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High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock

Peptide-protein interactions contribute a significant fraction of the protein-protein interactome. Accurate modeling of these interactions is challenging due to the vast conformational space associated with interactions of highly flexible peptides with large receptor surfaces. To address this challe...

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Detalles Bibliográficos
Autores principales: Alam, Nawsad, Goldstein, Oriel, Xia, Bing, Porter, Kathryn A., Kozakov, Dima, Schueler-Furman, Ora
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5760072/
https://www.ncbi.nlm.nih.gov/pubmed/29281622
http://dx.doi.org/10.1371/journal.pcbi.1005905
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author Alam, Nawsad
Goldstein, Oriel
Xia, Bing
Porter, Kathryn A.
Kozakov, Dima
Schueler-Furman, Ora
author_facet Alam, Nawsad
Goldstein, Oriel
Xia, Bing
Porter, Kathryn A.
Kozakov, Dima
Schueler-Furman, Ora
author_sort Alam, Nawsad
collection PubMed
description Peptide-protein interactions contribute a significant fraction of the protein-protein interactome. Accurate modeling of these interactions is challenging due to the vast conformational space associated with interactions of highly flexible peptides with large receptor surfaces. To address this challenge we developed a fragment based high-resolution peptide-protein docking protocol. By streamlining the Rosetta fragment picker for accurate peptide fragment ensemble generation, the PIPER docking algorithm for exhaustive fragment-receptor rigid-body docking and Rosetta FlexPepDock for flexible full-atom refinement of PIPER docked models, we successfully addressed the challenge of accurate and efficient global peptide-protein docking at high-resolution with remarkable accuracy, as validated on a small but representative set of peptide-protein complex structures well resolved by X-ray crystallography. Our approach opens up the way to high-resolution modeling of many more peptide-protein interactions and to the detailed study of peptide-protein association in general. PIPER-FlexPepDock is freely available to the academic community as a server at http://piperfpd.furmanlab.cs.huji.ac.il.
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spelling pubmed-57600722018-01-26 High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock Alam, Nawsad Goldstein, Oriel Xia, Bing Porter, Kathryn A. Kozakov, Dima Schueler-Furman, Ora PLoS Comput Biol Research Article Peptide-protein interactions contribute a significant fraction of the protein-protein interactome. Accurate modeling of these interactions is challenging due to the vast conformational space associated with interactions of highly flexible peptides with large receptor surfaces. To address this challenge we developed a fragment based high-resolution peptide-protein docking protocol. By streamlining the Rosetta fragment picker for accurate peptide fragment ensemble generation, the PIPER docking algorithm for exhaustive fragment-receptor rigid-body docking and Rosetta FlexPepDock for flexible full-atom refinement of PIPER docked models, we successfully addressed the challenge of accurate and efficient global peptide-protein docking at high-resolution with remarkable accuracy, as validated on a small but representative set of peptide-protein complex structures well resolved by X-ray crystallography. Our approach opens up the way to high-resolution modeling of many more peptide-protein interactions and to the detailed study of peptide-protein association in general. PIPER-FlexPepDock is freely available to the academic community as a server at http://piperfpd.furmanlab.cs.huji.ac.il. Public Library of Science 2017-12-27 /pmc/articles/PMC5760072/ /pubmed/29281622 http://dx.doi.org/10.1371/journal.pcbi.1005905 Text en © 2017 Alam et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Alam, Nawsad
Goldstein, Oriel
Xia, Bing
Porter, Kathryn A.
Kozakov, Dima
Schueler-Furman, Ora
High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock
title High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock
title_full High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock
title_fullStr High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock
title_full_unstemmed High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock
title_short High-resolution global peptide-protein docking using fragments-based PIPER-FlexPepDock
title_sort high-resolution global peptide-protein docking using fragments-based piper-flexpepdock
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5760072/
https://www.ncbi.nlm.nih.gov/pubmed/29281622
http://dx.doi.org/10.1371/journal.pcbi.1005905
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