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NetAligner—a network alignment server to compare complexes, pathways and whole interactomes
The many ongoing genome sequencing initiatives are delivering comprehensive lists of the individual molecular components present in an organism, but these reveal little about how they work together. Follow-up initiatives are revealing thousands of interrelationships between gene products that need t...
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/PMC3394252/ https://www.ncbi.nlm.nih.gov/pubmed/22618871 http://dx.doi.org/10.1093/nar/gks446 |
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author | Pache, Roland A. Céol, Arnaud Aloy, Patrick |
author_facet | Pache, Roland A. Céol, Arnaud Aloy, Patrick |
author_sort | Pache, Roland A. |
collection | PubMed |
description | The many ongoing genome sequencing initiatives are delivering comprehensive lists of the individual molecular components present in an organism, but these reveal little about how they work together. Follow-up initiatives are revealing thousands of interrelationships between gene products that need to be analyzed with novel bioinformatics approaches able to capture their complex emerging properties. Recently, we developed NetAligner, a novel network alignment tool that allows the identification of conserved protein complexes and pathways across organisms, providing valuable hints as to how those interaction networks evolved. NetAligner includes the prediction of likely conserved interactions, based on evolutionary distances, to counter the high number of missing interactions in current interactome networks, and a fast assessment of the statistical significance of individual alignment solutions, which increases its performance with respect to existing tools. The web server implementation of the NetAligner algorithm presented here features complex, pathway and interactome to interactome alignments for seven model organisms, namely Homo sapiens, Mus musculus, Drosophila melanogaster, Caenorhabditis elegans, Arabidopsis thaliana, Saccharomyces cerevisiae and Escherichia coli. The user can query complexes and pathways of arbitrary topology against a target species interactome, or directly compare two complete interactomes to identify conserved complexes and subnetworks. Alignment solutions can be downloaded or directly visualized in the browser. The NetAligner web server is publicly available at http://netaligner.irbbarcelona.org/. |
format | Online Article Text |
id | pubmed-3394252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-33942522012-07-30 NetAligner—a network alignment server to compare complexes, pathways and whole interactomes Pache, Roland A. Céol, Arnaud Aloy, Patrick Nucleic Acids Res Articles The many ongoing genome sequencing initiatives are delivering comprehensive lists of the individual molecular components present in an organism, but these reveal little about how they work together. Follow-up initiatives are revealing thousands of interrelationships between gene products that need to be analyzed with novel bioinformatics approaches able to capture their complex emerging properties. Recently, we developed NetAligner, a novel network alignment tool that allows the identification of conserved protein complexes and pathways across organisms, providing valuable hints as to how those interaction networks evolved. NetAligner includes the prediction of likely conserved interactions, based on evolutionary distances, to counter the high number of missing interactions in current interactome networks, and a fast assessment of the statistical significance of individual alignment solutions, which increases its performance with respect to existing tools. The web server implementation of the NetAligner algorithm presented here features complex, pathway and interactome to interactome alignments for seven model organisms, namely Homo sapiens, Mus musculus, Drosophila melanogaster, Caenorhabditis elegans, Arabidopsis thaliana, Saccharomyces cerevisiae and Escherichia coli. The user can query complexes and pathways of arbitrary topology against a target species interactome, or directly compare two complete interactomes to identify conserved complexes and subnetworks. Alignment solutions can be downloaded or directly visualized in the browser. The NetAligner web server is publicly available at http://netaligner.irbbarcelona.org/. Oxford University Press 2012-07 2012-05-22 /pmc/articles/PMC3394252/ /pubmed/22618871 http://dx.doi.org/10.1093/nar/gks446 Text en © The Author(s) 2012. 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 Pache, Roland A. Céol, Arnaud Aloy, Patrick NetAligner—a network alignment server to compare complexes, pathways and whole interactomes |
title | NetAligner—a network alignment server to compare complexes, pathways and whole interactomes |
title_full | NetAligner—a network alignment server to compare complexes, pathways and whole interactomes |
title_fullStr | NetAligner—a network alignment server to compare complexes, pathways and whole interactomes |
title_full_unstemmed | NetAligner—a network alignment server to compare complexes, pathways and whole interactomes |
title_short | NetAligner—a network alignment server to compare complexes, pathways and whole interactomes |
title_sort | netaligner—a network alignment server to compare complexes, pathways and whole interactomes |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3394252/ https://www.ncbi.nlm.nih.gov/pubmed/22618871 http://dx.doi.org/10.1093/nar/gks446 |
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