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An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine

Understanding the functions of proteins requires information about their protein-protein interactions (PPI). The collective effort of the scientific community generates far more data on any given protein than individual experimental approaches. The latter are often too limited to reveal an interacto...

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Detalles Bibliográficos
Autores principales: Echeverría, Pablo C., Bernthaler, Andreas, Dupuis, Pierre, Mayer, Bernd, Picard, Didier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3195953/
https://www.ncbi.nlm.nih.gov/pubmed/22022502
http://dx.doi.org/10.1371/journal.pone.0026044
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author Echeverría, Pablo C.
Bernthaler, Andreas
Dupuis, Pierre
Mayer, Bernd
Picard, Didier
author_facet Echeverría, Pablo C.
Bernthaler, Andreas
Dupuis, Pierre
Mayer, Bernd
Picard, Didier
author_sort Echeverría, Pablo C.
collection PubMed
description Understanding the functions of proteins requires information about their protein-protein interactions (PPI). The collective effort of the scientific community generates far more data on any given protein than individual experimental approaches. The latter are often too limited to reveal an interactome comprehensively. We developed a workflow for parallel mining of all major PPI databases, containing data from several model organisms, and to integrate data from the literature for a protein of interest. We applied this novel approach to build the PPI network of the human Hsp90 molecular chaperone machine (Hsp90Int) for which previous efforts have yielded limited and poorly overlapping sets of interactors. We demonstrate the power of the Hsp90Int database as a discovery tool by validating the prediction that the Hsp90 co-chaperone Aha1 is involved in nucleocytoplasmic transport. Thus, we both describe how to build a custom database and introduce a powerful new resource for the scientific community.
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spelling pubmed-31959532011-10-21 An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine Echeverría, Pablo C. Bernthaler, Andreas Dupuis, Pierre Mayer, Bernd Picard, Didier PLoS One Research Article Understanding the functions of proteins requires information about their protein-protein interactions (PPI). The collective effort of the scientific community generates far more data on any given protein than individual experimental approaches. The latter are often too limited to reveal an interactome comprehensively. We developed a workflow for parallel mining of all major PPI databases, containing data from several model organisms, and to integrate data from the literature for a protein of interest. We applied this novel approach to build the PPI network of the human Hsp90 molecular chaperone machine (Hsp90Int) for which previous efforts have yielded limited and poorly overlapping sets of interactors. We demonstrate the power of the Hsp90Int database as a discovery tool by validating the prediction that the Hsp90 co-chaperone Aha1 is involved in nucleocytoplasmic transport. Thus, we both describe how to build a custom database and introduce a powerful new resource for the scientific community. Public Library of Science 2011-10-11 /pmc/articles/PMC3195953/ /pubmed/22022502 http://dx.doi.org/10.1371/journal.pone.0026044 Text en Echeverría et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Echeverría, Pablo C.
Bernthaler, Andreas
Dupuis, Pierre
Mayer, Bernd
Picard, Didier
An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine
title An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine
title_full An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine
title_fullStr An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine
title_full_unstemmed An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine
title_short An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine
title_sort interaction network predicted from public data as a discovery tool: application to the hsp90 molecular chaperone machine
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3195953/
https://www.ncbi.nlm.nih.gov/pubmed/22022502
http://dx.doi.org/10.1371/journal.pone.0026044
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