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 6.49e-01 6.30e-01 7.67e-01 3.74e-01 GeneGroup2 GeneGroup1 2.83e-01 1.24e-01 1.70e-08 1.04e-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 0.68 -0.18 -0.55 -0.07 1.06 GeneGroup2 GeneGroup1 0.52 0.21 0.32 0.27 0.31 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 -0.27 -0.70 -0.15 -0.08 GeneGroup2 GeneGroup1 0.00 -0.61 -0.36 -0.31 -0.35 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 50 50 GeneGroup2 3 3