Toxicity study of allelochemical-like pesticides by a combination of 3D-QSAR, docking, Local Binding Energy (LBE) and GRID approaches.
3D-QSAR, Docking, Local Binding Energy (LBE) and GRID methods were integrated as a tool for predicting toxicity and studying mechanisms of action. The method was tested on a set of 73 allelochemical-like pesticides, for which acute toxicity (LD(50)) for the rat was available. 3D-QSAR gave a model with high predictive ability and the regression maps indicated the important toxic chemical substituents. Significant ligand-protein residue interactions and oxidation positions in the binding site were found by docking analysis using CYP1A2 homology modelling. The binding energies of the compounds and the important substituents (Local Binding Energy, LBE) were calculated in order to demonstrate quantitatively the substituent contributions in the metabolism and toxicity. The GRID examination identified the CYP1A2 binding pocket feature. Finally, a 3D-QSAR map was compared to the GRID map, showing good overlaps and confirming the important role of CYP1A2 in allelochemical-like compounds toxicity.
Istituto di Ricerche Farmacologiche Mario Negri Milano, Via Eritrea 62, Milan, Italy.
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Fratev
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Lo Piparo
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Benfenati
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Mihaylova
D019295:Computational Biology / Q000379:methods*; D019388:Cytochrome P-450 CYP1A2 / Q000737:chemistry / Q000378:metabolism; D003580:Cytochromes; D007928:Lethal Dose 50; D008958:Models, Molecular; D015394:Molecular Structure; D010575:Pesticides / Q000378:metabolism / Q000633:toxicity*; D010675:Pheromones / Q000378:metabolism / Q000633:toxicity*; D011485:Protein Binding; D021281:Quantitative Structure-Activity Relationship; D012044:Regression Analysis; D014116:Toxicology / Q000379:methods*
D003580:Cytochromes; D010575:Pesticides; D010675:Pheromones; C017170:Cyp1a2 protein, rat; D019388:Cytochrome P-450 CYP1A2