CoMFA and CoMSIA studies on fluorinated hexahydropyrimidine derivatives
Adeayo O Ajala1, Cosmas O Okoro
1Department of Chemistry, Tennessee State University, 3500 John A. Merritt Blvd., Nashville, TN 37209-1561, USA.
Abstract:
3D-QSAR models of a series of fluorinated hexahydropyrimidine derivatives with cytotoxic activities have been developed using CoMFA and CoMSIA. These models provide a better understanding of the mechanism of action and structure-activity relationship of these compounds. By applying leave-one-out (LOO) cross validation study, the best predictive CoMFA model was achieved with 3 as the optimum number of components, which gave rise to a non-cross-validated r(2) value of 0.978, and standard error of estimate of 0.059, and F value of 144.492. Similarly, the best predictive CoMSIA model was derived with 4 as the number of components, r(2) value of 0.999, F value of 4381.143, and standard error of estimate, 0.011. The above models will inspire the design and synthesis of novel hexahydropyrimidines with enhanced potency and selectivity.
