Modelling the effect of mixture components on permeation through skin.
A vehicle influences the concentration of penetrant within the membrane, affecting its diffusivity in the skin and rate of transport. Despite the huge amount of effort made for the understanding and modelling of the skin absorption of chemicals, a reliable estimation of the skin penetration potential from formulations remains a challenging objective. In this investigation, quantitative structure-activity relationship (QSAR) was employed to relate the skin permeation of compounds to the chemical properties of the mixture ingredients and the molecular structures of the penetrants. The skin permeability dataset consisted of permeability coefficients of 12 different penetrants each blended in 24 different solvent mixtures measured from finite-dose diffusion cell studies using porcine skin. Stepwise regression analysis resulted in a QSAR employing two penetrant descriptors and one solvent property. The penetrant descriptors were octanol/water partition coefficient, logP and the ninth order path molecular connectivity index, and the solvent property was the difference between boiling and melting points. The negative relationship between skin permeability coefficient and logP was attributed to the fact that most of the drugs in this particular dataset are extremely lipophilic in comparison with the compounds in the common skin permeability datasets used in QSAR. The findings show that compounds formulated in vehicles with small boiling and melting point gaps will be expected to have higher permeation through skin. The QSAR was validated internally, using a leave-many-out procedure, giving a mean absolute error of 0.396. The chemical space of the dataset was compared with that of the known skin permeability datasets and gaps were identified for future skin permeability measurements.
Ghafourian
T
T
Medway School of Pharmacy, Universities of Kent and Greenwich, Chatham, Kent ME4 4TB, UK. t.ghafourian@kent.ac.uk
Samaras
E G
EG
Brooks
J D
JD
Riviere
J E
JE
D000279:Administration, Cutaneous; D000818:Animals; D010539:Permeability / Q000187:drug effects; D004364:Pharmaceutical Preparations / Q000008:administration & dosage* / Q000378:metabolism*; D021281:Quantitative Structure-Activity Relationship; D012869:Skin Absorption / Q000187:drug effects / Q000502:physiology*; D013552:Swine
D004364:Pharmaceutical Preparations