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) EA Exclusive Ref 3.89e-03 1.82e-02 6.35e-06 4.25e-15 Ref Exclusive EA 3.23e-01 7.65e-01 9.09e-01 3.93e-01 EA Exclusive Ref Exclusive 3.24e-03 3.01e-02 3.71e-05 9.14e-15 Ref Exclusive EA Exclusive 2.83e-01 7.91e-01 9.05e-01 3.44e-01 EA Exclusive Overlap 6.11e-01 3.20e-01 2.28e-01 7.14e-01 Ref Exclusive Overlap 4.00e-01 3.06e-01 1.75e-01 4.00e-01 Overlap Exclusives 2.09e-01 2.10e-02 1.18e-06 1.13e-04 Evaluating how well EA genes are linked to Ref 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) EA Exclusive Ref 0.64 -1.03 -2.43 -1.07 5.63 Ref Exclusive EA 0.42 -1.02 -0.97 -1.00 -1.46 EA Exclusive Ref Exclusive 0.65 -1.14 -2.07 -1.04 5.60 Ref Exclusive EA Exclusive 0.41 -1.07 -1.67 -1.41 -1.64 EA Exclusive Overlap 0.56 -0.52 -0.83 -0.87 0.40 Ref Exclusive Overlap 0.74 -0.32 0.60 0.43 0.83 Overlap Exclusives 0.61 -0.41 -2.62 -0.71 4.02 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) EA Exclusive Ref 0.01 -1.08 -2.19 -1.08 2.14 Ref Exclusive EA 0.00 -1.28 -0.99 -1.05 -0.58 EA Exclusive Ref Exclusive 0.01 -1.13 -1.84 -1.05 0.81 Ref Exclusive EA Exclusive 0.00 -1.35 -1.19 -1.19 -0.58 EA Exclusive Overlap 0.00 -0.43 -0.52 -0.45 -0.11 Ref Exclusive Overlap 0.00 -0.41 -0.29 -0.19 -0.14 Overlap Exclusives 0.01 -0.44 -1.76 -0.58 2.67 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 EA Exclusive 30 29 LOC554223 Ref Exclusive 110 107 PRODH;MIR137;SHANK3 Overlap 1 1