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mirConnX: condition-specific mRNA-microRNA network integrator

mirConnX is a user-friendly web interface for inferring, displaying and parsing mRNA and microRNA (miRNA) gene regulatory networks. mirConnX combines sequence information with gene expression data analysis to create a disease-specific, genome-wide regulatory network. A prior, static network has been...

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Detalles Bibliográficos
Autores principales: Huang, Grace T., Athanassiou, Charalambos, Benos, Panayiotis V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3125733/
https://www.ncbi.nlm.nih.gov/pubmed/21558324
http://dx.doi.org/10.1093/nar/gkr276
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author Huang, Grace T.
Athanassiou, Charalambos
Benos, Panayiotis V.
author_facet Huang, Grace T.
Athanassiou, Charalambos
Benos, Panayiotis V.
author_sort Huang, Grace T.
collection PubMed
description mirConnX is a user-friendly web interface for inferring, displaying and parsing mRNA and microRNA (miRNA) gene regulatory networks. mirConnX combines sequence information with gene expression data analysis to create a disease-specific, genome-wide regulatory network. A prior, static network has been constructed for all human and mouse genes. It consists of computationally predicted transcription factor (TF)-gene associations and miRNA target predictions. The prior network is supplemented with known interactions from the literature. Dynamic TF- and miRNA-gene associations are inferred from user-provided expression data using an association measure of choice. The static and dynamic networks are then combined using an integration function with user-specified weights. Visualization of the network and subsequent analysis are provided via a very responsive graphic user interface. Two organisms are currently supported: Homo sapiens and Mus musculus. The intuitive user interface and large database make mirConnX a useful tool for clinical scientists for hypothesis generation and explorations. mirConnX is freely available for academic use at http://www.benoslab.pitt.edu/mirconnx.
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spelling pubmed-31257332011-07-05 mirConnX: condition-specific mRNA-microRNA network integrator Huang, Grace T. Athanassiou, Charalambos Benos, Panayiotis V. Nucleic Acids Res Articles mirConnX is a user-friendly web interface for inferring, displaying and parsing mRNA and microRNA (miRNA) gene regulatory networks. mirConnX combines sequence information with gene expression data analysis to create a disease-specific, genome-wide regulatory network. A prior, static network has been constructed for all human and mouse genes. It consists of computationally predicted transcription factor (TF)-gene associations and miRNA target predictions. The prior network is supplemented with known interactions from the literature. Dynamic TF- and miRNA-gene associations are inferred from user-provided expression data using an association measure of choice. The static and dynamic networks are then combined using an integration function with user-specified weights. Visualization of the network and subsequent analysis are provided via a very responsive graphic user interface. Two organisms are currently supported: Homo sapiens and Mus musculus. The intuitive user interface and large database make mirConnX a useful tool for clinical scientists for hypothesis generation and explorations. mirConnX is freely available for academic use at http://www.benoslab.pitt.edu/mirconnx. Oxford University Press 2011-07-01 2011-05-10 /pmc/articles/PMC3125733/ /pubmed/21558324 http://dx.doi.org/10.1093/nar/gkr276 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 Articles
Huang, Grace T.
Athanassiou, Charalambos
Benos, Panayiotis V.
mirConnX: condition-specific mRNA-microRNA network integrator
title mirConnX: condition-specific mRNA-microRNA network integrator
title_full mirConnX: condition-specific mRNA-microRNA network integrator
title_fullStr mirConnX: condition-specific mRNA-microRNA network integrator
title_full_unstemmed mirConnX: condition-specific mRNA-microRNA network integrator
title_short mirConnX: condition-specific mRNA-microRNA network integrator
title_sort mirconnx: condition-specific mrna-microrna network integrator
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3125733/
https://www.ncbi.nlm.nih.gov/pubmed/21558324
http://dx.doi.org/10.1093/nar/gkr276
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