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 Somatic GS 1.13e-01 1.60e-01 3.22e-17 1.68e-16 Somatic GS Exclusive wavelet 2.21e-06 2.58e-03 2.95e-34 9.80e-27 wavelet Exclusive Somatic GS Exclusive 3.45e-01 6.97e-01 1.91e-11 9.39e-12 Somatic GS Exclusive wavelet Exclusive 2.59e-04 2.35e-03 8.28e-29 2.29e-23 wavelet Exclusive Overlap 1.34e-02 2.68e-03 5.81e-09 3.50e-08 Somatic GS Exclusive Overlap 5.33e-09 5.34e-07 5.33e-09 8.99e-09 Overlap Exclusives 9.72e-11 5.11e-05 5.21e-35 1.56e-31 Evaluating how well wavelet genes are linked to Somatic 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 Somatic GS 0.91 -0.71 1.82 2.46 9.26 Somatic GS Exclusive wavelet 0.77 -2.31 3.45 3.54 11.88 wavelet Exclusive Somatic GS Exclusive 0.88 -0.78 1.12 2.21 8.07 Somatic GS Exclusive wavelet Exclusive 0.76 -2.21 3.31 2.86 10.85 wavelet Exclusive Overlap 0.98 0.84 2.03 2.55 4.84 Somatic GS Exclusive Overlap 0.99 1.78 3.59 3.26 5.16 Overlap Exclusives 0.80 1.33 6.11 3.25 14.31 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 Somatic GS 0.08 1.18 4.63 23.94 136.40 Somatic GS Exclusive wavelet 0.03 -0.63 5.18 11.23 17.50 wavelet Exclusive Somatic GS Exclusive 0.08 0.95 7.03 26.47 239.05 Somatic GS Exclusive wavelet Exclusive 0.02 -1.42 2.06 6.24 10.31 wavelet Exclusive Overlap 0.02 1.84 2.35 18.84 74.27 Somatic GS Exclusive Overlap 0.05 4.74 54.14 75.99 31.78 Overlap Exclusives 0.05 5.52 20.54 21.32 73.76 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 wavelet Exclusive 146 145 CHD2 Somatic GS Exclusive 31 31 Overlap 9 9