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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8025875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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