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) epp Exclusive gwas1 4.87e-01 8.53e-01 2.33e-04 6.16e-02 gwas1 Exclusive epp 4.09e-02 2.27e-02 4.09e-02 5.35e-17 epp Exclusive gwas1 Exclusive 3.79e-01 7.99e-01 8.64e-04 9.76e-02 gwas1 Exclusive epp Exclusive 5.69e-02 2.88e-02 5.53e-02 3.11e-16 epp Exclusive Overlap 9.92e-02 4.91e-01 9.92e-02 9.92e-02 gwas1 Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Overlap Exclusives 6.80e-02 6.67e-05 3.07e-40 9.19e-21 Evaluating how well epp genes are linked to gwas1 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) epp Exclusive gwas1 0.63 0.38 0.29 1.00 2.34 gwas1 Exclusive epp 0.73 -0.71 2.25 0.54 8.33 epp Exclusive gwas1 Exclusive 0.62 0.61 0.30 0.56 2.24 gwas1 Exclusive epp Exclusive 0.73 -0.80 2.41 0.45 7.90 epp Exclusive Overlap 0.99 2.10 0.64 1.45 1.55 gwas1 Exclusive Overlap 1.00 1.83 4.90 1.97 1.89 Overlap Exclusives 0.76 9.72 5.82 1.91 10.24 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) epp Exclusive gwas1 0.00 2.75 -0.52 2.47 4.38 gwas1 Exclusive epp 0.01 0.10 2.07 1.53 10.38 epp Exclusive gwas1 Exclusive 0.00 1.77 0.31 0.36 0.08 gwas1 Exclusive epp Exclusive 0.01 -0.25 1.64 1.03 6.29 epp Exclusive Overlap 0.00 10.07 -0.53 12.38 19.68 gwas1 Exclusive Overlap 0.01 48.81 681.96 49.37 46.84 Overlap Exclusives 0.02 1.68 13.32 3.40 9.45 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 epp Exclusive 119 118 BRD2 gwas1 Exclusive 24 23 HLA -DRB1 Overlap 1 1