Fitting high-resolution electron density maps from atomic models to solution scattering data

被引:3
|
作者
Chamberlain, Sarah R. [1 ]
Moore, Stephen [1 ]
Grant, Thomas D. [1 ]
机构
[1] SUNY Buffalo, Jacobs Sch Med & Biomed Sci, Dept Struct Biol, Buffalo, NY 14068 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
X-RAY-SCATTERING; SMALL-ANGLE SCATTERING; WEB SERVER; BIOLOGICAL MACROMOLECULES; HYDRATION LAYER; COMPUTATION; SAXS; PROTEINS; PROFILES; SOLVENT;
D O I
10.1016/j.bpj.2023.10.034
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Solution scattering techniques, such as small-and wide-angle X-ray scattering (SWAXS), provide valuable in-sights into the structure and dynamics of biological macromolecules in solution. In this study, we present an approach to accu-rately predict solution X-ray scattering profiles at wide angles from atomic models by generating high-resolution electron density maps. Our method accounts for the excluded volume of bulk solvent by calculating unique adjusted atomic volumes directly from the atomic coordinates. This approach eliminates the need for one of the free fitting parameters commonly used in existing al-gorithms, resulting in improved accuracy of the calculated SWAXS profile. An implicit model of the hydration shell is generated that uses the form factor of water. Two parameters, namely the bulk solvent density and the mean hydration shell contrast, are adjusted to best fit the data. Results using eight publicly available SWAXS profiles show high-quality fits to the data. In each case, the optimized parameter values show small adjustments demonstrating that the default values are close to the true solu-tion. Disabling parameter optimization produces significantly more accurate predicted scattering profiles compared to the lead-ing software. The algorithm is computationally efficient, comparable to the leading software and up to 10 times faster for large molecules. The algorithm is encoded in a command line script called denss.pdb2mrc.py and is available open source as part of the DENSS v1.7.0 software package. In addition to improving the ability to compare atomic models to experimental SWAXS data, these developments pave the way for increasing the accuracy of modeling algorithms using SWAXS data and decreasing the risk of overfitting.
引用
收藏
页码:4567 / 4581
页数:15
相关论文
共 50 条
  • [21] A fully automatic method yielding initial models from high-resolution cryo-electron microscopy maps
    Thomas C. Terwilliger
    Paul D. Adams
    Pavel V. Afonine
    Oleg V. Sobolev
    Nature Methods, 2018, 15 : 905 - 908
  • [22] A fully automatic method yielding initial models from high-resolution cryo-electron microscopy maps
    Terwilliger, Thomas C.
    Adams, Paul D.
    Afonine, Pavel V.
    Sobolev, Oleg V.
    NATURE METHODS, 2018, 15 (11) : 905 - +
  • [23] HIGH-RESOLUTION ELECTRON-SCATTERING FROM AL-27
    KLINE, FJ
    FLANZ, J
    KAN, PT
    PETERSON, GA
    SZALATA, ZM
    WEBB, DV
    BARBER, WC
    BERTOZZI, W
    DEMOS, PT
    HEISENBERG, J
    KOWALSKI, S
    SARGENT, CP
    WILLIAMSON, C
    BULLETIN OF THE AMERICAN PHYSICAL SOCIETY, 1975, 20 (04): : 567 - 567
  • [24] HIGH-RESOLUTION ELECTRON-SCATTERING FROM CARBON-DIOXIDE
    FIELD, D
    LUNT, SL
    MROTZEK, G
    RANDELL, J
    ZIESEL, JP
    JOURNAL OF PHYSICS B-ATOMIC MOLECULAR AND OPTICAL PHYSICS, 1991, 24 (15) : 3497 - 3506
  • [25] HIGH-RESOLUTION ELECTRON-MICROSCOPY FOR ATOMIC CLUSTERS
    MIHAMA, K
    JOURNAL OF ELECTRON MICROSCOPY, 1990, 39 (04): : 286 - 286
  • [26] Clickstream Data Yields High-Resolution Maps of Science
    Bollen, Johan
    Van de Sompel, Herbert
    Hagberg, Aric
    Bettencourt, Luis
    Chute, Ryan
    Rodriguez, Marko A.
    Balakireva, Lyudmila
    PLOS ONE, 2009, 4 (03):
  • [28] High-Resolution Gravity Field Models from GRAIL Data and Implications for Models of the Density Structure of the Moon's Crust
    Goossens, S.
    Sabaka, T. J.
    Wieczorek, M. A.
    Neumann, G. A.
    Mazarico, E.
    Lemoine, F. G.
    Nicholas, J. B.
    Smith, D. E.
    Zuber, M. T.
    JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS, 2020, 125 (02)
  • [29] 3-DIMENSIONAL RECONSTRUCTIONS FROM INCOMPLETE DATA - INTERPRETABILITY OF DENSITY MAPS AT ATOMIC RESOLUTION
    GLAESER, RM
    TONG, L
    KIM, SH
    ULTRAMICROSCOPY, 1989, 27 (03) : 307 - 318
  • [30] HIGH-RESOLUTION INELASTIC ELECTRON-SCATTERING FROM O-17
    MANLEY, DM
    BERMAN, BL
    BERTOZZI, W
    BUTI, TN
    FINN, JM
    HERSMAN, FW
    HYDEWRIGHT, CE
    HYNES, MV
    KELLY, JJ
    KOVASH, MA
    KOWALSKI, S
    LOURIE, RW
    MURDOCK, B
    NORUM, BE
    PUGH, B
    SARGENT, CP
    PHYSICAL REVIEW C, 1987, 36 (05): : 1700 - 1726