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) Top51 Exclusive GWAS 8.04e-01 6.67e-01 8.63e-01 4.19e-03 GWAS Exclusive Top51 1.03e-01 1.03e-01 5.71e-02 1.49e-01 Top51 Exclusive GWAS Exclusive 9.48e-01 6.12e-01 9.49e-01 1.42e-02 GWAS Exclusive Top51 Exclusive 2.07e-01 7.10e-01 4.79e-01 7.93e-01 Top51 Exclusive Overlap 5.20e-01 2.58e-01 2.88e-01 3.01e-01 GWAS Exclusive Overlap 2.74e-08 9.05e-07 2.74e-08 1.83e-06 Overlap Exclusives 3.73e-07 2.72e-07 1.24e-08 4.77e-08 Evaluating how well Top51 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) Top51 Exclusive GWAS 0.58 0.19 -0.14 0.51 3.20 GWAS Exclusive Top51 0.57 1.16 1.18 1.30 1.52 Top51 Exclusive GWAS Exclusive 0.58 0.16 -0.24 0.22 2.81 GWAS Exclusive Top51 Exclusive 0.52 -0.05 0.01 0.33 0.60 Top51 Exclusive Overlap 0.68 0.76 1.02 1.28 1.33 GWAS Exclusive Overlap 0.99 3.83 3.54 3.40 3.57 Overlap Exclusives 0.68 2.72 7.14 3.49 7.27 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) Top51 Exclusive GWAS 0.01 0.21 -0.02 0.55 2.16 GWAS Exclusive Top51 0.01 2.13 19.32 22.72 4.77 Top51 Exclusive GWAS Exclusive 0.01 0.52 -0.04 0.52 2.00 GWAS Exclusive Top51 Exclusive 0.00 -0.05 0.65 0.72 0.78 Top51 Exclusive Overlap 0.00 -0.19 -0.19 0.18 -0.06 GWAS Exclusive Overlap 0.10 146.67 86.57 346.71 296.20 Overlap Exclusives 0.06 31.42 71.95 34.35 75.41 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 Top51 Exclusive 46 42 AC008734.2;AC008734.1;CTC-512J12.6;CTD-2611O12.2 GWAS Exclusive 105 100 MIR302F;D21S2088E;PCDH11Y;SLC8A1-AS1;LINC00158 Overlap 4 4