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) 1000run4_2_1_699 Exclusive ad_gs_25 1.61e-02 1.53e-02 9.23e-04 6.83e-06 ad_gs_25 Exclusive 1000run4_2_1_699 6.89e-02 4.73e-02 5.41e-07 1.90e-06 1000run4_2_1_699 Exclusive ad_gs_25 Exclusive 2.68e-02 1.51e-02 8.94e-04 2.13e-05 ad_gs_25 Exclusive 1000run4_2_1_699 Exclusive 6.17e-02 7.92e-02 3.32e-08 7.74e-06 1000run4_2_1_699 Exclusive Overlap 8.57e-01 7.89e-01 5.94e-01 1.41e-01 ad_gs_25 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 5.29e-01 6.95e-02 7.49e-66 9.90e-07 Evaluating how well 1000run4_2_1_699 genes are linked to ad_gs_25 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) 1000run4_2_1_699 Exclusive ad_gs_25 0.81 3.53 4.60 3.13 5.46 ad_gs_25 Exclusive 1000run4_2_1_699 0.55 2.00 2.35 1.72 4.46 1000run4_2_1_699 Exclusive ad_gs_25 Exclusive 0.80 3.27 4.43 3.52 4.65 ad_gs_25 Exclusive 1000run4_2_1_699 Exclusive 0.55 1.85 2.21 1.86 4.56 1000run4_2_1_699 Exclusive Overlap 0.84 1.32 0.42 1.29 1.87 ad_gs_25 Exclusive Overlap 1.00 2.97 1.94 2.83 2.98 Overlap Exclusives 0.56 1.79 3.25 1.53 6.40 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) 1000run4_2_1_699 Exclusive ad_gs_25 0.00 3.38 6.37 3.66 6.60 ad_gs_25 Exclusive 1000run4_2_1_699 0.04 3.17 3.53 2.89 5.24 1000run4_2_1_699 Exclusive ad_gs_25 Exclusive 0.00 4.88 7.16 4.34 4.76 ad_gs_25 Exclusive 1000run4_2_1_699 Exclusive 0.04 2.55 2.81 2.69 4.47 1000run4_2_1_699 Exclusive Overlap 0.00 0.79 2.80 1.13 -0.05 ad_gs_25 Exclusive Overlap 0.03 109.59 68.77 131.16 96.06 Overlap Exclusives 0.05 7.28 7.74 4.65 10.42 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 1000run4_2_1_699 Exclusive 696 694 STON1-GTF2A1L;PTGES3L-AARSD1 ad_gs_25 Exclusive 22 22 Overlap 3 3