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) magma Exclusive clinvar 3.28e-02 1.63e-03 7.48e-02 4.86e-04 clinvar Exclusive magma 1.62e-01 8.34e-01 6.75e-07 9.27e-01 magma Exclusive clinvar Exclusive 8.36e-02 4.22e-03 1.01e-01 1.96e-03 clinvar Exclusive magma Exclusive 1.50e-01 8.64e-01 1.23e-05 9.74e-01 magma Exclusive Overlap 9.92e-02 9.92e-02 1.18e-01 1.12e-01 clinvar Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 1.05e-01 Overlap Exclusives 8.99e-05 3.36e-02 8.24e-45 1.86e-02 Evaluating how well magma genes are linked to clinvar 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) magma Exclusive clinvar 0.70 1.13 1.51 0.93 2.76 clinvar Exclusive magma 0.51 2.15 0.11 0.48 0.56 magma Exclusive clinvar Exclusive 0.69 0.98 1.56 0.86 3.02 clinvar Exclusive magma Exclusive 0.51 1.41 -0.04 0.45 0.43 magma Exclusive Overlap 0.99 1.44 2.11 1.12 1.68 clinvar Exclusive Overlap 1.00 1.78 1.86 1.92 1.61 Overlap Exclusives 0.55 3.61 2.30 2.04 2.60 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) magma Exclusive clinvar 0.00 2.97 7.07 1.71 4.48 clinvar Exclusive magma 0.01 1.95 1.77 1.03 1.21 magma Exclusive clinvar Exclusive 0.00 1.48 6.29 1.30 2.67 clinvar Exclusive magma Exclusive 0.01 0.65 0.60 0.73 0.46 magma Exclusive Overlap 0.00 5.88 9.64 2.38 1.23 clinvar Exclusive Overlap 0.01 46.45 77.55 48.96 4.92 Overlap Exclusives 0.02 12.97 8.49 4.33 6.79 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 magma Exclusive 233 219 ADGRL1;PRR27;C17orf107;ADA2;SAXO2;MICA;C2CD5;IGH;PSORS1C1;RARS1;CFAP74;CCDC168;SGF29;DRC3 clinvar Exclusive 20 19 MTND1 Overlap 1 1