COMPUTER AUTOMATED LOG P CALCULATIONS BASED ON AN EXTENDED GROUP-CONTRIBUTION APPROACH

Citation
G. Klopman et al., COMPUTER AUTOMATED LOG P CALCULATIONS BASED ON AN EXTENDED GROUP-CONTRIBUTION APPROACH, Journal of chemical information and computer sciences, 34(4), 1994, pp. 752-781
Citations number
29
Categorie Soggetti
Information Science & Library Science","Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications",Chemistry,"Computer Science Information Systems
ISSN journal
00952338
Volume
34
Issue
4
Year of publication
1994
Pages
752 - 781
Database
ISI
SICI code
0095-2338(1994)34:4<752:CALPCB>2.0.ZU;2-1
Abstract
A program for the automatic calculation of the logarithm of the partit ion coefficient between n-octanol and water (log P) for organic compou nds was developed. The log P model was derived from a multivariate reg ression analysis based on a database consisting of 1663 organic molecu les with diverse structures. The parameters used in the model are basi c functional groups and correction factors which were automatically id entified by the Computer Automated Structure Evaluation (CASE) program . The CASE program was used to identify the correction terms for membe rs of each congeneric series with large deviations. This approach was found to be better than our previously reported methodologies and accu rate enough to give good log P estimations, even for the most complex molecules.