6533b82bfe1ef96bd128e174

RESEARCH PRODUCT

Prediction of acute toxicity of organophosphorus pesticides using topological indices

Jorge GalvezF. A. Chordá-olmosRamón García-domenechPedro María Alarcón-elbalM. C. MouriñoR. Bueno-maríG. BolasS. A. DelacourA. Vidal

subject

ChemistryAdministration OralQuantitative Structure-Activity RelationshipBioengineeringGeneral MedicineTopologyAcute toxicityRatsLethal Dose 50Organophosphorus CompoundsDrug DiscoveryAnimalsRegression AnalysisMolecular MedicineComputer SimulationPesticidesOrganophosphorus pesticidesInjections Intraperitoneal

description

Topological indices were used in the prediction of the acute toxicity (intraperitoneal and oral LD(50)) of organophosphorus pesticides on rats. Models with six variables for the prediction of LD(50)-i.p. (r = 0.849, Q(2) = 0.613) and eight variables for LD(50)-oral (r = 0.906, Q(2) = 0.701) were selected. External group and cross-validation by use of leave-n-out tests were also performed in order to assess the stability and the prediction performance of the selected topological models.

https://doi.org/10.1080/10629360701698712