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Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma

BACKGROUND: Hemangioma is a common benign tumor in the childhood; however our knowledge about the molecular mechanisms of hemangioma development and progression are still limited. Currently, microRNAs (miRNAs) have been shown as gene expression regulators with an important role in disease pathogenes...

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Autores principales: Bertoni, Natália, Pereira, Lied M. S., Severino, Fábio E., Moura, Regina, Yoshida, Winston B., Reis, Patricia P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4715339/
https://www.ncbi.nlm.nih.gov/pubmed/26772808
http://dx.doi.org/10.1186/s12881-015-0262-2
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author Bertoni, Natália
Pereira, Lied M. S.
Severino, Fábio E.
Moura, Regina
Yoshida, Winston B.
Reis, Patricia P.
author_facet Bertoni, Natália
Pereira, Lied M. S.
Severino, Fábio E.
Moura, Regina
Yoshida, Winston B.
Reis, Patricia P.
author_sort Bertoni, Natália
collection PubMed
description BACKGROUND: Hemangioma is a common benign tumor in the childhood; however our knowledge about the molecular mechanisms of hemangioma development and progression are still limited. Currently, microRNAs (miRNAs) have been shown as gene expression regulators with an important role in disease pathogenesis. Our goals were to identify miRNA-mRNA expression networks associated with infantile hemangioma. METHODS: We performed a meta-analysis of previously published gene expression datasets including 98 hemangioma samples. Deregulated genes were further used to identify microRNAs as potential regulators of gene expression in infantile hemangioma. Data were integrated using bioinformatics methods, and genes were mapped in proteins, which were then used to construct protein-protein interaction networks. RESULTS: Deregulated genes play roles in cell growth and differentiation, cell signaling, angiogenesis and vasculogenesis. Regulatory networks identified included microRNAs miR-9, miR-939 and let-7 family; these microRNAs showed the most number of interactions with deregulated genes in infantile hemangioma, suggesting that they may have an important role in the molecular mechanisms of disease. Additionally, results were used to identify drug-gene interactions and druggable gene categories using Drug-Gene Interaction Database. We show that microRNAs and microRNA-target genes may be useful biomarkers for the development of novel therapeutic strategies for patients with infantile hemangioma. CONCLUSIONS: microRNA-regulated pathways may play a role in infantile hemangioma development and progression and may be potentially useful for future development of novel therapeutic strategies for patients with infantile hemangioma.
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spelling pubmed-47153392016-01-17 Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma Bertoni, Natália Pereira, Lied M. S. Severino, Fábio E. Moura, Regina Yoshida, Winston B. Reis, Patricia P. BMC Med Genet Research Article BACKGROUND: Hemangioma is a common benign tumor in the childhood; however our knowledge about the molecular mechanisms of hemangioma development and progression are still limited. Currently, microRNAs (miRNAs) have been shown as gene expression regulators with an important role in disease pathogenesis. Our goals were to identify miRNA-mRNA expression networks associated with infantile hemangioma. METHODS: We performed a meta-analysis of previously published gene expression datasets including 98 hemangioma samples. Deregulated genes were further used to identify microRNAs as potential regulators of gene expression in infantile hemangioma. Data were integrated using bioinformatics methods, and genes were mapped in proteins, which were then used to construct protein-protein interaction networks. RESULTS: Deregulated genes play roles in cell growth and differentiation, cell signaling, angiogenesis and vasculogenesis. Regulatory networks identified included microRNAs miR-9, miR-939 and let-7 family; these microRNAs showed the most number of interactions with deregulated genes in infantile hemangioma, suggesting that they may have an important role in the molecular mechanisms of disease. Additionally, results were used to identify drug-gene interactions and druggable gene categories using Drug-Gene Interaction Database. We show that microRNAs and microRNA-target genes may be useful biomarkers for the development of novel therapeutic strategies for patients with infantile hemangioma. CONCLUSIONS: microRNA-regulated pathways may play a role in infantile hemangioma development and progression and may be potentially useful for future development of novel therapeutic strategies for patients with infantile hemangioma. BioMed Central 2016-01-15 /pmc/articles/PMC4715339/ /pubmed/26772808 http://dx.doi.org/10.1186/s12881-015-0262-2 Text en © Bertoni et al. 2016 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
Bertoni, Natália
Pereira, Lied M. S.
Severino, Fábio E.
Moura, Regina
Yoshida, Winston B.
Reis, Patricia P.
Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma
title Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma
title_full Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma
title_fullStr Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma
title_full_unstemmed Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma
title_short Integrative meta-analysis identifies microRNA-regulated networks in infantile hemangioma
title_sort integrative meta-analysis identifies microrna-regulated networks in infantile hemangioma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4715339/
https://www.ncbi.nlm.nih.gov/pubmed/26772808
http://dx.doi.org/10.1186/s12881-015-0262-2
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