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Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets
MicroRNAs (miRNAs) are small, noncoding RNA molecules that regulate transcriptional and posttranscriptional gene regulation of the cell. Experimental evidence shows that miRNAs have a direct role in different cellular processes, such as immune function, apoptosis, and tumorigenesis. In a viral infec...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Libertas Academica
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4149395/ https://www.ncbi.nlm.nih.gov/pubmed/25210446 http://dx.doi.org/10.4137/BBI.S13649 |
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author | Ospina-Bedoya, Maicol Campillo-Pedroza, Natalia Franco-Salazar, Juan P Gallego-Gómez, Juan C |
author_facet | Ospina-Bedoya, Maicol Campillo-Pedroza, Natalia Franco-Salazar, Juan P Gallego-Gómez, Juan C |
author_sort | Ospina-Bedoya, Maicol |
collection | PubMed |
description | MicroRNAs (miRNAs) are small, noncoding RNA molecules that regulate transcriptional and posttranscriptional gene regulation of the cell. Experimental evidence shows that miRNAs have a direct role in different cellular processes, such as immune function, apoptosis, and tumorigenesis. In a viral infection context, miRNAs have been connected with the interplay between host and pathogen, occupying a major role in pathogenesis. While numerous viral miRNAs from DNA viruses have been identified, characterization of functional RNA virus-encoded miRNAs and their potential targets is still ongoing. Here, we used an in silico approach to analyze dengue Virus genome sequences. Pre-miRNAs were extracted through VMir software, and the identification of putative pre-miRNAs and mature miRNAs was accessed using Support Vector Machine web tools. The targets were scanned using miRanda software and functionally annotated using ClueGo. Via computational tools, eight putative miRNAs were found to hybridize with numerous targets of morphogenesis, differentiation, migration, and growth pathways that may play a major role in the interaction of the virus and its host. Future approaches will focus on experimental validation of their presence and target messenger RNA genes to further elucidate their biological functions in human and mosquito cells. |
format | Online Article Text |
id | pubmed-4149395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Libertas Academica |
record_format | MEDLINE/PubMed |
spelling | pubmed-41493952014-09-10 Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets Ospina-Bedoya, Maicol Campillo-Pedroza, Natalia Franco-Salazar, Juan P Gallego-Gómez, Juan C Bioinform Biol Insights Short Report MicroRNAs (miRNAs) are small, noncoding RNA molecules that regulate transcriptional and posttranscriptional gene regulation of the cell. Experimental evidence shows that miRNAs have a direct role in different cellular processes, such as immune function, apoptosis, and tumorigenesis. In a viral infection context, miRNAs have been connected with the interplay between host and pathogen, occupying a major role in pathogenesis. While numerous viral miRNAs from DNA viruses have been identified, characterization of functional RNA virus-encoded miRNAs and their potential targets is still ongoing. Here, we used an in silico approach to analyze dengue Virus genome sequences. Pre-miRNAs were extracted through VMir software, and the identification of putative pre-miRNAs and mature miRNAs was accessed using Support Vector Machine web tools. The targets were scanned using miRanda software and functionally annotated using ClueGo. Via computational tools, eight putative miRNAs were found to hybridize with numerous targets of morphogenesis, differentiation, migration, and growth pathways that may play a major role in the interaction of the virus and its host. Future approaches will focus on experimental validation of their presence and target messenger RNA genes to further elucidate their biological functions in human and mosquito cells. Libertas Academica 2014-08-14 /pmc/articles/PMC4149395/ /pubmed/25210446 http://dx.doi.org/10.4137/BBI.S13649 Text en © 2014 the author(s), publisher and licensee Libertas Academica Ltd. This is an open access article published under the Creative Commons CC-BY-NC 3.0 License. |
spellingShingle | Short Report Ospina-Bedoya, Maicol Campillo-Pedroza, Natalia Franco-Salazar, Juan P Gallego-Gómez, Juan C Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets |
title | Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets |
title_full | Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets |
title_fullStr | Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets |
title_full_unstemmed | Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets |
title_short | Computational Identification of Dengue Virus MicroRNA-Like Structures and their Cellular Targets |
title_sort | computational identification of dengue virus microrna-like structures and their cellular targets |
topic | Short Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4149395/ https://www.ncbi.nlm.nih.gov/pubmed/25210446 http://dx.doi.org/10.4137/BBI.S13649 |
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