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Involvement of microRNA families in cancer
Collecting representative sets of cancer microRNAs (miRs) from the literature we show that their corresponding families are enriched in sets of highly interacting miR families. Targeting cancer genes on a statistically significant level, such cancer miR families strongly intervene with signaling pat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3458565/ https://www.ncbi.nlm.nih.gov/pubmed/22743268 http://dx.doi.org/10.1093/nar/gks627 |
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author | Wuchty, Stefan Arjona, Dolores Bozdag, Serdar Bauer, Peter O. |
author_facet | Wuchty, Stefan Arjona, Dolores Bozdag, Serdar Bauer, Peter O. |
author_sort | Wuchty, Stefan |
collection | PubMed |
description | Collecting representative sets of cancer microRNAs (miRs) from the literature we show that their corresponding families are enriched in sets of highly interacting miR families. Targeting cancer genes on a statistically significant level, such cancer miR families strongly intervene with signaling pathways that harbor numerous cancer genes. Clustering miR family-specific profiles of pathway intervention, we found that different miR families share similar interaction patterns. Resembling corresponding patterns of cancer miRs families, such interaction patterns may indicate a miR family’s potential role in cancer. As we find that the number of targeted cancer genes is a naïve proxy for a cancer miR family, we design a simple method to predict candidate miR families based on gene-specific interaction profiles. Assessing the impact of miR families to distinguish between (non-)cancer genes, we predict a set of 84 potential candidate families, including 75% of initially collected cancer miR families. Further confirming their relevance, predicted cancer miR families are significantly indicated in increasing, non-random numbers of tumor types. |
format | Online Article Text |
id | pubmed-3458565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-34585652012-09-27 Involvement of microRNA families in cancer Wuchty, Stefan Arjona, Dolores Bozdag, Serdar Bauer, Peter O. Nucleic Acids Res Computational Biology Collecting representative sets of cancer microRNAs (miRs) from the literature we show that their corresponding families are enriched in sets of highly interacting miR families. Targeting cancer genes on a statistically significant level, such cancer miR families strongly intervene with signaling pathways that harbor numerous cancer genes. Clustering miR family-specific profiles of pathway intervention, we found that different miR families share similar interaction patterns. Resembling corresponding patterns of cancer miRs families, such interaction patterns may indicate a miR family’s potential role in cancer. As we find that the number of targeted cancer genes is a naïve proxy for a cancer miR family, we design a simple method to predict candidate miR families based on gene-specific interaction profiles. Assessing the impact of miR families to distinguish between (non-)cancer genes, we predict a set of 84 potential candidate families, including 75% of initially collected cancer miR families. Further confirming their relevance, predicted cancer miR families are significantly indicated in increasing, non-random numbers of tumor types. Oxford University Press 2012-09 2012-06-28 /pmc/articles/PMC3458565/ /pubmed/22743268 http://dx.doi.org/10.1093/nar/gks627 Text en © Crown copyright 2012. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Computational Biology Wuchty, Stefan Arjona, Dolores Bozdag, Serdar Bauer, Peter O. Involvement of microRNA families in cancer |
title | Involvement of microRNA families in cancer |
title_full | Involvement of microRNA families in cancer |
title_fullStr | Involvement of microRNA families in cancer |
title_full_unstemmed | Involvement of microRNA families in cancer |
title_short | Involvement of microRNA families in cancer |
title_sort | involvement of microrna families in cancer |
topic | Computational Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3458565/ https://www.ncbi.nlm.nih.gov/pubmed/22743268 http://dx.doi.org/10.1093/nar/gks627 |
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