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) AC1Avg Exclusive Gs3 3.25e-03 3.63e-02 6.80e-10 3.86e-05 Gs3 Exclusive AC1Avg 8.24e-02 2.82e-03 3.36e-08 3.23e-11 AC1Avg Exclusive Gs3 Exclusive 7.57e-03 5.59e-02 5.59e-09 1.62e-04 Gs3 Exclusive AC1Avg Exclusive 7.29e-02 2.83e-03 9.04e-08 2.86e-11 AC1Avg Exclusive Overlap 3.07e-02 5.04e-02 2.10e-02 8.69e-02 Gs3 Exclusive Overlap 7.40e-01 8.92e-01 7.66e-01 9.01e-01 Overlap Exclusives 1.92e-05 4.07e-08 1.46e-04 2.94e-20 Evaluating how well AC1Avg genes are linked to Gs3 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) AC1Avg Exclusive Gs3 0.62 2.11 1.49 1.53 3.69 Gs3 Exclusive AC1Avg 0.67 0.90 2.95 1.08 7.76 AC1Avg Exclusive Gs3 Exclusive 0.61 1.77 1.25 0.85 3.28 Gs3 Exclusive AC1Avg Exclusive 0.67 0.83 2.39 1.43 7.84 AC1Avg Exclusive Overlap 0.89 5.22 2.92 2.28 1.87 Gs3 Exclusive Overlap 0.54 0.80 0.35 0.23 0.31 Overlap Exclusives 0.70 1.74 7.13 1.75 9.77 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) AC1Avg Exclusive Gs3 0.01 4.02 3.49 2.83 2.21 Gs3 Exclusive AC1Avg 0.03 1.35 9.70 3.54 17.15 AC1Avg Exclusive Gs3 Exclusive 0.01 3.35 2.48 2.06 1.26 Gs3 Exclusive AC1Avg Exclusive 0.03 1.00 7.64 4.04 14.21 AC1Avg Exclusive Overlap 0.00 41.96 9.79 3.47 -0.00 Gs3 Exclusive Overlap 0.00 -0.09 -0.17 -0.16 -0.17 Overlap Exclusives 0.03 2.96 14.43 3.60 18.53 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 AC1Avg Exclusive 216 211 MC159L;UGT2A1;TFDP2;ORF71;UL36 Gs3 Exclusive 77 76 CASC16 Overlap 2 2