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 9.90e-04 6.47e-03 1.37e-01 1.66e-07 Ref Exclusive EA 3.63e-03 1.23e-01 5.45e-02 5.26e-01 EA Exclusive Ref Exclusive 8.17e-04 1.48e-02 1.16e-01 4.62e-07 Ref Exclusive EA Exclusive 3.28e-03 1.50e-01 5.68e-02 3.33e-01 EA Exclusive Overlap 6.06e-01 6.33e-01 7.27e-01 4.89e-01 Ref Exclusive Overlap 7.27e-01 8.39e-01 6.80e-02 1.10e-01 Overlap Exclusives 8.76e-03 7.27e-01 3.53e-11 9.79e-07 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 0.65 -1.59 -3.42 -0.93 5.55 Ref Exclusive EA 0.50 -2.48 -1.27 -1.07 0.03 EA Exclusive Ref Exclusive 0.65 -1.46 -3.54 -0.91 5.60 Ref Exclusive EA Exclusive 0.49 -2.31 -1.23 -0.94 -0.30 EA Exclusive Overlap 0.67 -0.93 -1.43 -0.60 0.86 Ref Exclusive Overlap 0.80 0.60 0.65 0.62 1.45 Overlap Exclusives 0.60 -1.26 -0.60 -0.57 5.02 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 -1.53 -2.71 -1.22 1.80 Ref Exclusive EA 0.00 -2.48 -1.47 -0.91 -0.62 EA Exclusive Ref Exclusive 0.01 -1.50 -3.00 -1.12 1.73 Ref Exclusive EA Exclusive 0.00 -2.00 -0.62 -1.15 -0.79 EA Exclusive Overlap 0.00 -0.68 -1.32 -0.53 -0.18 Ref Exclusive Overlap 0.00 0.18 -0.11 -0.18 0.42 Overlap Exclusives 0.01 -0.89 -0.34 -0.70 2.89 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 100 99 LOC554223 Ref Exclusive 109 106 PRODH;MIR137;SHANK3 Overlap 2 2