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Detalle de: IRaPPA: Information retrieval based integration of biophysical models for protein assembly selection

Title IRaPPA: Information retrieval based integration of biophysical models for protein assembly selection
Abstract

Motivation In order to function, proteins frequently bind to one another and form 3D assemblies. Knowledge of the atomic details of these structures helps our understanding of how proteins work together, how mutations can lead to disease, and facilitates the designing of drugs which prevent or mimic the interaction. Results Atomic modeling of protein–protein interactions requires the selection of near-native structures from a set of docked poses based on their calculable properties. By considering this as an information retrieval problem, we have adapted methods developed for Internet search ranking and electoral voting into IRaPPA, a pipeline integrating biophysical properties. The approach enhances the identification of near-native structures when applied to four docking methods, resulting in a near-native appearing in the top 10 solutions for up to 50% of complexes benchmarked, and up to 70% in the top 100. Availability and Implementation IRaPPA has been implemented in the SwarmDock server (http://bmm.crick.ac.uk/∼SwarmDock/), pyDock server (http://life.bsc.es/pid/pydockrescoring/) and ZDOCK server (http://zdock.umassmed.edu/), with code available on request. Supplementary information Supplementary data are available at Bioinformatics online.

Apa Reference Moal, I. H., Barradas-Bautista, D., Jiménez-García, B., Torchala, M., van der Velde, A., Vreven, T., Weng, Z., Bates, P. A., & Fernández-Recio, J. (2017). IRaPPA: information retrieval based integration of biophysical models for protein assembly selection. Bioinformatics, 33(12), 1806–1813. 10.1093/bioinformatics/btx068
Doi 10.1093/bioinformatics/btx068
Publication Date 14 Feb 2017
Publication Type Article
Researcher Juan Fernández Recio
Ontology Benchmarking, Molecular Interactions/Docking, Protein-Protein Interactions
Research Groups Structural Bioinformatics, Modeling and Biological Mechanisms
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