对蛋白质-蛋白质界面上的电荷变异突变的相对自由能量的炼化计算,考虑固定和可变的质子状态
Jorge Enrique Hernández González1, Alexandre Suman de Araujo1
1Department of Physics, IBILCE/UNESP, São José do Rio Preto 15054-000, Brazil.
Journal of chemical information and modeling
|October 18, 2023
概括
计算蛋白质突变的自由能量变化是困难的. 新的TIRST/TIRST-H+方法提高了蛋白界面上的电荷变异突变的准确性,有助于稳定性预测.
科学领域:
- 计算化学计算化学
- 蛋白质工程是指蛋白质工程.
- 生物物理学的生物物理.
背景情况:
- 在蛋白质-蛋白质接口上计算电荷变异突变的相对自由能量 (ΔΔG) 的炼化方法具有挑战性.
- 问题包括系统净电荷变化,电离残留物的不同质子状态,以及低样本.
研究的目的:
- 提出TIRST/TIRST-H+策略,以改进对变电荷突变的ΔΔG计算.
- 为了应对蛋白质界面上的化学自由能量计算的挑战.
主要方法:
- 结合热力学集成 (TI) 与pKa转移预测.
- 采用制剂来保持化学转化分子的分离.
- 使用了Amber18和ff14SB力场的GPU-TI模块.
主要成果:
- 获得的平均绝对误差为1.381.66 kcal/mol和RMSE为1.892.44 kcal/mol.
- 在164个突变的数据集上获得了~0.6的皮尔森相关系数.
- 包括可变的质子化状态提高了准确性.
结论:
- 在TIRST/TIRST-H+策略中,有效地计算了电荷变异突变的ΔΔG.
- 在蛋白质-蛋白质复合体稳定性的前性研究中得到验证.
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