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) 2020_10k Exclusive 2020_10k_clean 1.90e-01 2.82e-01 6.53e-01 2.12e-01 2020_10k_clean Exclusive 2020_10k 4.71e-01 4.61e-01 5.17e-01 2.20e-01 2020_10k Exclusive 2020_10k_clean Exclusive 5.56e-02 6.89e-02 7.52e-02 1.17e-01 2020_10k_clean Exclusive 2020_10k Exclusive 1.94e-01 9.44e-02 1.96e-01 1.28e-01 2020_10k Exclusive Overlap 8.33e-01 7.52e-01 5.33e-01 8.20e-01 2020_10k_clean Exclusive Overlap 6.18e-01 7.18e-01 6.37e-01 8.03e-01 Overlap Exclusives 1.51e-01 6.75e-01 4.50e-01 3.12e-01 Evaluating how well 2020_10k genes are linked to 2020_10k_clean 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) 2020_10k Exclusive 2020_10k_clean 0.53 1.56 1.03 0.89 1.17 2020_10k_clean Exclusive 2020_10k 0.53 0.45 0.90 0.82 1.01 2020_10k Exclusive 2020_10k_clean Exclusive 0.56 2.13 1.64 1.78 1.67 2020_10k_clean Exclusive 2020_10k Exclusive 0.55 1.30 1.78 1.76 1.21 2020_10k Exclusive Overlap 0.50 -0.62 -0.80 -0.71 -0.15 2020_10k_clean Exclusive Overlap 0.51 -0.73 -0.39 -0.29 0.28 Overlap Exclusives 0.48 -0.99 -0.38 -0.74 -0.63 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) 2020_10k Exclusive 2020_10k_clean 0.01 0.74 -0.03 0.29 0.11 2020_10k_clean Exclusive 2020_10k 0.00 -0.15 -0.17 0.10 0.15 2020_10k Exclusive 2020_10k_clean Exclusive 0.00 0.47 0.40 0.74 0.53 2020_10k_clean Exclusive 2020_10k Exclusive 0.00 0.30 0.49 0.41 0.52 2020_10k Exclusive Overlap 0.00 -0.48 -0.56 -0.61 -0.24 2020_10k_clean Exclusive Overlap 0.00 -0.93 -0.63 -0.64 -0.42 Overlap Exclusives 0.00 -0.95 -0.59 -1.08 -0.87 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 2020_10k Exclusive 42 42 2020_10k_clean Exclusive 64 60 RFPL2;PRAMEF11;AL162417.1;TNFSF12-TNFSF13 Overlap 48 48