Unilever Research Colworth, Colworth Park, Sharnbrook, Bedfordshire MK44 1LQ, U.K.
Department of Chemical and Process Engineering, University of Surrey, Guildford GU27XH, U.K.
J Phys Chem B. 2020 Mar 5;124(9):1653-1664. doi: 10.1021/acs.jpcb.9b11199. Epub 2020 Feb 25.
Sodium laureth sulfate (SLES) and fatty acids are common ingredients in many cosmetic products. Understanding how neutral and charged fatty acid compounds partition between micellar and water phases is crucial to achieve the optimal design of the product formulation. In this paper, we first study the formation of mixed SLES and fatty acid micelles using molecular dynamics (MD) simulations. Micelle/water partition coefficients of neutral and charged fatty acids are then calculated using COSMOmic as well as a MD approach based on the potential of mean force (PMF) calculations performed using umbrella sampling (US). The combined US/PMF approach was performed with both the additive, non-polarizable CHARMM general force field (CGenFF) and the classical Drude polarizable force field. The partition coefficients for the neutral solutes are shown to be accurately calculated with the COSMOmic and additive CGenFF US/PMF approaches, while only the US/PMF approach with the Drude polarizable force field accurately calculated the experimental partition coefficient of the charged solute. These results indicate the utility of the Drude polarizable force field as a tool for the rational development of mixed micelles.
月桂醇聚醚硫酸酯(SLES)和脂肪酸是许多化妆品产品中的常见成分。了解中性和带电脂肪酸化合物在胶束相与水相之间的分配情况对于实现产品配方的最佳设计至关重要。在本文中,我们首先使用分子动力学(MD)模拟研究了混合 SLES 和脂肪酸胶束的形成。然后使用 COSMOmic 以及基于使用伞形采样(US)进行的平均力势(PMF)计算的 MD 方法计算中性和带电脂肪酸的胶束/水分配系数。使用加性非极化 CHARMM 通用力场(CGenFF)和经典的 Drude 极化力场进行了组合 US/PMF 方法。结果表明,COSMOmic 和加性 CGenFF US/PMF 方法可以准确计算中性溶质的分配系数,而只有使用 Drude 极化力场的 US/PMF 方法才能准确计算带电溶质的实验分配系数。这些结果表明 Drude 极化力场作为混合胶束合理开发的工具的实用性。