Abstract:Comparative Molecular Field Analysis ( CoMFA), Comparative Molecular Similarity Indices Analysis (CoMSIA) and the hologram quantitative structure-activity relationship (HQSAR) for 1-[(2-hydroxyethyloxy)methyl]-6-phenylthio thymidine (HEPT) derivatives were used to have molecular active conformation selection,molecular alignment,as well as the establishment of corresponding 3D-QSAR model. The model established by this method has a good ability to predict these compounds. The cross-validated q2 value of CoMFA model is 0.565 and the non-cross-validated r2 value is 0.892. The best q2 value of CoMSIA Model is 0.636 and r2 value is 0.953. The most effective HQSAR model was obtained that the q2 value of 0.876, the r2 value of 0.929, and the best hologram length value is 97. Seven highly active HEPT compounds were designed based on the three-dimensional Contour maps and the HQSAR color code map, Observations derived from these QSAR modeling study may be provided a theoretical reference for designing more active HEPT derivatives.