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Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution

Structure determination using cryo-electron microscopy (cryo-EM) medium-resolution density maps is often facilitated by flexible fitting. Avoiding overfitting, adjusting force constants driving the structure to the density map, and emulating complex conformational transitions are major concerns in t...

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Detalles Bibliográficos
Autores principales: Kulik, Marta, Mori, Takaharu, Sugita, Yuji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025875/
https://www.ncbi.nlm.nih.gov/pubmed/33842541
http://dx.doi.org/10.3389/fmolb.2021.631854
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author Kulik, Marta
Mori, Takaharu
Sugita, Yuji
author_facet Kulik, Marta
Mori, Takaharu
Sugita, Yuji
author_sort Kulik, Marta
collection PubMed
description Structure determination using cryo-electron microscopy (cryo-EM) medium-resolution density maps is often facilitated by flexible fitting. Avoiding overfitting, adjusting force constants driving the structure to the density map, and emulating complex conformational transitions are major concerns in the fitting. To address them, we develop a new method based on a three-step multi-scale protocol. First, flexible fitting molecular dynamics (MD) simulations with coarse-grained structure-based force field and replica-exchange scheme between different force constants replicas are performed. Second, fitted Cα atom positions guide the all-atom structure in targeted MD. Finally, the all-atom flexible fitting refinement in implicit solvent adjusts the positions of the side chains in the density map. Final models obtained via the multi-scale protocol are significantly better resolved and more reliable in comparison with long all-atom flexible fitting simulations. The protocol is useful for multi-domain systems with intricate structural transitions as it preserves the secondary structure of single domains.
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spelling pubmed-80258752021-04-08 Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution Kulik, Marta Mori, Takaharu Sugita, Yuji Front Mol Biosci Molecular Biosciences Structure determination using cryo-electron microscopy (cryo-EM) medium-resolution density maps is often facilitated by flexible fitting. Avoiding overfitting, adjusting force constants driving the structure to the density map, and emulating complex conformational transitions are major concerns in the fitting. To address them, we develop a new method based on a three-step multi-scale protocol. First, flexible fitting molecular dynamics (MD) simulations with coarse-grained structure-based force field and replica-exchange scheme between different force constants replicas are performed. Second, fitted Cα atom positions guide the all-atom structure in targeted MD. Finally, the all-atom flexible fitting refinement in implicit solvent adjusts the positions of the side chains in the density map. Final models obtained via the multi-scale protocol are significantly better resolved and more reliable in comparison with long all-atom flexible fitting simulations. The protocol is useful for multi-domain systems with intricate structural transitions as it preserves the secondary structure of single domains. Frontiers Media S.A. 2021-03-19 /pmc/articles/PMC8025875/ /pubmed/33842541 http://dx.doi.org/10.3389/fmolb.2021.631854 Text en Copyright © 2021 Kulik, Mori and Sugita. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Molecular Biosciences
Kulik, Marta
Mori, Takaharu
Sugita, Yuji
Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution
title Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution
title_full Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution
title_fullStr Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution
title_full_unstemmed Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution
title_short Multi-Scale Flexible Fitting of Proteins to Cryo-EM Density Maps at Medium Resolution
title_sort multi-scale flexible fitting of proteins to cryo-em density maps at medium resolution
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8025875/
https://www.ncbi.nlm.nih.gov/pubmed/33842541
http://dx.doi.org/10.3389/fmolb.2021.631854
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