Tri-Institutional Therapeutics Discovery Institute, New York, New York 10021, United States.
Department of Pharmacology, Weill Cornell Medicine, New York City, New York 10056, United States.
J Chem Inf Model. 2023 May 8;63(9):2828-2841. doi: 10.1021/acs.jcim.2c01577. Epub 2023 Apr 15.
Free energy perturbation is a computational technique that can be used to predict how small changes to an inhibitor structure will affect the binding free energy to its target. In this paper, we describe the utility of free energy perturbation with FEP+ in the hit-to-lead stage of a drug discovery project targeting soluble adenyl cyclase. The project was structurally enabled by X-ray crystallography throughout. We employed free energy perturbation to first scaffold hop to a preferable chemotype and then optimize the binding affinity to sub-nanomolar levels while retaining druglike properties. The results illustrate that effective use of free energy perturbation can enable a drug discovery campaign to progress rapidly from hit to lead, facilitating proof-of-concept studies that enable target validation.
自由能微扰是一种计算技术,可用于预测抑制剂结构的微小变化将如何影响其与靶标的结合自由能。在本文中,我们描述了自由能微扰与 FEP+在可溶性腺苷酸环化酶药物发现项目的苗头至先导化合物优化阶段的应用。整个项目都是通过 X 射线晶体学结构来实现的。我们首先利用自由能微扰进行骨架跳跃,以获得更优的化学型,然后优化结合亲和力至亚纳摩尔水平,同时保持类药性。结果表明,有效利用自由能微扰可以使药物发现项目从苗头化合物迅速推进到先导化合物优化阶段,促进验证靶标的概念验证研究。