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) ADC samples_36 Exclusive tier1_31 5.85e-07 9.12e-09 2.06e-07 1.72e-09 tier1_31 Exclusive ADC samples_36 3.33e-01 4.93e-01 1.54e-01 2.68e-01 ADC samples_36 Exclusive tier1_31 Exclusive 4.46e-07 8.59e-08 5.60e-08 6.42e-09 tier1_31 Exclusive ADC samples_36 Exclusive 6.12e-01 9.45e-01 6.47e-01 6.68e-01 ADC samples_36 Exclusive Overlap 1.50e-01 2.49e-02 1.45e-01 5.47e-02 tier1_31 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 5.10e-07 5.74e-07 3.88e-14 8.23e-09 Evaluating how well ADC samples_36 genes are linked to tier1_31 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) ADC samples_36 Exclusive tier1_31 0.79 3.21 6.27 2.52 6.04 tier1_31 Exclusive ADC samples_36 0.59 0.89 0.82 1.05 1.85 ADC samples_36 Exclusive tier1_31 Exclusive 0.79 3.68 5.28 3.82 5.73 tier1_31 Exclusive ADC samples_36 Exclusive 0.55 0.24 0.30 0.32 1.00 ADC samples_36 Exclusive Overlap 0.80 1.55 1.39 1.14 1.63 tier1_31 Exclusive Overlap 1.00 3.31 2.59 2.65 2.63 Overlap Exclusives 0.73 4.53 5.17 3.53 5.68 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) ADC samples_36 Exclusive tier1_31 0.00 2.11 5.92 0.67 2.26 tier1_31 Exclusive ADC samples_36 0.01 17.82 15.81 15.68 14.01 ADC samples_36 Exclusive tier1_31 Exclusive 0.00 4.08 3.96 4.16 2.62 tier1_31 Exclusive ADC samples_36 Exclusive 0.00 2.56 2.35 3.27 1.02 ADC samples_36 Exclusive Overlap 0.00 0.30 0.20 0.18 0.28 tier1_31 Exclusive Overlap 0.04 192.41 115.89 119.02 54.39 Overlap Exclusives 0.04 73.83 79.90 44.65 22.48 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 ADC samples_36 Exclusive 33 33 tier1_31 Exclusive 28 27 MS4A Overlap 3 3