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 3.83e-01 1.65e-01 3.45e-01 1.61e-06 GSsom GeneGroup1 2.94e-02 2.59e-01 6.64e-27 2.50e-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 0.86 1.02 1.48 1.25 5.70 GSsom GeneGroup1 0.52 2.14 0.99 1.41 1.06 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 0.02 0.30 1.82 0.94 14.56 GSsom GeneGroup1 0.02 2.47 2.09 1.60 1.37 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 352 351 11-Sep GSsom 20 20