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) 12kDiscoCases_10xGenes Exclusive BRCA-familial 4.75e-12 1.23e-08 1.14e-19 8.60e-20 BRCA-familial Exclusive 12kDiscoCases_10xGenes 6.75e-04 6.80e-03 5.45e-18 1.89e-08 12kDiscoCases_10xGenes Exclusive BRCA-familial Exclusive 5.64e-07 2.97e-05 5.15e-11 4.04e-12 BRCA-familial Exclusive 12kDiscoCases_10xGenes Exclusive 1.97e-02 1.46e-01 3.86e-18 1.54e-07 12kDiscoCases_10xGenes Exclusive Overlap 2.41e-07 2.95e-06 1.06e-08 1.73e-10 BRCA-familial Exclusive Overlap 1.78e-21 1.46e-15 1.78e-21 2.04e-17 Overlap Exclusives 2.33e-04 1.87e-03 1.38e-21 1.71e-10 Evaluating how well 12kDiscoCases_10xGenes genes are linked to BRCA-familial 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) 12kDiscoCases_10xGenes Exclusive BRCA-familial 0.96 2.34 6.56 2.59 7.60 BRCA-familial Exclusive 12kDiscoCases_10xGenes 0.68 1.67 3.83 1.35 6.68 12kDiscoCases_10xGenes Exclusive BRCA-familial Exclusive 0.96 1.93 5.40 2.38 6.72 BRCA-familial Exclusive 12kDiscoCases_10xGenes Exclusive 0.66 1.57 2.93 1.06 7.09 12kDiscoCases_10xGenes Exclusive Overlap 0.97 2.34 4.01 2.22 5.25 BRCA-familial Exclusive Overlap 1.00 3.42 4.97 3.36 4.84 Overlap Exclusives 0.68 1.17 3.87 1.23 7.64 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) 12kDiscoCases_10xGenes Exclusive BRCA-familial 0.02 0.38 13.58 7.62 45.60 BRCA-familial Exclusive 12kDiscoCases_10xGenes 0.04 10.56 33.42 15.88 42.68 12kDiscoCases_10xGenes Exclusive BRCA-familial Exclusive 0.01 1.52 6.63 5.73 22.96 BRCA-familial Exclusive 12kDiscoCases_10xGenes Exclusive 0.02 3.59 11.30 5.06 17.12 12kDiscoCases_10xGenes Exclusive Overlap 0.01 -0.35 6.64 2.31 13.62 BRCA-familial Exclusive Overlap 0.21 93.75 445.89 324.11 160.70 Overlap Exclusives 0.04 6.36 23.81 11.39 25.34 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 12kDiscoCases_10xGenes Exclusive 145 145 BRCA-familial Exclusive 14 14 Overlap 9 9