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) vep_2ML_Method_Common Exclusive BRCA-GWAS 9.32e-01 9.24e-01 9.03e-02 5.92e-05 BRCA-GWAS Exclusive vep_2ML_Method_Common 1.08e-01 7.85e-01 4.29e-01 1.85e-01 vep_2ML_Method_Common Exclusive BRCA-GWAS Exclusive 9.20e-01 8.90e-01 5.98e-02 8.39e-05 BRCA-GWAS Exclusive vep_2ML_Method_Common Exclusive 1.07e-01 5.82e-01 5.02e-01 1.79e-01 vep_2ML_Method_Common Exclusive Overlap 3.35e-01 3.51e-01 3.67e-01 6.31e-01 BRCA-GWAS Exclusive Overlap 4.72e-01 8.29e-01 7.14e-01 8.47e-01 Overlap Exclusives 7.29e-02 2.54e-01 1.85e-08 1.65e-06 Evaluating how well vep_2ML_Method_Common genes are linked to BRCA-GWAS 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) vep_2ML_Method_Common Exclusive BRCA-GWAS 0.60 0.20 0.45 0.18 4.15 BRCA-GWAS Exclusive vep_2ML_Method_Common 0.54 -0.68 -0.19 -0.18 0.80 vep_2ML_Method_Common Exclusive BRCA-GWAS Exclusive 0.60 0.34 0.38 0.30 4.40 BRCA-GWAS Exclusive vep_2ML_Method_Common Exclusive 0.55 -0.68 -0.14 -0.10 1.02 vep_2ML_Method_Common Exclusive Overlap 0.42 -1.00 -1.00 -1.08 -0.35 BRCA-GWAS Exclusive Overlap 0.52 -0.36 -0.12 -0.20 0.02 Overlap Exclusives 0.60 -0.23 0.36 -0.02 5.15 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) vep_2ML_Method_Common Exclusive BRCA-GWAS 0.01 0.14 0.19 0.32 2.44 BRCA-GWAS Exclusive vep_2ML_Method_Common 0.00 1.72 1.34 1.16 0.46 vep_2ML_Method_Common Exclusive BRCA-GWAS Exclusive 0.01 0.41 0.12 0.43 3.00 BRCA-GWAS Exclusive vep_2ML_Method_Common Exclusive 0.00 1.65 1.42 1.24 0.04 vep_2ML_Method_Common Exclusive Overlap 0.00 -0.40 -0.34 -0.41 -0.29 BRCA-GWAS Exclusive Overlap 0.00 -0.46 -0.25 -0.42 -0.37 Overlap Exclusives 0.01 -0.57 -0.95 -0.41 3.48 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 vep_2ML_Method_Common Exclusive 27 27 BRCA-GWAS Exclusive 172 172 Overlap 1 1