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 2.79e-02 2.08e-01 5.48e-04 9.21e-04 GeneGroup2 GeneGroup1 9.38e-04 5.37e-01 1.87e-01 1.14e-01 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 0.61 -1.18 -1.91 -1.19 3.23 GeneGroup2 GeneGroup1 0.45 -0.04 -1.05 -1.12 -1.94 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 -1.13 -2.13 -1.14 1.11 GeneGroup2 GeneGroup1 0.00 -0.30 -1.31 -0.84 -0.98 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 58 58