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 50_tier1and2_GS 2.14e-09 3.56e-12 2.94e-17 1.14e-23 50_tier1and2_GS Exclusive 122_sigma_diff 2.23e-03 1.05e-02 1.37e-06 3.88e-05 122_sigma_diff Exclusive 50_tier1and2_GS Exclusive 1.26e-08 5.68e-11 8.08e-15 7.48e-22 50_tier1and2_GS Exclusive 122_sigma_diff Exclusive 2.14e-02 1.74e-02 2.45e-05 2.30e-04 122_sigma_diff Exclusive Overlap 7.20e-04 1.43e-03 1.75e-05 1.27e-06 50_tier1and2_GS Exclusive Overlap 1.49e-08 7.20e-04 5.90e-09 1.06e-06 Overlap Exclusives 6.16e-10 3.49e-09 2.24e-17 8.17e-11 Evaluating how well 122_sigma_diff genes are linked to 50_tier1and2_GS 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 50_tier1and2_GS 0.91 6.03 9.19 5.70 8.63 50_tier1and2_GS Exclusive 122_sigma_diff 0.63 3.51 3.26 4.22 5.09 122_sigma_diff Exclusive 50_tier1and2_GS Exclusive 0.90 4.63 8.65 4.36 10.51 50_tier1and2_GS Exclusive 122_sigma_diff Exclusive 0.62 4.66 3.25 4.25 4.49 122_sigma_diff Exclusive Overlap 0.98 3.08 3.30 3.39 4.02 50_tier1and2_GS Exclusive Overlap 0.99 3.42 4.01 3.49 3.70 Overlap Exclusives 0.68 4.50 6.44 3.74 8.27 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 50_tier1and2_GS 0.03 14.28 25.16 22.27 26.69 50_tier1and2_GS Exclusive 122_sigma_diff 0.03 29.47 30.38 17.73 40.43 122_sigma_diff Exclusive 50_tier1and2_GS Exclusive 0.02 8.52 25.64 8.61 25.35 50_tier1and2_GS Exclusive 122_sigma_diff Exclusive 0.02 21.27 17.08 22.34 21.04 122_sigma_diff Exclusive Overlap 0.01 13.64 27.09 32.21 2.33 50_tier1and2_GS Exclusive Overlap 0.12 253.22 170.96 298.78 530.60 Overlap Exclusives 0.10 43.38 111.52 69.19 146.00 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 113 111 ;RFPL2 50_tier1and2_GS Exclusive 45 45 Overlap 5 5