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 4.38e-02 7.65e-02 2.17e-03 3.45e-06 GSsom GeneGroup1 1.03e-01 5.36e-01 4.54e-06 7.28e-02 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 0.82 1.10 1.56 1.59 5.37 GSsom GeneGroup1 0.58 1.33 1.06 1.22 2.84 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 4.67 9.83 7.89 32.26 GSsom GeneGroup1 0.01 3.79 5.48 4.63 6.81 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 83 82 MFRP GSsom 20 20