Molsoft LLC, 3366 North Torrey Pines Court, Suite 300, La Jolla, California 92037, USA.
Proteins. 2011 Feb;79(2):477-98. doi: 10.1002/prot.22896.
We report the development of internal coordinate mechanics force field (ICMFF), new force field parameterized using a combination of experimental data for crystals of small molecules and quantum mechanics calculations. The main features of ICMFF include: (a) parameterization for the dielectric constant relevant to the condensed state (ε = 2) instead of vacuum, (b) an improved description of hydrogen-bond interactions using duplicate sets of van der Waals parameters for heavy atom-hydrogen interactions, and (c) improved backbone covalent geometry and energetics achieved using novel backbone torsional potentials and inclusion of the bond angles at the C(α) atoms into the internal variable set. The performance of ICMFF was evaluated through loop modeling simulations for 4-13 residue loops. ICMFF was combined with a solvent-accessible surface area solvation model optimized using a large set of loop decoys. Conformational sampling was carried out using the biased probability Monte Carlo method. Average/median backbone root-mean-square deviations of the lowest energy conformations from the native structures were 0.25/0.21 Å for four residues loops, 0.84/0.46 Å for eight residue loops, and 1.16/0.73 Å for 12 residue loops. To our knowledge, these results are significantly better than or comparable with those reported to date for any loop modeling method that does not take crystal packing into account. Moreover, the accuracy of our method is on par with the best previously reported results obtained considering the crystal environment. We attribute this success to the high accuracy of the new ICM force field achieved by meticulous parameterization, to the optimized solvent model, and the efficiency of the search method.
我们报告了内部坐标力学力场(ICMFF)的开发,该力场是使用小分子晶体的实验数据和量子力学计算相结合进行参数化的。ICMFF 的主要特点包括:(a)针对凝聚态相关的介电常数(ε=2)而不是真空进行参数化,(b)通过为重原子-氢键相互作用使用两套范德华参数来改进氢键相互作用的描述,以及(c)通过使用新的骨架扭转势和包括 C(α)原子处的键角来改进骨架共价几何形状和能量,从而将其纳入内部变量集。通过对 4-13 残基环进行循环建模模拟来评估 ICMFF 的性能。ICMFF 与使用大量环诱饵优化的可及溶剂表面积溶剂化模型相结合。使用有偏概率蒙特卡罗方法进行构象采样。从天然结构的最低能量构象计算的最低能量构象的平均/中位数骨架均方根偏差分别为 4 残基环的 0.25/0.21 Å、8 残基环的 0.84/0.46 Å和 12 残基环的 1.16/0.73 Å。据我们所知,这些结果明显优于或与不考虑晶体堆积的任何环建模方法报告的结果相当。此外,我们方法的准确性与考虑晶体环境时获得的最佳先前报告结果相当。我们将这一成功归因于新的 ICM 力场的高精度,该力场通过精心的参数化实现,以及优化的溶剂模型和搜索方法的效率。