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) Common2MethodGenes-q0-01 Exclusive Somatic 9.73e-03 7.80e-01 8.07e-02 3.80e-09 Somatic Exclusive Common2MethodGenes-q0-01 8.08e-02 6.78e-01 5.57e-04 7.91e-02 Common2MethodGenes-q0-01 Exclusive Somatic Exclusive 2.55e-03 6.84e-01 7.78e-02 1.70e-08 Somatic Exclusive Common2MethodGenes-q0-01 Exclusive 4.80e-02 6.61e-01 2.39e-03 1.21e-01 Common2MethodGenes-q0-01 Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.22e-02 Somatic Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.22e-02 Overlap Exclusives 1.09e-15 6.51e-12 3.93e-21 2.68e-18 Evaluating how well Common2MethodGenes-q0-01 genes are linked to Somatic 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) Common2MethodGenes-q0-01 Exclusive Somatic 0.79 -0.94 0.82 0.80 6.07 Somatic Exclusive Common2MethodGenes-q0-01 0.60 -0.70 -0.95 0.06 2.32 Common2MethodGenes-q0-01 Exclusive Somatic Exclusive 0.78 -1.34 0.62 0.74 5.37 Somatic Exclusive Common2MethodGenes-q0-01 Exclusive 0.59 -0.92 -0.95 -0.17 2.25 Common2MethodGenes-q0-01 Exclusive Overlap 1.00 1.61 2.07 1.75 2.34 Somatic Exclusive Overlap 0.99 1.13 2.43 1.88 2.38 Overlap Exclusives 0.77 1.37 4.46 1.94 7.79 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) Common2MethodGenes-q0-01 Exclusive Somatic 0.01 -0.94 1.66 0.92 7.00 Somatic Exclusive Common2MethodGenes-q0-01 0.00 -0.40 0.48 1.38 3.34 Common2MethodGenes-q0-01 Exclusive Somatic Exclusive 0.00 -1.09 0.12 0.18 4.48 Somatic Exclusive Common2MethodGenes-q0-01 Exclusive 0.00 -0.44 -0.80 0.33 0.13 Common2MethodGenes-q0-01 Exclusive Overlap 0.02 20.45 85.29 44.94 23.48 Somatic Exclusive Overlap 0.01 0.44 39.82 11.41 26.64 Overlap Exclusives 0.03 23.86 31.22 8.40 44.61 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 Common2MethodGenes-q0-01 Exclusive 51 50 Somatic Exclusive 38 38 Overlap 2 2