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) AC4 GS1 1.99e-02 4.48e-01 8.02e-02 7.33e-03 GS1 AC4 1.10e-01 1.04e-01 4.24e-26 4.84e-07 Evaluating how well AC4 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) AC4 GS1 0.70 -0.26 1.25 -0.21 2.98 GS1 AC4 0.56 1.08 0.74 0.19 2.78 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) AC4 GS1 0.00 -0.89 0.27 -0.92 0.89 GS1 AC4 0.01 0.67 -0.19 -0.28 0.61 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 AC4 194 193 UGT2A1 GS1 20 20