Application of the alchemical transfer and potential of mean force methods to the SAMPL8 host-guest blinded challenge

结合亲和力 力场(虚构) 结合能 平均力势 化学 吉布斯自由能 亲缘关系 分子 热力学 分子动力学 计算化学 计算机科学 立体化学 物理 生物化学 受体 原子物理学 人工智能 有机化学
作者
Solmaz Azimi,Joe Z. Wu,Sheenam Khuttan,Tom Kurtzman,Nanjie Deng,Emilio Gallicchio
出处
期刊:Journal of Computer-aided Molecular Design [Springer Science+Business Media]
卷期号:36 (1): 63-76 被引量:3
标识
DOI:10.1007/s10822-021-00437-y
摘要

We report the results of our participation in the SAMPL8 GDCC Blind Challenge for host-guest binding affinity predictions. Absolute binding affinity prediction is of central importance to the biophysics of molecular association and pharmaceutical discovery. The blinded SAMPL series have provided an important forum for assessing the reliability of binding free energy methods in an objective way. In this challenge, we employed two binding free energy methods, the newly developed alchemical transfer method (ATM) and the well-established potential of mean force (PMF) physical pathway method, using the same setup and force field model. The calculated binding free energies from the two methods are in excellent quantitative agreement. Importantly, the results from the two methods were also found to agree well with the experimental binding affinities released subsequently, with R values of 0.89 (ATM) and 0.83 (PMF). These results were ranked among the best of the SAMPL8 GDCC challenge and second only to those obtained with the more accurate AMOEBA force field. Interestingly, the two host molecules included in the challenge (TEMOA and TEETOA) displayed distinct binding mechanisms, with TEMOA undergoing a dehydration transition whereas guest binding to TEETOA resulted in the opening of the binding cavity that remains essentially dry during the process. The coupled reorganization and hydration equilibria observed in these systems is a useful prototype for the study of these phenomena often observed in the formation of protein-ligand complexes. Given that the two free energy methods employed here are based on entirely different thermodynamic pathways, the close agreement between the two and their general agreement with the experimental binding free energies are a testament to the high quality and precision achieved by theory and methods. The study provides further validation of the novel ATM binding free energy estimation protocol and paves the way to further extensions of the method to more complex systems.

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