating lncRNA, miRNA, and mRNA, and constructed a ceRNA network. Our findings can provide a potential target for the study of the occurrence, development, diagnosis, treatment, and prognosis of bladder cancer. AME Publishing Company 2020-02 /pmc/articles/PMC8797384/ /pubmed/35117432 http://dx.doi.org/10.21037/tcr.2019.12.27 Text en 2020 Translational Cancer Research. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/. |
spellingShingle | Original Article Dai, Ranran Zhou, You Chen, Zhishan Zou, Zihao Liu, Ping Gao, Xingcheng The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer |
title | The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer |
title_full | The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer |
title_fullStr | The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer |
title_full_unstemmed | The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer |
title_short | The analysis of a ceRNA network and the correlation between lncRNA, miRNA, and mRNA in bladder cancer |
title_sort | analysis of a cerna network and the correlation between lncrna, mirna, and mrna in bladder cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8797384/ https://www.ncbi.nlm.nih.gov/pubmed/35117432 http://dx.doi.org/10.21037/tcr.2019.12.27 |
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