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) data_diff_GTF2A2 ad_gs_25 2.15e-07 7.13e-09 4.48e-09 2.20e-10 ad_gs_25 data_diff_GTF2A2 8.41e-01 3.37e-01 1.97e-01 3.74e-02 Evaluating how well data_diff_GTF2A2 genes are linked to ad_gs_25 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) data_diff_GTF2A2 ad_gs_25 0.88 4.24 6.49 3.44 6.36 ad_gs_25 data_diff_GTF2A2 0.64 1.80 1.36 1.67 2.03 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) data_diff_GTF2A2 ad_gs_25 0.04 48.89 107.73 44.28 81.01 ad_gs_25 data_diff_GTF2A2 0.02 24.43 16.53 19.47 32.31 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 data_diff_GTF2A2 16 16 ad_gs_25 25 25