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) Combined_5e8 Exclusive GS_11 6.31e-01 7.07e-02 3.46e-05 3.23e-05 GS_11 Exclusive Combined_5e8 8.73e-03 7.26e-02 2.84e-11 5.41e-11 Combined_5e8 Exclusive GS_11 Exclusive 5.51e-01 2.75e-01 9.90e-04 5.40e-04 GS_11 Exclusive Combined_5e8 Exclusive 3.79e-02 1.25e-01 2.62e-10 2.41e-10 Combined_5e8 Exclusive Overlap 5.84e-02 2.89e-01 2.09e-02 8.78e-02 GS_11 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 5.63e-01 4.82e-01 7.40e-09 1.06e-09 Evaluating how well Combined_5e8 genes are linked to GS_11 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) Combined_5e8 Exclusive GS_11 0.84 0.12 2.00 2.00 4.02 GS_11 Exclusive Combined_5e8 0.66 1.86 2.60 1.81 8.08 Combined_5e8 Exclusive GS_11 Exclusive 0.88 0.92 2.25 2.09 4.03 GS_11 Exclusive Combined_5e8 Exclusive 0.66 1.31 2.11 1.46 7.06 Combined_5e8 Exclusive Overlap 0.72 -1.23 0.60 0.61 1.21 GS_11 Exclusive Overlap 1.00 3.82 2.67 2.98 2.91 Overlap Exclusives 0.66 1.02 1.54 0.80 6.38 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) Combined_5e8 Exclusive GS_11 0.00 -0.28 2.01 3.57 2.14 GS_11 Exclusive Combined_5e8 0.02 4.76 5.79 7.41 11.69 Combined_5e8 Exclusive GS_11 Exclusive 0.00 0.03 2.32 3.66 10.38 GS_11 Exclusive Combined_5e8 Exclusive 0.02 1.71 1.35 2.81 8.48 Combined_5e8 Exclusive Overlap 0.00 -0.65 -0.00 -0.13 -0.11 GS_11 Exclusive Overlap 0.24 2022.76 292.03 663.26 403.07 Overlap Exclusives 0.02 3.27 3.65 2.19 5.48 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 Combined_5e8 Exclusive 181 181 GS_11 Exclusive 8 8 Overlap 3 3