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 7.66e-01 6.02e-01 3.42e-01 1.48e-06 GSsom GeneGroup1 2.71e-01 6.11e-01 4.76e-08 5.79e-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 0.84 1.10 2.08 1.36 5.59 GSsom GeneGroup1 0.52 1.71 0.48 0.97 0.49 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 0.82 3.43 0.76 10.32 GSsom GeneGroup1 0.01 1.60 0.82 0.43 0.83 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 121 121 GSsom 20 20