Comparing distributions of experimental and random diffusion values (p-values for KS tests) Seeds Recipients Randomize Seeds (degree-matched) Randomize Recipients (degree-matched) Randomize Seeds (uniform) Randomize Recipients (uniform) mudiff_ Exclusive sis_sing 7.91e-01 6.05e-01 8.18e-01 5.45e-01 sis_sing Exclusive mudiff_ 3.19e-01 4.54e-01 3.72e-02 5.44e-01 mudiff_ Exclusive sis_sing Exclusive 4.77e-01 4.38e-01 7.03e-01 5.91e-01 sis_sing Exclusive mudiff_ Exclusive 4.09e-01 5.06e-01 1.68e-01 6.66e-01 mudiff_ Exclusive Overlap 6.53e-01 4.55e-01 5.94e-01 7.13e-01 sis_sing Exclusive Overlap 1.98e-02 7.92e-02 1.98e-02 1.98e-02 Overlap Exclusives 7.00e-04 2.58e-01 8.79e-08 2.45e-01 Evaluating how well mudiff_ genes are linked to sis_sing genes, comparing against random ROC results Seeds Recipients AUROC Z-score for Random Seeds (degree-matched) Z-score for Random Recipients (degree-matched) Z-score for Random Seeds (uniform) Z-score for Random Recipients (uniform) mudiff_ Exclusive sis_sing 0.59 0.52 0.63 0.55 1.17 sis_sing Exclusive mudiff_ 0.50 0.66 0.41 0.38 0.05 mudiff_ Exclusive sis_sing Exclusive 0.58 0.59 0.62 0.41 0.80 sis_sing Exclusive mudiff_ Exclusive 0.50 0.58 0.27 0.10 -0.41 mudiff_ Exclusive Overlap 0.71 0.70 0.76 0.57 0.61 sis_sing Exclusive Overlap 0.99 2.27 1.67 2.24 1.76 Overlap Exclusives 0.52 0.63 1.02 0.46 0.92 PRC results Seeds Recipients AUPRC Z-score for Random Seeds (degree-matched) Z-score for Random Recipients (degree-matched) Z-score for Random Seeds (uniform) Z-score for Random Recipients (uniform) mudiff_ Exclusive sis_sing 0.00 0.91 2.47 0.76 0.87 sis_sing Exclusive mudiff_ 0.01 0.78 0.39 0.50 0.87 mudiff_ Exclusive sis_sing Exclusive 0.00 1.90 2.44 0.86 0.91 sis_sing Exclusive mudiff_ Exclusive 0.01 0.45 0.24 0.39 0.15 mudiff_ Exclusive Overlap 0.00 0.03 -0.14 -0.17 -0.23 sis_sing Exclusive Overlap 0.00 29.88 3.58 21.99 23.13 Overlap Exclusives 0.01 0.67 2.31 1.04 1.67 Z-scores are computed for the experimental area under ROC or PRC based on distributions of the random areas under these curves Seeds: Genes where diffusion signal starts FROM) Recipients: Genes that receive the diffusion signal and that are in the other validated group Random genes are selected either uniformly or degree matched Number of genes ** #Total # Mapped in the network Not mapped genes mudiff_ Exclusive 158 158 sis_sing Exclusive 10 10 Overlap 1 1