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 8.83e-01 8.84e-01 3.97e-01 1.12e-02 GeneGroup2 GeneGroup1 1.40e-01 9.52e-01 1.16e-01 8.57e-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 0.62 -0.01 -0.50 -0.18 3.34 GeneGroup2 GeneGroup1 0.48 0.11 0.35 -0.13 -0.91 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 0.01 0.23 -0.41 -0.29 1.19 GeneGroup2 GeneGroup1 0.01 -0.11 -0.15 -0.54 -1.16 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 126 126 GeneGroup2 68 64 OPTN ;C12ORF23;MYOCOS;SIX1