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) no miss Exclusive EA 4.31e-01 6.28e-01 1.91e-01 3.47e-01 EA Exclusive no miss 9.90e-01 9.94e-01 9.99e-01 4.26e-01 no miss Exclusive EA Exclusive 4.11e-01 7.17e-01 1.45e-01 4.29e-01 EA Exclusive no miss Exclusive 9.69e-01 9.66e-01 9.99e-01 4.84e-01 no miss Exclusive Overlap 8.21e-01 7.00e-01 6.79e-01 5.15e-01 EA Exclusive Overlap 5.01e-01 4.31e-01 5.35e-01 7.90e-01 Overlap Exclusives 9.84e-01 9.70e-01 6.06e-05 5.87e-01 Evaluating how well no miss genes are linked to EA 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) no miss Exclusive EA 0.51 0.55 0.66 0.49 0.53 EA Exclusive no miss 0.54 0.44 0.42 0.53 1.74 no miss Exclusive EA Exclusive 0.51 0.40 0.43 0.64 0.40 EA Exclusive no miss Exclusive 0.54 0.60 0.78 0.58 1.46 no miss Exclusive Overlap 0.60 0.42 0.66 0.28 1.00 EA Exclusive Overlap 0.47 -1.03 -1.16 -0.90 -0.11 Overlap Exclusives 0.52 -0.20 0.12 0.22 1.01 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) no miss Exclusive EA 0.01 0.33 0.28 0.54 0.07 EA Exclusive no miss 0.01 0.79 1.75 1.02 1.14 no miss Exclusive EA Exclusive 0.01 0.38 0.07 0.57 -0.11 EA Exclusive no miss Exclusive 0.01 0.26 1.52 1.33 1.80 no miss Exclusive Overlap 0.00 -0.27 0.03 -0.48 0.01 EA Exclusive Overlap 0.00 -0.35 -0.62 -0.41 -0.06 Overlap Exclusives 0.01 -0.44 -0.18 -0.18 -0.02 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 no miss Exclusive 117 117 EA Exclusive 137 136 CHURC1-FNTB Overlap 6 6