human intestinal absorption;
QSAR;
VolSurf;
principal component analysis (PCA);
partial least squares (PLS);
D O I:
暂无
中图分类号:
O6 [化学];
学科分类号:
0703 ;
摘要:
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 (PIS) 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 structural properties identified for the potent intestinal absorption of drugs; included strong imbalance between the center of 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.
机构:
Univ Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, Spain
MOLware SL, Valencia 46005, SpainUniv Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, Spain
Vicente de Julian-Ortiz, J.
Zanni, Riccardo
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机构:
Univ Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, SpainUniv Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, Spain
Zanni, Riccardo
Galvez-Llompart, Maria
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机构:
Univ Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, SpainUniv Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, Spain
Galvez-Llompart, Maria
Garcia-Domenech, Ramon
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Univ Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, SpainUniv Valencia, Dept Phys Chem, Fac Pharm, Mol Connect & Drug Design Res Unit, E-46100 Valencia, Spain