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) selected_2_115 Exclusive tier1_31 1.95e-10 1.34e-11 1.73e-10 1.79e-12 tier1_31 Exclusive selected_2_115 2.40e-01 4.26e-01 7.85e-02 3.19e-01 selected_2_115 Exclusive tier1_31 Exclusive 1.10e-08 6.80e-10 2.37e-09 1.53e-10 tier1_31 Exclusive selected_2_115 Exclusive 5.04e-01 6.13e-01 2.35e-01 4.60e-01 selected_2_115 Exclusive Overlap 6.18e-03 2.44e-05 7.06e-03 1.98e-04 tier1_31 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 8.71e-06 Overlap Exclusives 8.55e-07 2.45e-08 8.66e-15 2.82e-08 Evaluating how well selected_2_115 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) selected_2_115 Exclusive tier1_31 0.85 4.27 6.88 4.04 6.60 tier1_31 Exclusive selected_2_115 0.55 1.52 1.52 1.53 1.82 selected_2_115 Exclusive tier1_31 Exclusive 0.84 3.57 5.82 3.98 6.28 tier1_31 Exclusive selected_2_115 Exclusive 0.54 1.26 1.04 1.19 1.53 selected_2_115 Exclusive Overlap 0.98 2.88 2.59 2.92 2.73 tier1_31 Exclusive Overlap 1.00 2.83 2.37 2.73 3.02 Overlap Exclusives 0.64 5.95 6.60 3.89 5.37 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) selected_2_115 Exclusive tier1_31 0.04 30.21 115.02 69.11 92.36 tier1_31 Exclusive selected_2_115 0.03 20.98 36.70 41.83 32.96 selected_2_115 Exclusive tier1_31 Exclusive 0.03 55.08 63.94 31.01 35.61 tier1_31 Exclusive selected_2_115 Exclusive 0.03 34.90 44.18 40.11 36.01 selected_2_115 Exclusive Overlap 0.01 13.46 43.41 35.71 13.26 tier1_31 Exclusive Overlap 0.04 135.33 153.41 219.22 9.24 Overlap Exclusives 0.05 29.50 55.10 39.75 60.67 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 selected_2_115 Exclusive 112 108 RTEL1-TNFRSF6B;TMEM191C;TNFSF12-TNFSF13;AC113554.1 tier1_31 Exclusive 28 26 SLC24A4å;MS4A Overlap 3 3