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The microRNA body map: dissecting microRNA function through integrative genomics
While a growing body of evidence implicates regulatory miRNA modules in various aspects of human disease and development, insights into specific miRNA function remain limited. Here, we present an innovative approach to elucidate tissue-specific miRNA functions that goes beyond miRNA target predictio...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3203610/ https://www.ncbi.nlm.nih.gov/pubmed/21835775 http://dx.doi.org/10.1093/nar/gkr646 |
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author | Mestdagh, Pieter Lefever, Steve Pattyn, Filip Ridzon, Dana Fredlund, Erik Fieuw, Annelies Ongenaert, Maté Vermeulen, Joëlle De Paepe, Anne Wong, Linda Speleman, Frank Chen, Caifu Vandesompele, Jo |
author_facet | Mestdagh, Pieter Lefever, Steve Pattyn, Filip Ridzon, Dana Fredlund, Erik Fieuw, Annelies Ongenaert, Maté Vermeulen, Joëlle De Paepe, Anne Wong, Linda Speleman, Frank Chen, Caifu Vandesompele, Jo |
author_sort | Mestdagh, Pieter |
collection | PubMed |
description | While a growing body of evidence implicates regulatory miRNA modules in various aspects of human disease and development, insights into specific miRNA function remain limited. Here, we present an innovative approach to elucidate tissue-specific miRNA functions that goes beyond miRNA target prediction and expression correlation. This approach is based on a multi-level integration of corresponding miRNA and mRNA gene expression levels, miRNA target prediction, transcription factor target prediction and mechanistic models of gene network regulation. Predicted miRNA functions were either validated experimentally or compared to published data. The predicted miRNA functions are accessible in the miRNA bodymap, an interactive online compendium and mining tool of high-dimensional newly generated and published miRNA expression profiles. The miRNA bodymap enables prioritization of candidate miRNAs based on their expression pattern or functional annotation across tissue or disease subgroup. The miRNA bodymap project provides users with a single one-stop data-mining solution and has great potential to become a community resource. |
format | Online Article Text |
id | pubmed-3203610 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-32036102011-10-28 The microRNA body map: dissecting microRNA function through integrative genomics Mestdagh, Pieter Lefever, Steve Pattyn, Filip Ridzon, Dana Fredlund, Erik Fieuw, Annelies Ongenaert, Maté Vermeulen, Joëlle De Paepe, Anne Wong, Linda Speleman, Frank Chen, Caifu Vandesompele, Jo Nucleic Acids Res Methods Online While a growing body of evidence implicates regulatory miRNA modules in various aspects of human disease and development, insights into specific miRNA function remain limited. Here, we present an innovative approach to elucidate tissue-specific miRNA functions that goes beyond miRNA target prediction and expression correlation. This approach is based on a multi-level integration of corresponding miRNA and mRNA gene expression levels, miRNA target prediction, transcription factor target prediction and mechanistic models of gene network regulation. Predicted miRNA functions were either validated experimentally or compared to published data. The predicted miRNA functions are accessible in the miRNA bodymap, an interactive online compendium and mining tool of high-dimensional newly generated and published miRNA expression profiles. The miRNA bodymap enables prioritization of candidate miRNAs based on their expression pattern or functional annotation across tissue or disease subgroup. The miRNA bodymap project provides users with a single one-stop data-mining solution and has great potential to become a community resource. Oxford University Press 2011-11 2011-08-10 /pmc/articles/PMC3203610/ /pubmed/21835775 http://dx.doi.org/10.1093/nar/gkr646 Text en © The Author(s) 2011. Published by Oxford University Press. 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 | Methods Online Mestdagh, Pieter Lefever, Steve Pattyn, Filip Ridzon, Dana Fredlund, Erik Fieuw, Annelies Ongenaert, Maté Vermeulen, Joëlle De Paepe, Anne Wong, Linda Speleman, Frank Chen, Caifu Vandesompele, Jo The microRNA body map: dissecting microRNA function through integrative genomics |
title | The microRNA body map: dissecting microRNA function through integrative genomics |
title_full | The microRNA body map: dissecting microRNA function through integrative genomics |
title_fullStr | The microRNA body map: dissecting microRNA function through integrative genomics |
title_full_unstemmed | The microRNA body map: dissecting microRNA function through integrative genomics |
title_short | The microRNA body map: dissecting microRNA function through integrative genomics |
title_sort | microrna body map: dissecting microrna function through integrative genomics |
topic | Methods Online |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3203610/ https://www.ncbi.nlm.nih.gov/pubmed/21835775 http://dx.doi.org/10.1093/nar/gkr646 |
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