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) Tier1-Fuchs Exclusive MalaCard 7.99e-09 8.75e-10 1.39e-08 6.07e-15 MalaCard Exclusive Tier1-Fuchs 1.54e-06 5.61e-06 1.89e-07 1.74e-06 Tier1-Fuchs Exclusive MalaCard Exclusive 1.43e-06 7.02e-07 2.93e-06 1.16e-11 MalaCard Exclusive Tier1-Fuchs Exclusive 3.92e-03 4.47e-03 4.13e-03 1.21e-02 Tier1-Fuchs Exclusive Overlap 1.70e-05 1.63e-05 7.91e-06 1.07e-05 MalaCard Exclusive Overlap 2.62e-06 2.62e-06 2.62e-06 2.62e-06 Overlap Exclusives 1.52e-19 1.79e-19 8.10e-21 1.88e-20 Evaluating how well Tier1-Fuchs genes are linked to MalaCard 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) Tier1-Fuchs Exclusive MalaCard 0.90 3.58 8.26 3.43 8.24 MalaCard Exclusive Tier1-Fuchs 0.87 4.64 4.25 3.63 4.92 Tier1-Fuchs Exclusive MalaCard Exclusive 0.88 3.19 5.58 2.79 6.94 MalaCard Exclusive Tier1-Fuchs Exclusive 0.78 3.61 3.69 2.76 2.55 Tier1-Fuchs Exclusive Overlap 0.98 3.25 4.04 3.02 4.31 MalaCard Exclusive Overlap 1.00 2.79 3.69 3.48 4.14 Overlap Exclusives 0.94 4.35 9.59 4.68 9.89 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) Tier1-Fuchs Exclusive MalaCard 0.02 24.58 31.01 21.87 11.05 MalaCard Exclusive Tier1-Fuchs 0.25 222.18 648.45 377.60 189.56 Tier1-Fuchs Exclusive MalaCard Exclusive 0.01 14.61 20.36 9.15 13.67 MalaCard Exclusive Tier1-Fuchs Exclusive 0.00 0.96 21.21 6.08 6.09 Tier1-Fuchs Exclusive Overlap 0.01 30.89 26.74 13.51 17.20 MalaCard Exclusive Overlap 0.55 370.57 916.72 1067.42 1737.35 Overlap Exclusives 0.11 71.54 253.10 131.48 216.11 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 Tier1-Fuchs Exclusive 8 8 MalaCard Exclusive 26 26 Overlap 6 6