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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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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. |
format | Online Article Text |
id | pubmed-3195953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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