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) GeneGroup1 GeneGroup2 8.33e-02 2.45e-01 3.56e-03 1.23e-02 GeneGroup2 GeneGroup1 4.92e-05 1.52e-01 8.83e-04 6.76e-03 Evaluating how well GeneGroup1 genes are linked to GeneGroup2 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) GeneGroup1 GeneGroup2 0.66 -1.79 -2.60 -1.84 3.16 GeneGroup2 GeneGroup1 0.41 -0.68 -2.74 -1.99 -3.60 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) GeneGroup1 GeneGroup2 0.00 -1.04 -1.68 -1.21 0.16 GeneGroup2 GeneGroup1 0.00 -0.18 -1.85 -0.89 -1.26 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 GeneGroup1 114 113 DKK 3.00 GeneGroup2 31 31