QSAR analysis on Spodoptera litura antifeedant activities for flavone derivatives.
We establish useful models that relate experimentally measured biological activities of compounds to their molecular structure. The pED(50) feeding inhibition on Spodoptera litura species exhibited by aurones, chromones, 3-coumarones and flavones is analyzed in this work through the hypothesis encompassed in the Quantitative Structure-Activity Relationships (QSAR) Theory. This constitutes a first necessary computationally based step during the design of more bio-friendly repellents that could lead to insights for improving the insecticidal activities of the investigated compounds. After optimizing the molecular structure of each furane and pyrane benzoderivative with the semiempirical molecular orbitals method PM3, more than a thousand of constitutional, topological, geometrical and electronic descriptors are calculated and multiparametric linear regression models are established on the antifeedant potencies. The feature selection method employed in this study is the Replacement Method, which has proven to be successful in previous analyzes. We establish the QSAR both for the complete molecular set of compounds and also for each chemical class, so that acceptably describing the variation of the inhibitory activities from the knowledge of their structure and thus achieving useful predictive results. The main interest of developing trustful QSAR models is that these enable the prediction of compounds having no experimentally measured activities for any reason. Therefore, the structure-activity relationships are further employed for investigating the antifeedant activity on previously synthesized 2-,7-substituted benzopyranes, which do not pose any measured values on the biological expression. One of them, 2-(alpha-naphtyl)-4H-1-benzopyran-4-one, results in a promising structure to be experimentally analyzed as it has predicted pED(50)=1.162.
Instituto de Investigaciones Fisicoquímicas Teóricas y Aplicadas INIFTA (UNLP, CCT La Plata-CONICET), Diag. 113 y 64, Sucursal 4, C.C. 16, 1900 La Plata, Argentina. pabloducho@gmail.com
Pablo R
PR
Duchowicz
Mohammad
M
Goodarzi
Marco A
MA
Ocsachoque
Gustavo P
GP
Romanelli
Erlinda Del V
Edel V
Ortiz
Juan C
JC
Autino
Daniel O
DO
Bennardi
Diego M
DM
Ruiz
Eduardo A
EA
Castro
D000818:Animals; D001572:Benzofurans / Q000737:chemistry / Q000494:pharmacology; D002867:Chromones / Q000737:chemistry / Q000494:pharmacology; D005247:Feeding Behavior / Q000187:drug effects*; D047309:Flavones / Q000737:chemistry* / Q000494:pharmacology*; D007302:Insect Repellents / Q000494:pharmacology*; D021281:Quantitative Structure-Activity Relationship; D018411:Spodoptera / Q000187:drug effects*
D001572:Benzofurans; D002867:Chromones; D047309:Flavones; D007302:Insect Repellents; C486837:aurone