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) BRCA-GWAS MI-Pathogenic 5.11e-01 9.90e-01 1.66e-04 3.77e-05 MI-Pathogenic BRCA-GWAS 4.75e-02 4.40e-02 1.84e-06 1.90e-06 Evaluating how well BRCA-GWAS genes are linked to MI-Pathogenic 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) BRCA-GWAS MI-Pathogenic 0.72 -0.68 0.12 0.70 4.82 MI-Pathogenic BRCA-GWAS 0.62 -0.32 1.32 1.27 5.94 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) BRCA-GWAS MI-Pathogenic 0.01 -0.49 0.25 0.98 7.58 MI-Pathogenic BRCA-GWAS 0.01 -1.09 0.56 1.50 3.39 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 BRCA-GWAS 173 172 MI-Pathogenic 39 39