Bioinformatics Group, Institute of Organic Chemistry and Biochemistry , Czech Academy of Sciences , 166 10 Praha 6, Czech Republic.
Department of Physical and Macromolecular Chemistry, Faculty of Science , Charles University , 128 43 Praha 2, Czech Republic.
J Chem Theory Comput. 2019 Apr 9;15(4):2635-2648. doi: 10.1021/acs.jctc.8b01144. Epub 2019 Mar 12.
We systematically investigate the applicability of a molecular dynamics-based setup for the calculations of standard binding free energies of biologically relevant protein-DNA complexes. The free energies are extracted from a potential of mean force calculated using umbrella sampling simulations. Two protein-DNA systems derived from a homeodomain transcription factor complex are studied in order to investigate the binding of both disordered and globular proteins. Free energies and trajectories obtained using two modern molecular mechanical force fields are compared to each other and to experimental data. The temperature dependence of the calculated standard binding free energies is investigated by performing all simulations over a range of temperatures. We show that the values of standard binding free energies obtained from these simulations are overestimated compared to experimental results. Significant differences are observed between the two protein-DNA systems and between the two force fields, which are explained by different propensities to form inter- and intramolecular contacts. The number of protein-DNA contacts increases with increasing temperature, in agreement with the experimentally known temperature dependence of enthalpies of binding. However, conclusions about the temperature dependence of the standard binding free energies cannot be made with confidence, as the differences among the values are on the order of statistical uncertainty.
我们系统地研究了基于分子动力学的方法在计算生物相关蛋白-DNA 复合物标准结合自由能方面的适用性。自由能是从使用伞形采样模拟计算的平均力势能中提取出来的。研究了两个源自同源域转录因子复合物的蛋白-DNA 系统,以研究无序和球状蛋白的结合。比较了使用两种现代分子力学力场获得的自由能和轨迹与实验数据。通过在一系列温度下进行所有模拟,研究了计算得到的标准结合自由能的温度依赖性。结果表明,与实验结果相比,这些模拟得到的标准结合自由能值被高估了。两个蛋白-DNA 系统和两种力场之间存在显著差异,这可以用形成分子间和分子内接触的不同倾向来解释。随着温度的升高,蛋白-DNA 接触的数量增加,这与实验上已知的结合焓的温度依赖性一致。然而,由于各值之间的差异处于统计不确定性的范围内,因此不能对标准结合自由能的温度依赖性做出有信心的结论。