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) 31different genes Overlap_121 2.54e-01 1.66e-01 6.20e-01 1.18e-02 Overlap_121 31different genes 6.26e-01 5.35e-01 3.25e-01 4.83e-01 Evaluating how well 31different 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) 31different genes Overlap_121 0.57 1.47 1.37 1.48 2.60 Overlap_121 31different genes 0.54 1.16 1.55 1.46 0.82 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) 31different genes Overlap_121 0.01 1.64 1.39 0.67 1.96 Overlap_121 31different genes 0.00 0.05 -0.12 0.36 0.13 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 31different genes 31 30 CLEC20A Overlap_121 121 116 SPECC1L-ADORA2A;AC010197.2;MARCOL;CCDC187;AC233992.2