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Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments
The combination of molecular dynamics (MD) simulations and small-angle X-ray scattering (SAXS), called the MD-SAXS method, is efficient for investigating protein dynamics. To overcome the time-scale limitation of all-atom MD simulations, coarse-grained (CG) representations are often utilized for bio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Biophysical Society of Japan (BSJ)
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6976007/ https://www.ncbi.nlm.nih.gov/pubmed/31984192 http://dx.doi.org/10.2142/biophysico.16.0_377 |
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author | Ekimoto, Toru Kokabu, Yuichi Oroguchi, Tomotaka Ikeguchi, Mitsunori |
author_facet | Ekimoto, Toru Kokabu, Yuichi Oroguchi, Tomotaka Ikeguchi, Mitsunori |
author_sort | Ekimoto, Toru |
collection | PubMed |
description | The combination of molecular dynamics (MD) simulations and small-angle X-ray scattering (SAXS), called the MD-SAXS method, is efficient for investigating protein dynamics. To overcome the time-scale limitation of all-atom MD simulations, coarse-grained (CG) representations are often utilized for biomolecular simulations. In this study, we propose a method to combine CG MD simulations with SAXS, termed the CG-MD-SAXS method. In the CG-MD-SAXS method, the scattering factors of CG particles for proteins and nucleic acids are evaluated using high-resolution structural data in the Protein Data Bank, and the excluded volume and the hydration shell are modeled using two adjustable parameters to incorporate solvent effects. To avoid overfitting, only the two parameters are adjusted for an entire structure ensemble. To verify the developed method, theoretical SAXS profiles for various proteins, DNA/RNA, and a protein-RNA complex are compared with both experimental profiles and theoretical profiles obtained by the all-atom representation. In the present study, we applied the CG-MD-SAXS method to the Swi5-Sfr1 complex and three types of nucleosomes to obtain reliable ensemble models consistent with the experimental SAXS data. |
format | Online Article Text |
id | pubmed-6976007 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Biophysical Society of Japan (BSJ) |
record_format | MEDLINE/PubMed |
spelling | pubmed-69760072020-01-24 Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments Ekimoto, Toru Kokabu, Yuichi Oroguchi, Tomotaka Ikeguchi, Mitsunori Biophys Physicobiol Regular Article The combination of molecular dynamics (MD) simulations and small-angle X-ray scattering (SAXS), called the MD-SAXS method, is efficient for investigating protein dynamics. To overcome the time-scale limitation of all-atom MD simulations, coarse-grained (CG) representations are often utilized for biomolecular simulations. In this study, we propose a method to combine CG MD simulations with SAXS, termed the CG-MD-SAXS method. In the CG-MD-SAXS method, the scattering factors of CG particles for proteins and nucleic acids are evaluated using high-resolution structural data in the Protein Data Bank, and the excluded volume and the hydration shell are modeled using two adjustable parameters to incorporate solvent effects. To avoid overfitting, only the two parameters are adjusted for an entire structure ensemble. To verify the developed method, theoretical SAXS profiles for various proteins, DNA/RNA, and a protein-RNA complex are compared with both experimental profiles and theoretical profiles obtained by the all-atom representation. In the present study, we applied the CG-MD-SAXS method to the Swi5-Sfr1 complex and three types of nucleosomes to obtain reliable ensemble models consistent with the experimental SAXS data. The Biophysical Society of Japan (BSJ) 2019-11-29 /pmc/articles/PMC6976007/ /pubmed/31984192 http://dx.doi.org/10.2142/biophysico.16.0_377 Text en 2019 © The Biophysical Society of Japan This article is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. To view a copy of this license, visit https://creativecommons.org/licenses/by-nc-sa/4.0/. |
spellingShingle | Regular Article Ekimoto, Toru Kokabu, Yuichi Oroguchi, Tomotaka Ikeguchi, Mitsunori Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments |
title | Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments |
title_full | Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments |
title_fullStr | Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments |
title_full_unstemmed | Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments |
title_short | Combination of coarse-grained molecular dynamics simulations and small-angle X-ray scattering experiments |
title_sort | combination of coarse-grained molecular dynamics simulations and small-angle x-ray scattering experiments |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6976007/ https://www.ncbi.nlm.nih.gov/pubmed/31984192 http://dx.doi.org/10.2142/biophysico.16.0_377 |
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