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 GSsom 7.13e-02 1.83e-01 2.20e-02 5.60e-04 GSsom GeneGroup1 1.39e-01 5.49e-01 1.76e-03 1.25e-01 Evaluating how well GeneGroup1 genes are linked to GSsom 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 GSsom 0.79 0.83 -0.16 0.74 4.43 GSsom GeneGroup1 0.61 0.27 0.86 1.05 2.37 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 GSsom 0.01 2.04 4.44 2.58 12.76 GSsom GeneGroup1 0.00 -0.14 1.51 1.25 1.49 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 36 36 GSsom 20 20