Cargando…

Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis

Bladder cancer (BC) is a common urinary system tumor with high aggressiveness, and it results in relatively high mortality due to a lack of precise and suitable biomarkers. In this study, we applied the weighted gene coexpression network analysis method to miRNA expression data from BC patients, and...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Feng, Ge, Yu-Zheng, Zhou, Liu-Hua, Xu, Lu-Wei, Xu, Zheng, Ping, Wen-Wen, Wang, Min, Zhou, Chang-Cheng, Wu, Ran, Jia, Rui-Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702163/
https://www.ncbi.nlm.nih.gov/pubmed/29200870
http://dx.doi.org/10.2147/OTT.S146479
_version_ 1783281469856153600
author Zhao, Feng
Ge, Yu-Zheng
Zhou, Liu-Hua
Xu, Lu-Wei
Xu, Zheng
Ping, Wen-Wen
Wang, Min
Zhou, Chang-Cheng
Wu, Ran
Jia, Rui-Peng
author_facet Zhao, Feng
Ge, Yu-Zheng
Zhou, Liu-Hua
Xu, Lu-Wei
Xu, Zheng
Ping, Wen-Wen
Wang, Min
Zhou, Chang-Cheng
Wu, Ran
Jia, Rui-Peng
author_sort Zhao, Feng
collection PubMed
description Bladder cancer (BC) is a common urinary system tumor with high aggressiveness, and it results in relatively high mortality due to a lack of precise and suitable biomarkers. In this study, we applied the weighted gene coexpression network analysis method to miRNA expression data from BC patients, and screened for network modules associated with BC progression. Hub miRNAs were selected, followed by functional enrichment analyses of their target genes for the most closely related module. These hub miRNAs were found to be involved in several functional pathways including pathway in cancer, regulation of actin cytoskeleton, PI3K-Akt signaling pathway, mitogen-activated protein kinase (MAPK) signaling pathway, Wnt signaling pathway, proteoglycans in cancer, focal adhesion and p53 signaling pathway via regulating target genes. Finally, their prognostic significance was tested using analyses of overall survival. A few novel prognostic miRNAs were identified based on expression profiles and related survival data. In conclusion, several miRNAs that were critical in BC initiation and progression have been identified in this study. These miRNAs, which may contribute to a comprehensive understanding of the pathogenesis of BC, could serve as potential biomarkers for BC prognosis or as new therapeutic targets.
format Online
Article
Text
id pubmed-5702163
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Dove Medical Press
record_format MEDLINE/PubMed
spelling pubmed-57021632017-11-30 Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis Zhao, Feng Ge, Yu-Zheng Zhou, Liu-Hua Xu, Lu-Wei Xu, Zheng Ping, Wen-Wen Wang, Min Zhou, Chang-Cheng Wu, Ran Jia, Rui-Peng Onco Targets Ther Original Research Bladder cancer (BC) is a common urinary system tumor with high aggressiveness, and it results in relatively high mortality due to a lack of precise and suitable biomarkers. In this study, we applied the weighted gene coexpression network analysis method to miRNA expression data from BC patients, and screened for network modules associated with BC progression. Hub miRNAs were selected, followed by functional enrichment analyses of their target genes for the most closely related module. These hub miRNAs were found to be involved in several functional pathways including pathway in cancer, regulation of actin cytoskeleton, PI3K-Akt signaling pathway, mitogen-activated protein kinase (MAPK) signaling pathway, Wnt signaling pathway, proteoglycans in cancer, focal adhesion and p53 signaling pathway via regulating target genes. Finally, their prognostic significance was tested using analyses of overall survival. A few novel prognostic miRNAs were identified based on expression profiles and related survival data. In conclusion, several miRNAs that were critical in BC initiation and progression have been identified in this study. These miRNAs, which may contribute to a comprehensive understanding of the pathogenesis of BC, could serve as potential biomarkers for BC prognosis or as new therapeutic targets. Dove Medical Press 2017-11-22 /pmc/articles/PMC5702163/ /pubmed/29200870 http://dx.doi.org/10.2147/OTT.S146479 Text en © 2017 Zhao 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
Zhao, Feng
Ge, Yu-Zheng
Zhou, Liu-Hua
Xu, Lu-Wei
Xu, Zheng
Ping, Wen-Wen
Wang, Min
Zhou, Chang-Cheng
Wu, Ran
Jia, Rui-Peng
Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
title Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
title_full Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
title_fullStr Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
title_full_unstemmed Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
title_short Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
title_sort identification of hub mirna biomarkers for bladder cancer by weighted gene coexpression network analysis
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5702163/
https://www.ncbi.nlm.nih.gov/pubmed/29200870
http://dx.doi.org/10.2147/OTT.S146479
work_keys_str_mv AT zhaofeng identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT geyuzheng identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT zhouliuhua identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT xuluwei identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT xuzheng identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT pingwenwen identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT wangmin identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT zhouchangcheng identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT wuran identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis
AT jiaruipeng identificationofhubmirnabiomarkersforbladdercancerbyweightedgenecoexpressionnetworkanalysis