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) SAI 6K ismael 8.74e-01 5.22e-01 9.65e-01 2.94e-01 ismael SAI 6K 3.47e-01 5.55e-01 1.77e-05 1.77e-01 Evaluating how well SAI 6K genes are linked to ismael 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) SAI 6K ismael 0.63 -0.39 -1.33 -0.22 1.84 ismael SAI 6K 0.54 1.17 1.24 1.02 1.67 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) SAI 6K ismael 0.00 2.18 5.13 2.89 6.43 ismael SAI 6K 0.01 0.04 0.02 0.14 0.49 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 SAI 6K 125 125 ismael 14 14