期刊
JOURNAL OF CHEMICAL INFORMATION AND MODELING
卷 57, 期 4, 页码 638-642出版社
AMER CHEMICAL SOC
DOI: 10.1021/acs.jcim.6b00662
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资金
- Russian Science Foundation [14-15-00449]
- Russian Science Foundation [14-15-00449] Funding Source: Russian Science Foundation
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.
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