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) rg1 rg2 3.52e-01 4.62e-01 7.95e-01 2.73e-01 rg2 rg1 1.22e-02 7.55e-01 1.34e-03 2.47e-01 Evaluating how well rg1 genes are linked to rg2 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) rg1 rg2 0.46 0.02 -0.58 -0.27 -0.63 rg2 rg1 0.55 -1.40 -0.75 -1.11 0.84 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) rg1 rg2 0.00 -0.35 -0.54 -0.42 -0.56 rg2 rg1 0.00 -0.46 -0.38 -0.44 -0.04 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 rg1 20 20 rg2 20 20