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) fcs_PD_wo_wavelet Exclusive gp2union 1.22e-01 3.62e-02 3.21e-02 1.10e-04 gp2union Exclusive fcs_PD_wo_wavelet 3.80e-02 7.67e-03 4.91e-25 2.29e-04 fcs_PD_wo_wavelet Exclusive gp2union Exclusive 7.14e-02 1.01e-02 1.66e-02 3.28e-04 gp2union Exclusive fcs_PD_wo_wavelet Exclusive 7.30e-02 2.06e-02 5.44e-25 4.86e-04 fcs_PD_wo_wavelet Exclusive Overlap 1.99e-01 1.02e-01 6.21e-02 1.80e-01 gp2union Exclusive Overlap 9.85e-05 9.85e-05 5.91e-04 9.85e-05 Overlap Exclusives 1.00e-06 3.53e-03 6.17e-01 8.47e-06 Evaluating how well fcs_PD_wo_wavelet genes are linked to gp2union 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) fcs_PD_wo_wavelet Exclusive gp2union 0.83 1.95 3.56 2.45 4.12 gp2union Exclusive fcs_PD_wo_wavelet 0.60 2.97 3.32 2.31 5.13 fcs_PD_wo_wavelet Exclusive gp2union Exclusive 0.84 1.65 3.16 2.16 4.91 gp2union Exclusive fcs_PD_wo_wavelet Exclusive 0.60 2.31 2.76 2.07 5.19 fcs_PD_wo_wavelet Exclusive Overlap 0.77 1.91 1.70 1.81 1.36 gp2union Exclusive Overlap 1.00 9.15 3.68 4.63 2.35 Overlap Exclusives 0.61 1.84 3.16 1.71 4.71 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) fcs_PD_wo_wavelet Exclusive gp2union 0.00 1.61 0.15 2.90 0.51 gp2union Exclusive fcs_PD_wo_wavelet 0.02 7.48 7.09 5.12 8.27 fcs_PD_wo_wavelet Exclusive gp2union Exclusive 0.01 1.20 -0.02 4.18 7.49 gp2union Exclusive fcs_PD_wo_wavelet Exclusive 0.02 4.11 4.47 3.70 7.50 fcs_PD_wo_wavelet Exclusive Overlap 0.00 0.10 -0.16 0.02 0.01 gp2union Exclusive Overlap 0.09 521.24 302.25 19.17 542.59 Overlap Exclusives 0.02 4.09 8.55 4.28 6.89 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 fcs_PD_wo_wavelet Exclusive 194 194 gp2union Exclusive 14 13 GBNMP Overlap 2 2