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Insights into the miRNA regulations in human disease genes

BACKGROUND: MicroRNAs are a class of short non-coding RNAs derived from either cellular or viral transcripts that act post-transcriptionally to regulate mRNA stability and translation. In recent days, increasing numbers of miRNAs have been shown to be involved in the development and progression of a...

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Autores principales: Das, Jyotirmoy, Podder, Soumita, Ghosh, Tapash Chandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4256923/
https://www.ncbi.nlm.nih.gov/pubmed/25416156
http://dx.doi.org/10.1186/1471-2164-15-1010
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author Das, Jyotirmoy
Podder, Soumita
Ghosh, Tapash Chandra
author_facet Das, Jyotirmoy
Podder, Soumita
Ghosh, Tapash Chandra
author_sort Das, Jyotirmoy
collection PubMed
description BACKGROUND: MicroRNAs are a class of short non-coding RNAs derived from either cellular or viral transcripts that act post-transcriptionally to regulate mRNA stability and translation. In recent days, increasing numbers of miRNAs have been shown to be involved in the development and progression of a variety of diseases. We, therefore, intend to enumerate miRNA targets in several known disease classes to explore the degree of miRNA regulations on them which is unexplored till date. RESULTS: Here, we noticed that miRNA hits in cancer genes are remarkably higher than other diseases in human. Our observation suggests that UTRs and the transcript length of cancer related genes have a significant contribution in higher susceptibility to miRNA regulation. Moreover, gene duplication, mRNA stability, AREScores and evolutionary rate were likely to have implications for more miRNA targeting on cancer genes. Consequently, the regression analysis have confirmed that the AREScores plays most important role in detecting miRNA targets on disease genes. Interestingly, we observed that epigenetic modifications like CpG methylation and histone modification are less effective than miRNA regulations in controlling the gene expression of cancer genes. CONCLUSIONS: The intrinsic properties of cancer genes studied here, for higher miRNA targeting will enhance the knowledge on cancer gene regulation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1010) contains supplementary material, which is available to authorized users.
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spelling pubmed-42569232014-12-06 Insights into the miRNA regulations in human disease genes Das, Jyotirmoy Podder, Soumita Ghosh, Tapash Chandra BMC Genomics Research Article BACKGROUND: MicroRNAs are a class of short non-coding RNAs derived from either cellular or viral transcripts that act post-transcriptionally to regulate mRNA stability and translation. In recent days, increasing numbers of miRNAs have been shown to be involved in the development and progression of a variety of diseases. We, therefore, intend to enumerate miRNA targets in several known disease classes to explore the degree of miRNA regulations on them which is unexplored till date. RESULTS: Here, we noticed that miRNA hits in cancer genes are remarkably higher than other diseases in human. Our observation suggests that UTRs and the transcript length of cancer related genes have a significant contribution in higher susceptibility to miRNA regulation. Moreover, gene duplication, mRNA stability, AREScores and evolutionary rate were likely to have implications for more miRNA targeting on cancer genes. Consequently, the regression analysis have confirmed that the AREScores plays most important role in detecting miRNA targets on disease genes. Interestingly, we observed that epigenetic modifications like CpG methylation and histone modification are less effective than miRNA regulations in controlling the gene expression of cancer genes. CONCLUSIONS: The intrinsic properties of cancer genes studied here, for higher miRNA targeting will enhance the knowledge on cancer gene regulation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1010) contains supplementary material, which is available to authorized users. BioMed Central 2014-11-21 /pmc/articles/PMC4256923/ /pubmed/25416156 http://dx.doi.org/10.1186/1471-2164-15-1010 Text en © Das et al.; licensee BioMed Central Ltd. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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
Das, Jyotirmoy
Podder, Soumita
Ghosh, Tapash Chandra
Insights into the miRNA regulations in human disease genes
title Insights into the miRNA regulations in human disease genes
title_full Insights into the miRNA regulations in human disease genes
title_fullStr Insights into the miRNA regulations in human disease genes
title_full_unstemmed Insights into the miRNA regulations in human disease genes
title_short Insights into the miRNA regulations in human disease genes
title_sort insights into the mirna regulations in human disease genes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4256923/
https://www.ncbi.nlm.nih.gov/pubmed/25416156
http://dx.doi.org/10.1186/1471-2164-15-1010
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