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) AC9Med GS1 8.50e-02 1.13e-01 5.19e-01 1.44e-03 GS1 AC9Med 1.11e-04 1.11e-06 1.35e-13 7.23e-09 Evaluating how well AC9Med 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) AC9Med GS1 0.73 0.58 2.21 0.96 3.45 GS1 AC9Med 0.73 2.96 6.22 2.00 6.70 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) AC9Med GS1 0.00 1.92 4.20 2.82 6.04 GS1 AC9Med 0.01 1.85 4.08 0.87 6.15 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 AC9Med 59 59 GS1 20 20