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用于模拟Caco-2细胞药物渗透性的正交色谱描述符

Orthogonal chromatographic descriptors for modelling Caco-2 drug permeability.

作者信息

Deconinck E, Verstraete T, Van Gyseghem E, Vander Heyden Y, Coomans D

机构信息

Department of Analytical Chemistry and Pharmaceutical Technology, Pharmaceutical Institute, Vrije Universiteit Brussel-VUB, Brussels, Belgium.

出版信息

J Chromatogr Sci. 2012 Mar;50(3):175-83. doi: 10.1093/chromsci/bmr044.

Abstract

The use of chromatographic descriptors as alternative for Caco-2 permeability in drug absorption screening was evaluated. Therefore, retentions were measured on 17 Reversed-Phase Liquid Chromatographic systems, considered to be orthogonal or dissimilar, and an Immobilized Artificial Membrane (IAM) system. Retentions on a Micellar Liquid Chromatography system were taken from the literature. From this set of systems, those found dissimilar for the used data set were selected. The retention factors on these systems were then used as descriptors in QSAR modelling. Modelling was performed using Stepwise Multiple Linear Regression. This resulted in a model using only two chromatographic systems with good descriptive and acceptable predictive properties. A high qualitative model was obtained by combining both chromatographic systems selected in the previous model with a lipophilicity parameter (the squared Moriguchi n-octanol/water partition coefficient) and the molecular volume.

摘要

评估了使用色谱描述符作为药物吸收筛选中Caco-2通透性替代方法的情况。因此,在17个被认为是正交或不同的反相液相色谱系统以及一个固定化人工膜(IAM)系统上测量了保留时间。胶束液相色谱系统上的保留时间取自文献。从这组系统中,选择了那些在所使用的数据集中发现不同的系统。然后将这些系统上的保留因子用作QSAR建模中的描述符。使用逐步多元线性回归进行建模。这产生了一个仅使用两个具有良好描述性和可接受预测性的色谱系统的模型。通过将先前模型中选择的两个色谱系统与亲脂性参数(平方的森口正辛醇/水分配系数)和分子体积相结合,获得了一个高质量的模型。

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