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) 210_Reactome_Sigma Aging_GS 6.95e-03 1.98e-02 1.75e-14 4.15e-34 Aging_GS 210_Reactome_Sigma 1.83e-03 4.88e-01 1.04e-06 2.17e-03 Evaluating how well 210_Reactome_Sigma genes are linked to Aging_GS 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) 210_Reactome_Sigma Aging_GS 0.71 0.48 2.51 -0.98 13.33 Aging_GS 210_Reactome_Sigma 0.43 0.04 -1.45 -0.58 -4.02 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) 210_Reactome_Sigma Aging_GS 0.03 -0.63 0.58 -1.60 11.75 Aging_GS 210_Reactome_Sigma 0.01 1.15 -0.34 -0.30 -1.62 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 210_Reactome_Sigma 210 206 CTD-3088G3.8;PKD1L2;MUC19;AKR7L Aging_GS 307 306 TERC