Oroskar Priyanka A, Jameson Cynthia J, Murad Sohail
Department of Chemical Engineering, University of Illinois at Chicago, Chicago, IL, USA.
Department of Chemistry, University of Illinois at Chicago, Chicago, IL, USA.
Methods Mol Biol. 2019;2000:303-359. doi: 10.1007/978-1-4939-9516-5_21.
We use coarse-grained molecular dynamics simulations to "observe" details of interactions between ligand-covered gold nanoparticles and a lipid bilayer model membrane. In molecular dynamics simulations, one puts the individual atoms and groups of atoms of the physical system to be "observed" into a simulation box, specifies the forms of the potential energies of interactions between them (ultimately quantum based), and lets them individually move classically according to Newton's equations of motion, based on the forces arising from the assumed potential energy forms. The atoms that are chemically bonded to each other stay chemically bonded, following known potentials (force fields) that permit internal degrees of freedom (internal rotation, torsion, vibrations), and the interactions between nonbonded atoms are simplified to Lennard-Jones forms (in our case) and coulombic (where electrical charges are present) in which the parameters are previously optimized to reproduce thermodynamic properties or are based on quantum electronic calculations. The system is started out at a reasonable set of coordinates for all atoms or groups of atoms, and then permitted to develop according to the equations of motion, one small step (usually 10 fs time step) at a time, for millions of steps until the system is at a quasi-equilibrium (usually reached after hundreds of nanoseconds). We then let the system play out its motions further for many nanoseconds to observe the behavior, periodically taking snapshots (saving all positions and energies), and post-processing the snapshots to obtain various average descriptions of the system. Alkanethiols of various lengths serve as examples of hydrophobic ligands and methyl-terminated PEG with various numbers of monomer units serve as examples of hydrophilic ligands. Spherical gold particles of various diameters as well as gold nanorods form the core to which ligands are attached. The nanoparticles are characterized at the molecular level, especially the distributions of ligand configurations and their dependence on ligand length, and surface coverage. Self-assembly of the bilayer from an isotropic solution and observation of membrane properties that correspond well to experimental values validate the simulations. The mechanism of permeation of a gold NP coated with either a hydrophobic or a hydrophilic ligand, and its dependence on surface coverage, ligand length, core diameter, and core shape, is investigated. Lipid response such as lipid flip-flops, lipid extraction, and changes in order parameter of the lipid tails are examined in detail. The mechanism of permeation of a PEGylated nanorod is shown to occur by tilting, lying down, rotating, and straightening up. The nature of the information provided by molecular dynamics simulations permits understanding of the detailed behavior of gold nanoparticles interacting with lipid membranes which in turn helps to understand why some known systems work better than others and aids the design of new particles and improvement of methods for preparing existing ones.
我们使用粗粒度分子动力学模拟来“观察”配体包覆的金纳米颗粒与脂质双层模型膜之间相互作用的细节。在分子动力学模拟中,人们将待“观察”物理系统的单个原子和原子团放入一个模拟盒中,指定它们之间相互作用势能的形式(最终基于量子),并让它们根据牛顿运动方程进行经典的单独运动,这些运动基于假设的势能形式所产生的力。相互化学键合的原子会保持化学键合状态,遵循已知的允许内部自由度(内部旋转、扭转、振动)的势能(力场),非键合原子之间的相互作用在我们的案例中简化为 Lennard-Jones 形式,在存在电荷的情况下简化为库仑形式,其中参数预先经过优化以重现热力学性质或基于量子电子计算。系统从所有原子或原子团的一组合理坐标开始,然后根据运动方程逐步发展,每次一小步(通常为 10 飞秒时间步长),进行数百万步,直到系统达到准平衡(通常在数百纳秒后达到)。然后我们让系统再进行许多纳秒的运动以观察其行为,定期拍摄快照(保存所有位置和能量),并对快照进行后处理以获得系统的各种平均描述。不同长度的链烷硫醇作为疏水配体的示例,具有不同单体单元数量的甲基封端的聚乙二醇作为亲水配体的示例。不同直径的球形金颗粒以及金纳米棒构成配体附着的核心。纳米颗粒在分子水平上进行表征,特别是配体构型的分布及其对配体长度和表面覆盖率的依赖性。从各向同性溶液中自组装双层膜并观察与实验值相符的膜性质验证了模拟结果。研究了包覆疏水或亲水配体的金纳米颗粒的渗透机制及其对表面覆盖率、配体长度、核心直径和核心形状的依赖性。详细研究了脂质响应,如脂质翻转、脂质提取以及脂质尾部序参数的变化。结果表明,聚乙二醇化纳米棒的渗透机制是通过倾斜、躺下、旋转和伸直来实现的。分子动力学模拟所提供信息的性质有助于理解金纳米颗粒与脂质膜相互作用的详细行为,进而有助于理解为什么一些已知系统比其他系统表现更好,并有助于设计新的颗粒以及改进现有颗粒的制备方法。