Suruzhon Miroslav, Bodnarchuk Michael S, Ciancetta Antonella, Viner Russell, Wall Ian D, Essex Jonathan W
School of Chemistry, University of Southampton, Highfield, Southampton SO17 1BJ, U.K.
Computational Chemistry, R&D Oncology, AstraZeneca, Cambridge CB4 0WG, U.K.
J Chem Theory Comput. 2021 Mar 9;17(3):1806-1821. doi: 10.1021/acs.jctc.0c00972. Epub 2021 Feb 3.
Binding free energy calculations using alchemical free energy (AFE) methods are widely considered to be the most rigorous tool in the computational drug discovery arsenal. Despite this, the calculations suffer from accuracy, precision, and reproducibility issues. In this publication, we perform a high-throughput study of more than a thousand AFE calculations, utilizing over 220 μs of total sampling time, on three different protein systems to investigate the impact of the initial crystal structure on the resulting binding free energy values. We also consider the influence of equilibration time and discover that the initial crystal structure can have a significant effect on free energy values obtained at short timescales that can manifest itself as a free energy difference of more than 1 kcal/mol. At longer timescales, these differences are largely overtaken by important rare events, such as torsional ligand motions, typically resulting in a much higher uncertainty in the obtained values. This work emphasizes the importance of rare event sampling and long-timescale dynamics in free energy calculations even for routinely performed alchemical perturbations. We conclude that an optimal protocol should not only concentrate computational resources on achieving convergence in the alchemical coupling parameter (λ) space but also on longer simulations and multiple repeats.
使用炼金术自由能(AFE)方法进行的结合自由能计算被广泛认为是计算药物发现工具库中最严格的工具。尽管如此,这些计算仍存在准确性、精度和可重复性问题。在本出版物中,我们对三种不同的蛋白质系统进行了一千多次AFE计算的高通量研究,利用了超过220微秒的总采样时间,以研究初始晶体结构对所得结合自由能值的影响。我们还考虑了平衡时间的影响,并发现初始晶体结构在短时间尺度上获得的自由能值可能有显著影响,这种影响可能表现为自由能差异超过1千卡/摩尔。在更长的时间尺度上,这些差异在很大程度上被重要的罕见事件(如扭转配体运动)所掩盖,通常导致所得值的不确定性更高。这项工作强调了即使对于常规进行的炼金术微扰,罕见事件采样和长时间尺度动力学在自由能计算中的重要性。我们得出结论,一个最佳方案不仅应将计算资源集中在实现炼金术耦合参数(λ)空间中的收敛上,还应集中在更长时间的模拟和多次重复上。