Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37235-1604, United States.
Multiscale Modeling and Simulation (MuMS) Center, Vanderbilt University, Nashville, Tennessee 37235-1604, United States.
Langmuir. 2022 Jun 21;38(24):7496-7511. doi: 10.1021/acs.langmuir.2c00471. Epub 2022 Jun 7.
Molecular dynamics simulations of mixtures of the ceramide nonhydroxy-sphingosine (NS), cholesterol, and a free fatty acid are performed to gain molecular-level understanding of the structure of the lipids found in the stratum corneum layer of skin. A new coarse-grained force field for cholesterol was developed using the multistate iterative Boltzmann inversion (MS-IBI) method. The coarse-grained cholesterol force field is compatible with previously developed coarse-grained force fields for ceramide NS, free fatty acids, and water and validated against atomistic simulations of these lipids using the CHARMM force field. Self-assembly simulations of multilayer structures using these coarse-grained force fields are performed, revealing that a large fraction of the ceramides adopt extended conformations, which cannot occur in the single bilayer in water structures typically studied using molecular simulation. Cholesterol fluidizes the membrane by promoting packing defects, and an increase in cholesterol content is found to reduce the bilayer thickness due to an increase in interdigitation of the C lipid tails, consistent with experimental observations. Using a reverse-mapping procedure, a self-assembled coarse-grained multilayer system is used to construct an equivalent structure with atomistic resolution. Simulations of this atomistic structure are found to closely agree with experimentally derived neutron scattering length density profiles. Significant interlayer hydrogen bonding is observed in the inner layers of the atomistic multilayer structure that are not found in the outer layers in contact with water or in equivalent bilayer structures. This work highlights the importance of simulating multilayer structures, as compared to the more commonly studied bilayer systems, to enable more appropriate comparisons with multilayer experimental membranes. These results also provide validation of the efficacy of the MS-IBI derived coarse-grained force fields and the framework for multiscale simulation.
对神经酰胺非羟(NS)、胆固醇和游离脂肪酸混合物的分子动力学模拟,旨在深入了解皮肤角质层中脂质的结构。使用多态迭代玻尔兹曼反演(MS-IBI)方法开发了新的胆固醇粗粒力场。所开发的粗粒胆固醇力场与先前开发的神经酰胺 NS、游离脂肪酸和水的粗粒力场兼容,并使用 CHARMM 力场对这些脂质的原子模拟进行了验证。使用这些粗粒力场进行多层结构的自组装模拟,结果表明,很大一部分神经酰胺呈伸展构象,而在通常使用分子模拟研究的水结构中单双层中则无法出现这种构象。胆固醇通过促进堆积缺陷使膜变得流体化,并且发现胆固醇含量的增加会由于 C 脂质尾部的互穿插而导致双层厚度减小,这与实验观察结果一致。通过反向映射过程,使用自组装的粗粒多层系统构建具有原子分辨率的等效结构。该原子结构的模拟结果与实验得出的中子散射密度剖面非常吻合。在与水接触的外层或等效双层结构中未发现的原子多层结构的内层中观察到显著的层间氢键。这项工作强调了模拟多层结构的重要性,与更常见的研究双层系统相比,可以更好地与多层实验膜进行比较。这些结果还验证了 MS-IBI 衍生的粗粒力场的有效性和多尺度模拟的框架。