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MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer
The cell is a highly organized system of interacting molecules including proteins, mRNAs, and miRNAs. Analyzing the cell from a systems perspective by integrating different types of data helps revealing the complexity of diseases. Although there is emerging evidence that microRNAs have a functional...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Hindawi Publishing Corporation
2012
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3502784/ https://www.ncbi.nlm.nih.gov/pubmed/23193399 http://dx.doi.org/10.1155/2012/839837 |
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author | Alshalalfa, Mohammed |
author_facet | Alshalalfa, Mohammed |
author_sort | Alshalalfa, Mohammed |
collection | PubMed |
description | The cell is a highly organized system of interacting molecules including proteins, mRNAs, and miRNAs. Analyzing the cell from a systems perspective by integrating different types of data helps revealing the complexity of diseases. Although there is emerging evidence that microRNAs have a functional role in cancer, the role of microRNAs in mediating cancer progression and metastasis remains not fully explored. As the amount of available miRNA and mRNA gene expression data grows, more systematic methods combining gene expression and biological networks become necessary to explore miRNA function. In this work I integrated functional miRNA-target interactions with mRNA and miRNA expression to infer mRNA-mediated miRNA-miRNA interactions. The inferred network represents miRNA modulation through common targets. The network is used to characterize the functional role of microRNA response element (MRE) to mediate interactions between miRNAs targeting the MRE. Results revealed that miRNA-1 is a key player in regulating prostate cancer progression. 11 miRNAs were identified as diagnostic and prognostic biomarkers that act as tumor suppressor miRNAs. This work demonstrates the utility of a network analysis as opposed to differential expression to find important miRNAs that regulate prostate cancer. |
format | Online Article Text |
id | pubmed-3502784 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-35027842012-11-28 MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer Alshalalfa, Mohammed Adv Bioinformatics Research Article The cell is a highly organized system of interacting molecules including proteins, mRNAs, and miRNAs. Analyzing the cell from a systems perspective by integrating different types of data helps revealing the complexity of diseases. Although there is emerging evidence that microRNAs have a functional role in cancer, the role of microRNAs in mediating cancer progression and metastasis remains not fully explored. As the amount of available miRNA and mRNA gene expression data grows, more systematic methods combining gene expression and biological networks become necessary to explore miRNA function. In this work I integrated functional miRNA-target interactions with mRNA and miRNA expression to infer mRNA-mediated miRNA-miRNA interactions. The inferred network represents miRNA modulation through common targets. The network is used to characterize the functional role of microRNA response element (MRE) to mediate interactions between miRNAs targeting the MRE. Results revealed that miRNA-1 is a key player in regulating prostate cancer progression. 11 miRNAs were identified as diagnostic and prognostic biomarkers that act as tumor suppressor miRNAs. This work demonstrates the utility of a network analysis as opposed to differential expression to find important miRNAs that regulate prostate cancer. Hindawi Publishing Corporation 2012 2012-11-04 /pmc/articles/PMC3502784/ /pubmed/23193399 http://dx.doi.org/10.1155/2012/839837 Text en Copyright © 2012 Mohammed Alshalalfa. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Alshalalfa, Mohammed MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer |
title | MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer |
title_full | MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer |
title_fullStr | MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer |
title_full_unstemmed | MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer |
title_short | MicroRNA Response Elements-Mediated miRNA-miRNA Interactions in Prostate Cancer |
title_sort | microrna response elements-mediated mirna-mirna interactions in prostate cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3502784/ https://www.ncbi.nlm.nih.gov/pubmed/23193399 http://dx.doi.org/10.1155/2012/839837 |
work_keys_str_mv | AT alshalalfamohammed micrornaresponseelementsmediatedmirnamirnainteractionsinprostatecancer |