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The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions
The functions of roughly a third of all proteins in Streptococcus pneumoniae, a significant human-pathogenic bacterium, are unknown. Using a yeast two-hybrid approach, we have determined more than 2,000 novel protein interactions in this organism. We augmented this network with meta-interactome data...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Microbiology
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513735/ https://www.ncbi.nlm.nih.gov/pubmed/28744484 http://dx.doi.org/10.1128/mSystems.00019-17 |
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author | Wuchty, S. Rajagopala, S. V. Blazie, S. M. Parrish, J. R. Khuri, S. Finley, R. L. Uetz, P. |
author_facet | Wuchty, S. Rajagopala, S. V. Blazie, S. M. Parrish, J. R. Khuri, S. Finley, R. L. Uetz, P. |
author_sort | Wuchty, S. |
collection | PubMed |
description | The functions of roughly a third of all proteins in Streptococcus pneumoniae, a significant human-pathogenic bacterium, are unknown. Using a yeast two-hybrid approach, we have determined more than 2,000 novel protein interactions in this organism. We augmented this network with meta-interactome data that we defined as the pool of all interactions between evolutionarily conserved proteins in other bacteria. We found that such interactions significantly improved our ability to predict a protein’s function, allowing us to provide functional predictions for 299 S. pneumoniae proteins with previously unknown functions. IMPORTANCE Identification of protein interactions in bacterial species can help define the individual roles that proteins play in cellular pathways and pathogenesis. Very few protein interactions have been identified for the important human pathogen S. pneumoniae. We used an experimental approach to identify over 2,000 new protein interactions for S. pneumoniae, the most extensive interactome data for this bacterium to date. To predict protein function, we used our interactome data augmented with interactions from other closely related bacteria. The combination of the experimental data and meta-interactome data significantly improved the prediction results, allowing us to assign possible functions to a large number of poorly characterized proteins. |
format | Online Article Text |
id | pubmed-5513735 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | American Society for Microbiology |
record_format | MEDLINE/PubMed |
spelling | pubmed-55137352017-07-25 The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions Wuchty, S. Rajagopala, S. V. Blazie, S. M. Parrish, J. R. Khuri, S. Finley, R. L. Uetz, P. mSystems Research Article The functions of roughly a third of all proteins in Streptococcus pneumoniae, a significant human-pathogenic bacterium, are unknown. Using a yeast two-hybrid approach, we have determined more than 2,000 novel protein interactions in this organism. We augmented this network with meta-interactome data that we defined as the pool of all interactions between evolutionarily conserved proteins in other bacteria. We found that such interactions significantly improved our ability to predict a protein’s function, allowing us to provide functional predictions for 299 S. pneumoniae proteins with previously unknown functions. IMPORTANCE Identification of protein interactions in bacterial species can help define the individual roles that proteins play in cellular pathways and pathogenesis. Very few protein interactions have been identified for the important human pathogen S. pneumoniae. We used an experimental approach to identify over 2,000 new protein interactions for S. pneumoniae, the most extensive interactome data for this bacterium to date. To predict protein function, we used our interactome data augmented with interactions from other closely related bacteria. The combination of the experimental data and meta-interactome data significantly improved the prediction results, allowing us to assign possible functions to a large number of poorly characterized proteins. American Society for Microbiology 2017-06-06 /pmc/articles/PMC5513735/ /pubmed/28744484 http://dx.doi.org/10.1128/mSystems.00019-17 Text en Copyright © 2017 Wuchty et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Wuchty, S. Rajagopala, S. V. Blazie, S. M. Parrish, J. R. Khuri, S. Finley, R. L. Uetz, P. The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions |
title | The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions |
title_full | The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions |
title_fullStr | The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions |
title_full_unstemmed | The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions |
title_short | The Protein Interactome of Streptococcus pneumoniae and Bacterial Meta-interactomes Improve Function Predictions |
title_sort | protein interactome of streptococcus pneumoniae and bacterial meta-interactomes improve function predictions |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5513735/ https://www.ncbi.nlm.nih.gov/pubmed/28744484 http://dx.doi.org/10.1128/mSystems.00019-17 |
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