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 Familial GS 5.30e-03 3.40e-05 2.13e-22 5.57e-21 Familial GS Exclusive wavelet 9.27e-07 1.69e-02 1.26e-33 1.64e-26 wavelet Exclusive Familial GS Exclusive 1.68e-02 8.29e-04 1.63e-14 4.94e-14 Familial GS Exclusive wavelet Exclusive 2.36e-04 3.01e-02 1.30e-27 1.64e-23 wavelet Exclusive Overlap 1.37e-03 2.80e-04 1.25e-09 5.25e-09 Familial GS Exclusive Overlap 6.81e-10 4.29e-08 6.81e-10 1.20e-09 Overlap Exclusives 8.92e-11 7.61e-05 8.58e-37 4.32e-31 Evaluating how well wavelet genes are linked to Familial 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 Familial GS 0.97 1.47 5.66 2.30 9.06 Familial GS Exclusive wavelet 0.79 0.92 3.02 4.72 12.58 wavelet Exclusive Familial GS Exclusive 0.96 1.44 4.46 3.12 7.57 Familial GS Exclusive wavelet Exclusive 0.78 0.61 2.77 3.88 10.75 wavelet Exclusive Overlap 0.99 1.20 2.89 2.26 5.90 Familial GS Exclusive Overlap 0.99 1.91 3.79 3.15 6.26 Overlap Exclusives 0.80 1.95 4.34 3.67 14.57 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 Familial GS 0.11 1.35 9.22 24.62 233.16 Familial GS Exclusive wavelet 0.03 3.90 8.53 17.92 35.64 wavelet Exclusive Familial GS Exclusive 0.09 1.59 17.34 30.26 67.56 Familial GS Exclusive wavelet Exclusive 0.02 1.83 3.76 8.44 13.71 wavelet Exclusive Overlap 0.04 0.64 3.11 24.00 50.23 Familial GS Exclusive Overlap 0.04 6.22 80.16 57.10 71.06 Overlap Exclusives 0.07 13.59 25.83 37.35 83.80 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 145 144 CHD2 Familial GS Exclusive 21 21 Overlap 10 10