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Hindi Vector Biology JournalISSN: 2473-4810
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Annick Doucet-Panaye Author
Publications
Research Article Open Access
Quantitative Structure Activity Relationships for Carboxamides and Related Compounds Active on Aedes aegypt Adult Females
Author(s): Jean Pierre Doucet* and Annick Doucet-Panaye
Aedes aegypti mosquitoes are important vectors in the transmission of severe diseases responsible for million deaths per year. Intensive use of insecticides results in environmental damages and induced resistance in mosquitoes. Search for new molecules devoid of detrimental side effects is therefore an urgent need. In this context, we derived QSAR models for evaluating the acute toxicity of 74 carboxamides and related chemicals to females of Ae. aegypti. These models based on PaDEL, 2D topological descriptors or CODESSA, 2D/3D geometrical and quantum variables, involved multilinear regression (MLR), and various machine learning methods namely support vector machine (SVM), projection pursuit regression (PPR) and artificial neural network (ANN).
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