3D-QSAR and docking studies on a series of benzothiadiazine derivatives as genotype 1 HCV polymerase inhibitors

摘要

The Benzothiadiazine derivatives have been regarded as a novel class of HCV genotype 1 polymerase inhibitors. To explore the relationship between the structures of substituted Benzothiadiazine derivatives and their inhibitory activities against HCV, 3D-QSAR and molecular docking studies were performed on a dataset of ninty-eight compounds. The 3D-QSAR models resulted from seventy-eight molecules in the training set gave q 2 value of 0.81 and a test set of twenty compounds, gave predictive r 2 value of 0.94. 3D-QSAR model generated from kNN-MFA along with the docking binding structures provided enough information about the structural requirements for better activity. The results can serve as a useful guideline to design novel HCV genotype 1 inhibitors with better potencies.