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Exploiting Sequence-Dependent Rotamer Information in Global Optimization of Proteins
[Image: see text] Rotamers, namely amino acid side chain conformations common to many different peptides, can be compiled into libraries. These rotamer libraries are used in protein modeling, where the limited conformational space occupied by amino acid side chains is exploited. Here, we construct a...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623586/ https://www.ncbi.nlm.nih.gov/pubmed/36257022 http://dx.doi.org/10.1021/acs.jpcb.2c04647 |
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author | Dicks, L. Wales, D. J. |
author_facet | Dicks, L. Wales, D. J. |
author_sort | Dicks, L. |
collection | PubMed |
description | [Image: see text] Rotamers, namely amino acid side chain conformations common to many different peptides, can be compiled into libraries. These rotamer libraries are used in protein modeling, where the limited conformational space occupied by amino acid side chains is exploited. Here, we construct a sequence-dependent rotamer library from simulations of all possible tripeptides, which provides rotameric states dependent on adjacent amino acids. We observe significant sensitivity of rotamer populations to sequence and find that the library is successful in locating side chain conformations present in crystal structures. The library is designed for applications with basin-hopping global optimization, where we use it to propose moves in conformational space. The addition of rotamer moves significantly increases the efficiency of protein structure prediction within this framework, and we determine parameters to optimize efficiency. |
format | Online Article Text |
id | pubmed-9623586 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-96235862022-11-02 Exploiting Sequence-Dependent Rotamer Information in Global Optimization of Proteins Dicks, L. Wales, D. J. J Phys Chem B [Image: see text] Rotamers, namely amino acid side chain conformations common to many different peptides, can be compiled into libraries. These rotamer libraries are used in protein modeling, where the limited conformational space occupied by amino acid side chains is exploited. Here, we construct a sequence-dependent rotamer library from simulations of all possible tripeptides, which provides rotameric states dependent on adjacent amino acids. We observe significant sensitivity of rotamer populations to sequence and find that the library is successful in locating side chain conformations present in crystal structures. The library is designed for applications with basin-hopping global optimization, where we use it to propose moves in conformational space. The addition of rotamer moves significantly increases the efficiency of protein structure prediction within this framework, and we determine parameters to optimize efficiency. American Chemical Society 2022-10-18 2022-10-27 /pmc/articles/PMC9623586/ /pubmed/36257022 http://dx.doi.org/10.1021/acs.jpcb.2c04647 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Dicks, L. Wales, D. J. Exploiting Sequence-Dependent Rotamer Information in Global Optimization of Proteins |
title | Exploiting Sequence-Dependent
Rotamer Information
in Global Optimization of Proteins |
title_full | Exploiting Sequence-Dependent
Rotamer Information
in Global Optimization of Proteins |
title_fullStr | Exploiting Sequence-Dependent
Rotamer Information
in Global Optimization of Proteins |
title_full_unstemmed | Exploiting Sequence-Dependent
Rotamer Information
in Global Optimization of Proteins |
title_short | Exploiting Sequence-Dependent
Rotamer Information
in Global Optimization of Proteins |
title_sort | exploiting sequence-dependent
rotamer information
in global optimization of proteins |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9623586/ https://www.ncbi.nlm.nih.gov/pubmed/36257022 http://dx.doi.org/10.1021/acs.jpcb.2c04647 |
work_keys_str_mv | AT dicksl exploitingsequencedependentrotamerinformationinglobaloptimizationofproteins AT walesdj exploitingsequencedependentrotamerinformationinglobaloptimizationofproteins |