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本文引用的文献

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Optimal Tikhonov regularization for DEER spectroscopy.用于双电子-电子共振光谱学的最优蒂霍诺夫正则化
J Magn Reson. 2018 Mar;288:58-68. doi: 10.1016/j.jmr.2018.01.021. Epub 2018 Feb 1.
2
PELDOR Spectroscopy Reveals Two Defined States of a Sialic Acid TRAP Transporter SBP in Solution.脉冲电子双共振光谱揭示了唾液酸TRAP转运蛋白SBP在溶液中的两种特定状态。
Biophys J. 2017 Jan 10;112(1):109-120. doi: 10.1016/j.bpj.2016.12.010.
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Combining Simulations and Solution Experiments as a Paradigm for RNA Force Field Refinement.结合模拟与溶液实验作为RNA力场优化的范例
J Chem Theory Comput. 2016 Dec 13;12(12):6192-6200. doi: 10.1021/acs.jctc.6b00944. Epub 2016 Dec 5.
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The SWISS-MODEL Repository-new features and functionality.SWISS-MODEL资源库——新特性与功能
Nucleic Acids Res. 2017 Jan 4;45(D1):D313-D319. doi: 10.1093/nar/gkw1132. Epub 2016 Nov 29.
5
Long Distance Measurements up to 160 Å in the GroEL Tetradecamer Using Q-Band DEER EPR Spectroscopy.使用 Q 波段 DEER EPR 光谱技术对 GroEL 十四聚体进行长达 160 Å 的长程距离测量。
Angew Chem Int Ed Engl. 2016 Dec 19;55(51):15905-15909. doi: 10.1002/anie.201609617. Epub 2016 Nov 17.
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A Bayesian approach to quantifying uncertainty from experimental noise in DEER spectroscopy.一种用于量化DEER光谱中实验噪声不确定性的贝叶斯方法。
J Magn Reson. 2016 Sep;270:87-97. doi: 10.1016/j.jmr.2016.06.021. Epub 2016 Jul 2.
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Metainference: A Bayesian inference method for heterogeneous systems.元推理:一种用于异构系统的贝叶斯推理方法。
Sci Adv. 2016 Jan 22;2(1):e1501177. doi: 10.1126/sciadv.1501177. eCollection 2016 Jan.
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Bayesian ensemble refinement by replica simulations and reweighting.通过副本模拟和重加权进行贝叶斯系综优化。
J Chem Phys. 2015 Dec 28;143(24):243150. doi: 10.1063/1.4937786.
9
PROPKA3: Consistent Treatment of Internal and Surface Residues in Empirical pKa Predictions.PROPKA3:经验 pKa 预测中内部残基和表面残基的一致处理。
J Chem Theory Comput. 2011 Feb 8;7(2):525-37. doi: 10.1021/ct100578z. Epub 2011 Jan 6.
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On the Use of Experimental Observations to Bias Simulated Ensembles.关于利用实验观测结果使模拟集合产生偏差的研究。
J Chem Theory Comput. 2012 Oct 9;8(10):3445-51. doi: 10.1021/ct300112v. Epub 2012 Aug 27.

通过 DEER 测量指导的原子模拟对生物分子进行结构特征分析。

Structural Characterization of Biomolecules through Atomistic Simulations Guided by DEER Measurements.

机构信息

Theoretical Molecular Biophysics Laboratory, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20814, USA.

Theoretical Molecular Biophysics Laboratory, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD 20814, USA.

出版信息

Structure. 2019 Feb 5;27(2):359-370.e12. doi: 10.1016/j.str.2018.10.013. Epub 2018 Dec 6.

DOI:10.1016/j.str.2018.10.013
PMID:30528595
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6860373/
Abstract

Double electron-electron resonance (DEER) is a popular technique that exploits attached spin labels to probe the collective dynamics of biomolecules in a native environment. Like most spectroscopic approaches, DEER detects an ensemble of states accounting for biomolecular dynamics as well as the labels' intrinsic flexibility. Hence, the DEER data alone do not provide high-resolution structural information. To disentangle this variability, we introduce a minimally biased simulation method to sample a structural ensemble that reproduces multiple experimental signals within the uncertainty. In contrast to previous approaches, our method targets the raw data themselves, and thereby it brings forth an unbiased molecular interpretation of the experiments. After validation on the T4 lysozyme, we apply this technique to interpret recent DEER experiments on a membrane transporter binding protein (VcSiaP). The results highlight the large-scale conformational movement that occurs upon substrate binding and reveal that the unbound VcSiaP is more open in solution than the X-ray structure.

摘要

双电子-电子共振(DEER)是一种流行的技术,利用附着的自旋标记来探测生物分子在天然环境中的集体动力学。与大多数光谱方法一样,DEER 检测到的是一组状态,这些状态既反映了生物分子动力学,也反映了标记物的固有灵活性。因此,仅 DEER 数据本身并不能提供高分辨率的结构信息。为了理清这种可变性,我们引入了一种最小偏见的模拟方法来采样一个结构集合,该集合可以在不确定性范围内再现多个实验信号。与以前的方法不同,我们的方法针对的是原始数据本身,从而对实验进行了无偏的分子解释。在对 T4 溶菌酶进行验证后,我们将该技术应用于解释最近关于膜转运蛋白结合蛋白(VcSiaP)的 DEER 实验。结果突出了底物结合时发生的大规模构象运动,并表明未结合的 VcSiaP 在溶液中比 X 射线结构更开放。