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An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma
We aimed to shed new light on the roles of microRNAs (miRNAs) in liver cancer using an integrative in silico bioinformatics analysis. A new protocol for target prediction and functional analysis is presented and applied to the 26 highly differentially deregulated miRNAs in hepatocellular carcinoma....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4357785/ https://www.ncbi.nlm.nih.gov/pubmed/24287119 http://dx.doi.org/10.1016/j.gpb.2013.05.007 |
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author | ElHefnawi, Mahmoud Soliman, Bangli Abu-Shahba, Nourhan Amer, Marwa |
author_facet | ElHefnawi, Mahmoud Soliman, Bangli Abu-Shahba, Nourhan Amer, Marwa |
author_sort | ElHefnawi, Mahmoud |
collection | PubMed |
description | We aimed to shed new light on the roles of microRNAs (miRNAs) in liver cancer using an integrative in silico bioinformatics analysis. A new protocol for target prediction and functional analysis is presented and applied to the 26 highly differentially deregulated miRNAs in hepatocellular carcinoma. This framework comprises: (1) the overlap of prediction results by four out of five target prediction tools, including TargetScan, PicTar, miRanda, DIANA-microT and miRDB (combining machine-learning, alignment, interaction energy and statistical tests in order to minimize false positives), (2) evidence from previous microarray analysis on the expression of these targets, (3) gene ontology (GO) and pathway enrichment analysis of the miRNA targets and their pathways and (4) linking these results to oncogenesis and cancer hallmarks. This yielded new insights into the roles of miRNAs in cancer hallmarks. Here we presented several key targets and hundreds of new targets that are significantly enriched in many new cancer-related hallmarks. In addition, we also revealed some known and new oncogenic pathways for liver cancer. These included the famous MAPK, TGFβ and cell cycle pathways. New insights were also provided into Wnt signaling, prostate cancer, axon guidance and oocyte meiosis pathways. These signaling and developmental pathways crosstalk to regulate stem cell transformation and implicate a role of miRNAs in hepatic stem cell deregulation and cancer development. By analyzing their complete interactome, we proposed new categorization for some of these miRNAs as either tumor-suppressors or oncomiRs with dual roles. Therefore some of these miRNAs may be addressed as therapeutic targets or used as therapeutic agents. Such dual roles thus expand the view of miRNAs as active maintainers of cellular homeostasis. |
format | Online Article Text |
id | pubmed-4357785 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-43577852015-05-06 An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma ElHefnawi, Mahmoud Soliman, Bangli Abu-Shahba, Nourhan Amer, Marwa Genomics Proteomics Bioinformatics Original Research We aimed to shed new light on the roles of microRNAs (miRNAs) in liver cancer using an integrative in silico bioinformatics analysis. A new protocol for target prediction and functional analysis is presented and applied to the 26 highly differentially deregulated miRNAs in hepatocellular carcinoma. This framework comprises: (1) the overlap of prediction results by four out of five target prediction tools, including TargetScan, PicTar, miRanda, DIANA-microT and miRDB (combining machine-learning, alignment, interaction energy and statistical tests in order to minimize false positives), (2) evidence from previous microarray analysis on the expression of these targets, (3) gene ontology (GO) and pathway enrichment analysis of the miRNA targets and their pathways and (4) linking these results to oncogenesis and cancer hallmarks. This yielded new insights into the roles of miRNAs in cancer hallmarks. Here we presented several key targets and hundreds of new targets that are significantly enriched in many new cancer-related hallmarks. In addition, we also revealed some known and new oncogenic pathways for liver cancer. These included the famous MAPK, TGFβ and cell cycle pathways. New insights were also provided into Wnt signaling, prostate cancer, axon guidance and oocyte meiosis pathways. These signaling and developmental pathways crosstalk to regulate stem cell transformation and implicate a role of miRNAs in hepatic stem cell deregulation and cancer development. By analyzing their complete interactome, we proposed new categorization for some of these miRNAs as either tumor-suppressors or oncomiRs with dual roles. Therefore some of these miRNAs may be addressed as therapeutic targets or used as therapeutic agents. Such dual roles thus expand the view of miRNAs as active maintainers of cellular homeostasis. Elsevier 2013-12 2013-11-25 /pmc/articles/PMC4357785/ /pubmed/24287119 http://dx.doi.org/10.1016/j.gpb.2013.05.007 Text en © 2013 Beijing Institute of Genomics, Chinese Academy of Sciences and Genetics Society of China. Production and hosting by Elsevier B.V. All rights reserved. http://creativecommons.org/licenses/by-nc-sa/3.0/ This is an open access article under the CC BY-NC-SA license (http://creativecommons.org/licenses/by-nc-sa/3.0/). |
spellingShingle | Original Research ElHefnawi, Mahmoud Soliman, Bangli Abu-Shahba, Nourhan Amer, Marwa An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma |
title | An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma |
title_full | An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma |
title_fullStr | An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma |
title_full_unstemmed | An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma |
title_short | An Integrative Meta-analysis of MicroRNAs in Hepatocellular Carcinoma |
title_sort | integrative meta-analysis of micrornas in hepatocellular carcinoma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4357785/ https://www.ncbi.nlm.nih.gov/pubmed/24287119 http://dx.doi.org/10.1016/j.gpb.2013.05.007 |
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