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) 237 Exclusive GS1 9.39e-01 3.70e-01 6.11e-01 6.26e-03 GS1 Exclusive 237 4.17e-01 8.13e-01 1.53e-01 8.59e-01 237 Exclusive GS1 Exclusive 8.46e-01 4.37e-01 7.46e-01 3.91e-03 GS1 Exclusive 237 Exclusive 4.77e-01 9.10e-01 1.20e-01 8.69e-01 237 Exclusive Overlap 1.41e-01 2.40e-01 4.72e-01 1.66e-01 GS1 Exclusive Overlap 6.11e-01 1.12e-01 6.11e-01 1.33e-01 Overlap Exclusives 2.32e-10 4.72e-01 7.57e-46 9.85e-01 Evaluating how well 237 genes are linked to GS1 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) 237 Exclusive GS1 0.60 -0.13 0.62 -0.00 2.77 GS1 Exclusive 237 0.51 0.23 0.14 0.15 0.44 237 Exclusive GS1 Exclusive 0.61 -0.01 0.57 -0.11 2.63 GS1 Exclusive 237 Exclusive 0.51 0.44 0.06 0.28 0.45 237 Exclusive Overlap 0.07 -0.53 -0.94 -0.67 -1.39 GS1 Exclusive Overlap 0.07 -0.32 -0.86 -0.81 -1.57 Overlap Exclusives 0.50 -1.24 -1.31 -1.06 -0.13 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) 237 Exclusive GS1 0.00 -0.16 0.62 -0.03 1.85 GS1 Exclusive 237 0.01 -0.32 -0.37 -0.37 -0.10 237 Exclusive GS1 Exclusive 0.00 -0.10 0.67 -0.13 0.26 GS1 Exclusive 237 Exclusive 0.01 -0.26 -0.45 -0.27 -0.06 237 Exclusive Overlap 0.00 -0.32 -0.48 -0.15 -0.30 GS1 Exclusive Overlap 0.00 -0.29 -0.42 -0.13 -0.66 Overlap Exclusives 0.02 -0.98 -0.70 -0.98 -0.38 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 237 Exclusive 236 235 CORO7-PAM16 GS1 Exclusive 63 62 PAK6 Overlap 1 1