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) Common_funcConsensus Exclusive BRCA-somatic 1.37e-04 1.44e-02 5.72e-10 4.11e-12 BRCA-somatic Exclusive Common_funcConsensus 7.73e-03 1.03e-05 1.54e-23 6.93e-16 Common_funcConsensus Exclusive BRCA-somatic Exclusive 1.20e-02 1.82e-01 5.47e-07 6.02e-10 BRCA-somatic Exclusive Common_funcConsensus Exclusive 2.69e-02 4.39e-05 1.78e-21 1.54e-13 Common_funcConsensus Exclusive Overlap 1.88e-09 3.07e-03 7.45e-12 1.52e-07 BRCA-somatic Exclusive Overlap 4.17e-10 7.20e-04 7.45e-12 8.67e-08 Overlap Exclusives 3.56e-19 1.35e-14 7.72e-42 1.45e-35 Evaluating how well Common_funcConsensus genes are linked to BRCA-somatic 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) Common_funcConsensus Exclusive BRCA-somatic 0.87 -0.69 1.85 2.23 7.60 BRCA-somatic Exclusive Common_funcConsensus 0.77 -0.80 3.96 2.46 9.22 Common_funcConsensus Exclusive BRCA-somatic Exclusive 0.85 -0.46 1.34 1.89 7.10 BRCA-somatic Exclusive Common_funcConsensus Exclusive 0.76 -0.84 3.66 2.35 7.39 Common_funcConsensus Exclusive Overlap 0.99 1.21 2.29 2.42 4.30 BRCA-somatic Exclusive Overlap 0.99 1.23 2.26 2.44 3.48 Overlap Exclusives 0.87 4.16 8.23 3.01 10.89 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) Common_funcConsensus Exclusive BRCA-somatic 0.02 -1.01 7.71 7.33 24.67 BRCA-somatic Exclusive Common_funcConsensus 0.01 -0.46 4.30 6.82 6.62 Common_funcConsensus Exclusive BRCA-somatic Exclusive 0.01 -1.36 3.49 3.38 21.78 BRCA-somatic Exclusive Common_funcConsensus Exclusive 0.01 -0.63 1.67 5.21 10.76 Common_funcConsensus Exclusive Overlap 0.02 2.12 22.18 21.54 36.64 BRCA-somatic Exclusive Overlap 0.02 1.62 24.97 31.84 40.01 Overlap Exclusives 0.04 7.98 27.11 14.22 30.19 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 Common_funcConsensus Exclusive 67 67 BRCA-somatic Exclusive 32 32 Overlap 5 5