title: Chemometric studies on potential larvicidal compounds against Aedes aegypti.
abstract: The mosquito Aedes aegypti (Diptera, Culicidae) is the vector of yellow and dengue fever. In this study, chemometric tools, such as, Principal Component Analysis (PCA), Consensus PCA (CPCA), and Partial Least Squares Regression (PLS), were applied to a set of fifty five active compounds against Ae. aegypti larvae, which includes terpenes, cyclic alcohols, phenolic compounds, and their synthetic derivatives. The calculations were performed using the VolSurf+ program. CPCA analysis suggests that the higher weight blocks of descriptors were SIZE/SHAPE, DRY, and H2O. The PCA was generated with 48 descriptors selected from the previous blocks. The scores plot showed good separation between more and less potent compounds. The first two PCs accounted for over 60% of the data variance. The best model obtained in PLS, after validation leave-one-out, exhibited q(2) = 0.679 and r(2) = 0.714. External prediction model was R(2) = 0.623. The independent variables having a hydrophobic profile were strongly correlated to the biological data. The interaction maps generated with the GRID force field showed that the most active compounds exhibit more interaction with the DRY probe.
authors.forename: Luciana
authors.initials: L
authors.lastname: Scotti
authors.forename: Marcus Tullius
authors.initials: MT
authors.lastname: Scotti
authors.forename: Viviane Barros
authors.initials: VB
authors.lastname: Silva
authors.forename: Sandra Regina Lima
authors.initials: SR
authors.lastname: Santos
authors.forename: Sócrates C H
authors.initials: SC
authors.lastname: Cavalcanti
authors.affiliation: State University of Paraíba, Biological Science Department, Laboratory of Synthesis and Drug Delivery, 58070-450, Joao Pessoa, PB, Brazil. luciana.scotti@gmail.com.
authors.forename: Francisco J B
authors.initials: FJ
authors.lastname: Mendonça
mesh_terms: D000330:Aedes; D000818:Animals; D004305:Dose-Response Relationship, Drug; D007306:Insecticides / Q000138:chemical synthesis / Q000737:chemistry* / Q000494:pharmacology*; D007814:Larva / Q000187:drug effects; D016018:Least-Squares Analysis; D008958:Models, Molecular; D015394:Molecular Structure; D009032:Mosquito Control; D025341:Principal Component Analysis; D013329:Structure-Activity Relationship
chemical_list: D007306:Insecticides