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 Exclusive All-Familial 6.52e-04 5.89e-08 5.46e-13 4.28e-20 All-Familial Exclusive MI-Pathogenic 8.29e-01 4.29e-02 2.10e-08 1.76e-08 MI-Pathogenic Exclusive All-Familial Exclusive 5.15e-04 1.12e-07 2.76e-13 5.64e-20 All-Familial Exclusive MI-Pathogenic Exclusive 9.81e-01 4.28e-02 2.55e-07 1.13e-08 MI-Pathogenic Exclusive Overlap 2.28e-01 3.20e-01 1.49e-01 2.17e-01 All-Familial Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Overlap Exclusives 5.10e-10 2.33e-08 1.33e-14 1.44e-15 Evaluating how well MI-Pathogenic genes are linked to All-Familial 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 Exclusive All-Familial 0.81 2.12 4.71 2.31 8.71 All-Familial Exclusive MI-Pathogenic 0.79 1.36 3.46 2.45 5.68 MI-Pathogenic Exclusive All-Familial Exclusive 0.81 2.17 4.76 2.61 7.73 All-Familial Exclusive MI-Pathogenic Exclusive 0.78 1.30 2.94 2.03 5.71 MI-Pathogenic Exclusive Overlap 0.87 1.11 1.52 1.22 1.27 All-Familial Exclusive Overlap 1.00 1.35 2.46 1.60 1.77 Overlap Exclusives 0.80 1.39 4.95 1.94 9.78 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 Exclusive All-Familial 0.01 -0.14 2.61 2.45 12.16 All-Familial Exclusive MI-Pathogenic 0.01 2.07 4.54 6.26 7.67 MI-Pathogenic Exclusive All-Familial Exclusive 0.01 -0.11 2.81 2.30 9.28 All-Familial Exclusive MI-Pathogenic Exclusive 0.01 0.90 3.40 1.17 5.43 MI-Pathogenic Exclusive Overlap 0.00 0.04 0.79 0.10 -0.03 All-Familial Exclusive Overlap 0.03 45.84 463.67 145.32 34.87 Overlap Exclusives 0.04 13.52 33.78 6.55 54.31 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 Exclusive 38 38 All-Familial Exclusive 59 59 Overlap 1 1