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) ext Exclusive gwas2 8.81e-02 2.66e-01 4.98e-06 2.72e-02 gwas2 Exclusive ext 3.80e-04 2.46e-03 4.23e-04 2.55e-23 ext Exclusive gwas2 Exclusive 7.32e-02 1.95e-01 1.80e-04 2.52e-01 gwas2 Exclusive ext Exclusive 2.49e-03 1.19e-02 6.34e-03 4.75e-22 ext Exclusive Overlap 4.29e-02 9.91e-01 1.86e-04 1.95e-03 gwas2 Exclusive Overlap 2.14e-04 6.55e-04 2.14e-04 3.37e-04 Overlap Exclusives 7.27e-02 8.53e-09 6.63e-52 4.13e-38 Evaluating how well ext genes are linked to gwas2 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) ext Exclusive gwas2 0.62 3.24 2.48 1.46 2.57 gwas2 Exclusive ext 0.73 0.84 3.67 0.59 8.98 ext Exclusive gwas2 Exclusive 0.58 3.05 2.34 1.00 1.46 gwas2 Exclusive ext Exclusive 0.73 0.55 3.55 0.36 9.12 ext Exclusive Overlap 0.95 3.74 0.75 2.17 3.19 gwas2 Exclusive Overlap 0.99 3.07 2.46 3.18 3.62 Overlap Exclusives 0.78 2.62 7.74 2.28 14.52 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) ext Exclusive gwas2 0.00 9.38 1.12 2.80 4.66 gwas2 Exclusive ext 0.02 3.94 6.38 2.58 9.90 ext Exclusive gwas2 Exclusive 0.00 5.13 3.66 0.52 1.65 gwas2 Exclusive ext Exclusive 0.02 2.03 4.49 1.25 10.86 ext Exclusive Overlap 0.00 13.08 -0.69 8.73 5.69 gwas2 Exclusive Overlap 0.03 111.60 46.23 68.15 53.67 Overlap Exclusives 0.04 7.33 17.22 7.63 45.76 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 ext Exclusive 149 148 BRD2 gwas2 Exclusive 35 34 HLA Overlap 4 4