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 25_tier1and2_GS 1.58e-17 2.96e-17 6.69e-21 5.37e-29 25_tier1and2_GS Exclusive 122_sigma_diff 1.70e-02 8.72e-04 1.04e-10 5.57e-07 122_sigma_diff Exclusive 25_tier1and2_GS Exclusive 1.75e-13 3.57e-14 1.04e-16 1.70e-22 25_tier1and2_GS Exclusive 122_sigma_diff Exclusive 2.99e-02 1.79e-03 2.74e-10 4.24e-06 122_sigma_diff Exclusive Overlap 2.60e-04 1.50e-03 1.75e-05 3.25e-06 25_tier1and2_GS Exclusive Overlap 2.51e-07 7.20e-04 3.26e-08 1.27e-06 Overlap Exclusives 2.82e-05 1.97e-04 2.89e-13 3.16e-05 Evaluating how well 122_sigma_diff genes are linked to 25_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 25_tier1and2_GS 0.98 6.02 7.72 4.48 7.66 25_tier1and2_GS Exclusive 122_sigma_diff 0.64 5.16 4.04 5.15 5.71 122_sigma_diff Exclusive 25_tier1and2_GS Exclusive 0.98 4.84 7.26 4.70 7.86 25_tier1and2_GS Exclusive 122_sigma_diff Exclusive 0.63 4.45 4.03 4.69 5.40 122_sigma_diff Exclusive Overlap 0.98 3.07 3.53 3.32 3.25 25_tier1and2_GS Exclusive Overlap 0.99 3.69 2.99 3.36 3.72 Overlap Exclusives 0.64 4.44 4.49 2.78 5.96 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 25_tier1and2_GS 0.04 23.94 32.58 31.12 88.69 25_tier1and2_GS Exclusive 122_sigma_diff 0.03 35.99 25.25 31.76 34.44 122_sigma_diff Exclusive 25_tier1and2_GS Exclusive 0.03 16.31 18.07 32.63 72.62 25_tier1and2_GS Exclusive 122_sigma_diff Exclusive 0.02 21.13 20.53 21.64 23.70 122_sigma_diff Exclusive Overlap 0.01 28.00 23.32 50.52 24.45 25_tier1and2_GS Exclusive Overlap 0.08 278.37 132.43 266.45 120.47 Overlap Exclusives 0.06 82.48 72.36 44.41 88.06 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 25_tier1and2_GS Exclusive 20 20 Overlap 5 5