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Clustered microRNAs' coordination in regulating protein-protein interaction network
BACKGROUND: MicroRNAs (miRNAs), a growing class of small RNAs with crucial regulatory roles at the post-transcriptional level, are usually found to be clustered on chromosomes. However, with the exception of a few individual cases, so far little is known about the functional consequence of this cons...
Autores principales: | , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2714305/ https://www.ncbi.nlm.nih.gov/pubmed/19558649 http://dx.doi.org/10.1186/1752-0509-3-65 |
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author | Yuan, Xiongying Liu, Changning Yang, Pengcheng He, Shunmin Liao, Qi Kang, Shuli Zhao, Yi |
author_facet | Yuan, Xiongying Liu, Changning Yang, Pengcheng He, Shunmin Liao, Qi Kang, Shuli Zhao, Yi |
author_sort | Yuan, Xiongying |
collection | PubMed |
description | BACKGROUND: MicroRNAs (miRNAs), a growing class of small RNAs with crucial regulatory roles at the post-transcriptional level, are usually found to be clustered on chromosomes. However, with the exception of a few individual cases, so far little is known about the functional consequence of this conserved clustering of miRNA loci. In animal genomes such clusters often contain non-homologous miRNA genes. One hypothesis to explain this heterogeneity suggests that clustered miRNAs are functionally related by virtue of co-targeting downstream pathways. RESULTS: Integrating of miRNA cluster information with protein protein interaction (PPI) network data, our research supports the hypothesis of the functional coordination of clustered miRNAs and links it to the topological features of miRNAs' targets in PPI network. Specifically, our results demonstrate that clustered miRNAs jointly regulate proteins in close proximity of the PPI network. The possibility that two proteins yield to this coordinated regulation is negatively correlated with their distance in PPI network. Guided by the knowledge of this preference, we found several network communities enriched with target genes of miRNA clusters. In addition, our results demonstrate that the variance of this propensity can also partly be explained by protein's connectivity and miRNA's conservation. CONCLUSION: In summary, this work supports the hypothesis of intra-cluster coordination and investigates the extent of this coordination. |
format | Text |
id | pubmed-2714305 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-27143052009-07-23 Clustered microRNAs' coordination in regulating protein-protein interaction network Yuan, Xiongying Liu, Changning Yang, Pengcheng He, Shunmin Liao, Qi Kang, Shuli Zhao, Yi BMC Syst Biol Research Article BACKGROUND: MicroRNAs (miRNAs), a growing class of small RNAs with crucial regulatory roles at the post-transcriptional level, are usually found to be clustered on chromosomes. However, with the exception of a few individual cases, so far little is known about the functional consequence of this conserved clustering of miRNA loci. In animal genomes such clusters often contain non-homologous miRNA genes. One hypothesis to explain this heterogeneity suggests that clustered miRNAs are functionally related by virtue of co-targeting downstream pathways. RESULTS: Integrating of miRNA cluster information with protein protein interaction (PPI) network data, our research supports the hypothesis of the functional coordination of clustered miRNAs and links it to the topological features of miRNAs' targets in PPI network. Specifically, our results demonstrate that clustered miRNAs jointly regulate proteins in close proximity of the PPI network. The possibility that two proteins yield to this coordinated regulation is negatively correlated with their distance in PPI network. Guided by the knowledge of this preference, we found several network communities enriched with target genes of miRNA clusters. In addition, our results demonstrate that the variance of this propensity can also partly be explained by protein's connectivity and miRNA's conservation. CONCLUSION: In summary, this work supports the hypothesis of intra-cluster coordination and investigates the extent of this coordination. BioMed Central 2009-06-26 /pmc/articles/PMC2714305/ /pubmed/19558649 http://dx.doi.org/10.1186/1752-0509-3-65 Text en Copyright © 2009 Yuan et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Yuan, Xiongying Liu, Changning Yang, Pengcheng He, Shunmin Liao, Qi Kang, Shuli Zhao, Yi Clustered microRNAs' coordination in regulating protein-protein interaction network |
title | Clustered microRNAs' coordination in regulating protein-protein interaction network |
title_full | Clustered microRNAs' coordination in regulating protein-protein interaction network |
title_fullStr | Clustered microRNAs' coordination in regulating protein-protein interaction network |
title_full_unstemmed | Clustered microRNAs' coordination in regulating protein-protein interaction network |
title_short | Clustered microRNAs' coordination in regulating protein-protein interaction network |
title_sort | clustered micrornas' coordination in regulating protein-protein interaction network |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2714305/ https://www.ncbi.nlm.nih.gov/pubmed/19558649 http://dx.doi.org/10.1186/1752-0509-3-65 |
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