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Large-scale mapping of human protein interactome using structural complexes
Although the identification of protein interactions by high-throughput (HTP) methods progresses at a fast pace, ‘interactome’ data sets still suffer from high rates of false positives and low coverage. To map the human protein interactome, we describe a new framework that uses experimental evidence...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
European Molecular Biology Organization
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3296913/ https://www.ncbi.nlm.nih.gov/pubmed/22261719 http://dx.doi.org/10.1038/embor.2011.261 |
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author | Tyagi, Manoj Hashimoto, Kosuke Shoemaker, Benjamin A Wuchty, Stefan Panchenko, Anna R |
author_facet | Tyagi, Manoj Hashimoto, Kosuke Shoemaker, Benjamin A Wuchty, Stefan Panchenko, Anna R |
author_sort | Tyagi, Manoj |
collection | PubMed |
description | Although the identification of protein interactions by high-throughput (HTP) methods progresses at a fast pace, ‘interactome’ data sets still suffer from high rates of false positives and low coverage. To map the human protein interactome, we describe a new framework that uses experimental evidence on structural complexes, the atomic details of binding interfaces and evolutionary conservation. The structurally inferred interaction network is highly modular and more functionally coherent compared with experimental interaction networks derived from multiple literature citations. Moreover, structurally inferred and high-confidence HTP networks complement each other well, allowing us to construct a merged network to generate testable hypotheses and provide valuable experimental leads. |
format | Online Article Text |
id | pubmed-3296913 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | European Molecular Biology Organization |
record_format | MEDLINE/PubMed |
spelling | pubmed-32969132012-03-08 Large-scale mapping of human protein interactome using structural complexes Tyagi, Manoj Hashimoto, Kosuke Shoemaker, Benjamin A Wuchty, Stefan Panchenko, Anna R EMBO Rep Scientific Reports Although the identification of protein interactions by high-throughput (HTP) methods progresses at a fast pace, ‘interactome’ data sets still suffer from high rates of false positives and low coverage. To map the human protein interactome, we describe a new framework that uses experimental evidence on structural complexes, the atomic details of binding interfaces and evolutionary conservation. The structurally inferred interaction network is highly modular and more functionally coherent compared with experimental interaction networks derived from multiple literature citations. Moreover, structurally inferred and high-confidence HTP networks complement each other well, allowing us to construct a merged network to generate testable hypotheses and provide valuable experimental leads. European Molecular Biology Organization 2012-03 2012-01-20 /pmc/articles/PMC3296913/ /pubmed/22261719 http://dx.doi.org/10.1038/embor.2011.261 Text en Copyright © 2012, European Molecular Biology Organization https://creativecommons.org/licenses/by-nc-sa/3.0/This is an open-access article distributed under the terms of the Creative Commons Attribution Noncommercial Share Alike 3.0 Unported License, which allows readers to alter, transform, or build upon the article and then distribute the resulting work under the same or similar license to this one. The work must be attributed back to the original author and commercial use is not permitted without specific permission. |
spellingShingle | Scientific Reports Tyagi, Manoj Hashimoto, Kosuke Shoemaker, Benjamin A Wuchty, Stefan Panchenko, Anna R Large-scale mapping of human protein interactome using structural complexes |
title | Large-scale mapping of human protein interactome using structural complexes |
title_full | Large-scale mapping of human protein interactome using structural complexes |
title_fullStr | Large-scale mapping of human protein interactome using structural complexes |
title_full_unstemmed | Large-scale mapping of human protein interactome using structural complexes |
title_short | Large-scale mapping of human protein interactome using structural complexes |
title_sort | large-scale mapping of human protein interactome using structural complexes |
topic | Scientific Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3296913/ https://www.ncbi.nlm.nih.gov/pubmed/22261719 http://dx.doi.org/10.1038/embor.2011.261 |
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