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Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations

[Image: see text] Small-angle X-ray and neutron scattering (SAXS/SANS) provide valuable insights into the structure and dynamics of biomolecules in solution, complementing a wide range of structural techniques, including molecular dynamics simulations. As contrast-based methods, they are sensitive n...

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Autores principales: Ballabio, Federico, Paissoni, Cristina, Bollati, Michela, de Rosa, Matteo, Capelli, Riccardo, Camilloni, Carlo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687869/
https://www.ncbi.nlm.nih.gov/pubmed/37923304
http://dx.doi.org/10.1021/acs.jctc.3c00864
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author Ballabio, Federico
Paissoni, Cristina
Bollati, Michela
de Rosa, Matteo
Capelli, Riccardo
Camilloni, Carlo
author_facet Ballabio, Federico
Paissoni, Cristina
Bollati, Michela
de Rosa, Matteo
Capelli, Riccardo
Camilloni, Carlo
author_sort Ballabio, Federico
collection PubMed
description [Image: see text] Small-angle X-ray and neutron scattering (SAXS/SANS) provide valuable insights into the structure and dynamics of biomolecules in solution, complementing a wide range of structural techniques, including molecular dynamics simulations. As contrast-based methods, they are sensitive not only to structural properties but also to solvent–solute interactions. Their use in molecular dynamics simulations requires a forward model that should be as fast and accurate as possible. In this work, we demonstrate the feasibility of calculating SAXS and SANS intensities using a coarse-grained representation consisting of one bead per amino acid and three beads per nucleic acid, with form factors that can be corrected on the fly to account for solvation effects at no additional computational cost. By coupling this forward model with molecular dynamics simulations restrained with SAS data, it is possible to determine conformational ensembles or refine the structure and dynamics of proteins and nucleic acids in agreement with the experimental results. To assess the robustness of this approach, we applied it to gelsolin, for which we acquired SAXS data on its closed state, and to a UP1-microRNA complex, for which we used previously collected measurements. Our hybrid-resolution small-angle scattering (hySAS) implementation, being distributed in PLUMED, can be used with atomistic and coarse-grained simulations using diverse restraining strategies.
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spelling pubmed-106878692023-12-01 Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations Ballabio, Federico Paissoni, Cristina Bollati, Michela de Rosa, Matteo Capelli, Riccardo Camilloni, Carlo J Chem Theory Comput [Image: see text] Small-angle X-ray and neutron scattering (SAXS/SANS) provide valuable insights into the structure and dynamics of biomolecules in solution, complementing a wide range of structural techniques, including molecular dynamics simulations. As contrast-based methods, they are sensitive not only to structural properties but also to solvent–solute interactions. Their use in molecular dynamics simulations requires a forward model that should be as fast and accurate as possible. In this work, we demonstrate the feasibility of calculating SAXS and SANS intensities using a coarse-grained representation consisting of one bead per amino acid and three beads per nucleic acid, with form factors that can be corrected on the fly to account for solvation effects at no additional computational cost. By coupling this forward model with molecular dynamics simulations restrained with SAS data, it is possible to determine conformational ensembles or refine the structure and dynamics of proteins and nucleic acids in agreement with the experimental results. To assess the robustness of this approach, we applied it to gelsolin, for which we acquired SAXS data on its closed state, and to a UP1-microRNA complex, for which we used previously collected measurements. Our hybrid-resolution small-angle scattering (hySAS) implementation, being distributed in PLUMED, can be used with atomistic and coarse-grained simulations using diverse restraining strategies. American Chemical Society 2023-11-03 /pmc/articles/PMC10687869/ /pubmed/37923304 http://dx.doi.org/10.1021/acs.jctc.3c00864 Text en © 2023 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 Ballabio, Federico
Paissoni, Cristina
Bollati, Michela
de Rosa, Matteo
Capelli, Riccardo
Camilloni, Carlo
Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations
title Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations
title_full Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations
title_fullStr Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations
title_full_unstemmed Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations
title_short Accurate and Efficient SAXS/SANS Implementation Including Solvation Layer Effects Suitable for Molecular Simulations
title_sort accurate and efficient saxs/sans implementation including solvation layer effects suitable for molecular simulations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10687869/
https://www.ncbi.nlm.nih.gov/pubmed/37923304
http://dx.doi.org/10.1021/acs.jctc.3c00864
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