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) 122_sigma_diff Exclusive top25_from_93_diffusions 5.78e-16 2.81e-17 2.85e-20 7.40e-28 top25_from_93_diffusions Exclusive 122_sigma_diff 2.68e-03 5.66e-05 1.74e-12 3.83e-08 122_sigma_diff Exclusive top25_from_93_diffusions Exclusive 1.31e-13 8.78e-16 7.12e-17 3.93e-24 top25_from_93_diffusions Exclusive 122_sigma_diff Exclusive 5.46e-03 1.76e-04 1.59e-12 6.55e-07 122_sigma_diff Exclusive Overlap 1.94e-05 1.10e-02 2.30e-07 9.05e-07 top25_from_93_diffusions Exclusive Overlap 1.83e-09 1.83e-09 1.83e-09 9.14e-09 Overlap Exclusives 9.09e-05 3.15e-04 5.67e-12 1.63e-05 Evaluating how well 122_sigma_diff genes are linked to top25_from_93_diffusions 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) 122_sigma_diff Exclusive top25_from_93_diffusions 0.98 4.96 8.69 4.78 8.03 top25_from_93_diffusions Exclusive 122_sigma_diff 0.65 5.98 4.74 4.99 5.60 122_sigma_diff Exclusive top25_from_93_diffusions Exclusive 0.98 4.96 7.45 4.89 7.65 top25_from_93_diffusions Exclusive 122_sigma_diff Exclusive 0.64 5.32 4.45 4.74 4.36 122_sigma_diff Exclusive Overlap 0.99 2.32 2.94 3.11 3.13 top25_from_93_diffusions Exclusive Overlap 1.00 3.27 3.09 3.05 3.18 Overlap Exclusives 0.63 2.23 3.49 2.74 5.47 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) 122_sigma_diff Exclusive top25_from_93_diffusions 0.04 22.78 48.64 36.50 77.15 top25_from_93_diffusions Exclusive 122_sigma_diff 0.03 37.19 26.77 32.85 38.66 122_sigma_diff Exclusive top25_from_93_diffusions Exclusive 0.03 15.93 33.41 32.50 97.54 top25_from_93_diffusions Exclusive 122_sigma_diff Exclusive 0.02 21.86 16.57 24.50 19.22 122_sigma_diff Exclusive Overlap 0.02 9.28 27.07 39.22 18.06 top25_from_93_diffusions Exclusive Overlap 0.10 145.89 153.27 348.05 115.31 Overlap Exclusives 0.06 42.33 79.55 36.79 92.51 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 122_sigma_diff Exclusive 114 112 ;RFPL2 top25_from_93_diffusions Exclusive 21 21 Overlap 4 4