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使用计算得到的核磁共振化学位移评估分子动力学轨迹中的误差

Error assessment in molecular dynamics trajectories using computed NMR chemical shifts.

作者信息

Koes David R, Vries John K

机构信息

University of Pittsburgh.

出版信息

Comput Theor Chem. 2017 Jan 1;1099:152-166. doi: 10.1016/j.comptc.2016.11.025. Epub 2016 Nov 22.

DOI:10.1016/j.comptc.2016.11.025
PMID:29109930
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5669388/
Abstract

Accurate chemical shifts for the atoms in molecular mechanics (MD) trajectories can be obtained from quantum mechanical (QM) calculations that depend solely on the coordinates of the atoms in the localized regions surrounding atoms of interest. If these coordinates are correct and the sample size is adequate, the ensemble average of these chemical shifts should be equal to the chemical shifts obtained from NMR spectroscopy. If this is not the case, the coordinates must be incorrect. We have utilized this fact to quantify the errors associated with the backbone atoms in MD simulations of proteins. A library of regional conformers containing 169,499 members was constructed from 6 model proteins. The chemical shifts associated with the backbone atoms in each of these conformers was obtained from QM calculations using density functional theory at the B3LYP level with a 6-311+G(2d,p) basis set. Chemical shifts were assigned to each backbone atom in each MD simulation frame using a template matching approach. The ensemble average of these chemical shifts was compared to chemical shifts from NMR spectroscopy. A large systematic error was identified that affected the H atoms of the peptide bonds involved in hydrogen bonding with water molecules or peptide backbone atoms. This error was highly sensitive to changes in electrostatic parameters. Smaller errors affecting the C and N atoms were also detected. We believe these errors could be useful as metrics for comparing the force-fields and parameter sets used in MD simulation because they are directly tied to errors in atomic coordinates.

摘要

分子力学(MD)轨迹中原子的精确化学位移可通过量子力学(QM)计算获得,该计算仅取决于感兴趣原子周围局部区域内原子的坐标。如果这些坐标正确且样本量足够,这些化学位移的系综平均值应等于从核磁共振光谱获得的化学位移。如果情况并非如此,则坐标必定有误。我们利用这一事实来量化蛋白质MD模拟中与主链原子相关的误差。从6种模型蛋白质构建了一个包含169499个成员的区域构象体文库。使用密度泛函理论在B3LYP水平并采用6-311+G(2d,p)基组,通过QM计算获得这些构象体中每个主链原子的化学位移。使用模板匹配方法为每个MD模拟框架中的每个主链原子指定化学位移。将这些化学位移的系综平均值与核磁共振光谱的化学位移进行比较。发现了一个较大的系统误差,该误差影响与水分子或肽主链原子形成氢键的肽键中的氢原子。此误差对静电参数的变化高度敏感。还检测到影响碳和氮原子的较小误差。我们认为这些误差可作为比较MD模拟中使用的力场和参数集的指标,因为它们与原子坐标中的误差直接相关。

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引用本文的文献

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Proteins. 2017 Oct;85(10):1944-1956. doi: 10.1002/prot.25350. Epub 2017 Jul 21.

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