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An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer
OBJECTIVE: The aim of this study was to identify the key microRNAs (miRNAs) and their regulatory networks in bladder cancer (BC). MATERIALS AND METHODS: Three miRNA and three gene expression microarray datasets were downloaded for analysis from Gene Expression Omnibus database. The differentially ex...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975595/ https://www.ncbi.nlm.nih.gov/pubmed/29872319 http://dx.doi.org/10.2147/OTT.S166506 |
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author | Li, Dongyang Hao, Xuanyu Song, Yongsheng |
author_facet | Li, Dongyang Hao, Xuanyu Song, Yongsheng |
author_sort | Li, Dongyang |
collection | PubMed |
description | OBJECTIVE: The aim of this study was to identify the key microRNAs (miRNAs) and their regulatory networks in bladder cancer (BC). MATERIALS AND METHODS: Three miRNA and three gene expression microarray datasets were downloaded for analysis from Gene Expression Omnibus database. The differentially expressed miRNAs (DEMs) and differentially expressed genes (DEGs) were accessed by the use of GEO2R. Gene ontology process and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed by using the Database for Annotation, Visualization and Integrated Discovery program. Protein–protein interaction (PPI) and miRNA–mRNA regulatory networks were established by using the Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape tool. Besides, the results and clinical significance were validated in The Cancer Genome Atlas (TCGA) dataset. RESULTS: A total of 18 significant DEMs, 121 upregulated DEGs and 199 downregulated DEGs were identified. Functional enrichment analysis showed that significant DEGs were related to cell cycle and MAPK pathway in BC. Key DEGs such as CDK1, CCNB1, VGL and PRKCA were found as the hub genes in PPI networks. TCGA analysis supported our results, and the miRNAs were correlated with the pathological stages and survival of BC patients. CONCLUSION: In this study, we found 18 DEMs that may play key roles in the regulatory networks of BC. The higher expression of miR-99a, miR-100, miR-125b, miR-145, miR-214 and miR-487b or the lower expression of miR-138 and miR-200a can indicate poor survival in the prognosis of BC. Further experimental studies are required to test our results. |
format | Online Article Text |
id | pubmed-5975595 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-59755952018-06-05 An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer Li, Dongyang Hao, Xuanyu Song, Yongsheng Onco Targets Ther Original Research OBJECTIVE: The aim of this study was to identify the key microRNAs (miRNAs) and their regulatory networks in bladder cancer (BC). MATERIALS AND METHODS: Three miRNA and three gene expression microarray datasets were downloaded for analysis from Gene Expression Omnibus database. The differentially expressed miRNAs (DEMs) and differentially expressed genes (DEGs) were accessed by the use of GEO2R. Gene ontology process and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses were performed by using the Database for Annotation, Visualization and Integrated Discovery program. Protein–protein interaction (PPI) and miRNA–mRNA regulatory networks were established by using the Search Tool for the Retrieval of Interacting Genes/Proteins and Cytoscape tool. Besides, the results and clinical significance were validated in The Cancer Genome Atlas (TCGA) dataset. RESULTS: A total of 18 significant DEMs, 121 upregulated DEGs and 199 downregulated DEGs were identified. Functional enrichment analysis showed that significant DEGs were related to cell cycle and MAPK pathway in BC. Key DEGs such as CDK1, CCNB1, VGL and PRKCA were found as the hub genes in PPI networks. TCGA analysis supported our results, and the miRNAs were correlated with the pathological stages and survival of BC patients. CONCLUSION: In this study, we found 18 DEMs that may play key roles in the regulatory networks of BC. The higher expression of miR-99a, miR-100, miR-125b, miR-145, miR-214 and miR-487b or the lower expression of miR-138 and miR-200a can indicate poor survival in the prognosis of BC. Further experimental studies are required to test our results. Dove Medical Press 2018-05-24 /pmc/articles/PMC5975595/ /pubmed/29872319 http://dx.doi.org/10.2147/OTT.S166506 Text en © 2018 Li et al. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Original Research Li, Dongyang Hao, Xuanyu Song, Yongsheng An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer |
title | An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer |
title_full | An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer |
title_fullStr | An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer |
title_full_unstemmed | An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer |
title_short | An integrated analysis of key microRNAs, regulatory pathways and clinical relevance in bladder cancer |
title_sort | integrated analysis of key micrornas, regulatory pathways and clinical relevance in bladder cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5975595/ https://www.ncbi.nlm.nih.gov/pubmed/29872319 http://dx.doi.org/10.2147/OTT.S166506 |
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