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) AllVar2MethodGenes Exclusive Somatic 5.30e-01 2.55e-01 1.27e-02 6.08e-10 Somatic Exclusive AllVar2MethodGenes 2.88e-02 9.54e-01 2.69e-06 3.27e-01 AllVar2MethodGenes Exclusive Somatic Exclusive 5.06e-01 3.59e-01 3.94e-02 1.89e-09 Somatic Exclusive AllVar2MethodGenes Exclusive 3.34e-02 9.73e-01 6.96e-06 3.71e-01 AllVar2MethodGenes Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Somatic Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.22e-02 Overlap Exclusives 5.76e-11 5.52e-10 7.88e-22 4.15e-13 Evaluating how well AllVar2MethodGenes 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) AllVar2MethodGenes Exclusive Somatic 0.82 -0.99 1.10 0.36 7.11 Somatic Exclusive AllVar2MethodGenes 0.55 -0.68 -0.39 0.03 2.04 AllVar2MethodGenes Exclusive Somatic Exclusive 0.81 -1.10 0.85 0.31 6.51 Somatic Exclusive AllVar2MethodGenes Exclusive 0.54 -0.42 -0.67 -0.08 1.59 AllVar2MethodGenes Exclusive Overlap 1.00 1.70 2.71 1.46 2.60 Somatic Exclusive Overlap 0.99 1.10 2.37 1.82 2.68 Overlap Exclusives 0.66 0.82 3.09 1.86 7.69 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) AllVar2MethodGenes Exclusive Somatic 0.01 -1.06 2.70 0.21 11.47 Somatic Exclusive AllVar2MethodGenes 0.01 -0.45 0.68 0.87 1.84 AllVar2MethodGenes Exclusive Somatic Exclusive 0.01 -1.36 0.94 -0.41 7.30 Somatic Exclusive AllVar2MethodGenes Exclusive 0.01 -0.45 -0.28 0.40 1.06 AllVar2MethodGenes Exclusive Overlap 0.03 54.94 135.91 28.26 36.60 Somatic Exclusive Overlap 0.01 0.47 38.56 27.62 14.77 Overlap Exclusives 0.03 18.68 21.59 9.73 22.44 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 AllVar2MethodGenes Exclusive 135 132 ;DKK 3.00;GPR75-ASB3 Somatic Exclusive 38 38 Overlap 2 2