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Assessment of ab initio models of protein complexes by molecular dynamics

Determining how proteins interact to form stable complexes is of crucial importance, for example in the development of novel therapeutics. Computational methods to determine the thermodynamically stable conformation of complexes from the structure of the binding partners, such as RosettaDock, might...

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Detalles Bibliográficos
Autores principales: Radom, Filip, Plückthun, Andreas, Paci, Emanuele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6002105/
https://www.ncbi.nlm.nih.gov/pubmed/29864135
http://dx.doi.org/10.1371/journal.pcbi.1006182
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author Radom, Filip
Plückthun, Andreas
Paci, Emanuele
author_facet Radom, Filip
Plückthun, Andreas
Paci, Emanuele
author_sort Radom, Filip
collection PubMed
description Determining how proteins interact to form stable complexes is of crucial importance, for example in the development of novel therapeutics. Computational methods to determine the thermodynamically stable conformation of complexes from the structure of the binding partners, such as RosettaDock, might potentially emerge to become a promising alternative to traditional structure determination methods. However, while models virtually identical to the correct experimental structure can in some cases be generated, the main difficulty remains to discriminate correct or approximately correct models from decoys. This is due to the ruggedness of the free-energy landscape, the approximations intrinsic in the scoring functions, and the intrinsic flexibility of proteins. Here we show that molecular dynamics simulations performed starting from a number top-scoring models can not only discriminate decoys and identify the correct structure, but may also provide information on an initial map of the free energy landscape that elucidates the binding mechanism.
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spelling pubmed-60021052018-06-25 Assessment of ab initio models of protein complexes by molecular dynamics Radom, Filip Plückthun, Andreas Paci, Emanuele PLoS Comput Biol Research Article Determining how proteins interact to form stable complexes is of crucial importance, for example in the development of novel therapeutics. Computational methods to determine the thermodynamically stable conformation of complexes from the structure of the binding partners, such as RosettaDock, might potentially emerge to become a promising alternative to traditional structure determination methods. However, while models virtually identical to the correct experimental structure can in some cases be generated, the main difficulty remains to discriminate correct or approximately correct models from decoys. This is due to the ruggedness of the free-energy landscape, the approximations intrinsic in the scoring functions, and the intrinsic flexibility of proteins. Here we show that molecular dynamics simulations performed starting from a number top-scoring models can not only discriminate decoys and identify the correct structure, but may also provide information on an initial map of the free energy landscape that elucidates the binding mechanism. Public Library of Science 2018-06-04 /pmc/articles/PMC6002105/ /pubmed/29864135 http://dx.doi.org/10.1371/journal.pcbi.1006182 Text en © 2018 Radom 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
Radom, Filip
Plückthun, Andreas
Paci, Emanuele
Assessment of ab initio models of protein complexes by molecular dynamics
title Assessment of ab initio models of protein complexes by molecular dynamics
title_full Assessment of ab initio models of protein complexes by molecular dynamics
title_fullStr Assessment of ab initio models of protein complexes by molecular dynamics
title_full_unstemmed Assessment of ab initio models of protein complexes by molecular dynamics
title_short Assessment of ab initio models of protein complexes by molecular dynamics
title_sort assessment of ab initio models of protein complexes by molecular dynamics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6002105/
https://www.ncbi.nlm.nih.gov/pubmed/29864135
http://dx.doi.org/10.1371/journal.pcbi.1006182
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