Prediction of drug solubility from Monte Carlo simulations

被引:305
作者
Jorgensen, WL
Duffy, EM
机构
[1] Yale Univ, Dept Chem, New Haven, CT 06520 USA
[2] Pfizer Inc, Div Cent Res, Groton, CT 06340 USA
基金
美国国家科学基金会;
关键词
D O I
10.1016/S0960-894X(00)00172-4
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
Monte Carlo statistical mechanics simulations have been carried out for 150 organic solutes in water. Physically significant descriptors such as the solvent-accessible surface area, numbers of hydrogen bonds, and indices for cohesive interactions in solids are correlated with pharmacologically important properties including octanol/water partition coefficient (log P) and aqueous solubility (log S), The regression equation for log S only requires five descriptors to provide a correlation coefficient, r(2), of 0.9 and rms error of 0.7 for the 150 solutes. The descriptors can form a basis for structural modifications to guide an analogue's properties into desired ranges. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1155 / 1158
页数:4
相关论文
共 15 条
[1]  
ABRAHAM MH, 1999, J PHARM SCI, V89, P968
[2]  
Buchwald P, 1998, CURR MED CHEM, V5, P353
[3]   Prediction of properties from simulations: Free energies of solvation in hexadecane, octanol, and water [J].
Duffy, EM ;
Jorgensen, WL .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2000, 122 (12) :2878-2888
[4]   Aqueous solubility prediction of drugs based on molecular topology and neural network modeling [J].
Huuskonen, J ;
Salo, M ;
Taskinen, J .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1998, 38 (03) :450-456
[5]   Development and testing of the OPLS all-atom force field on conformational energetics and properties of organic liquids [J].
Jorgensen, WL ;
Maxwell, DS ;
TiradoRives, J .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1996, 118 (45) :11225-11236
[6]   COMPARISON OF SIMPLE POTENTIAL FUNCTIONS FOR SIMULATING LIQUID WATER [J].
JORGENSEN, WL ;
CHANDRASEKHAR, J ;
MADURA, JD ;
IMPEY, RW ;
KLEIN, ML .
JOURNAL OF CHEMICAL PHYSICS, 1983, 79 (02) :926-935
[7]  
JORGENSEN WL, 2000, BOSS VERSION 4 2
[8]   Structurally diverse quantitative structure-property relationship correlations of technologically relevant physical properties [J].
Katritzky, AR ;
Maran, U ;
Lobanov, VS ;
Karelson, M .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2000, 40 (01) :1-18
[9]  
Leo A, 1995, EXPLORING QSAR FUNDA
[10]   Prediction of aqueous solubility of organic compounds from molecular structure [J].
Mitchell, BE ;
Jurs, PC .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1998, 38 (03) :489-496