Literature DB >> 31251056

Combined Small-Angle X-ray and Neutron Scattering Restraints in Molecular Dynamics Simulations.

Po-Chia Chen1, Roman Shevchuk2, Felix M Strnad2, Charlotte Lorenz3,4, Lukas Karge5, Ralph Gilles5, Andreas M Stadler3,4, Janosch Hennig1, Jochen S Hub6.   

Abstract

Small-angle X-ray and small-angle neutron scattering (SAXS/SANS) provide unique structural information on biomolecules and their complexes in solution. SANS may provide multiple independent data sets by means of contrast variation experiments, that is, by measuring at different D2O concentrations and different perdeuteration conditions of the biomolecular complex. However, even the combined data from multiple SAXS/SANS sets is by far insufficient to define all degrees of freedom of a complex, leading to a significant risk of overfitting when refining biomolecular structures against SAXS/SANS data. Hence, to control against overfitting, the low-information SAXS/SANS data must be complemented by accurate physical models, and, if possible, refined models should be cross-validated against independent data not used during the refinement. We present a method for refining atomic biomolecular structures against multiple sets of SAXS and SANS data using all-atom molecular dynamics simulations. Using the protein citrate synthase and the protein/RNA complex Sxl-Unr-msl2 mRNA as test cases, we demonstrate how multiple SAXS and SANS sets may be used for refinement and cross-validation, thereby excluding overfitting during refinement. For the Sxl-Unr-msl2 complex, we find that perdeuteration of the Unr domain leads to a unique, slightly compacted conformation, whereas other perdeuteration conditions lead to similar solution conformations compared to the nondeuterated state. In line with our previous method for predicting SAXS curves, SANS curves were predicted with explicit-solvent calculations, taking atomic models for both the hydration layer and the excluded solvent into account, thereby avoiding the use of solvent-related fitting parameters and solvent-reduced neutron scattering lengths. We expect the method to be useful for deriving and validating solution structures of biomolecules and soft-matter complexes, and for critically assessing whether multiple SAXS and SANS sets are mutually compatible.

Entities:  

Mesh:

Substances:

Year:  2019        PMID: 31251056     DOI: 10.1021/acs.jctc.9b00292

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  4 in total

Review 1.  Hybrid methods for combined experimental and computational determination of protein structure.

Authors:  Justin T Seffernick; Steffen Lindert
Journal:  J Chem Phys       Date:  2020-12-28       Impact factor: 3.488

2.  Insights into the structural stability of major groove RNA triplexes by WAXS-guided MD simulations.

Authors:  Yen-Lin Chen; Weiwei He; Serdal Kirmizialtin; Lois Pollack
Journal:  Cell Rep Phys Sci       Date:  2022-07-11

3.  Conformational dynamics of a multidomain protein by neutron scattering and computational analysis.

Authors:  Hiroshi Nakagawa; Tomohide Saio; Michihiro Nagao; Rintaro Inoue; Masaaki Sugiyama; Satoshi Ajito; Taiki Tominaga; Yukinobu Kawakita
Journal:  Biophys J       Date:  2021-07-07       Impact factor: 3.699

4.  Combining molecular dynamics simulations with small-angle X-ray and neutron scattering data to study multi-domain proteins in solution.

Authors:  Andreas Haahr Larsen; Yong Wang; Sandro Bottaro; Sergei Grudinin; Lise Arleth; Kresten Lindorff-Larsen
Journal:  PLoS Comput Biol       Date:  2020-04-27       Impact factor: 4.475

  4 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.