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 1.94e-01 7.10e-01 7.93e-02 9.75e-04 GS1 AC1 2.64e-01 1.14e-02 3.06e-07 1.16e-06 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 0.74 0.34 0.53 0.97 3.78 GS1 AC1 0.70 -0.23 2.87 1.15 5.92 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 -0.39 -0.51 0.90 0.72 GS1 AC1 0.01 -0.61 0.92 0.91 5.19 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 70 67 ORF71;MC159L;TFDP2 GS1 20 20