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QSAR Study and VolSurf Characterization of Human Intestinal Absorption of Druge
作者姓名:胡桂香  商志才
作者单位:DepartmentofChemistry,ZhejiangUniversity,Hangzhou,Zhejiang310027,China
摘    要:The prediction of human intestinal absorption is a major goal in the design,optimization,and selection of candidates for the develoment of oral drugs.In this study,a computerized method(VolSurf with GRID) was used as a novel tool for predicting human intestinal absorption of test compound,and for determining the critical molecular properties needed for human intestinal absorption.The tested molecules consisted of 20 diverse drug-like compounds.Partial least squares(PLS) discriminant analysis was used to correlate the experimental data with the theoretical molecular properties of human intestinal absorption.A good correlation(r^2=0.95,q^2=0.86) between the molecular modeling results and the experimental data demonstrated that human intestinal absorption could be predicted from the three-dimensional(3D) molecular structure of a compound .Favorable structureal properties identified for the potent intestinal absorption of drugs included strong imbalance between the center of mass of a molecule and the barycentre of its hydrophilic and hydrophobic regions and a definitive hydrophobic region as well as less hydrogen bonding donors and acceptors in the molecule.

关 键 词:口服药  QSAR  定星构效关系  三维分子结构  人体吸收  PLS  药理

QSAR Study and VolSurf Characterization of Human Intestinal Absorption of Drugs
Hu Gui‐Xiang,Shang Zhi‐Cai,Zou Jian‐Wei,Yang Guo‐Ming,Yu Qing‐Sen.QSAR Study and VolSurf Characterization of Human Intestinal Absorption of Druge[J].Chinese Journal of Chemistry,2003,21(3):238-243.
Authors:Hu Gui‐Xiang  Shang Zhi‐Cai  Zou Jian‐Wei  Yang Guo‐Ming  Yu Qing‐Sen
Abstract:The prediction of human intestinal absorption is a major goal in the design, optimization, and selection of candidates for the development of oral drugs. In this study, a computerized method (VolSurf with GRID) was used as a novel tool for predicting human intestinal absorption of test compound, and for determining the critical molecular properties needed for human intestinal absorption. The tested molecules consisted of 20 diverse drug‐like compounds. Partial least squares (PLS) discriminate analysis was used to correlate the experimental data with the theoretical molecular properties of human intestinal absorption. A good correlation (r2 = 0.95, q2 = 0.86) between the molecular modeling results and the experimental data demonstrated that human intestinal absorption could be predicted from the three‐dimensional (3D) molecular structure of a compound. Favorable structural properties identified for the potent intestinal absorption of drugs included strong imbalance between the center of mass of a molecule and the barycentre of its hydrophilic and hydrophobic regions and a definitive hydrophobic region as well as less hydrogen bonding donors and acceptors in the molecule.
Keywords:human intestinal absorption  QSAR  VolSurf  principal component analysis (PCA)  partial least squares (PLS)
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