Selected organic sunscreens from different chemical families were investigated in the context of their ability to inhibit butyrylcholinesterase using novel Multiple Linear Regression, Artificial Neural Network, and Support Vector Regression models based on a set of six independent variables commonly associated with compounds’ absorption and distribution properties. It was established that the descriptors that have a particularly strong, positive influence on the ability of compounds to inhibit BChE expressed as pIC50 are the count of rotatable bonds (nRot) and lipophilicity (logD); pIC50 is negatively correlated with flexibility (Flex), fraction of sp3 carbon atoms (Fsp3), caco-2 permeability (caco2), and plasma protein binding ability (PPB). The sunscreens that are likely to be particularly strong BChE inhibitors are Ethylhexyl Triazone (ET), Diethylhexyl Butamido Triazone (DOBT), Octocrylene (OCR), and Diethylamino Hydroxybenzoyl Hexyl Benzoate (DHHB). However, it must be stressed that ET and DOBT lie outside the chemical space of the reference compounds, so predictions for these two compounds should be treated with caution.
Sobańska et al. (Thu,) studied this question.