Title
MetaTox: Web Application for Predicting Structure and Toxicity of Xenobiotics' Metabolites.
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.
Year
DOI
Venue
2017
10.1021/acs.jcim.6b00662
JOURNAL OF CHEMICAL INFORMATION AND MODELING
Field
DocType
Volume
Toxicity,Quantitative structure–activity relationship,Computational chemistry,Environmental chemistry,Combinatorial chemistry,Chemistry,Xenobiotic,Aromatic hydroxylation
Journal
57
Issue
ISSN
Citations 
4
1549-9596
1
PageRank 
References 
Authors
0.37
9
7