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 Exclusive Somatic 2.72e-02 6.37e-01 1.23e-01 3.48e-10 Somatic Exclusive Common2MethodGenes 1.65e-02 3.06e-01 1.74e-04 2.77e-01 Common2MethodGenes Exclusive Somatic Exclusive 2.94e-02 5.21e-01 2.17e-01 4.84e-10 Somatic Exclusive Common2MethodGenes Exclusive 1.07e-02 3.27e-01 2.98e-04 3.52e-01 Common2MethodGenes 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 2.76e-14 7.95e-12 1.51e-20 1.53e-15 Evaluating how well Common2MethodGenes 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 Exclusive Somatic 0.79 -1.06 0.23 0.35 6.47 Somatic Exclusive Common2MethodGenes 0.55 -1.14 -1.24 -0.61 1.94 Common2MethodGenes Exclusive Somatic Exclusive 0.78 -1.34 0.03 0.11 6.58 Somatic Exclusive Common2MethodGenes Exclusive 0.54 -1.30 -1.48 -0.58 1.55 Common2MethodGenes Exclusive Overlap 1.00 1.70 2.55 1.68 2.35 Somatic Exclusive Overlap 0.99 1.20 2.56 1.53 2.35 Overlap Exclusives 0.70 1.39 3.21 1.73 8.38 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) Common2MethodGenes Exclusive Somatic 0.01 -0.82 1.60 0.32 9.27 Somatic Exclusive Common2MethodGenes 0.01 -0.53 0.01 0.53 2.52 Common2MethodGenes Exclusive Somatic Exclusive 0.01 -1.21 -0.23 -0.36 1.06 Somatic Exclusive Common2MethodGenes Exclusive 0.00 -0.63 -0.83 -0.10 1.11 Common2MethodGenes Exclusive Overlap 0.02 29.02 130.64 32.79 8.75 Somatic Exclusive Overlap 0.01 1.54 40.13 14.17 8.01 Overlap Exclusives 0.03 39.90 34.47 11.36 46.27 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 Exclusive 81 80 Somatic Exclusive 38 38 Overlap 2 2