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) 53PDD Ismael genes 1.52e-01 1.16e-01 2.63e-01 4.87e-02 Ismael genes 53PDD 5.48e-01 6.92e-01 4.27e-03 2.63e-01 Evaluating how well 53PDD genes are linked to Ismael 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) 53PDD Ismael genes 0.60 -0.65 -1.45 -0.79 1.61 Ismael genes 53PDD 0.54 -0.06 0.81 0.33 1.24 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) 53PDD Ismael genes 0.00 -0.71 -1.21 -0.60 0.20 Ismael genes 53PDD 0.00 -0.81 -0.44 -0.50 -0.10 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 53PDD 53 53 Ismael genes 19 19