Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Medical Sciences Innovation Hub Program, RIKEN Cluster for Science, Technology and Innovation Hub, Yokohama, Japan.
Nat Commun. 2021 May 14;12(1):2793. doi: 10.1038/s41467-021-23157-1.
Capturing the dynamic processes of biomolecular systems in atomistic detail remains difficult despite recent experimental advances. Although molecular dynamics (MD) techniques enable atomic-level observations, simulations of "slow" biomolecular processes (with timescales longer than submilliseconds) are challenging because of current computer speed limitations. Therefore, we developed a method to accelerate MD simulations by high-frequency ultrasound perturbation. The binding events between the protein CDK2 and its small-molecule inhibitors were nearly undetectable in 100-ns conventional MD, but the method successfully accelerated their slow binding rates by up to 10-20 times. Hypersound-accelerated MD simulations revealed a variety of microscopic kinetic features of the inhibitors on the protein surface, such as the existence of different binding pathways to the active site. Moreover, the simulations allowed the estimation of the corresponding kinetic parameters and exploring other druggable pockets. This method can thus provide deeper insight into the microscopic interactions controlling biomolecular processes.
尽管最近取得了一些实验进展,但要以原子级的细节捕捉生物分子系统的动态过程仍然很困难。尽管分子动力学(MD)技术可以实现原子级的观察,但由于当前计算机速度的限制,模拟“缓慢”的生物分子过程(时间尺度超过亚毫秒)具有挑战性。因此,我们开发了一种通过高频超声扰动来加速 MD 模拟的方法。在 100 纳秒的传统 MD 中,蛋白 CDK2 与其小分子抑制剂之间的结合事件几乎无法检测到,但该方法成功地将其缓慢的结合速率提高了 10-20 倍。超声加速 MD 模拟揭示了抑制剂在蛋白质表面上的各种微观动力学特征,例如存在不同的结合途径到活性位点。此外,模拟还允许估计相应的动力学参数并探索其他可成药的口袋。因此,该方法可以深入了解控制生物分子过程的微观相互作用。