Samaneh Davoudi, Petteri A Vainikka, Siewert J Marrink, An Ghysels
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引用次数: 0
摘要
分子氧(O2)是生命所必需的,人们一直在努力通过全原子(AA)分子动力学(MD)模拟来了解其在细胞呼吸中的作用途径,例如膜渗透或与蛋白质的结合。为了使模型(如线粒体或洞穴中的弯曲膜)达到更大的长度尺度,可以使用粗粒度(CG)模拟,其计算成本比 AA 模拟低得多。然而,目前还没有针对 O2 的粗粒度模型。因此,本研究根据尺寸、零电荷、非极性、在非极性有机溶剂中的溶解度以及在磷脂膜中的分配等标准,从 Martini 3 力场中精心挑选了一个 O2 的 CG 模型。然后,通过计算 O2(TC3 珠)在水和十六烷中的扩散常数、在纯磷脂膜和含胆固醇膜中的渗透率以及与 T4 溶菌酶 L99A 蛋白的结合情况,进一步评估了所选的 O2(TC3 珠)CG 模型。我们的 CG 模型显示,CG 扩散率和渗透率与相应的 AA 值和可用的实验数据半定量一致。此外,它还捕捉到了与蛋白质疏水空腔的结合,与同一系统的 AA 模拟结果非常吻合。因此,结果表明我们的 O2 模型近似于 AA 模拟中观察到的行为。CG O2 模型与广泛应用于生物模拟的多功能 Martini 3 力场兼容,这将允许对涉及体内 O2 运输的大型生物分子系统进行模拟。
Validation of a Coarse-Grained Martini 3 Model for Molecular Oxygen.
Molecular oxygen (O2) is essential for life, and continuous effort has been made to understand its pathways in cellular respiration with all-atom (AA) molecular dynamics (MD) simulations of, e.g., membrane permeation or binding to proteins. To reach larger length scales with models, such as curved membranes in mitochondria or caveolae, coarse-grained (CG) simulations could be used at much lower computational cost than AA simulations. Yet a CG model for O2 is lacking. In this work, a CG model for O2 is therefore carefully selected from the Martini 3 force field based on criteria including size, zero charge, nonpolarity, solubility in nonpolar organic solvents, and partitioning in a phospholipid membrane. This chosen CG model for O2 (TC3 bead) is then further evaluated through the calculation of its diffusion constant in water and hexadecane, its permeability rate across pure phospholipid- and cholesterol-containing membranes, and its binding to the T4 lysozyme L99A protein. Our CG model shows semiquantitative agreement between CG diffusivity and permeation rates with the corresponding AA values and available experimental data. Additionally, it captures the binding to hydrophobic cavities of the protein, aligning well with the AA simulation of the same system. Thus, the results show that our O2 model approximates the behavior observed in the AA simulations. The CG O2 model is compatible with the widely used multifunctional Martini 3 force field for biological simulations, which will allow for the simulation of large biomolecular systems involved in O2's transport in the body.
期刊介绍:
The Journal of Chemical Theory and Computation invites new and original contributions with the understanding that, if accepted, they will not be published elsewhere. Papers reporting new theories, methodology, and/or important applications in quantum electronic structure, molecular dynamics, and statistical mechanics are appropriate for submission to this Journal. Specific topics include advances in or applications of ab initio quantum mechanics, density functional theory, design and properties of new materials, surface science, Monte Carlo simulations, solvation models, QM/MM calculations, biomolecular structure prediction, and molecular dynamics in the broadest sense including gas-phase dynamics, ab initio dynamics, biomolecular dynamics, and protein folding. The Journal does not consider papers that are straightforward applications of known methods including DFT and molecular dynamics. The Journal favors submissions that include advances in theory or methodology with applications to compelling problems.