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) UD Exclusive GS tier1 7.60e-02 2.21e-01 6.71e-02 1.09e-03 GS tier1 Exclusive UD 2.16e-02 4.38e-01 5.39e-01 3.40e-01 UD Exclusive GS tier1 Exclusive 1.17e-01 2.13e-01 7.29e-02 3.44e-03 GS tier1 Exclusive UD Exclusive 1.50e-02 3.31e-01 4.19e-01 4.11e-01 UD Exclusive Overlap 9.55e-01 7.49e-01 7.40e-01 2.89e-01 GS tier1 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 4.32e-04 2.05e-05 6.84e-16 4.21e-07 Evaluating how well UD genes are linked to GS tier1 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) UD Exclusive GS tier1 0.64 1.17 1.06 0.67 3.27 GS tier1 Exclusive UD 0.53 -0.56 -0.35 -0.14 0.82 UD Exclusive GS tier1 Exclusive 0.63 1.05 1.08 0.83 2.67 GS tier1 Exclusive UD Exclusive 0.51 -1.02 -0.71 -0.66 0.30 UD Exclusive Overlap 0.73 0.22 -0.01 0.52 1.46 GS tier1 Exclusive Overlap 1.00 3.04 2.74 2.66 2.90 Overlap Exclusives 0.66 4.18 5.37 3.61 5.89 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) UD Exclusive GS tier1 0.00 -0.05 -0.47 -0.13 0.40 GS tier1 Exclusive UD 0.01 3.38 8.73 8.19 8.83 UD Exclusive GS tier1 Exclusive 0.00 -0.06 -0.23 -0.08 0.23 GS tier1 Exclusive UD Exclusive 0.00 -0.45 -0.10 -0.16 0.11 UD Exclusive Overlap 0.00 -0.20 -1.66 -0.21 -0.04 GS tier1 Exclusive Overlap 0.10 404.88 139.75 214.07 200.87 Overlap Exclusives 0.06 59.86 95.65 51.49 107.73 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 UD Exclusive 80 79 C11orf97 GS tier1 Exclusive 28 27 MS4A Overlap 3 3