Department of Chemistry , University of Washington , Seattle , Washington 98195 , United States.
J Phys Chem B. 2019 Dec 5;123(48):10131-10141. doi: 10.1021/acs.jpcb.9b02693. Epub 2019 Nov 21.
Direct time-domain simulation of continuous-wave (CW) electron paramagnetic resonance (EPR) spectra from molecular dynamics (MD) trajectories has become increasingly popular, especially for proteins labeled with nitroxide spin labels. Due to the time-consuming nature of simulating adequately long MD trajectories, two approximate methods have been developed to reduce the MD-trajectory length required for modeling EPR spectra: hindered Brownian diffusion (HBD) and hidden Markov models (HMMs). Here, we assess the accuracy of these two approximate methods relative to direct simulations from MD trajectories for three spin-labeled protein systems (a simple helical peptide, a soluble protein, and a membrane protein) and two nitroxide spin labels with differing mobilities (R1 and 2,2,6,6-tetramethylpiperidine-1-oxyl-4-amino-4-carboxylic acid (TOAC)). We find that the HMMs generally outperform HBD. Although R1 dynamics partially resembles hindered Brownian diffusion, HMMs accommodate the multiple dynamic time scales for the transitions between rotameric states of R1 that cannot be captured accurately by a HBD model. The MD trajectories of the TOAC-labeled proteins show that its dynamics closely resembles slow multisite exchange between twist-boat and chair ring puckering states. This motion is modeled well by HMM but not by HBD. All MD-trajectory data processing, stochastic trajectory simulations, and CW EPR spectral simulations are implemented in EasySpin, a free software package for MATLAB.
连续波(CW)电子顺磁共振(EPR)谱的直接时域模拟在分子动力学(MD)轨迹中变得越来越流行,特别是对于用氮氧自由基自旋标记标记的蛋白质。由于模拟足够长的 MD 轨迹的时间消耗性质,已经开发了两种近似方法来减少建模 EPR 谱所需的 MD 轨迹长度:受阻布朗扩散(HBD)和隐马尔可夫模型(HMMs)。在这里,我们评估了这两种近似方法相对于直接从 MD 轨迹模拟的准确性,对于三个自旋标记蛋白系统(简单的螺旋肽,可溶性蛋白和膜蛋白)和两种具有不同迁移率的氮氧自由基自旋标记(R1 和 2,2,6,6-四甲基哌啶-1-氧-4-氨基-4-羧酸(TOAC))。我们发现 HMM 通常优于 HBD。尽管 R1 动力学部分类似于受阻布朗扩散,但 HMM 可以适应 R1 构象状态之间的多次动态时间尺度的转变,而 HBD 模型无法准确捕捉到这些转变。TOAC 标记蛋白的 MD 轨迹表明,其动力学与扭曲船和椅环卷曲状态之间的缓慢多部位交换非常相似。这种运动可以通过 HMM 很好地建模,但不能通过 HBD 建模。所有 MD 轨迹数据处理,随机轨迹模拟和 CW EPR 光谱模拟都在 EasySpin 中实现,这是一个用于 MATLAB 的免费软件包。