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) AC1Med GS1 1.51e-01 4.76e-01 4.71e-02 6.30e-04 GS1 AC1Med 7.03e-01 1.74e-03 3.10e-10 8.55e-10 Evaluating how well AC1Med 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) AC1Med GS1 0.75 0.91 1.03 1.05 3.68 GS1 AC1Med 0.69 0.62 3.41 1.25 5.97 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) AC1Med GS1 0.00 -0.14 -1.19 0.79 0.17 GS1 AC1Med 0.01 0.01 2.60 1.34 6.04 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 AC1Med 95 93 ORF71;MC159L GS1 20 20