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) AC1 GS1 4.53e-02 1.43e-01 1.04e-01 2.58e-03 GS1 AC1 6.47e-02 2.61e-02 1.01e-09 9.26e-05 Evaluating how well AC1 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) AC1 GS1 0.73 0.46 1.80 0.63 3.22 GS1 AC1 0.66 0.90 3.22 0.97 4.60 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) AC1 GS1 0.00 0.11 1.03 0.55 1.52 GS1 AC1 0.01 1.20 2.47 0.77 1.16 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 AC1 67 67 GS1 20 20