Shenzhen Jingtai Technology Co., Ltd. (XtalPi Inc.), Floor 3, Sf Industrial Plant, No. 2 Hongliu Road, Fubao Community, Fubao Street, Futian District, Shenzhen 518045, China.
Department of Chemistry, Stony Brook University, Stony Brook, New York 11794-3400, United States.
J Chem Theory Comput. 2021 Jun 8;17(6):3710-3726. doi: 10.1021/acs.jctc.1c00214. Epub 2021 May 24.
screening of drug-target interactions is a key part of the drug discovery process. Changes in the drug scaffold via contraction or expansion of rings, the breaking of rings, and the introduction of cyclic structures from acyclic structures are commonly applied by medicinal chemists to improve binding affinity and enhance favorable properties of candidate compounds. These processes, commonly referred to as scaffold hopping, are challenging to model computationally. Although relative binding free energy (RBFE) calculations have shown success in predicting binding affinity changes caused by perturbing R-groups attached to a common scaffold, applications of RBFE calculations to modeling scaffold hopping are relatively limited. Scaffold hopping inevitably involves breaking and forming bond interactions of quadratic functional forms, which is highly challenging. A novel method for handling ring opening/closure/contraction/expansion and linker contraction/expansion is presented here. To the best of our knowledge, RBFE calculations on linker contraction/expansion have not been previously reported. The method uses auxiliary restraints to hold the atoms at the ends of a bond in place during the breaking and forming of the bonds. The broad applicability of the method was demonstrated by examining perturbations involving small-molecule macrocycles and mutations of proline in proteins. High accuracy was obtained using the method for most of the perturbations studied. The rigor of the method was isolated from the force field by validating the method using relative and absolute hydration free energy calculations compared to standard simulation results. Unlike other methods that rely on λ-dependent functional forms for bond interactions, the method presented here can be employed using modern molecular dynamics software without modification of codes or force field functions.
药物靶标相互作用的筛选是药物发现过程的关键部分。通过收缩或扩张环、打破环以及将非循环结构中的环状结构引入到候选化合物中,药物化学家通常会改变药物骨架,以提高结合亲和力并增强候选化合物的有利性质。这些过程通常被称为骨架跃迁,在计算上具有挑战性。虽然相对结合自由能(RBFE)计算在预测由于扰动与常见骨架相连的 R 基团而引起的结合亲和力变化方面取得了成功,但 RBFE 计算在建模骨架跃迁方面的应用相对有限。骨架跃迁不可避免地涉及到打破和形成二次函数形式的键相互作用,这极具挑战性。本文提出了一种处理环开合/收缩/扩张和连接子收缩/扩张的新方法。据我们所知,以前没有报道过 RBFE 计算在连接子收缩/扩张方面的应用。该方法使用辅助约束在键的形成和断裂过程中保持键两端的原子位置不变。该方法通过检查涉及小分子大环和蛋白质中脯氨酸突变的扰动,证明了其广泛的适用性。对于大多数研究的扰动,该方法都获得了很高的准确性。该方法的严格性通过使用相对和绝对水合自由能计算与标准模拟结果进行验证而与力场分离。与其他依赖于键相互作用的 λ 依赖函数形式的方法不同,本文提出的方法可以在不修改代码或力场函数的情况下,使用现代分子动力学软件进行应用。