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本文引用的文献

1
Accurate flexible fitting of high-resolution protein structures into cryo-electron microscopy maps using coarse-grained pseudo-energy minimization.使用粗粒伪能最小化方法准确灵活地将高分辨率蛋白质结构拟合到低温电子显微镜图谱中。
Biophys J. 2011 Jan 19;100(2):478-88. doi: 10.1016/j.bpj.2010.12.3680.
2
Improved fitting of solution X-ray scattering data to macromolecular structures and structural ensembles by explicit water modeling.通过显式水分子建模改进溶液 X 射线散射数据对大分子结构和结构集合的拟合。
J Am Chem Soc. 2010 Nov 10;132(44):15484-6. doi: 10.1021/ja106173n.
3
Macromolecular docking restrained by a small angle X-ray scattering profile.大分子对接受小角度 X 射线散射图谱限制。
J Struct Biol. 2011 Mar;173(3):461-71. doi: 10.1016/j.jsb.2010.09.023. Epub 2010 Oct 12.
4
Structure modeling from small angle X-ray scattering data with elastic network normal mode analysis.用弹性网络正则模态分析从小角度 X 射线散射数据进行结构建模。
J Struct Biol. 2011 Mar;173(3):451-60. doi: 10.1016/j.jsb.2010.09.008. Epub 2010 Sep 17.
5
Multidomain assembled states of Hck tyrosine kinase in solution.溶液中 Hck 酪氨酸激酶的多结构域组装态。
Proc Natl Acad Sci U S A. 2010 Sep 7;107(36):15757-62. doi: 10.1073/pnas.1004569107. Epub 2010 Aug 23.
6
Normal Mode Flexible Fitting of High-Resolution Structures of Biological Molecules Toward SAXS Data.生物分子高分辨率结构对小角X射线散射数据的正常模式柔性拟合
Bioinform Biol Insights. 2010 Jun 21;4:43-54. doi: 10.4137/bbi.s4551.
7
Predicting order of conformational changes during protein conformational transitions using an interpolated elastic network model.使用内插弹性网络模型预测蛋白质构象转变过程中的构象变化顺序。
Proteins. 2010 Aug 15;78(11):2469-81. doi: 10.1002/prot.22755.
8
Structural characterization of proteins and complexes using small-angle X-ray solution scattering.使用小角 X 射线溶液散射技术对蛋白质和复合物进行结构表征。
J Struct Biol. 2010 Oct;172(1):128-41. doi: 10.1016/j.jsb.2010.06.012. Epub 2010 Jun 15.
9
Small-angle scattering for structural biology--expanding the frontier while avoiding the pitfalls.小角散射在结构生物学中的应用——拓展前沿,避免陷阱。
Protein Sci. 2010 Apr;19(4):642-57. doi: 10.1002/pro.351.
10
Biased coarse-grained molecular dynamics simulation approach for flexible fitting of X-ray structure into cryo electron microscopy maps.用于将 X 射线结构拟合到低温电子显微镜图谱中的有偏粗粒化分子动力学模拟方法。
J Struct Biol. 2010 Jan;169(1):95-105. doi: 10.1016/j.jsb.2009.09.010. Epub 2009 Oct 2.

使用具有隐式水合壳的粗粒模型,对高分辨率蛋白质结构进行精确灵活的拟合,以获得小角度 X 射线散射数据。

Accurate flexible fitting of high-resolution protein structures to small-angle x-ray scattering data using a coarse-grained model with implicit hydration shell.

机构信息

Physics Department, University at Buffalo, State University of New York, Buffalo, New York, USA.

出版信息

Biophys J. 2011 Dec 21;101(12):2981-91. doi: 10.1016/j.bpj.2011.11.003. Epub 2011 Dec 20.

DOI:10.1016/j.bpj.2011.11.003
PMID:22208197
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC3244063/
Abstract

Small-angle x-ray scattering (SAXS) is a powerful technique widely used to explore conformational states and transitions of biomolecular assemblies in solution. For accurate model reconstruction from SAXS data, one promising approach is to flexibly fit a known high-resolution protein structure to low-resolution SAXS data by computer simulations. This is a highly challenging task due to low information content in SAXS data. To meet this challenge, we have developed what we believe to be a novel method based on a coarse-grained (one-bead-per-residue) protein representation and a modified form of the elastic network model that allows large-scale conformational changes while maintaining pseudobonds and secondary structures. Our method optimizes a pseudoenergy that combines the modified elastic-network model energy with a SAXS-fitting score and a collision energy that penalizes steric collisions. Our method uses what we consider a new implicit hydration shell model that accounts for the contribution of hydration shell to SAXS data accurately without explicitly adding waters to the system. We have rigorously validated our method using five test cases with simulated SAXS data and three test cases with experimental SAXS data. Our method has successfully generated high-quality structural models with root mean-squared deviation of 1 ∼ 3 Å from the target structures.

摘要

小角 X 射线散射(SAXS)是一种广泛用于探索生物分子组装在溶液中的构象状态和转变的强大技术。为了从 SAXS 数据中准确地重建模型,一种有前途的方法是通过计算机模拟灵活地将已知的高分辨率蛋白质结构拟合到低分辨率的 SAXS 数据。由于 SAXS 数据的信息量低,这是一项极具挑战性的任务。为了应对这一挑战,我们开发了一种我们认为是基于粗粒度(每个残基一个珠子)蛋白质表示和改进形式的弹性网络模型的新方法,该方法允许进行大规模的构象变化,同时保持伪键和二级结构。我们的方法优化了一个伪能,该伪能将改进的弹性网络模型能量与 SAXS 拟合分数和惩罚空间碰撞的碰撞能量相结合。我们的方法使用了我们认为的新的隐式水合壳模型,该模型可以准确地考虑水合壳对 SAXS 数据的贡献,而无需将水明确添加到系统中。我们使用五个具有模拟 SAXS 数据的测试案例和三个具有实验 SAXS 数据的测试案例对我们的方法进行了严格验证。我们的方法已成功生成了高质量的结构模型,其与目标结构的均方根偏差为 1∼3Å。