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 GS1 9.75e-02 8.30e-02 3.12e-01 9.21e-03 GS1 GeneGroup1 2.66e-02 7.48e-03 8.77e-12 1.67e-05 Evaluating how well GeneGroup1 genes are linked to GS1 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 GS1 0.71 0.01 1.68 0.40 3.63 GS1 GeneGroup1 0.66 1.63 3.72 0.95 4.52 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 GS1 0.00 -0.13 1.24 0.51 1.67 GS1 GeneGroup1 0.01 1.94 2.88 0.45 2.94 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 89 89 GS1 20 20