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) testgp1 Exclusive testgp2 7.08e-02 2.48e-01 1.07e-01 1.56e-10 testgp2 Exclusive testgp1 5.03e-06 6.81e-01 3.07e-03 2.32e-01 testgp1 Exclusive testgp2 Exclusive 1.42e-01 4.35e-01 2.87e-01 1.81e-08 testgp2 Exclusive testgp1 Exclusive 3.64e-06 6.44e-01 4.70e-03 1.72e-01 testgp1 Exclusive Overlap 4.17e-02 1.40e-01 3.37e-01 8.48e-04 testgp2 Exclusive Overlap 1.02e-02 1.02e-02 2.34e-04 1.35e-03 Overlap Exclusives 3.55e-04 4.64e-04 6.13e-39 5.52e-05 Evaluating how well testgp1 genes are linked to testgp2 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) testgp1 Exclusive testgp2 0.77 1.37 2.56 0.79 6.50 testgp2 Exclusive testgp1 0.48 0.37 -0.54 -0.22 -1.39 testgp1 Exclusive testgp2 Exclusive 0.76 1.31 1.93 0.92 6.81 testgp2 Exclusive testgp1 Exclusive 0.47 0.48 -0.70 -0.61 -1.49 testgp1 Exclusive Overlap 0.93 1.90 1.75 1.54 2.99 testgp2 Exclusive Overlap 0.98 1.20 2.19 2.33 3.28 Overlap Exclusives 0.56 3.35 4.06 3.52 4.47 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) testgp1 Exclusive testgp2 0.01 0.53 -0.21 -0.60 11.97 testgp2 Exclusive testgp1 0.02 4.03 1.66 1.28 0.46 testgp1 Exclusive testgp2 Exclusive 0.01 0.41 -0.56 -0.67 1.72 testgp2 Exclusive testgp1 Exclusive 0.01 1.71 0.18 -0.24 -0.89 testgp1 Exclusive Overlap 0.00 1.78 0.41 0.33 0.63 testgp2 Exclusive Overlap 0.03 7.09 77.73 51.57 15.90 Overlap Exclusives 0.04 13.06 19.38 12.83 17.56 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 testgp1 Exclusive 288 282 ;SSPO;GAGE2C;TNFAIP8L2-SCNM1;C4B_2;GAGE2B testgp2 Exclusive 56 56 Overlap 4 4