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 1.71e-01 2.60e-01 1.74e-01 7.85e-11 GeneGroup2 GeneGroup1 1.38e-02 5.10e-01 1.36e-02 5.24e-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 0.72 1.05 0.09 5.44 GeneGroup2 GeneGroup1 0.43 -0.65 -0.95 -1.37 -2.14 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 0.17 0.67 -0.50 5.94 GeneGroup2 GeneGroup1 0.00 0.32 -0.09 -0.01 -0.25 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 UGT2A1;C11orf97 GeneGroup2 40 40