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) wellderly_ac1 KW_Aging_Genes 7.69e-01 1.20e-01 8.27e-02 3.14e-02 KW_Aging_Genes wellderly_ac1 7.97e-01 3.45e-01 6.19e-02 9.61e-06 Evaluating how well wellderly_ac1 genes are linked to KW_Aging_Genes 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) wellderly_ac1 KW_Aging_Genes 0.63 2.08 2.18 2.83 2.45 KW_Aging_Genes wellderly_ac1 0.63 0.55 1.88 0.85 5.64 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) wellderly_ac1 KW_Aging_Genes 0.00 0.42 0.09 0.77 1.66 KW_Aging_Genes wellderly_ac1 0.01 0.75 2.92 0.98 5.75 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 wellderly_ac1 137 137 KW_Aging_Genes 30 30