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预测 PDE2 抑制剂的结合自由能。蛋白质构象的难题。

Predicting Binding Free Energies of PDE2 Inhibitors. The Difficulties of Protein Conformation.

机构信息

Computational Chemistry, Janssen Research & Development, Janssen Pharmaceutica N. V., Turnhoutseweg 30, B-2340, Beerse, Belgium.

Computational Chemistry and Struct. Biol., H. Lundbeck A/S, Ottiliavej 9, 2500, Valby, Denmark.

出版信息

Sci Rep. 2018 Mar 20;8(1):4883. doi: 10.1038/s41598-018-23039-5.

Abstract

A congeneric series of 21 phosphodiesterase 2 (PDE2) inhibitors are reported. Crystal structures show how the molecules can occupy a 'top-pocket' of the active site. Molecules with small substituents do not enter the pocket, a critical leucine (Leu770) is closed and water molecules are present. Large substituents enter the pocket, opening the Leu770 conformation and displacing the waters. We also report an X-ray structure revealing a new conformation of the PDE2 active site domain. The relative binding affinities of these compounds were studied with free energy perturbation (FEP) methods and it represents an attractive real-world test case. In general, the calculations could predict the energy of small-to-small, or large-to-large molecule perturbations. However, accurately capturing the transition from small-to-large proved challenging. Only when using alternative protein conformations did results improve. The new X-ray structure, along with a modelled dimer, conferred stability to the catalytic domain during the FEP molecular dynamics (MD) simulations, increasing the convergence and thereby improving the prediction of ΔΔG of binding for some small-to-large transitions. In summary, we found the most significant improvement in results when using different protein structures, and this data set is useful for future free energy validation studies.

摘要

报告了一系列 21 种磷酸二酯酶 2(PDE2)抑制剂的同系物。晶体结构表明,这些分子如何占据活性位点的“顶部口袋”。带有小取代基的分子无法进入口袋,关键的亮氨酸(Leu770)关闭,水分子存在。较大的取代基进入口袋,打开 Leu770 构象并取代水分子。我们还报告了一个揭示 PDE2 活性位点结构域新构象的 X 射线结构。使用自由能微扰(FEP)方法研究了这些化合物的相对结合亲和力,这代表了一个有吸引力的现实世界测试案例。一般来说,计算可以预测小分子到小分子或大分子到大分子的能量变化。然而,准确捕捉从小分子到大分子的转变具有挑战性。只有使用替代蛋白质构象时,结果才会有所改善。新的 X 射线结构和建模的二聚体在 FEP 分子动力学(MD)模拟过程中赋予了催化结构域稳定性,从而提高了某些从小分子到大分子转变的结合 ΔΔG 的预测的收敛性。总之,当使用不同的蛋白质结构时,我们发现结果有了最显著的改善,并且该数据集可用于未来的自由能验证研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/50bc/5861043/9cee5fe88c4a/41598_2018_23039_Fig1_HTML.jpg

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