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 4.42e-01 2.33e-01 1.23e-02 1.04e-12 Ref Exclusive EA 1.69e-03 7.02e-01 1.87e-03 8.73e-02 EA Exclusive Ref Exclusive 5.18e-01 1.70e-01 6.25e-03 1.77e-12 Ref Exclusive EA Exclusive 1.34e-03 7.52e-01 2.44e-03 1.13e-01 EA Exclusive Overlap 5.53e-01 5.40e-01 6.47e-01 6.06e-01 Ref Exclusive Overlap 5.40e-01 6.87e-01 5.40e-01 1.10e-01 Overlap Exclusives 6.93e-01 7.65e-01 6.78e-67 1.08e-13 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 0.73 0.00 0.65 0.54 7.76 Ref Exclusive EA 0.54 -1.59 -0.35 -0.01 1.62 EA Exclusive Ref Exclusive 0.73 0.06 0.83 0.63 8.08 Ref Exclusive EA Exclusive 0.54 -1.58 -0.39 -0.19 1.36 EA Exclusive Overlap 0.71 -2.48 -1.82 -1.67 0.95 Ref Exclusive Overlap 0.86 -0.44 0.64 0.35 1.91 Overlap Exclusives 0.64 0.00 -0.34 0.19 7.58 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 -1.20 0.01 -0.45 2.77 Ref Exclusive EA 0.01 -1.04 -0.15 -0.02 1.53 EA Exclusive Ref Exclusive 0.01 -1.22 0.17 -0.32 4.59 Ref Exclusive EA Exclusive 0.01 -0.95 -0.30 -0.18 0.71 EA Exclusive Overlap 0.00 -0.45 -0.99 -0.77 0.09 Ref Exclusive Overlap 0.00 -0.55 0.29 -0.16 0.40 Overlap Exclusives 0.02 0.09 -0.35 -0.32 5.71 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 132 131 LOC554223 Ref Exclusive 109 106 MIR137;PRODH;SHANK3 Overlap 2 2