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) MCL_Inflat2_1_ClustersAtLeast8 Exclusive BRCA-somatic-unique 1.30e-01 1.64e-01 1.73e-09 6.93e-13 BRCA-somatic-unique Exclusive MCL_Inflat2_1_ClustersAtLeast8 2.07e-07 2.80e-04 4.91e-30 4.05e-22 MCL_Inflat2_1_ClustersAtLeast8 Exclusive BRCA-somatic-unique Exclusive 6.00e-01 2.44e-01 3.62e-08 4.71e-10 BRCA-somatic-unique Exclusive MCL_Inflat2_1_ClustersAtLeast8 Exclusive 5.22e-07 5.65e-04 8.08e-31 2.97e-21 MCL_Inflat2_1_ClustersAtLeast8 Exclusive Overlap 8.41e-03 1.85e-01 1.83e-09 1.62e-05 BRCA-somatic-unique Exclusive Overlap 6.40e-08 3.84e-07 1.83e-09 2.30e-07 Overlap Exclusives 1.33e-10 3.30e-06 2.33e-139 9.67e-43 Evaluating how well MCL_Inflat2_1_ClustersAtLeast8 genes are linked to BRCA-somatic-unique 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) MCL_Inflat2_1_ClustersAtLeast8 Exclusive BRCA-somatic-unique 0.90 0.13 2.57 1.77 6.86 BRCA-somatic-unique Exclusive MCL_Inflat2_1_ClustersAtLeast8 0.67 -0.26 3.60 0.95 13.37 MCL_Inflat2_1_ClustersAtLeast8 Exclusive BRCA-somatic-unique Exclusive 0.88 0.07 2.16 2.10 5.97 BRCA-somatic-unique Exclusive MCL_Inflat2_1_ClustersAtLeast8 Exclusive 0.67 -0.03 3.25 0.84 11.99 MCL_Inflat2_1_ClustersAtLeast8 Exclusive Overlap 0.98 0.37 1.76 1.40 3.91 BRCA-somatic-unique Exclusive Overlap 0.99 1.44 2.79 2.63 3.31 Overlap Exclusives 0.72 1.14 6.94 1.57 16.33 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) MCL_Inflat2_1_ClustersAtLeast8 Exclusive BRCA-somatic-unique 0.01 -1.50 3.14 -0.54 6.31 BRCA-somatic-unique Exclusive MCL_Inflat2_1_ClustersAtLeast8 0.04 -0.13 5.20 2.68 18.11 MCL_Inflat2_1_ClustersAtLeast8 Exclusive BRCA-somatic-unique Exclusive 0.01 -1.28 0.85 -0.54 5.20 BRCA-somatic-unique Exclusive MCL_Inflat2_1_ClustersAtLeast8 Exclusive 0.04 -0.05 4.55 2.80 15.87 MCL_Inflat2_1_ClustersAtLeast8 Exclusive Overlap 0.00 -2.15 4.11 -0.10 9.44 BRCA-somatic-unique Exclusive Overlap 0.01 0.76 24.78 23.64 17.16 Overlap Exclusives 0.06 3.60 19.08 4.91 40.04 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 MCL_Inflat2_1_ClustersAtLeast8 Exclusive 400 399 BRCA-somatic-unique Exclusive 21 21 Overlap 4 4