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 1.49e-01 3.43e-01 1.10e-01 1.66e-10 GeneGroup2 GeneGroup1 1.09e-02 5.05e-01 1.08e-02 6.88e-02 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 0.78 0.69 1.12 0.09 6.69 GeneGroup2 GeneGroup1 0.43 -0.50 -0.79 -1.21 -2.20 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 0.76 -0.48 5.51 GeneGroup2 GeneGroup1 0.00 0.73 -0.09 0.10 -0.46 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 80 78 C11orf97;UGT2A1 GeneGroup2 40 40