6533b826fe1ef96bd1283f78
RESEARCH PRODUCT
Molecular Topology QSAR Strategy for Crop Protection: New Natural Fungicides with Chitin Inhibitory Activity
Ramón García-domenechMaria Galvez-llompartMaria Galvez-llompartJorge GalvezRiccardo ZanniRiccardo Zannisubject
Quantitative structure–activity relationshipGeneral Chemical EngineeringGeneral ChemistryArticleNatural (archaeology)Crop protectionFungicidechemistry.chemical_compoundChemistryChitinchemistryBiochemical engineeringMolecular topologyQD1-999Mathematicsdescription
Nowadays, crop protection is a major concern and how to proceed is a delicate point of contention. New products must be safe and ecofriendly in accordance with the actual legislation. In this context, we present a quantitative structure-activity relationship strategy based on molecular topology as a tool for generating natural products as potential fungicides following a mechanism of action based on the synthesis of chitin inhibition (chitinase inhibition). Two discriminant equations using statistical linear discriminant analysis were used to identify three potential candidates (1-methylxanthine, hematommic acid, and antheraxanthin). The equations showed accuracy and specificity levels above 80%, minimizing the risk of selecting false active compounds.
year | journal | country | edition | language |
---|---|---|---|---|
2020-06-26 | ACS Omega |