Overall, the clustering of response TF profiles between normal and cancer cells upon 1569 unique perturbations in the database indicated that the fraction of cells correctly clustered to their respective class (i.e. non-cancer or cancer) was significantly higher than mis-clustered ones (one-sided Wilcoxon test, P-value < 2.22e−16) (Figure 2H). Here, TF is linked to cancer.