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 4.31e-02 1.07e-01 8.60e-02 2.49e-03 GS1 AC1 4.34e-02 3.68e-02 2.80e-09 4.39e-04 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 0.39 2.00 0.82 3.33 GS1 AC1 0.66 1.07 2.90 0.90 4.64 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 -0.01 1.83 0.71 3.00 GS1 AC1 0.01 1.13 2.92 0.31 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 AC1 67 67 GS1 20 20