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) Wavelet Exclusive 25_GS 3.95e-02 1.91e-01 2.29e-05 2.30e-03 25_GS Exclusive Wavelet 3.14e-03 2.16e-02 2.46e-05 2.87e-07 Wavelet Exclusive 25_GS Exclusive 1.11e-01 1.85e-01 2.29e-04 7.40e-03 25_GS Exclusive Wavelet Exclusive 2.31e-02 3.72e-02 3.23e-04 1.45e-06 Wavelet Exclusive Overlap 3.80e-01 8.14e-01 8.68e-02 1.50e-01 25_GS Exclusive Overlap 1.38e-03 1.38e-03 1.38e-03 1.53e-03 Overlap Exclusives 1.38e-03 6.00e-09 1.46e-16 1.02e-14 Evaluating how well Wavelet genes are linked to 25_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) Wavelet Exclusive 25_GS 0.70 0.88 1.33 1.19 3.61 25_GS Exclusive Wavelet 0.70 0.71 2.06 1.19 6.18 Wavelet Exclusive 25_GS Exclusive 0.68 0.62 1.29 0.92 3.04 25_GS Exclusive Wavelet Exclusive 0.69 0.37 1.53 0.67 6.59 Wavelet Exclusive Overlap 0.84 1.52 0.54 1.18 2.05 25_GS Exclusive Overlap 1.00 3.32 2.34 2.91 2.68 Overlap Exclusives 0.76 1.77 5.05 1.71 8.09 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) Wavelet Exclusive 25_GS 0.00 2.92 4.30 1.40 3.60 25_GS Exclusive Wavelet 0.01 4.80 7.15 8.82 13.87 Wavelet Exclusive 25_GS Exclusive 0.00 2.03 4.48 0.87 5.22 25_GS Exclusive Wavelet Exclusive 0.01 1.97 3.34 4.29 3.03 Wavelet Exclusive Overlap 0.00 1.56 1.12 6.34 5.42 25_GS Exclusive Overlap 0.05 214.40 73.88 138.40 10.38 Overlap Exclusives 0.03 20.18 39.78 15.51 51.15 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 Wavelet Exclusive 72 72 25_GS Exclusive 22 21 HLA -DRB1 Overlap 3 3