Regression model ensemble (regression)
Open in:QDB ExplorerQDB Predictor
Name | Type | n |
R2 |
σ |
---|---|---|---|---|
Training set | training | 39 | 0.808 | 0.344 |
Validation set | external validation | 6 | 0.851 | 0.295 |
When using this QDB archive, please cite (see details) it together with the original article:
Kahn, I. Data for: Interpretation of honeybees contact toxicity associated to acetylcholinesterase inhibitors. QsarDB repository, QDB.157. 2015. https://doi.org/10.15152/QDB.157
Dulin, F.; Halm-Lemeille, M.-P.; Lozano, S.; Lepailleur, A.; Sopkova-de Oliveira Santos, J.; Rault, S.; Bureau, R. Interpretation of honeybees contact toxicity associated to acetylcholinesterase inhibitors. Ecotoxicol. Environ. Saf. 2012, 79, 13–21. https://doi.org/10.1016/j.ecoenv.2012.01.007
Title: | Dulin, F.; Halm-Lemeille, M.-P.; Lozano, S.; Lepailleur, A.; Sopkova-de Oliveira Santos, J.; Rault, S.; Bureau, R. Interpretation of honeybees contact toxicity associated to acetylcholinesterase inhibitors. Ecotoxicol. Environ. Saf. 2012, 79, 13–21. |
Abstract: | The widespread use of different pesticides generates adverse effects on non target organisms like honeybees. Organophosphorous and carbamates kill honeybees through the inactivation of acetylcholinesterase (AChE), thereby interfering with nerve signaling and function. For this class of pesticides, it is fundamental to understand the relationship between their structures and the contact toxicity for honeybees. A Quantitative Structure–Activity Relationship (QSAR) study was carried out on 45 derivatives by a genetic algorithm approach starting from more than 2500 descriptors. In parallel, a new 3D model of AChE associated to honeybees was defined. Physicochemical properties of the receptor and docking studies of the derivatives allow understanding the meaningful of three descriptors and the implication of several amino acids in the overall toxicity of the pesticides. |
URI: | http://hdl.handle.net/10967/157
http://dx.doi.org/10.15152/QDB.157 |
Date: | 2015-05-28 |
Name | Description | Format | Size | View |
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2012EES13.qdb.zip | Consensus model for toxicity of acetylcholinesterase inhibitors to honeybees | application/zip | 17.21Kb | View/ |