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) MI-Pathogenic BRCA-GWAS 3.69e-02 2.92e-02 3.54e-07 1.42e-06 BRCA-GWAS MI-Pathogenic 4.65e-01 9.83e-01 4.58e-04 8.07e-05 Evaluating how well MI-Pathogenic 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) MI-Pathogenic BRCA-GWAS 0.62 -0.25 1.55 1.39 5.58 BRCA-GWAS MI-Pathogenic 0.72 -0.98 0.01 0.48 3.80 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) MI-Pathogenic BRCA-GWAS 0.01 -1.12 0.72 1.53 3.95 BRCA-GWAS MI-Pathogenic 0.01 -0.61 0.34 0.74 3.66 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 MI-Pathogenic 39 39 BRCA-GWAS 173 172