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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...

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Detalles Bibliográficos
Autores principales: Tyagi, Manoj, Hashimoto, Kosuke, Shoemaker, Benjamin A, Wuchty, Stefan, Panchenko, Anna R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: European Molecular Biology Organization 2012
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
Descripción
Sumario: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.