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) 2method_train_72 Exclusive gwas77 2.76e-01 2.93e-01 1.34e-03 1.19e-03 gwas77 Exclusive 2method_train_72 4.81e-01 3.29e-01 3.35e-03 6.18e-03 2method_train_72 Exclusive gwas77 Exclusive 3.91e-01 3.73e-01 1.10e-03 1.25e-03 gwas77 Exclusive 2method_train_72 Exclusive 4.00e-01 1.70e-01 2.15e-03 1.61e-03 2method_train_72 Exclusive Overlap 9.34e-01 9.89e-01 9.89e-01 8.84e-01 gwas77 Exclusive Overlap 3.82e-01 6.95e-01 9.34e-01 7.13e-01 Overlap Exclusives 3.51e-02 4.01e-02 2.13e-02 2.40e-06 Evaluating how well 2method_train_72 genes are linked to gwas77 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) 2method_train_72 Exclusive gwas77 0.63 1.56 1.80 1.46 3.88 gwas77 Exclusive 2method_train_72 0.62 2.19 1.96 2.15 4.01 2method_train_72 Exclusive gwas77 Exclusive 0.63 1.59 1.53 1.47 3.86 gwas77 Exclusive 2method_train_72 Exclusive 0.63 2.25 2.39 2.15 3.67 2method_train_72 Exclusive Overlap 0.45 -0.21 -0.24 -0.39 -0.40 gwas77 Exclusive Overlap 0.40 -0.76 -0.63 -0.58 -0.62 Overlap Exclusives 0.63 1.55 3.03 1.85 5.50 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) 2method_train_72 Exclusive gwas77 0.01 0.87 1.17 1.37 3.20 gwas77 Exclusive 2method_train_72 0.01 0.08 0.15 1.23 2.09 2method_train_72 Exclusive gwas77 Exclusive 0.01 0.95 1.54 1.45 0.61 gwas77 Exclusive 2method_train_72 Exclusive 0.01 0.52 0.56 1.37 3.12 2method_train_72 Exclusive Overlap 0.00 -0.39 -0.35 -0.46 -0.47 gwas77 Exclusive Overlap 0.00 -0.64 -0.39 -0.64 -0.66 Overlap Exclusives 0.01 0.41 1.55 0.74 2.79 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 2method_train_72 Exclusive 69 69 gwas77 Exclusive 74 73 CASC16 Overlap 3 3