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) 6Method Exclusive GWASCatalog 8.56e-04 7.66e-01 1.11e-27 4.10e-11 GWASCatalog Exclusive 6Method 7.37e-03 1.50e-02 1.40e-20 5.89e-23 6Method Exclusive GWASCatalog Exclusive 2.01e-04 9.78e-01 2.00e-22 1.96e-08 GWASCatalog Exclusive 6Method Exclusive 1.15e-03 4.28e-01 1.12e-15 2.22e-19 6Method Exclusive Overlap 2.44e-03 5.89e-03 3.93e-08 3.68e-07 GWASCatalog Exclusive Overlap 1.23e-08 1.12e-08 3.13e-13 1.47e-13 Overlap Exclusives 4.31e-36 3.07e-29 4.13e-77 1.05e-59 Evaluating how well 6Method genes are linked to GWASCatalog 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) 6Method Exclusive GWASCatalog 0.60 1.80 0.84 2.99 9.86 GWASCatalog Exclusive 6Method 0.65 0.02 3.06 2.19 13.05 6Method Exclusive GWASCatalog Exclusive 0.59 0.53 -0.04 2.30 6.54 GWASCatalog Exclusive 6Method Exclusive 0.64 -0.77 1.90 1.53 12.06 6Method Exclusive Overlap 0.80 4.14 4.52 4.48 5.57 GWASCatalog Exclusive Overlap 0.84 4.89 4.27 5.38 7.72 Overlap Exclusives 0.68 7.25 14.34 7.24 22.36 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) 6Method Exclusive GWASCatalog 0.04 0.86 1.67 3.47 12.21 GWASCatalog Exclusive 6Method 0.07 3.89 13.57 7.09 35.52 6Method Exclusive GWASCatalog Exclusive 0.04 0.05 -0.08 2.49 6.88 GWASCatalog Exclusive 6Method Exclusive 0.05 -0.84 3.33 1.70 16.46 6Method Exclusive Overlap 0.01 3.00 9.62 5.04 2.82 GWASCatalog Exclusive Overlap 0.14 77.45 136.93 121.92 242.39 Overlap Exclusives 0.14 17.59 43.56 24.04 66.51 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 6Method Exclusive 545 544 TMEM189-UBE2V1 GWASCatalog Exclusive 512 509 INAFM2;IG2BP2;C5orf67 Overlap 36 36