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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...

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Detalles Bibliográficos
Autores principales: Wuchty, Stefan, Arjona, Dolores, Bozdag, Serdar, Bauer, Peter O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2012
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.
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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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