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 Familial GS 7.28e-04 5.44e-03 1.38e-02 1.72e-18 Familial GS Exclusive STRING 4.31e-14 3.74e-02 9.70e-33 4.21e-02 STRING Exclusive Familial GS Exclusive 3.73e-03 1.56e-02 2.89e-02 4.58e-16 Familial GS Exclusive STRING Exclusive 2.80e-14 4.49e-02 6.81e-31 4.46e-02 STRING Exclusive Overlap 1.79e-01 1.11e-01 3.95e-01 2.78e-03 Familial GS Exclusive Overlap 1.69e-04 1.69e-04 1.69e-04 1.86e-04 Overlap Exclusives 1.12e-07 5.94e-02 1.08e-18 1.62e-02 Evaluating how well STRING genes are linked to Familial 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 Familial GS 0.93 2.35 4.47 1.59 8.38 Familial GS Exclusive STRING 0.53 -1.93 1.77 1.00 2.20 STRING Exclusive Familial GS Exclusive 0.94 2.74 4.83 2.02 7.73 Familial GS Exclusive STRING Exclusive 0.52 -2.10 1.56 0.90 1.49 STRING Exclusive Overlap 0.90 1.57 2.06 1.14 2.74 Familial GS Exclusive Overlap 1.00 1.82 3.67 2.27 3.44 Overlap Exclusives 0.52 -0.26 0.05 0.15 2.14 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 Familial GS 0.02 -0.88 -1.08 -0.85 3.94 Familial GS Exclusive STRING 0.03 7.94 14.44 7.30 11.33 STRING Exclusive Familial GS Exclusive 0.01 -0.95 -1.29 -0.65 28.06 Familial GS Exclusive STRING Exclusive 0.02 1.12 4.54 1.96 3.03 STRING Exclusive Overlap 0.00 -0.19 -0.27 -0.27 2.28 Familial GS Exclusive Overlap 0.39 77.43 1671.43 369.00 252.86 Overlap Exclusives 0.03 2.79 6.95 3.44 7.90 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 392 391 PAK6 Familial GS Exclusive 27 27 Overlap 4 4