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) Wavelet05 Exclusive Somatic GS 1.13e-03 1.21e-02 5.34e-22 3.45e-19 Somatic GS Exclusive Wavelet05 1.26e-08 3.63e-03 7.98e-33 1.95e-25 Wavelet05 Exclusive Somatic GS Exclusive 8.83e-03 1.27e-01 7.59e-18 7.68e-15 Somatic GS Exclusive Wavelet05 Exclusive 1.32e-06 3.61e-03 1.14e-28 7.21e-24 Wavelet05 Exclusive Overlap 4.40e-02 1.02e-02 1.12e-06 8.67e-07 Somatic GS Exclusive Overlap 3.30e-07 3.30e-07 3.30e-07 3.94e-07 Overlap Exclusives 1.34e-16 6.11e-09 1.16e-48 2.85e-36 Evaluating how well Wavelet05 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) Wavelet05 Exclusive Somatic GS 0.93 1.38 3.83 3.04 11.02 Somatic GS Exclusive Wavelet05 0.78 -1.43 3.70 3.59 12.24 Wavelet05 Exclusive Somatic GS Exclusive 0.92 1.17 3.39 3.05 8.33 Somatic GS Exclusive Wavelet05 Exclusive 0.77 -1.88 3.43 3.65 11.43 Wavelet05 Exclusive Overlap 0.98 0.98 3.00 1.96 4.67 Somatic GS Exclusive Overlap 1.00 1.89 3.39 3.05 4.46 Overlap Exclusives 0.81 4.95 7.48 3.61 13.72 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) Wavelet05 Exclusive Somatic GS 0.15 5.30 31.45 37.80 307.85 Somatic GS Exclusive Wavelet05 0.04 0.57 11.88 18.91 55.06 Wavelet05 Exclusive Somatic GS Exclusive 0.07 3.25 18.23 29.78 197.45 Somatic GS Exclusive Wavelet05 Exclusive 0.03 -0.72 6.86 10.37 21.73 Wavelet05 Exclusive Overlap 0.18 2.40 88.44 40.90 459.48 Somatic GS Exclusive Overlap 0.10 3.98 164.75 176.99 288.13 Overlap Exclusives 0.04 8.05 16.19 13.10 28.55 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 Wavelet05 Exclusive 155 152 SOS 1;CHD2;DKK 1.00 Somatic GS Exclusive 33 33 Overlap 7 7