We investigated a series of Taxol(R) (1, paclitaxel) analogues using a 3-D QSAR approach (CoMFA). Published and unpublished data for more than 50 compounds have been included in the analysis and the model has been used to predict the activity of other analogues. The model accurately describes known SARs and also has good predictive power.