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 GS2 4.66e-03 7.81e-01 2.54e-02 7.37e-02 GS2 AC1 1.35e-01 1.22e-02 6.09e-01 9.29e-02 Evaluating how well AC1 genes are linked to GS2 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 GS2 0.60 -0.11 0.12 0.04 1.78 GS2 AC1 0.52 -0.65 -2.11 -0.87 0.63 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 GS2 0.00 -0.39 -0.21 -0.22 0.36 GS2 AC1 0.00 -0.46 -1.20 -0.56 -0.17 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 66 MLKL GS2 29 27 WNT3 ;LOC100131289