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) 28_EAML_AD GS_tier2 6.21e-03 9.08e-05 6.45e-05 1.66e-06 GS_tier2 28_EAML_AD 5.26e-06 2.04e-05 6.53e-08 2.83e-07 Evaluating how well 28_EAML_AD genes are linked to GS_tier2 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) 28_EAML_AD GS_tier2 0.75 3.62 4.98 4.19 5.76 GS_tier2 28_EAML_AD 0.80 3.50 4.95 3.96 5.32 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) 28_EAML_AD GS_tier2 0.01 8.47 2.12 15.07 19.12 GS_tier2 28_EAML_AD 0.01 5.67 4.90 21.08 12.02 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 28_EAML_AD 28 28 GS_tier2 46 43 TNSF13;IGH;TNSF12