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Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources

Protein interactions play an important role in the discovery of protein functions and pathways in biological processes. This is especially true in case of the diseases caused by the loss of specific protein-protein interactions in the organism. The accuracy of experimental results in finding protein...

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Autores principales: Zahiri, Javad, Bozorgmehr, Joseph Hannon, Masoudi-Nejad, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Bentham Science Publishers 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3861891/
https://www.ncbi.nlm.nih.gov/pubmed/24396273
http://dx.doi.org/10.2174/1389202911314060004
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author Zahiri, Javad
Bozorgmehr, Joseph Hannon
Masoudi-Nejad, Ali
author_facet Zahiri, Javad
Bozorgmehr, Joseph Hannon
Masoudi-Nejad, Ali
author_sort Zahiri, Javad
collection PubMed
description Protein interactions play an important role in the discovery of protein functions and pathways in biological processes. This is especially true in case of the diseases caused by the loss of specific protein-protein interactions in the organism. The accuracy of experimental results in finding protein-protein interactions, however, is rather dubious and high throughput experimental results have shown both high false positive beside false negative information for protein interaction. Computational methods have attracted tremendous attention among biologists because of the ability to predict protein-protein interactions and validate the obtained experimental results. In this study, we have reviewed several computational methods for protein-protein interaction prediction as well as describing major databases, which store both predicted and detected protein-protein interactions, and the tools used for analyzing protein interaction networks and improving protein-protein interaction reliability.
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spelling pubmed-38618912014-03-01 Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources Zahiri, Javad Bozorgmehr, Joseph Hannon Masoudi-Nejad, Ali Curr Genomics Article Protein interactions play an important role in the discovery of protein functions and pathways in biological processes. This is especially true in case of the diseases caused by the loss of specific protein-protein interactions in the organism. The accuracy of experimental results in finding protein-protein interactions, however, is rather dubious and high throughput experimental results have shown both high false positive beside false negative information for protein interaction. Computational methods have attracted tremendous attention among biologists because of the ability to predict protein-protein interactions and validate the obtained experimental results. In this study, we have reviewed several computational methods for protein-protein interaction prediction as well as describing major databases, which store both predicted and detected protein-protein interactions, and the tools used for analyzing protein interaction networks and improving protein-protein interaction reliability. Bentham Science Publishers 2013-09 2013-09 /pmc/articles/PMC3861891/ /pubmed/24396273 http://dx.doi.org/10.2174/1389202911314060004 Text en ©2013 Bentham Science Publishers http://creativecommons.org/licenses/by-nc/3.0/ This is an open access article licensed 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 work is properly cited.
spellingShingle Article
Zahiri, Javad
Bozorgmehr, Joseph Hannon
Masoudi-Nejad, Ali
Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources
title Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources
title_full Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources
title_fullStr Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources
title_full_unstemmed Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources
title_short Computational Prediction of Protein–Protein Interaction Networks: Algo-rithms and Resources
title_sort computational prediction of protein–protein interaction networks: algo-rithms and resources
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3861891/
https://www.ncbi.nlm.nih.gov/pubmed/24396273
http://dx.doi.org/10.2174/1389202911314060004
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