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) EPI Exclusive GWAS 2.32e-01 2.10e-01 2.31e-01 6.40e-02 GWAS Exclusive EPI 6.63e-01 5.16e-01 7.61e-01 4.56e-01 EPI Exclusive GWAS Exclusive 1.90e-01 2.13e-01 9.32e-02 7.31e-02 GWAS Exclusive EPI Exclusive 7.30e-01 4.93e-01 5.14e-01 5.05e-01 EPI Exclusive Overlap 7.14e-01 6.20e-01 5.27e-01 9.65e-01 GWAS Exclusive Overlap 8.92e-01 8.39e-01 8.82e-01 8.28e-01 Overlap Exclusives 1.13e-01 1.32e-01 4.29e-02 6.83e-03 Evaluating how well EPI genes are linked to GWAS 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) EPI Exclusive GWAS 0.54 -1.07 -1.27 -1.08 1.51 GWAS Exclusive EPI 0.46 -0.80 -0.97 -0.99 -1.23 EPI Exclusive GWAS Exclusive 0.54 -1.08 -1.15 -1.54 1.48 GWAS Exclusive EPI Exclusive 0.46 -0.79 -0.79 -0.89 -1.02 EPI Exclusive Overlap 0.56 0.40 0.75 0.66 0.19 GWAS Exclusive Overlap 0.48 -0.23 0.13 -0.15 -0.20 Overlap Exclusives 0.59 0.68 2.27 1.32 3.64 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) EPI Exclusive GWAS 0.00 -0.75 -1.24 -0.84 0.03 GWAS Exclusive EPI 0.00 -0.66 -0.60 -0.91 -1.27 EPI Exclusive GWAS Exclusive 0.00 -0.82 -0.99 -1.08 -0.03 GWAS Exclusive EPI Exclusive 0.00 -0.66 -0.89 -0.90 -0.93 EPI Exclusive Overlap 0.00 -0.26 -0.12 -0.15 -0.29 GWAS Exclusive Overlap 0.00 -0.46 -0.26 -0.41 -0.25 Overlap Exclusives 0.01 0.16 0.73 0.38 1.28 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 EPI Exclusive 47 47 GWAS Exclusive 75 74 CASC16 Overlap 2 2