Department of Chemistry, Seoul National University, Seoul 08826, South Korea.
J Chem Theory Comput. 2023 May 23;19(10):2735-2743. doi: 10.1021/acs.jctc.2c01271. Epub 2023 Apr 17.
We present a strategy to explore the free energy landscapes of chemical reactions with post-transition-state bifurcations using an enhanced sampling method based on well-tempered metadynamics. Obviating the need for computationally expensive density functional theory-level ab initio molecular dynamics simulations, we obtain accurate energetics by utilizing a free energy perturbation scheme and deep learning estimator for the single-point energies of substrate configurations. Using a pair of easily interpretable collective variables, we present a quantitative free energy surface that is compatible with harmonic transition state theory calculations and in which the bifurcations are clearly visible. We demonstrate our approach with the example of the SpnF-catalyzed Diels-Alder reaction, a cycloaddition reaction in which post-transition-state bifurcation leads to the [4+2] as well as the [6+4] cycloadduct. We obtain the free energy landscapes for different stereochemical reaction pathways and characterize the mechanistic continuum between relevant reaction channels without explicitly searching for the pertinent transition state structures.
我们提出了一种策略,使用基于 well-tempered metadynamics 的增强采样方法来探索具有过渡后分叉的化学反应的自由能景观。通过利用自由能微扰方案和深度学习估计器来计算底物构型的单点能量,我们避免了需要进行昂贵的密度泛函理论级别的从头分子动力学模拟,从而获得了准确的能量学数据。使用一对易于解释的集体变量,我们呈现了一个与谐波过渡态理论计算兼容的定量自由能表面,其中分叉清晰可见。我们通过 SpnF 催化的 Diels-Alder 反应的例子展示了我们的方法,这是一种环加成反应,其中过渡后分叉导致 [4+2] 和 [6+4] 环加合物。我们获得了不同立体化学反应途径的自由能景观,并在不明确搜索相关过渡态结构的情况下,对相关反应通道之间的机制连续性进行了特征描述。