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Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs

Many proteins display complex dynamical properties that are often intimately linked to their biological functions. As the native state of a protein is best described as an ensemble of conformations, it is important to be able to generate models of native state ensembles with high accuracy. Due to li...

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Autores principales: Papaleo, Elena, Camilloni, Carlo, Teilum, Kaare, Vendruscolo, Michele, Lindorff-Larsen, Kresten
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6035720/
https://www.ncbi.nlm.nih.gov/pubmed/30013831
http://dx.doi.org/10.7717/peerj.5125
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author Papaleo, Elena
Camilloni, Carlo
Teilum, Kaare
Vendruscolo, Michele
Lindorff-Larsen, Kresten
author_facet Papaleo, Elena
Camilloni, Carlo
Teilum, Kaare
Vendruscolo, Michele
Lindorff-Larsen, Kresten
author_sort Papaleo, Elena
collection PubMed
description Many proteins display complex dynamical properties that are often intimately linked to their biological functions. As the native state of a protein is best described as an ensemble of conformations, it is important to be able to generate models of native state ensembles with high accuracy. Due to limitations in sampling efficiency and force field accuracy it is, however, challenging to obtain accurate ensembles of protein conformations by the use of molecular simulations alone. Here we show that dynamic ensemble refinement, which combines an accurate atomistic force field with commonly available nuclear magnetic resonance (NMR) chemical shifts and NOEs, can provide a detailed and accurate description of the conformational ensemble of the native state of a highly dynamic protein. As both NOEs and chemical shifts are averaged on timescales up to milliseconds, the resulting ensembles reflect the structural heterogeneity that goes beyond that probed, e.g., by NMR relaxation order parameters. We selected the small protein domain NCBD as object of our study since this protein, which has been characterized experimentally in substantial detail, displays a rich and complex dynamical behaviour. In particular, the protein has been described as having a molten-globule like structure, but with a relatively rigid core. Our approach allowed us to describe the conformational dynamics of NCBD in solution, and to probe the structural heterogeneity resulting from both short- and long-timescale dynamics by the calculation of order parameters on different time scales. These results illustrate the usefulness of our approach since they show that NCBD is rather rigid on the nanosecond timescale, but interconverts within a broader ensemble on longer timescales, thus enabling the derivation of a coherent set of conclusions from various NMR experiments on this protein, which could otherwise appear in contradiction with each other.
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spelling pubmed-60357202018-07-16 Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs Papaleo, Elena Camilloni, Carlo Teilum, Kaare Vendruscolo, Michele Lindorff-Larsen, Kresten PeerJ Biochemistry Many proteins display complex dynamical properties that are often intimately linked to their biological functions. As the native state of a protein is best described as an ensemble of conformations, it is important to be able to generate models of native state ensembles with high accuracy. Due to limitations in sampling efficiency and force field accuracy it is, however, challenging to obtain accurate ensembles of protein conformations by the use of molecular simulations alone. Here we show that dynamic ensemble refinement, which combines an accurate atomistic force field with commonly available nuclear magnetic resonance (NMR) chemical shifts and NOEs, can provide a detailed and accurate description of the conformational ensemble of the native state of a highly dynamic protein. As both NOEs and chemical shifts are averaged on timescales up to milliseconds, the resulting ensembles reflect the structural heterogeneity that goes beyond that probed, e.g., by NMR relaxation order parameters. We selected the small protein domain NCBD as object of our study since this protein, which has been characterized experimentally in substantial detail, displays a rich and complex dynamical behaviour. In particular, the protein has been described as having a molten-globule like structure, but with a relatively rigid core. Our approach allowed us to describe the conformational dynamics of NCBD in solution, and to probe the structural heterogeneity resulting from both short- and long-timescale dynamics by the calculation of order parameters on different time scales. These results illustrate the usefulness of our approach since they show that NCBD is rather rigid on the nanosecond timescale, but interconverts within a broader ensemble on longer timescales, thus enabling the derivation of a coherent set of conclusions from various NMR experiments on this protein, which could otherwise appear in contradiction with each other. PeerJ Inc. 2018-07-04 /pmc/articles/PMC6035720/ /pubmed/30013831 http://dx.doi.org/10.7717/peerj.5125 Text en ©2018 Papaleo 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, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Biochemistry
Papaleo, Elena
Camilloni, Carlo
Teilum, Kaare
Vendruscolo, Michele
Lindorff-Larsen, Kresten
Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs
title Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs
title_full Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs
title_fullStr Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs
title_full_unstemmed Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs
title_short Molecular dynamics ensemble refinement of the heterogeneous native state of NCBD using chemical shifts and NOEs
title_sort molecular dynamics ensemble refinement of the heterogeneous native state of ncbd using chemical shifts and noes
topic Biochemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6035720/
https://www.ncbi.nlm.nih.gov/pubmed/30013831
http://dx.doi.org/10.7717/peerj.5125
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