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FunCoup 4: new species, data, and visualization

This release of the FunCoup database (http://funcoup.sbc.su.se) is the fourth generation of one of the most comprehensive databases for genome-wide functional association networks. These functional associations are inferred via integrating various data types using a naive Bayesian algorithm and orth...

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Autores principales: Ogris, Christoph, Guala, Dimitri, Kaduk, Mateusz, Sonnhammer, Erik L L
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755233/
https://www.ncbi.nlm.nih.gov/pubmed/29165593
http://dx.doi.org/10.1093/nar/gkx1138
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author Ogris, Christoph
Guala, Dimitri
Kaduk, Mateusz
Sonnhammer, Erik L L
author_facet Ogris, Christoph
Guala, Dimitri
Kaduk, Mateusz
Sonnhammer, Erik L L
author_sort Ogris, Christoph
collection PubMed
description This release of the FunCoup database (http://funcoup.sbc.su.se) is the fourth generation of one of the most comprehensive databases for genome-wide functional association networks. These functional associations are inferred via integrating various data types using a naive Bayesian algorithm and orthology based information transfer across different species. This approach provides high coverage of the included genomes as well as high quality of inferred interactions. In this update of FunCoup we introduce four new eukaryotic species: Schizosaccharomyces pombe, Plasmodium falciparum, Bos taurus, Oryza sativa and open the database to the prokaryotic domain by including networks for Escherichia coli and Bacillus subtilis. The latter allows us to also introduce a new class of functional association between genes - co-occurrence in the same operon. We also supplemented the existing classes of functional association: metabolic, signaling, complex and physical protein interaction with up-to-date information. In this release we switched to InParanoid v8 as the source of orthology and base for calculation of phylogenetic profiles. While populating all other evidence types with new data we introduce a new evidence type based on quantitative mass spectrometry data. Finally, the new JavaScript based network viewer provides the user an intuitive and responsive platform to further evaluate the results.
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spelling pubmed-57552332018-01-10 FunCoup 4: new species, data, and visualization Ogris, Christoph Guala, Dimitri Kaduk, Mateusz Sonnhammer, Erik L L Nucleic Acids Res Database Issue This release of the FunCoup database (http://funcoup.sbc.su.se) is the fourth generation of one of the most comprehensive databases for genome-wide functional association networks. These functional associations are inferred via integrating various data types using a naive Bayesian algorithm and orthology based information transfer across different species. This approach provides high coverage of the included genomes as well as high quality of inferred interactions. In this update of FunCoup we introduce four new eukaryotic species: Schizosaccharomyces pombe, Plasmodium falciparum, Bos taurus, Oryza sativa and open the database to the prokaryotic domain by including networks for Escherichia coli and Bacillus subtilis. The latter allows us to also introduce a new class of functional association between genes - co-occurrence in the same operon. We also supplemented the existing classes of functional association: metabolic, signaling, complex and physical protein interaction with up-to-date information. In this release we switched to InParanoid v8 as the source of orthology and base for calculation of phylogenetic profiles. While populating all other evidence types with new data we introduce a new evidence type based on quantitative mass spectrometry data. Finally, the new JavaScript based network viewer provides the user an intuitive and responsive platform to further evaluate the results. Oxford University Press 2018-01-04 2017-11-20 /pmc/articles/PMC5755233/ /pubmed/29165593 http://dx.doi.org/10.1093/nar/gkx1138 Text en © The Author(s) 2017. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Database Issue
Ogris, Christoph
Guala, Dimitri
Kaduk, Mateusz
Sonnhammer, Erik L L
FunCoup 4: new species, data, and visualization
title FunCoup 4: new species, data, and visualization
title_full FunCoup 4: new species, data, and visualization
title_fullStr FunCoup 4: new species, data, and visualization
title_full_unstemmed FunCoup 4: new species, data, and visualization
title_short FunCoup 4: new species, data, and visualization
title_sort funcoup 4: new species, data, and visualization
topic Database Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5755233/
https://www.ncbi.nlm.nih.gov/pubmed/29165593
http://dx.doi.org/10.1093/nar/gkx1138
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