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) TGCT_ReactomeCoreGenes Exclusive TGCT_BaileyGenes 7.20e-04 7.20e-04 7.20e-04 7.55e-04 TGCT_BaileyGenes Exclusive TGCT_ReactomeCoreGenes 3.12e-06 1.75e-05 1.11e-10 9.86e-10 TGCT_ReactomeCoreGenes Exclusive TGCT_BaileyGenes Exclusive 5.17e-01 5.17e-01 5.17e-01 4.49e-01 TGCT_BaileyGenes Exclusive TGCT_ReactomeCoreGenes Exclusive 2.42e-05 1.16e-04 8.05e-10 9.67e-08 TGCT_ReactomeCoreGenes Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 TGCT_BaileyGenes Exclusive Overlap 4.22e-04 9.63e-03 2.96e-04 7.19e-05 Overlap Exclusives 8.17e-08 7.03e-08 2.07e-16 6.04e-13 Evaluating how well TGCT_ReactomeCoreGenes genes are linked to TGCT_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) TGCT_ReactomeCoreGenes Exclusive TGCT_BaileyGenes 0.91 0.95 2.65 1.91 3.54 TGCT_BaileyGenes Exclusive TGCT_ReactomeCoreGenes 0.87 1.88 4.58 1.90 7.04 TGCT_ReactomeCoreGenes Exclusive TGCT_BaileyGenes Exclusive 0.77 0.19 0.33 0.49 1.30 TGCT_BaileyGenes Exclusive TGCT_ReactomeCoreGenes Exclusive 0.86 2.11 4.37 1.70 6.32 TGCT_ReactomeCoreGenes Exclusive Overlap 1.00 1.68 3.68 1.77 3.04 TGCT_BaileyGenes Exclusive Overlap 0.97 2.88 4.38 1.24 2.74 Overlap Exclusives 0.91 2.74 6.33 2.97 7.16 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) TGCT_ReactomeCoreGenes Exclusive TGCT_BaileyGenes 0.34 230.01 363.51 710.08 1245.03 TGCT_BaileyGenes Exclusive TGCT_ReactomeCoreGenes 0.01 8.10 20.60 6.33 29.71 TGCT_ReactomeCoreGenes Exclusive TGCT_BaileyGenes Exclusive 0.05 141.02 207.79 203.00 113.94 TGCT_BaileyGenes Exclusive TGCT_ReactomeCoreGenes Exclusive 0.01 2.23 22.92 6.98 1.93 TGCT_ReactomeCoreGenes Exclusive Overlap 0.41 140.14 287.56 641.41 551.66 TGCT_BaileyGenes Exclusive Overlap 0.00 2.76 5.78 1.47 14.13 Overlap Exclusives 0.02 7.55 38.35 5.55 21.79 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 TGCT_ReactomeCoreGenes Exclusive 25 25 TGCT_BaileyGenes Exclusive 2 2 Overlap 3 3