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) OV_ReactomeCoreGenes Exclusive OV_BaileyGenes 1.48e-01 6.30e-02 2.65e-04 1.29e-04 OV_BaileyGenes Exclusive OV_ReactomeCoreGenes 1.05e-03 4.08e-03 1.66e-44 1.29e-23 OV_ReactomeCoreGenes Exclusive OV_BaileyGenes Exclusive 4.81e-01 2.22e-01 1.97e-02 4.53e-03 OV_BaileyGenes Exclusive OV_ReactomeCoreGenes Exclusive 1.19e-03 4.45e-03 1.85e-47 1.31e-23 OV_ReactomeCoreGenes Exclusive Overlap 9.85e-05 9.85e-05 9.85e-05 9.85e-05 OV_BaileyGenes Exclusive Overlap 2.07e-03 9.85e-05 2.96e-04 9.85e-04 Overlap Exclusives 1.61e-15 1.83e-11 6.56e-95 2.04e-49 Evaluating how well OV_ReactomeCoreGenes genes are linked to OV_BaileyGenes 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) OV_ReactomeCoreGenes Exclusive OV_BaileyGenes 0.92 2.17 2.58 2.76 4.21 OV_BaileyGenes Exclusive OV_ReactomeCoreGenes 0.72 -0.50 3.02 0.61 11.62 OV_ReactomeCoreGenes Exclusive OV_BaileyGenes Exclusive 0.90 1.86 1.95 2.61 3.23 OV_BaileyGenes Exclusive OV_ReactomeCoreGenes Exclusive 0.72 -0.72 2.96 0.69 11.48 OV_ReactomeCoreGenes Exclusive Overlap 1.00 1.24 701988086812964.00 1.13 2.35 OV_BaileyGenes Exclusive Overlap 0.98 1.66 358569074593343.00 2.57 2.49 Overlap Exclusives 0.81 192957696585435.50 9.90 1.96 16.10 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) OV_ReactomeCoreGenes Exclusive OV_BaileyGenes 0.04 -0.19 12.13 6.83 64.68 OV_BaileyGenes Exclusive OV_ReactomeCoreGenes 0.02 0.86 3.92 1.78 15.36 OV_ReactomeCoreGenes Exclusive OV_BaileyGenes Exclusive 0.00 -1.05 -2.27 -0.35 3.72 OV_BaileyGenes Exclusive OV_ReactomeCoreGenes Exclusive 0.02 0.58 3.16 1.92 11.48 OV_ReactomeCoreGenes Exclusive Overlap 0.12 16.80 31214722506718836.00 44.11 555.87 OV_BaileyGenes Exclusive Overlap 0.00 1.98 inf 4.41 0.57 Overlap Exclusives 0.05 2949857499010897.00 29.07 4.97 35.85 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 OV_ReactomeCoreGenes Exclusive 211 211 OV_BaileyGenes Exclusive 6 6 Overlap 2 2