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) AC3 GS1 3.55e-02 4.08e-01 3.46e-02 2.35e-02 GS1 AC3 2.09e-01 1.19e-01 1.74e-19 1.38e-04 Evaluating how well AC3 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) AC3 GS1 0.69 -0.01 1.29 -0.45 2.87 GS1 AC3 0.57 1.40 1.71 0.60 3.46 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) AC3 GS1 0.00 -0.30 0.55 -0.59 1.74 GS1 AC3 0.01 0.98 1.13 0.22 0.72 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 AC3 153 152 UGT2A1 GS1 20 20