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) 47different genes Overlap_121 9.24e-01 8.52e-01 8.97e-01 1.68e-01 Overlap_121 47different genes 5.08e-01 9.02e-01 9.75e-01 9.17e-01 Evaluating how well 47different genes genes are linked to Overlap_121 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) 47different genes Overlap_121 0.54 0.56 0.02 0.25 1.82 Overlap_121 47different genes 0.51 -0.24 -0.01 -0.27 0.12 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) 47different genes Overlap_121 0.01 0.14 -0.32 -0.19 0.31 Overlap_121 47different genes 0.00 0.13 0.59 -0.02 -0.01 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 47different genes 47 45 C13orf46;AL845331.2 Overlap_121 121 116 AC010197.2;CCDC187;MARCOL;SPECC1L-ADORA2A;AC233992.2