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Sensitivity in Binding Free Energies Due to Protein Reorganization

机译:由于蛋白质重组对结合自由能的敏感性

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摘要

Tremendous recent improvements in computer hardware, coupled with advances in sampling techniques and force fields, are now allowing protein ligand binding free energy calculations to be routinely used to aid pharmaceutical drug discovery projects. However, despite these recent innovations, there are still needs for further improvement in sampling algorithms to more adequately sample protein motion relevant to protein ligand binding. Here, we report our work identifying and studying such clear and remaining needs in the apolar cavity of T4 lysozyme L99A. In this study, we model recent experimental results that show the progressive opening of the binding pocket in response to a series of homologous ligands.(1) Even while using enhanced sampling techniques, we demonstrate that the predicted relative binding free energies (RBFE) are sensitive to the initial protein conformational state. Particularly, we highlight the importance of sufficient sampling of protein conformational changes and demonstrate how inclusion of three key protein residues in the "hot" region of the FEP/REST simulation improves the sampling and resolves this sensitivity, given enough simulation time.
机译:最近计算机硬件的巨大改进,再加上采样技术和力场的进步,现在使得蛋白质配体结合自由能计算可以常规用于辅助药物开发项目。但是,尽管有这些最新的创新,但仍需要进一步改进采样算法,以更充分地采样与蛋白质配体结合有关的蛋白质运动。在这里,我们报告了我们的工作,这些工作确定并研究了T4溶菌酶L99A的非极性腔中的此类明确需求和剩余需求。在这项研究中,我们对最近的实验结果进行建模,这些结果显示了对一系列同源配体的响应,结合口袋的逐渐打开。(1)即使使用增强的采样技术,我们也证明了预测的相对结合自由能(RBFE)是对初始蛋白质构象状态敏感。特别是,我们强调了充分采样蛋白质构象变化的重要性,并说明了在足够的模拟时间下,在FEP / REST模拟的“热”区域中包含三个关键蛋白质残基如何改善采样并解决了这种敏感性。

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