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) top_50_genes_ad_cand 25_ad_GS 3.21e-01 2.03e-01 4.29e-01 2.90e-03 25_ad_GS top_50_genes_ad_cand 2.97e-01 5.65e-01 1.61e-01 3.64e-01 Evaluating how well top_50_genes_ad_cand genes are linked to 25_ad_GS 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) top_50_genes_ad_cand 25_ad_GS 0.67 0.96 2.19 1.04 2.97 25_ad_GS top_50_genes_ad_cand 0.55 2.33 1.78 1.73 1.24 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) top_50_genes_ad_cand 25_ad_GS 0.00 -0.01 -0.02 1.27 0.99 25_ad_GS top_50_genes_ad_cand 0.00 0.23 0.91 1.41 0.81 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 top_50_genes_ad_cand 50 50 25_ad_GS 25 25