Scaled polar surface area descriptors: development and application to three sets of partition coefficientsElectronic supplementary information (ESI) available: tables giving the coefficients and t-ratios of the models, the statistics for the test sets and the full data set and descriptors employed. See http://www.rsc.org/suppdata/nj/b3/b307023a/
Robert A. Saunders, James A. Platts · New Journal of Chemistry · 2004
Modifications to the standard definition of polar surface area (PSA) are reported and tested against the octanol–water, chloroform–water and cyclohexane–water partition coefficients of 110 organic and drug-like molecules. It is shown that increasing the flexibility of PSA-based models can lead to some improvements in accuracy, but that these still fall well short of previously published methods. To compete with such methods, PSA-based descriptors must be scaled according to the known hydrogen bonding characteristics of common functional groups. Introducing this scaling markedly improves accuracy, with predictive errors typically around one-half of a log P unit, confirmed by splitting the data into training and test sets. All models developed follow known characteristics of the partition coefficients considered and are statistically and chemically valid.