International Journal of Molecular Sciences · 2011 · 51 citations · 23 references
Natural SciencesChemistryAnalytical ChemistryComputational ChemistryOrganic ChemistryMolecular DescriptorsMolecular Property PredictionPartition CoefficientComputational Prediction ModelsLog P DeterminationOctanol-water Partition CoefficientPartition Coefficient PredictionQuantitative Structure-property Relationship ModelsRefinementTopological IndicesTopological Steric Indices
A new possibility for estimating the octanol/water coefficient (log P) was investigated using only one descriptor, the semi-empirical electrotopological index (I(SET)). The predictability of four octanol/water partition coefficient (log P) calculation models was compared using a set of 131 aliphatic organic compounds from five different classes. Log P values were calculated employing atomic-contribution methods, as in the Ghose/Crippen approach and its later refinement, AlogP; using fragmental methods through the ClogP method; and employing an approach considering the whole molecule using topological indices with the MlogP method. The efficiency and the applicability of the I(SET) in terms of calculating log P were demonstrated through good statistical quality (r > 0.99; s < 0.18), high internal stability and good predictive ability for an external group of compounds in the same order as the widely used models based on the fragmental method, ClogP, and the atomic contribution method, AlogP, which are among the most used methods of predicting log P.
23
Alexander Golbraikh, Alexander Tropsha · Journal of Molecular Graphics and Modelling · 2002 · 3.7K citations
Arup K. Ghose, Gordon M. Crippen · Journal of Chemical Information and Computer Sciences · 1987 · 808 citations
Arup K. Ghose, Vellarkad N. Viswanadhan, John J. Wendoloski · The Journal of Physical Chemistry A · 1998 · 794 citations