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 163 Exclusive SS 9.98e-01 9.30e-01 2.72e-02 4.36e-01 SS Exclusive Wavelet 163 5.86e-01 9.62e-01 2.34e-02 6.22e-22 Wavelet 163 Exclusive SS Exclusive 1.00e+00 1.00e+00 6.33e-02 6.95e-01 SS Exclusive Wavelet 163 Exclusive 5.78e-01 9.53e-01 3.14e-02 5.78e-22 Wavelet 163 Exclusive Overlap 8.11e-01 2.06e-01 1.41e-01 2.28e-01 SS Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Overlap Exclusives 4.84e-06 2.75e-01 2.10e-19 2.36e-19 Evaluating how well Wavelet 163 genes are linked to SS 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 163 Exclusive SS 0.61 0.52 0.40 0.39 1.11 SS Exclusive Wavelet 163 0.71 0.31 -0.76 0.19 9.90 Wavelet 163 Exclusive SS Exclusive 0.58 0.41 0.14 0.36 0.75 SS Exclusive Wavelet 163 Exclusive 0.71 0.22 -0.66 0.18 9.09 Wavelet 163 Exclusive Overlap 0.83 0.02 0.93 0.50 1.18 SS Exclusive Overlap 1.00 2.81 3.83 2.04 1.75 Overlap Exclusives 0.72 1.05 1.08 1.12 9.77 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 163 Exclusive SS 0.00 0.05 0.06 0.03 0.16 SS Exclusive Wavelet 163 0.01 0.54 0.03 0.45 5.42 Wavelet 163 Exclusive SS Exclusive 0.00 -0.10 -0.18 0.01 -0.10 SS Exclusive Wavelet 163 Exclusive 0.01 0.18 -0.25 0.20 6.02 Wavelet 163 Exclusive Overlap 0.00 -0.34 0.79 -0.21 -0.07 SS Exclusive Overlap 0.01 65.21 221.51 37.17 47.28 Overlap Exclusives 0.02 1.24 2.04 1.20 12.26 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 163 Exclusive 161 161 SS Exclusive 10 10 Overlap 1 1