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Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions
MicroRNAs (miRNAs) are small, noncoding regulatory molecules. They are involved in many essential biological processes and act by suppressing gene expression. The present work reports an integrative analysis of miRNA-mRNA and miRNA-miRNA interactions and their regulatory patterns using high-throughp...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3945032/ https://www.ncbi.nlm.nih.gov/pubmed/24689063 http://dx.doi.org/10.1155/2014/907420 |
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author | Guo, Li Zhao, Yang Yang, Sheng Zhang, Hui Chen, Feng |
author_facet | Guo, Li Zhao, Yang Yang, Sheng Zhang, Hui Chen, Feng |
author_sort | Guo, Li |
collection | PubMed |
description | MicroRNAs (miRNAs) are small, noncoding regulatory molecules. They are involved in many essential biological processes and act by suppressing gene expression. The present work reports an integrative analysis of miRNA-mRNA and miRNA-miRNA interactions and their regulatory patterns using high-throughput miRNA and mRNA datasets. Aberrantly expressed miRNA and mRNA profiles were obtained based on fold change analysis, and qRT-PCR was used for further validation of deregulated miRNAs. miRNAs and target mRNAs were found to show various expression patterns. miRNA-miRNA interactions and clustered/homologous miRNAs were also found to contribute to the flexible and selective regulatory network. Interacting miRNAs (e.g., miRNA-103a and miR-103b) showed more pronounced differences in expression, which suggests the potential “restricted interaction” in the miRNA world. miRNAs from the same gene clusters (e.g., miR-23b gene cluster) or gene families (e.g., miR-10 gene family) always showed the same types of deregulation patterns, although they sometimes differed in expression levels. These clustered and homologous miRNAs may have close functional relationships, which may indicate collaborative interactions between miRNAs. The integrative analysis of miRNA-mRNA based on biological characteristics of miRNA will further enrich miRNA study. |
format | Online Article Text |
id | pubmed-3945032 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-39450322014-03-31 Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions Guo, Li Zhao, Yang Yang, Sheng Zhang, Hui Chen, Feng Biomed Res Int Research Article MicroRNAs (miRNAs) are small, noncoding regulatory molecules. They are involved in many essential biological processes and act by suppressing gene expression. The present work reports an integrative analysis of miRNA-mRNA and miRNA-miRNA interactions and their regulatory patterns using high-throughput miRNA and mRNA datasets. Aberrantly expressed miRNA and mRNA profiles were obtained based on fold change analysis, and qRT-PCR was used for further validation of deregulated miRNAs. miRNAs and target mRNAs were found to show various expression patterns. miRNA-miRNA interactions and clustered/homologous miRNAs were also found to contribute to the flexible and selective regulatory network. Interacting miRNAs (e.g., miRNA-103a and miR-103b) showed more pronounced differences in expression, which suggests the potential “restricted interaction” in the miRNA world. miRNAs from the same gene clusters (e.g., miR-23b gene cluster) or gene families (e.g., miR-10 gene family) always showed the same types of deregulation patterns, although they sometimes differed in expression levels. These clustered and homologous miRNAs may have close functional relationships, which may indicate collaborative interactions between miRNAs. The integrative analysis of miRNA-mRNA based on biological characteristics of miRNA will further enrich miRNA study. Hindawi Publishing Corporation 2014 2014-02-12 /pmc/articles/PMC3945032/ /pubmed/24689063 http://dx.doi.org/10.1155/2014/907420 Text en Copyright © 2014 Li Guo et al. 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 Guo, Li Zhao, Yang Yang, Sheng Zhang, Hui Chen, Feng Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions |
title | Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions |
title_full | Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions |
title_fullStr | Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions |
title_full_unstemmed | Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions |
title_short | Integrative Analysis of miRNA-mRNA and miRNA-miRNA Interactions |
title_sort | integrative analysis of mirna-mrna and mirna-mirna interactions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3945032/ https://www.ncbi.nlm.nih.gov/pubmed/24689063 http://dx.doi.org/10.1155/2014/907420 |
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