DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Internal protein motions in molecular-dynamics simulations of Bragg and diffuse X-ray scattering

Abstract

Molecular-dynamics (MD) simulations of Bragg and diffuse X-ray scattering provide a means of obtaining experimentally validated models of protein conformational ensembles. This paper shows that compared with a single periodic unit-cell model, the accuracy of simulating diffuse scattering is increased when the crystal is modeled as a periodic supercell consisting of a 2 × 2 × 2 layout of eight unit cells. The MD simulations capture the general dependence of correlations on the separation of atoms. There is substantial agreement between the simulated Bragg reflections and the crystal structure; there are local deviations, however, indicating both the limitation of using a single structure to model disordered regions of the protein and local deviations of the average structure away from the crystal structure. Although it was anticipated that a simulation of longer duration might be required to achieve maximal agreement of the diffuse scattering calculation with the data using the supercell model, only a microsecond is required, the same as for the unit cell. Rigid protein motions only account for a minority fraction of the variation in atom positions from the simulation. The results indicate that protein crystal dynamics may be dominated by internal motions rather than packing interactions, and that MD simulations canmore » be combined with Bragg and diffuse X-ray scattering to model the protein conformational ensemble.« less

Authors:
ORCiD logo [1]
  1. Los Alamos National Lab. (LANL), Los Alamos, NM (United States)
Publication Date:
Research Org.:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Org.:
USDOE Office of Science (SC); USDOE National Nuclear Security Administration (NNSA); Univ. of California, Los Angeles, CA (United States)
OSTI Identifier:
1418076
Alternate Identifier(s):
OSTI ID: 1427377
Report Number(s):
LA-UR-17-27716
Journal ID: ISSN 2052-2525; IUCRAJ; PII: S2052252518000519
Grant/Contract Number:  
AC52-06NA25396
Resource Type:
Published Article
Journal Name:
IUCrJ
Additional Journal Information:
Journal Name: IUCrJ Journal Volume: 5 Journal Issue: 2; Journal ID: ISSN 2052-2525
Publisher:
International Union of Crystallography
Country of Publication:
United Kingdom
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES; 97 MATHEMATICS AND COMPUTING; Biological Science; diffuse scattering; protein crystallography; X-ray diffraction; molecular dynamics simulation; protein conformational ensemble; staphylococcal nuclease

Citation Formats

Wall, Michael E. Internal protein motions in molecular-dynamics simulations of Bragg and diffuse X-ray scattering. United Kingdom: N. p., 2018. Web. doi:10.1107/S2052252518000519.
Wall, Michael E. Internal protein motions in molecular-dynamics simulations of Bragg and diffuse X-ray scattering. United Kingdom. https://doi.org/10.1107/S2052252518000519
Wall, Michael E. Thu . "Internal protein motions in molecular-dynamics simulations of Bragg and diffuse X-ray scattering". United Kingdom. https://doi.org/10.1107/S2052252518000519.
@article{osti_1418076,
title = {Internal protein motions in molecular-dynamics simulations of Bragg and diffuse X-ray scattering},
author = {Wall, Michael E.},
abstractNote = {Molecular-dynamics (MD) simulations of Bragg and diffuse X-ray scattering provide a means of obtaining experimentally validated models of protein conformational ensembles. This paper shows that compared with a single periodic unit-cell model, the accuracy of simulating diffuse scattering is increased when the crystal is modeled as a periodic supercell consisting of a 2 × 2 × 2 layout of eight unit cells. The MD simulations capture the general dependence of correlations on the separation of atoms. There is substantial agreement between the simulated Bragg reflections and the crystal structure; there are local deviations, however, indicating both the limitation of using a single structure to model disordered regions of the protein and local deviations of the average structure away from the crystal structure. Although it was anticipated that a simulation of longer duration might be required to achieve maximal agreement of the diffuse scattering calculation with the data using the supercell model, only a microsecond is required, the same as for the unit cell. Rigid protein motions only account for a minority fraction of the variation in atom positions from the simulation. The results indicate that protein crystal dynamics may be dominated by internal motions rather than packing interactions, and that MD simulations can be combined with Bragg and diffuse X-ray scattering to model the protein conformational ensemble.},
doi = {10.1107/S2052252518000519},
journal = {IUCrJ},
number = 2,
volume = 5,
place = {United Kingdom},
year = {Thu Jan 25 00:00:00 EST 2018},
month = {Thu Jan 25 00:00:00 EST 2018}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1107/S2052252518000519

Citation Metrics:
Cited by: 19 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Validation of Molecular Dynamics Simulations of Biomolecules Using NMR Spin Relaxation as Benchmarks:  Application to the AMBER99SB Force Field
journal, March 2007

  • Showalter, Scott A.; Brüschweiler, Rafael
  • Journal of Chemical Theory and Computation, Vol. 3, Issue 3
  • DOI: 10.1021/ct7000045

SwissParam: A fast force field generation tool for small organic molecules
journal, May 2011

  • Zoete, Vincent; Cuendet, Michel A.; Grosdidier, Aurélien
  • Journal of Computational Chemistry, Vol. 32, Issue 11
  • DOI: 10.1002/jcc.21816

Evaluating Elastic Network Models of Crystalline Biological Molecules with Temperature Factors, Correlated Motions, and Diffuse X-Ray Scattering
journal, October 2010


Molecular Rigid-Body Displacements in a Tetragonal Lysozyme Crystal Confirmed by X-ray Diffuse Scattering
journal, July 1996

  • Pérez, J.; Faure, P.; Benoit, J. -P.
  • Acta Crystallographica Section D Biological Crystallography, Vol. 52, Issue 4
  • DOI: 10.1107/S0907444996002594

Slow conformational exchange and overall rocking motion in ubiquitin protein crystals
journal, July 2017

  • Kurauskas, Vilius; Izmailov, Sergei A.; Rogacheva, Olga N.
  • Nature Communications, Vol. 8, Issue 1
  • DOI: 10.1038/s41467-017-00165-8

Overview of the CCP 4 suite and current developments
journal, March 2011

  • Winn, Martyn D.; Ballard, Charles C.; Cowtan, Kevin D.
  • Acta Crystallographica Section D Biological Crystallography, Vol. 67, Issue 4
  • DOI: 10.1107/S0907444910045749

Atomic-Resolution Structural Dynamics in Crystalline Proteins from NMR and Molecular Simulation
journal, November 2012

  • Mollica, Luca; Baias, Maria; Lewandowski, Józef R.
  • The Journal of Physical Chemistry Letters, Vol. 3, Issue 23
  • DOI: 10.1021/jz3016233

GROMACS: A message-passing parallel molecular dynamics implementation
journal, September 1995

  • Berendsen, H. J. C.; van der Spoel, D.; van Drunen, R.
  • Computer Physics Communications, Vol. 91, Issue 1-3
  • DOI: 10.1016/0010-4655(95)00042-E

Correlations of atomic movements in lysozyme crystals
journal, February 1992

  • Clarage, James B.; Clarage, Michael S.; Phillips, Walter C.
  • Proteins: Structure, Function, and Genetics, Vol. 12, Issue 2
  • DOI: 10.1002/prot.340120208

Correlated intramolecular motions and diffuse x–ray scattering in lysozyme
journal, February 1994

  • Faure, P.; Micu, A.; Pérahia, D.
  • Nature Structural & Molecular Biology, Vol. 1, Issue 2
  • DOI: 10.1038/nsb0294-124

Application of Elastic Network Models to Proteins in the Crystalline State
journal, January 2009


Variations on a theme by Debye and Waller: From simple crystals to proteins
journal, October 1997


Improved side-chain torsion potentials for the Amber ff99SB protein force field
journal, January 2010

  • Lindorff-Larsen, Kresten; Piana, Stefano; Palmo, Kim
  • Proteins: Structure, Function, and Bioinformatics
  • DOI: 10.1002/prot.22711

Acoustic vibrations contribute to the diffuse scatter produced by ribosome crystals
journal, September 2015

  • Polikanov, Yury S.; Moore, Peter B.
  • Acta Crystallographica Section D Biological Crystallography, Vol. 71, Issue 10
  • DOI: 10.1107/S1399004715013838

Dynamics of Proteins in Crystals: Comparison of Experiment with Simple Models
journal, August 2002


Protein dynamics from X-ray crystallography: Anisotropic, global motion in diffuse scattering patterns
journal, December 2006

  • Meinhold, Lars; Smith, Jeremy C.
  • Proteins: Structure, Function, and Bioinformatics, Vol. 66, Issue 4
  • DOI: 10.1002/prot.21246

Molecular Dynamics of Staphylococcal Nuclease:  Comparison of Simulation with 15 N and 13 C NMR Relaxation Data
journal, June 1998

  • Chatfield, David C.; Szabo, Attila; Brooks, Bernard R.
  • Journal of the American Chemical Society, Vol. 120, Issue 21
  • DOI: 10.1021/ja972215n

Peptide Crystal Simulations Reveal Hidden Dynamics
journal, May 2013

  • Janowski, Pawel A.; Cerutti, David S.; Holton, James
  • Journal of the American Chemical Society, Vol. 135, Issue 21
  • DOI: 10.1021/ja401382y

The crystal structure of the ternary complex of staphylococcal nuclease, Ca2+ and the inhibitor pdTp, refined at 1.65 Å
journal, January 1989

  • Loll, Patrick J.; Lattman, Eaton E.
  • Proteins: Structure, Function, and Genetics, Vol. 5, Issue 3
  • DOI: 10.1002/prot.340050302

PHENIX: a comprehensive Python-based system for macromolecular structure solution
journal, January 2010

  • Adams, Paul D.; Afonine, Pavel V.; Bunkóczi, Gábor
  • Acta Crystallographica Section D Biological Crystallography, Vol. 66, Issue 2, p. 213-221
  • DOI: 10.1107/S0907444909052925

Systematic Validation of Protein Force Fields against Experimental Data
journal, February 2012


The Computational Crystallography Toolbox : crystallographic algorithms in a reusable software framework
journal, January 2002

  • Grosse-Kunstleve, Ralf W.; Sauter, Nicholas K.; Moriarty, Nigel W.
  • Journal of Applied Crystallography, Vol. 35, Issue 1
  • DOI: 10.1107/S0021889801017824

Three-dimensional diffuse x-ray scattering from crystals of Staphylococcal nuclease
journal, June 1997

  • Wall, M. E.; Ealick, S. E.; Gruner, S. M.
  • Proceedings of the National Academy of Sciences, Vol. 94, Issue 12
  • DOI: 10.1073/pnas.94.12.6180

All-Atom Empirical Potential for Molecular Modeling and Dynamics Studies of Proteins
journal, April 1998

  • MacKerell, A. D.; Bashford, D.; Bellott, M.
  • The Journal of Physical Chemistry B, Vol. 102, Issue 18
  • DOI: 10.1021/jp973084f

Fluctuations and Correlations in Crystalline Protein Dynamics: A Simulation Analysis of Staphylococcal Nuclease
journal, April 2005


Molecular dynamics studied by analysis of the X-ray diffuse scattering from lysozyme crystals
journal, February 1987


Motions of calmodulin characterized using both Bragg and diffuse X-ray scattering
journal, December 1997


Modelling dynamics in protein crystal structures by ensemble refinement
journal, December 2012


Molecular dynamics simulation of triclinic lysozyme in a crystal lattice: Molecular Dynamics of Crystal Lysozyme
journal, June 2015

  • Janowski, Pawel A.; Liu, Chunmei; Deckman, Jason
  • Protein Science, Vol. 25, Issue 1
  • DOI: 10.1002/pro.2713

X-ray diffuse scattering and rigid-body motion in crystalline lysozyme probed by molecular dynamics simulation 1 1Edited by R. Huber
journal, May 1998

  • Héry, Stéphanie; Genest, Daniel; Smith, Jeremy C.
  • Journal of Molecular Biology, Vol. 279, Issue 1
  • DOI: 10.1006/jmbi.1998.1754

Macromolecular diffractive imaging using imperfect crystals
journal, February 2016

  • Ayyer, Kartik; Yefanov, Oleksandr M.; Oberthür, Dominik
  • Nature, Vol. 530, Issue 7589, p. 202-206
  • DOI: 10.1038/nature16949

Correlated Dynamics Determining X-Ray Diffuse Scattering from a Crystalline Protein Revealed by Molecular Dynamics Simulation
journal, November 2005


A sampling problem in molecular dynamics simulations of macromolecules.
journal, April 1995

  • Clarage, J. B.; Romo, T.; Andrews, B. K.
  • Proceedings of the National Academy of Sciences, Vol. 92, Issue 8
  • DOI: 10.1073/pnas.92.8.3288

Crystallographic fast Fourier transforms
journal, March 1973


Observing the overall rocking motion of a protein in a crystal
journal, October 2015

  • Ma, Peixiang; Xue, Yi; Coquelle, Nicolas
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms9361

Conformational dynamics of a crystalline protein from microsecond-scale molecular dynamics simulations and diffuse X-ray scattering
journal, December 2014

  • Wall, Michael E.; Van Benschoten, Andrew H.; Sauter, Nicholas K.
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 50
  • DOI: 10.1073/pnas.1416744111