Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Ospina-Bedoya, Maicol, Campillo-Pedroza, Natalia, Franco-Salazar, Juan P, Gallego-Gómez, Juan C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2014
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
_version_ 1782332747767873536
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
work_keys_str_mv AT ospinabedoyamaicol computationalidentificationofdenguevirusmicrornalikestructuresandtheircellulartargets
AT campillopedrozanatalia computationalidentificationofdenguevirusmicrornalikestructuresandtheircellulartargets
AT francosalazarjuanp computationalidentificationofdenguevirusmicrornalikestructuresandtheircellulartargets
AT gallegogomezjuanc computationalidentificationofdenguevirusmicrornalikestructuresandtheircellulartargets