Department of Theory and Bio-Systems, Max Planck Institute of Colloids and Interfaces, Potsdam 14476, Germany.
Department of Biomedicine, University of Bergen, Bergen 5020, Norway.
J Chem Theory Comput. 2024 May 28;20(10):4325-4337. doi: 10.1021/acs.jctc.3c01333. Epub 2024 May 8.
Owing to the increase of available computational capabilities and the potential for providing a more accurate description, polarizable molecular dynamics force fields are gaining popularity in modeling biomolecular systems. It is, however, crucial to evaluate how much precision is truly gained with increasing cost and complexity of the simulation. Here, we leverage the NMRlipids open collaboration and Databank to assess the performance of available polarizable lipid models─the CHARMM-Drude and the AMOEBA-based parameters─against high-fidelity experimental data and compare them to the top-performing nonpolarizable models. While some improvement in the description of ion binding to membranes is observed in the most recent CHARMM-Drude parameters, and the conformational dynamics of AMOEBA-based parameters are excellent, the best nonpolarizable models tend to outperform their polarizable counterparts for each property we explored. The identified shortcomings range from inaccuracies in describing the conformational space of lipids to excessively slow conformational dynamics. Our results provide valuable insights for the further refinement of polarizable lipid force fields and for selecting the best simulation parameters for specific applications.
由于可用计算能力的增加和提供更准确描述的潜力,极化分子动力学力场在生物分子系统建模中越来越受欢迎。然而,重要的是要评估随着模拟成本和复杂性的增加,精度到底提高了多少。在这里,我们利用 NMRlipids 开放协作和 Databank 来评估现有的可极化脂质模型——CHARMM-Drude 和基于 AMOEBA 的参数——的性能,以对抗高保真实验数据,并将其与表现最佳的非极化模型进行比较。虽然最近的 CHARMM-Drude 参数在描述离子与膜的结合方面有所改进,并且基于 AMOEBA 的参数的构象动力学非常出色,但对于我们探索的每种性质,最好的非极化模型往往优于其极化对应物。已确定的缺点范围从描述脂质构象空间的不准确性到构象动力学过于缓慢。我们的结果为进一步改进可极化脂质力场以及为特定应用选择最佳模拟参数提供了有价值的见解。