Department of Energy Science & Engineering, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, 42988 South Korea.
Energy Science & Engineering Research Center, Daegu Gyeongbuk Institute of Science & Technology (DGIST), Daegu, 42988 South Korea.
Sci Rep. 2023 Jan 20;13(1):1168. doi: 10.1038/s41598-023-28493-4.
It is difficult to observe a spontaneous translocation of cell-penetrating peptides(CPPs) within a short time scale (e.g., a few hundred ns) in all-atom molecular dynamics(MD) simulations because the time required for the translocation of usual CPPs is on the order of minutes or so. In this work, we report a spontaneous translocation of a single ArgFormula: see text across a DOPC/DOPG(4:1) model membrane within an order of a few tens ns scale by using the weighted ensemble(WE) method. We identify how water molecules and the orientation of Arg[Formula: see text] play a role in translocation. We also show how lipid molecules are transported along with Arg[Formula: see text]. In addition, we present free energy profiles of the translocation across the membrane using umbrella sampling and show that a single Arg[Formula: see text] translocation is energetically unfavorable. We expect that the WE method can help study interactions of CPPs with various model membranes within MD simulation approaches.
在全原子分子动力学(MD)模拟中,很难在短时间尺度(例如几百纳秒)内观察到细胞穿透肽(CPP)的自发转位,因为通常的 CPP 转位所需的时间约为数分钟。在这项工作中,我们报告了通过加权集合(WE)方法,在几十纳秒的数量级内,单个 Arg[Formula: see text](R9)在 DOPC/DOPG(4:1)模型膜中自发转位的情况。我们确定了水分子和 Arg[Formula: see text]的取向如何在转位中发挥作用。我们还展示了脂质分子如何与 Arg[Formula: see text]一起运输。此外,我们使用伞形采样呈现了跨膜转位的自由能曲线,并表明单个 Arg[Formula: see text]转位在能量上是不利的。我们期望 WE 方法可以帮助在 MD 模拟方法中研究 CPP 与各种模型膜的相互作用。