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Quantitative structure/property relationship analysis of Caco-2 permeability using a genetic algorithm-based partial least squares method.基于遗传算法的偏最小二乘法对Caco-2细胞渗透性进行定量构效关系分析。
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Prediction of intestinal permeability.
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A computer simulation of functional group contributions to free energy in water and a DPPC lipid bilayer.水和二棕榈酰磷脂酰胆碱脂质双层中官能团对自由能贡献的计算机模拟。
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化学取代基对吡啶渗透性的影响及基于计算分子描述符的机理洞察

Chemical substituent effect on pyridine permeability and mechanistic insight from computational molecular descriptors.

作者信息

Chen I-Jen, Taneja Rajneesh, Yin Daxu, Seo Paul R, Young David, MacKerell Alexander D, Polli James E

机构信息

Department of Pharmaceutical Sciences, School of Pharmacy, University of Maryland, Baltimore, Maryland 21201, USA.

出版信息

Mol Pharm. 2006 Nov-Dec;3(6):745-55. doi: 10.1021/mp050096+.

DOI:10.1021/mp050096+
PMID:17140262
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2526287/
Abstract

The objective was (1) to evaluate the chemical substituent effect on Caco-2 permeability, using a congeneric series of pyridines, and (2) compare molecular descriptors from a computational chemistry approach against molecular descriptors from the Hansch approach for their abilities to explain the chemical substituent effect on pyridine permeability. The passive permeability of parent pyridine and 14 monosubstituted pyridines were measured across Caco-2 monolayers. Computational chemistry analysis was used to obtain the following molecular descriptions: solvation free energies, solvent accessible surface area, polar surface area, and cavitation energy. Results indicate that the parent pyridine was highly permeable and that chemical substitution was able to reduce pyridine permeability almost 20-fold. The substituent effect on permeability provided the following rank order: 3-COO- < 4-NH2 < 3-CONH2 < 3-Cl < 3-CHO < 3-OH < 3-CH2OH < 3-C6H5 < 3-NH2 < 3-CH2C6H5 < 3-C2H5 < 3-H < 3-CH3 < 3-F < 4-C6H5. This substituent effect was better explained via molecule descriptors from the computational chemistry approach than explained by classic descriptors from Hansch. Computational descriptors indicate that aqueous desolvation, but not membrane partitioning per se, dictated substituent effect on permeability.

摘要

目的是

(1)使用一系列同系吡啶评估化学取代基对Caco-2细胞通透性的影响;(2)比较计算化学方法得到的分子描述符和Hansch方法得到的分子描述符解释吡啶通透性化学取代基效应的能力。测定了吡啶母体和14种单取代吡啶在Caco-2单层细胞上的被动通透性。采用计算化学分析获得以下分子描述:溶剂化自由能、溶剂可及表面积、极性表面积和空化能。结果表明,吡啶母体具有高通透性,化学取代能够使吡啶通透性降低近20倍。取代基对通透性的影响顺序如下:3-COO- < 4-NH2 < 3-CONH2 < 3-Cl < 3-CHO < 3-OH < 3-CH2OH < 3-C6H5 < 3-NH2 < 3-CH2C6H5 < 3-C2H5 < 3-H < 3-CH3 < 3-F < 4-C6H5。与Hansch经典描述符相比,计算化学方法得到的分子描述符能更好地解释这种取代基效应。计算描述符表明,水相去溶剂化而非膜分配本身决定了取代基对通透性的影响。