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) AC7 Exclusive GS2 4.69e-01 8.98e-01 4.59e-03 1.31e-01 GS2 Exclusive AC7 5.92e-01 9.46e-02 1.13e-04 4.19e-14 AC7 Exclusive GS2 Exclusive 4.80e-01 9.29e-01 1.28e-02 1.32e-01 GS2 Exclusive AC7 Exclusive 5.55e-01 1.15e-01 1.20e-04 1.16e-12 AC7 Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 GS2 Exclusive Overlap 3.51e-01 2.17e-01 1.66e-01 1.75e-01 Overlap Exclusives 1.78e-09 1.52e-04 1.92e-21 3.13e-21 Evaluating how well AC7 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) AC7 Exclusive GS2 0.62 -0.57 0.11 0.67 2.33 GS2 Exclusive AC7 0.77 -0.02 2.43 1.06 7.24 AC7 Exclusive GS2 Exclusive 0.61 -0.74 -0.18 0.15 1.69 GS2 Exclusive AC7 Exclusive 0.77 -0.18 1.98 1.00 7.66 AC7 Exclusive Overlap 0.99 1.55 1.87 2.15 1.82 GS2 Exclusive Overlap 0.89 0.89 1.24 1.37 1.39 Overlap Exclusives 0.83 2.15 6.12 2.32 10.35 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) AC7 Exclusive GS2 0.00 0.71 1.33 3.57 0.27 GS2 Exclusive AC7 0.01 -0.56 0.83 0.54 4.72 AC7 Exclusive GS2 Exclusive 0.00 -0.05 -0.49 1.15 0.09 GS2 Exclusive AC7 Exclusive 0.01 -0.53 0.39 0.66 5.91 AC7 Exclusive Overlap 0.00 12.74 47.29 14.21 19.92 GS2 Exclusive Overlap 0.00 -0.04 0.18 0.55 1.00 Overlap Exclusives 0.02 5.56 14.85 4.52 12.59 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 AC7 Exclusive 62 60 MIR137;MIR132 GS2 Exclusive 28 26 LOC100131289;WNT3  Overlap 1 1