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J Chem Inf Model ; 57(4): 638-642, 2017 04 24.
Article in English | MEDLINE | ID: mdl-28345905

ABSTRACT

A new freely available web-application MetaTox ( http://www.way2drug.com/mg ) for prediction of xenobiotic's metabolism and calculation toxicity of metabolites based on the structural formula of chemicals has been developed. MetaTox predicts metabolites, which are formed by nine classes of reactions (aliphatic and aromatic hydroxylation, N- and O-glucuronidation, N-, S- and C-oxidation, and N- and O-dealkylation). The calculation of probability for generated metabolites is based on analyses of "structure-biotransformation reactions" and "structure-modified atoms" relationships using a Bayesian approach. Prediction of LD50 values is performed by GUSAR software for the parent compound and each of the generated metabolites using quantitative structure-activity relationahip (QSAR) models created for acute rat toxicity with the intravenous type of administration.


Subject(s)
Computational Biology/methods , Internet , Xenobiotics/metabolism , Xenobiotics/toxicity , Animals , Humans , Quantitative Structure-Activity Relationship , Software , Xenobiotics/chemistry
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