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经济实惠的膜通透性计算:短链醇通过纯脂质双层和哺乳动物细胞膜的渗透。

Affordable Membrane Permeability Calculations: Permeation of Short-Chain Alcohols through Pure-Lipid Bilayers and a Mammalian Cell Membrane.

机构信息

Department of Physics , The Chinese University of Hong Kong , Shatin , Hong Kong SAR , China.

Institute of Computational Comparative Medicine and Nanotechnology Innovation Center of Kansas State, Department of Anatomy and Physiology , Kansas State University , Manhattan , Kansas 66506 , United States.

出版信息

J Chem Theory Comput. 2019 May 14;15(5):2913-2924. doi: 10.1021/acs.jctc.9b00022. Epub 2019 Apr 26.

Abstract

Determination of membrane permeability to small molecules from first-principles represents a promising approach for screening lead compounds according to their permeation properties upstream in the drug discovery process and prior to their synthesis. Theoretical investigation of permeation events requires, at its core, a molecular model of the membrane, and the choice of this model impacts not only the predicted permeability but also its relation to the experimental measurements commonly performed in pharmaceutical settings with a variety of cell lines capable of mimicking intestinal passive permeation. Homogeneous single-lipid bilayers have traditionally been utilized in computer simulations of membrane permeability predictions due to the ease of sampling all the relevant configurations, as well as the availability of parameters for a range of components of the biological membrane. To assess the influence of the membrane heterogeneity on the permeability to small molecules, we have examined the permeation of ethanol in six different single-lipid bilayers and compared the computed free-energy and diffusivity profiles with those obtained using a mammalian cell membrane model consisting of 26 components. Our results suggest that the membrane permeability only mildly depends on the lipid composition, spanning only 1 order of magnitude between the small phosphoethanolamine and the large phosphocholine head groups, or the short, saturated lauryl and the long, unsaturated oleyl acyl chains, that is, nearly as close as current theoretical estimates can get to experiment. The staggering computer time required to obtain an accurate free-energy profile, devoid of hysteresis between the upper and the lower leaflets of the lipid bilayer, in excess of several microseconds, provides an impetus for the development of approximate routes for membrane permeability predictions. Here, we have modeled the free-energy profile underlying permeation by means of a series of free-energy perturbation calculations, whereby the substrate is reversibly coupled to its environment at fixed values in the direction normal to the lipid bilayer. The diffusivity profile is modeled based on the bulk self-diffusion of the permeant, and the membrane permeability is recovered without significant loss of accuracy. The proposed numerical approach can be seamlessly extended to the determination of the relative membrane permeability to alternate substrates, thereby allowing large sets of permeants to be screened at a fraction of the computational cost of a rigorous determination of their respective free-energy profile.

摘要

从第一性原理确定小分子的膜透过性是一种很有前途的方法,可根据其渗透特性在药物发现过程的早期阶段筛选先导化合物,并且在合成之前进行筛选。渗透事件的理论研究核心是膜的分子模型,而该模型的选择不仅影响预测的渗透率,而且还影响与在具有各种能够模拟肠道被动渗透的细胞系的药物环境中进行的实验测量的关系。由于易于采样所有相关配置,以及可用于生物膜的各种成分的参数可用性,因此在计算机模拟膜透过性预测中,传统上一直使用均一的单脂质双层。为了评估膜异质性对小分子透过性的影响,我们检查了六种不同的单脂质双层中乙醇的渗透,并将计算出的自由能和扩散率分布与由 26 个组成部分组成的哺乳动物细胞膜模型的那些分布进行了比较。我们的结果表明,膜透过性仅略微取决于脂质组成,在小的磷酸乙醇胺和大的磷酸胆碱头部基团之间,或短的饱和月桂酰基和长的不饱和油酰基链之间,仅跨越一个数量级,即几乎与当前的理论估计一样接近实验。获得准确的自由能分布的惊人的计算机时间,在脂质双层的上叶和下叶之间没有滞后,超过数微秒,这为开发用于膜透过性预测的近似途径提供了动力。在这里,我们通过一系列自由能微扰计算来模拟渗透的自由能分布,其中底物在垂直于脂质双层的方向上以固定值可逆地与其环境耦合。扩散率分布基于渗透物的体相自扩散来建模,并且在没有显著损失准确性的情况下恢复了膜透过性。所提出的数值方法可以无缝扩展到确定替代底物的相对膜透过性,从而可以以计算成本的一小部分筛选大量的渗透物,而无需严格确定其各自的自由能分布。

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