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利用多位点λ动力学克服具有挑战性的取代基扰动:以β-分泌酶1为靶点的案例研究

Overcoming Challenging Substituent Perturbations with Multisite λ-Dynamics: A Case Study Targeting β-Secretase 1.

作者信息

Vilseck Jonah Z, Sohail Noor, Hayes Ryan L, Brooks Charles L

出版信息

J Phys Chem Lett. 2019 Sep 5;10(17):4875-4880. doi: 10.1021/acs.jpclett.9b02004. Epub 2019 Aug 13.

Abstract

Alchemical free energy calculations have made a dramatic impact upon the field of structure-based drug design by allowing functional group modifications to be explored computationally prior to experimental synthesis and assay evaluation, thereby informing and directing synthetic strategies. In furthering the advancement of this area, a series of 21 β-secretase 1 (BACE1) inhibitors developed by Janssen Pharmaceuticals were examined to evaluate the ability to explore large substituent perturbations, some of which contain scaffold modifications, with multisite λ-dynamics (MSλD), an innovative alchemical free energy framework. Our findings indicate that MSλD is able to efficiently explore all structurally diverse ligand end-states within a MD simulation with a high degree of precision and with reduced computational costs compared to the widely used approach TI/MBAR. Furthermore, computational predictions were shown to be accurate to within 0.5-0.8 kcal/mol when CM1A partial atomic charges were combined with CHARMM or OPLS-AA-based force fields, demonstrating that MSλD is force field independent and a viable alternative to FEP or TI approaches for drug design.

摘要

炼金术自由能计算通过在实验合成和测定评估之前以计算方式探索官能团修饰,从而为合成策略提供信息并加以指导,对基于结构的药物设计领域产生了巨大影响。为推动该领域的发展,我们研究了杨森制药公司开发的一系列21种β-分泌酶1(BACE1)抑制剂,以评估利用多位点λ动力学(MSλD,一种创新的炼金术自由能框架)探索大取代基扰动的能力,其中一些扰动包含骨架修饰。我们的研究结果表明,与广泛使用的TI/MBAR方法相比,MSλD能够在分子动力学模拟中高效地探索所有结构多样的配体终态,具有高精度且计算成本降低。此外,当CM1A部分原子电荷与基于CHARMM或OPLS-AA的力场相结合时,计算预测结果显示在0.5 - 0.8千卡/摩尔范围内是准确的,这表明MSλD与力场无关,是药物设计中FEP或TI方法的可行替代方案。

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