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Molecular Dynamics Free Energy Simulation Study to Rationalize the Relative Activities of PPAR¥? Agonists

机译:分子动力学自由能模拟研究合理化PPAR ¥的相对活性激动剂

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As a computational method for the discovery of the effective agonists for PPARヤ, we address the usefulness of molecular dynamics free energy (MDFE) simulation with explicit solvent in terms of the accuracy and the computing cost. For this purpose, we establish an efficient computational protocol of thermodynamic integration (TI) that is superior to free energy perturbation (FEP) method in parallel computing environment. Using this protocol, the relative binding affinities of GW501516 and its derivatives for PPARヤ are calculated. The accuracy of our protocol was evaluated in two steps. First, we devise a thermodynamic cycle to calculate the absolute and relative hydration free energies of test molecules. This allows a self-consistent check for the accuracy of the calculation protocol. Second, the calculated relative binding affinities of the selected ligands are compared with experimental IC50 values. The average deviation of the calculated binding free energies from the experimental results amounts at the most to 1 kcal/mol. The computational efficiency of current protocol is also assessed by comparing its execution times with those of the sequential version of the TI protocol. The results show that the calculation can be accelerated by 4 times when compared to the sequential run. Based on the calculations with the parallel computational protocol, a new potential agonist of GW501516 derivative is proposed.
机译:作为发现PPARヤ有效激动剂的一种计算方法,我们从精确度和计算成本方面着眼于用显式溶剂模拟分子动力学自由能(MDFE)模拟的有用性。为此,我们建立了一个有效的热力学积分(TI)计算协议,该协议优于并行计算环境中的自由能扰动(FEP)方法。使用该协议,计算了GW501516及其衍生物对PPAR 3的相对结合亲和力。我们的协议的准确性分两个步骤进行了评估。首先,我们设计一个热力学循环来计算测试分子的绝对和相对水合自由能。这允许对计算协议的准确性进行自洽检查。其次,将所选择的配体的计算的相对结合亲和力与实验IC 50值进行比较。计算出的结合自由能与实验结果的平均偏差最大为1 kcal / mol。还可以通过将其执行时间与TI协议的顺序版本的执行时间进行比较来评估当前协议的计算效率。结果表明,与顺序运行相比,该计算可以加快4倍。基于并行计算协议的计算,提出了一种新的GW501516导数潜在激动剂。

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