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miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA
BACKGROUND: This study aimed to investigate potential miRNAs and genes associated with the prognosis of hepatocellular carcinoma (HCC). METHODS: Weighted co-expression network analysis was utilized to analyze the mRNA and miRNA sequencing data of HCC from TCGA (The Cancer Genome Atlas) database. Sig...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5480191/ https://www.ncbi.nlm.nih.gov/pubmed/28637446 http://dx.doi.org/10.1186/s12876-017-0637-2 |
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author | Zhang, Jun Fan, Jia Zhou, Chongming Qi, Yanyu |
author_facet | Zhang, Jun Fan, Jia Zhou, Chongming Qi, Yanyu |
author_sort | Zhang, Jun |
collection | PubMed |
description | BACKGROUND: This study aimed to investigate potential miRNAs and genes associated with the prognosis of hepatocellular carcinoma (HCC). METHODS: Weighted co-expression network analysis was utilized to analyze the mRNA and miRNA sequencing data of HCC from TCGA (The Cancer Genome Atlas) database. Significant network modules were identified, and then functions of genes in the gene network modules and target genes of miRNAs in the miRNA network modules were explored. Additionally, correlations between network modules and prognostic factors of HCC were analyzed. RESULTS: In total, 10 mRNA network modules were identified, three of which were significantly related to tumor stage, NAFLD (non-alcoholic fatty liver disease) and patient age. Four miRNA network modules were identified, of which one was associated with tumor stage. Targets of hsa-miR-363-5p were found distributed in the gene network modules, such as RGPD5, RGPD6, ZNF445 and ZNF780B. Kaplan–Meier test revealed that low expression of hsa-miR-363-5p was associated with better overall survival of HCC patients. CONCLUSION: hsa-miR-363-5p may be a potential prognostic marker for HCC. |
format | Online Article Text |
id | pubmed-5480191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54801912017-06-23 miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA Zhang, Jun Fan, Jia Zhou, Chongming Qi, Yanyu BMC Gastroenterol Research Article BACKGROUND: This study aimed to investigate potential miRNAs and genes associated with the prognosis of hepatocellular carcinoma (HCC). METHODS: Weighted co-expression network analysis was utilized to analyze the mRNA and miRNA sequencing data of HCC from TCGA (The Cancer Genome Atlas) database. Significant network modules were identified, and then functions of genes in the gene network modules and target genes of miRNAs in the miRNA network modules were explored. Additionally, correlations between network modules and prognostic factors of HCC were analyzed. RESULTS: In total, 10 mRNA network modules were identified, three of which were significantly related to tumor stage, NAFLD (non-alcoholic fatty liver disease) and patient age. Four miRNA network modules were identified, of which one was associated with tumor stage. Targets of hsa-miR-363-5p were found distributed in the gene network modules, such as RGPD5, RGPD6, ZNF445 and ZNF780B. Kaplan–Meier test revealed that low expression of hsa-miR-363-5p was associated with better overall survival of HCC patients. CONCLUSION: hsa-miR-363-5p may be a potential prognostic marker for HCC. BioMed Central 2017-06-20 /pmc/articles/PMC5480191/ /pubmed/28637446 http://dx.doi.org/10.1186/s12876-017-0637-2 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Zhang, Jun Fan, Jia Zhou, Chongming Qi, Yanyu miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA |
title | miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA |
title_full | miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA |
title_fullStr | miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA |
title_full_unstemmed | miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA |
title_short | miR-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of miRNAs and mRNA |
title_sort | mir-363-5p as potential prognostic marker for hepatocellular carcinoma indicated by weighted co-expression network analysis of mirnas and mrna |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5480191/ https://www.ncbi.nlm.nih.gov/pubmed/28637446 http://dx.doi.org/10.1186/s12876-017-0637-2 |
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