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1.
Biomed Khim ; 58(5): 489-500, 2012.
Article in Russian | MEDLINE | ID: mdl-23289291

ABSTRACT

Modeling of quantitative structure--activity relationships between physicochemical descriptors of organic chemicals and their acute intravenous toxicity in mice have been presented. This approach includes three steps: structure-similarity chemicals selection for every chemical-of-interest (clusterization); construction of quantitative structure--toxicity models for every cluster (without including of chemical-of-interest); application of obtained QSAR equations for chemical-of-interest toxicity estimation. This approach has been applied for acute intravenous toxicity calculations of 10241 organic chemicals. For 7759 chemicals which has enough quantity of structural neighbours with the Tanimoto index (Tc) on the level 0.30 and over, a standard deviation of calculation vs. experimental log(1/LD50) values is equal to 0.51 at the estimation of experimental determination on the level 0.50. The results of calculations isn't so good for remain chemicals (approximately 24%). It is connect with absence of sufficient number of structure similarity neighbours. It's assumed this QSAR approach can be useful for activity and toxicity prediction of chemicals large sets.


Subject(s)
Models, Biological , Organic Chemicals/pharmacokinetics , Organic Chemicals/toxicity , Administration, Intravenous , Animals , Mice , Organic Chemicals/chemistry , Structure-Activity Relationship , Toxicology/methods
3.
Bioorg Khim ; 30(6): 656-62, 2004.
Article in Russian | MEDLINE | ID: mdl-15586819

ABSTRACT

The importance of six theoretically calculated molecular parameters in the antigibberellin (retardant) activity of quaternary ammonium salts is studied using regression analysis. A bioassay system based on cell culture of fungus Gibberella fujikuroi is used to determine the activity. In the case of N,N,N-trimethyl-N-(2-hydroxyethyl)ammonium chloride (choline) and N,N,N-triethyl-N-(2-hydroxyethyl)ammonium chloride (N,N,N-triethylcholine) derivatives with linear structure, the polarizability, proton acceptor activity, and lipophilicity of these compounds exert the largest effect on the antigibberellin activity. The antigibberellin activity of more sterically hindered N,N-dialkylpiperidinium salts was mainly defined by the steric parameter, while the polarizability, proton acceptor activity, and (through them) lipophilicity exert a lesser effect. Other parameters are of minor importance for the three groups of compounds studied. The English version of the paper: Russian Journal of Bioorganic Chemistry, 2004, vol. 30, no. 6; see also http://www.maik.ru.


Subject(s)
Gibberella/drug effects , Gibberellins/antagonists & inhibitors , Quaternary Ammonium Compounds/chemistry , Magnetic Resonance Spectroscopy , Models, Molecular , Quaternary Ammonium Compounds/pharmacology , Regression Analysis , Structure-Activity Relationship
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