叠加联体与联体覆盖作为替代拓模型的联体叠加为基于λ-动力学的计算
Michael P Liesen1,2, Jonah Z Vilseck1,2
1Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana 46202, United States.
一个新的连接体覆盖 (LO) 拓模型显示出对化学自由能 (AFE) 计算的前景. 这种方法与λ-动力学 (λD) 和LaDyBUGS一起使用,可以准确预测药物发现的结合亲和力变化.
科学领域:
- 计算化学是一种计算化学.
- 药物的发现和开发.
- 分子建模分子建模
背景情况:
- 炼化自由能量 (AFE) 的计算对于预测药物领先优化过程中的结合亲和力变化至关重要.
- 选择拓模型显著影响到AFE计算的设置和性能.
- 混合多重拓 (HMT) 目前是最喜欢采样多重联体扰动在λ-动力学 (λD) 计算.
研究的目的:
- 为了评估一个新的拓模型,联体覆盖层 (LO),用于 λ-动力学 (λD) 自由能量计算.
- 通过偏差更新的吉布斯采样 (LaDyBUGS) 方法来评估LO与λ动力学结合的性能.
- 为了比较LO模型与已建立的HMT模型对相对约束的自由能量计算的有效性.
主要方法:
- 在五个蛋白质基准系统中计算了45个配体的相对结合自由能量.
- 这项研究采用了混合多重拓 (HMT) 和新联体覆盖 (LO) 模型.
- 使用偏差更新的吉布斯采样 (LaDyBUGS) 方法的λ动力学进行了计算.
主要成果:
- 联体覆盖 (LO) 拓模型在与LaDyBUGS一起使用时表现出高精度.
- 取得了0.98的卓越的皮尔森R相关性.
- 观察到0.32 kcal/mol的低平均无标记误差,表明了LO模型的可靠性.
结论:
- 接层 (LO) 模型是基于λ-动力学 (λD) 的自由能量计算的可行和有效的替代拓.
- 在 λD 框架内,LO 提供了一种可靠的方法,用于在 λD 框架内采样和限制整个连接体.
- 这些发现支持将LO用于未来使用ld或ladybugs方法的配体扰动研究.
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