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 Exclusive GS 3.81e-01 7.03e-01 8.52e-01 1.70e-03 GS Exclusive gene_list 3.45e-01 8.04e-01 1.17e-03 8.55e-01 gene_list Exclusive GS Exclusive 6.95e-01 8.21e-01 8.16e-01 2.52e-03 GS Exclusive gene_list Exclusive 3.69e-01 8.39e-01 4.29e-03 8.18e-01 gene_list Exclusive Overlap 2.52e-01 1.66e-01 1.66e-01 2.17e-01 GS Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Overlap Exclusives 4.69e-02 5.12e-02 1.26e-02 2.53e-02 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 Exclusive GS 0.75 1.18 1.00 0.59 2.97 GS Exclusive gene_list 0.52 0.65 0.49 0.22 0.42 gene_list Exclusive GS Exclusive 0.74 0.50 0.56 0.34 2.51 GS Exclusive gene_list Exclusive 0.50 0.40 0.02 -0.28 0.11 gene_list Exclusive Overlap 0.90 1.46 1.57 1.66 1.25 GS Exclusive Overlap 1.00 2.47 2.04 2.04 1.82 Overlap Exclusives 0.59 1.18 2.04 1.13 2.57 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 Exclusive GS 0.00 0.42 0.40 0.17 -0.04 GS Exclusive gene_list 0.00 1.34 3.60 1.47 1.56 gene_list Exclusive GS Exclusive 0.00 -0.05 0.18 -0.06 0.55 GS Exclusive gene_list Exclusive 0.00 0.18 0.11 -0.19 -0.14 gene_list Exclusive Overlap 0.00 0.13 0.63 0.13 -0.08 GS Exclusive Overlap 0.04 164.61 150.55 67.19 55.25 Overlap Exclusives 0.01 4.71 11.82 6.11 7.51 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 Exclusive 49 46 KRTAP7-1;UTS2B;PRAG1 GS Exclusive 11 11 Overlap 1 1