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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2011
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.
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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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