Determination of Protein Structural Ensembles by Hybrid-Resolution SAXS Restrained Molecular Dynamics

被引:25
作者
Paissoni, Cristina [1 ]
Jussupow, Alexander [2 ,3 ]
Camilloni, Carlo [1 ]
机构
[1] Univ Milan, Dipartimento Biosci, I-20133 Milan, Italy
[2] Tech Univ Munich, Dept Chem, D-85747 Garching, Germany
[3] Tech Univ Munich, Inst Adv Study, D-85747 Garching, Germany
关键词
X-RAY-SCATTERING; 63-LINKED POLYUBIQUITIN CHAINS; FREE-ENERGY LANDSCAPES; BEAD FORM-FACTORS; CONFORMATIONAL ENSEMBLES; RECOGNITION; REFINEMENT; WATER; SIMULATIONS; STATES;
D O I
10.1021/acs.jctc.9b01181
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Small-angle X-ray scattering (SAXS) experiments provide low-resolution but valuable information about the dynamics of biomolecular systems, which could be ideally integrated into molecular dynamics (MD) simulations to accurately determine conformational ensembles of flexible proteins. The applicability of this strategy is hampered by the high computational cost required to calculate scattering intensities from three-dimensional structures. We previously presented a hybrid resolution method that makes atomistic SAXS-restrained MD simulation feasible by adopting a coarse-grained approach to efficiently back-calculate scattering intensities; here, we extend this technique, applying it in the framework of metainference with the aim to investigate the dynamical behavior of flexible biomolecules. The efficacy of the method is assessed on the K63-diubiquitin, showing that the inclusion of SAXS restraints is effective in generating a reliable conformational ensemble, improving the agreement with independent experimental data.
引用
收藏
页码:2825 / 2834
页数:10
相关论文
共 50 条
  • [1] Bayesian refinement of protein structures and ensembles against SAXS data using molecular dynamics
    Shevchuk, Roman
    Hub, Jochen S.
    PLOS COMPUTATIONAL BIOLOGY, 2017, 13 (10)
  • [2] Determination of protein structural ensembles using cryo-electron microscopy
    Bonomi, Massimiliano
    Vendruscolo, Michele
    CURRENT OPINION IN STRUCTURAL BIOLOGY, 2019, 56 : 37 - 45
  • [3] CoNSEnsX+ Webserver for the Analysis of Protein Structural Ensembles Reflecting Experimentally Determined Internal Dynamics
    Dudola, Daniel
    Kovacs, Bertalan
    Gaspari, Zoltan
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2017, 57 (08) : 1728 - 1734
  • [4] Hierarchical Ensembles of Intrinsically Disordered Proteins at Atomic Resolution in Molecular Dynamics Simulations
    Pietrek, Lisa M.
    Stelzl, Lukas S.
    Hummer, Gerhard
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2020, 16 (01) : 725 - 737
  • [5] Comparisons of Protein Dynamics from Experimental Structure Ensembles, Molecular Dynamics Ensembles, and Coarse-Grained Elastic Network Models
    Sankar, Kannan
    Mishra, Sambit K.
    Jernigan, Robert L.
    JOURNAL OF PHYSICAL CHEMISTRY B, 2018, 122 (21) : 5409 - 5417
  • [6] Ultrafast Structural Dynamics of the Photocleavage of Protein Hybrid Nanoparticles
    Ibrahimkutty, Shyjumon
    Kim, Jangbae
    Cammarata, Marco
    Ewald, Friederike
    Choi, Jungkweon
    Ihee, Hyotcherl
    Plech, Anton
    ACS NANO, 2011, 5 (05) : 3788 - 3794
  • [7] High-resolution structural characterization of Noxa, an intrinsically disordered protein, by microsecond molecular dynamics simulations
    Espinoza-Fonseca, L. Michel
    Kelekar, Ameeta
    MOLECULAR BIOSYSTEMS, 2015, 11 (07) : 1850 - 1856
  • [8] Contribution of Molecular Dynamics in pNMR for the Structural Determination of AnV and AnVI Complexes in Solution
    Poulin-Ponnelle, Clovis
    Duvail, Magali
    Dumas, Thomas
    Berthon, Claude
    INORGANIC CHEMISTRY, 2022, 61 (40) : 15895 - 15909
  • [9] Guide for determination of protein structural ensembles by combining cryo-EM data with metadynamics
    Brotzakis, Z. Faidon
    FEBS OPEN BIO, 2023, 13 (07): : 1193 - 1203
  • [10] Protein Structure Refinement through Structure Selection and Averaging from Molecular Dynamics Ensembles
    Mirjalili, Vahid
    Feig, Michael
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2013, 9 (02) : 1294 - 1303