Conceptually, a QSAR model was constructed using the data obtained from experimentally tested compounds (1-11). The constructed model was subsequently used to predict the activity of the additional set of structurally modified compounds (series 1-11) that were generated in silico. The conceptual workflow of the QSAR study is shown in Figure 3(Fig. 3).