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) gene_list GS 2.97e-06 1.57e-04 5.75e-03 6.63e-04 GS gene_list 3.74e-02 1.47e-01 7.77e-01 5.97e-01 Evaluating how well gene_list genes are linked to 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) gene_list GS 0.59 -2.65 -4.07 -2.08 2.06 GS gene_list 0.49 -0.78 -1.49 -0.59 -0.19 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) gene_list GS 0.00 -1.54 -3.07 -1.43 -0.02 GS gene_list 0.00 -1.21 -1.28 -0.85 -0.76 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 gene_list 30 30 GS 55 55