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) Rare2MethodGenes Exclusive MI-Pathogenic 1.04e-02 1.54e-04 3.23e-07 1.55e-10 MI-Pathogenic Exclusive Rare2MethodGenes 3.67e-04 3.98e-04 4.04e-09 6.07e-07 Rare2MethodGenes Exclusive MI-Pathogenic Exclusive 7.93e-03 1.04e-04 1.16e-06 1.23e-08 MI-Pathogenic Exclusive Rare2MethodGenes Exclusive 6.37e-04 1.27e-03 8.43e-08 2.43e-06 Rare2MethodGenes Exclusive Overlap 2.33e-01 1.78e-01 2.48e-02 5.28e-03 MI-Pathogenic Exclusive Overlap 3.70e-03 4.63e-03 1.53e-03 4.23e-03 Overlap Exclusives 2.92e-04 5.68e-05 1.15e-32 2.54e-08 Evaluating how well Rare2MethodGenes 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) Rare2MethodGenes Exclusive MI-Pathogenic 0.80 1.80 4.11 2.13 6.47 MI-Pathogenic Exclusive Rare2MethodGenes 0.65 4.28 4.49 3.63 5.66 Rare2MethodGenes Exclusive MI-Pathogenic Exclusive 0.79 2.02 4.61 2.52 6.15 MI-Pathogenic Exclusive Rare2MethodGenes Exclusive 0.64 4.31 4.38 3.32 6.12 Rare2MethodGenes Exclusive Overlap 0.92 0.65 0.91 1.01 2.42 MI-Pathogenic Exclusive Overlap 0.98 1.81 2.76 2.44 2.80 Overlap Exclusives 0.65 2.59 4.34 1.84 7.70 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) Rare2MethodGenes Exclusive MI-Pathogenic 0.01 2.56 6.24 3.61 6.42 MI-Pathogenic Exclusive Rare2MethodGenes 0.01 4.30 5.98 4.76 8.96 Rare2MethodGenes Exclusive MI-Pathogenic Exclusive 0.01 2.98 7.32 4.89 6.87 MI-Pathogenic Exclusive Rare2MethodGenes Exclusive 0.01 3.08 4.24 4.07 4.35 Rare2MethodGenes Exclusive Overlap 0.00 -0.26 1.47 -0.05 0.05 MI-Pathogenic Exclusive Overlap 0.04 22.23 109.84 126.02 32.46 Overlap Exclusives 0.02 8.90 10.80 4.52 16.30 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 Rare2MethodGenes Exclusive 154 151 ;C4B_2;SSPO MI-Pathogenic Exclusive 36 36 Overlap 3 3