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) Sigma_EA_R2_50 Exclusive Tier1_31 1.94e-11 1.54e-10 4.34e-12 2.00e-11 Tier1_31 Exclusive Sigma_EA_R2_50 1.30e-01 1.66e-01 4.45e-02 1.88e-02 Sigma_EA_R2_50 Exclusive Tier1_31 Exclusive 3.03e-09 1.98e-09 3.79e-09 3.21e-09 Tier1_31 Exclusive Sigma_EA_R2_50 Exclusive 5.53e-01 3.39e-01 1.07e-01 6.32e-02 Sigma_EA_R2_50 Exclusive Overlap 1.74e-06 2.44e-05 1.74e-06 1.52e-05 Tier1_31 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 1.07e-07 3.67e-08 5.16e-17 1.52e-08 Evaluating how well Sigma_EA_R2_50 genes are linked to Tier1_31 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) Sigma_EA_R2_50 Exclusive Tier1_31 0.85 3.64 6.84 4.29 6.40 Tier1_31 Exclusive Sigma_EA_R2_50 0.60 2.18 1.84 2.46 2.48 Sigma_EA_R2_50 Exclusive Tier1_31 Exclusive 0.84 4.04 5.97 3.37 6.32 Tier1_31 Exclusive Sigma_EA_R2_50 Exclusive 0.58 1.57 1.67 1.78 1.74 Sigma_EA_R2_50 Exclusive Overlap 0.99 2.78 2.56 2.88 2.92 Tier1_31 Exclusive Overlap 1.00 2.53 2.47 2.86 3.10 Overlap Exclusives 0.72 4.04 6.55 3.46 5.61 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) Sigma_EA_R2_50 Exclusive Tier1_31 0.02 16.30 42.79 18.45 41.24 Tier1_31 Exclusive Sigma_EA_R2_50 0.04 67.73 60.35 87.92 59.82 Sigma_EA_R2_50 Exclusive Tier1_31 Exclusive 0.01 18.96 36.61 10.99 38.35 Tier1_31 Exclusive Sigma_EA_R2_50 Exclusive 0.03 36.71 39.25 53.62 48.26 Sigma_EA_R2_50 Exclusive Overlap 0.01 18.18 4.24 22.53 6.01 Tier1_31 Exclusive Overlap 0.10 185.56 117.92 357.94 193.99 Overlap Exclusives 0.12 47.14 229.66 59.95 214.43 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 Sigma_EA_R2_50 Exclusive 47 46 RFPL2 Tier1_31 Exclusive 28 27 MS4A Overlap 3 3