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) STRING Exclusive Somatic GS 4.78e-02 8.43e-01 7.26e-02 2.18e-09 Somatic GS Exclusive STRING 1.32e-06 2.99e-02 1.55e-20 1.93e-02 STRING Exclusive Somatic GS Exclusive 7.21e-02 5.52e-01 8.89e-02 6.37e-09 Somatic GS Exclusive STRING Exclusive 3.21e-07 2.08e-02 3.43e-20 2.89e-02 STRING Exclusive Overlap 2.93e-01 9.78e-01 4.52e-01 2.00e-02 Somatic GS Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.22e-02 Overlap Exclusives 8.46e-04 9.31e-02 1.59e-73 2.14e-03 Evaluating how well STRING genes are linked to Somatic GS 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) STRING Exclusive Somatic GS 0.81 -1.17 -0.42 -1.60 7.29 Somatic GS Exclusive STRING 0.53 -0.09 2.16 1.41 2.26 STRING Exclusive Somatic GS Exclusive 0.80 -1.22 -0.36 -1.47 6.36 Somatic GS Exclusive STRING Exclusive 0.53 -0.26 1.95 1.44 1.99 STRING Exclusive Overlap 0.97 0.96 0.68 0.85 2.16 Somatic GS Exclusive Overlap 0.99 1.18 2.45 1.80 2.46 Overlap Exclusives 0.55 -0.07 1.28 0.92 2.94 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) STRING Exclusive Somatic GS 0.02 -1.25 -0.30 -0.84 5.84 Somatic GS Exclusive STRING 0.02 0.63 2.35 1.11 1.44 STRING Exclusive Somatic GS Exclusive 0.02 -1.21 0.31 -0.57 28.69 Somatic GS Exclusive STRING Exclusive 0.02 0.42 1.78 0.93 0.84 STRING Exclusive Overlap 0.00 -0.02 -0.35 -0.21 0.77 Somatic GS Exclusive Overlap 0.01 0.09 38.55 24.97 8.79 Overlap Exclusives 0.03 0.35 3.32 1.44 4.53 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 STRING Exclusive 394 393 PAK6 Somatic GS Exclusive 38 38 Overlap 2 2