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) wavelet01 Exclusive GWAS GS 4.85e-02 1.63e-01 2.84e-22 1.77e-09 GWAS GS Exclusive wavelet01 7.25e-04 3.70e-02 1.55e-19 2.32e-25 wavelet01 Exclusive GWAS GS Exclusive 8.95e-02 1.49e-01 9.96e-20 3.01e-07 GWAS GS Exclusive wavelet01 Exclusive 3.39e-03 2.29e-02 2.72e-17 3.75e-23 wavelet01 Exclusive Overlap 2.30e-03 3.47e-02 7.08e-08 3.41e-07 GWAS GS Exclusive Overlap 4.03e-03 7.90e-02 3.71e-07 1.09e-07 Overlap Exclusives 3.71e-05 2.53e-07 4.61e-55 3.31e-36 Evaluating how well wavelet01 genes are linked to GWAS GS 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) wavelet01 Exclusive GWAS GS 0.66 1.74 2.16 2.95 7.49 GWAS GS Exclusive wavelet01 0.80 -0.01 2.30 2.49 11.50 wavelet01 Exclusive GWAS GS Exclusive 0.64 1.31 2.07 2.56 6.83 GWAS GS Exclusive wavelet01 Exclusive 0.78 -0.21 2.30 2.39 10.09 wavelet01 Exclusive Overlap 0.98 1.18 2.29 2.27 4.84 GWAS GS Exclusive Overlap 0.99 2.19 2.17 2.35 4.78 Overlap Exclusives 0.74 5.31 8.84 4.43 12.81 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) wavelet01 Exclusive GWAS GS 0.03 0.79 8.32 11.27 19.29 GWAS GS Exclusive wavelet01 0.06 2.02 12.51 10.86 72.90 wavelet01 Exclusive GWAS GS Exclusive 0.02 1.38 6.10 6.99 15.15 GWAS GS Exclusive wavelet01 Exclusive 0.04 0.89 11.38 9.26 47.93 wavelet01 Exclusive Overlap 0.04 -0.07 2.34 25.34 103.12 GWAS GS Exclusive Overlap 0.07 4.73 4.32 28.02 257.95 Overlap Exclusives 0.05 2.51 15.87 11.02 24.38 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 wavelet01 Exclusive 133 132 CHD2 GWAS GS Exclusive 165 165 Overlap 8 8