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) AC7Med Exclusive GS2 1.21e-01 2.46e-01 5.88e-02 3.53e-03 GS2 Exclusive AC7Med 8.97e-02 1.01e-01 6.09e-07 3.08e-09 AC7Med Exclusive GS2 Exclusive 4.97e-02 3.70e-01 2.34e-01 1.16e-02 GS2 Exclusive AC7Med Exclusive 1.11e-01 1.00e-01 5.85e-06 7.12e-09 AC7Med Exclusive Overlap 1.15e-02 2.94e-02 1.15e-02 1.65e-02 GS2 Exclusive Overlap 2.80e-02 3.53e-02 2.80e-02 2.21e-02 Overlap Exclusives 5.21e-52 1.14e-51 3.43e-53 1.99e-52 Evaluating how well AC7Med genes are linked to GS2 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) AC7Med Exclusive GS2 0.68 1.37 1.81 1.79 2.89 GS2 Exclusive AC7Med 0.67 0.81 1.82 0.86 5.85 AC7Med Exclusive GS2 Exclusive 0.66 0.73 1.19 1.06 3.04 GS2 Exclusive AC7Med Exclusive 0.66 0.76 1.40 0.53 5.26 AC7Med Exclusive Overlap 0.98 2.49 2.23 2.56 2.43 GS2 Exclusive Overlap 0.95 2.38 2.13 2.41 1.91 Overlap Exclusives 0.93 2.15 15.53 2.87 15.22 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) AC7Med Exclusive GS2 0.04 80.65 93.03 71.47 61.14 GS2 Exclusive AC7Med 0.01 1.34 2.80 1.44 7.10 AC7Med Exclusive GS2 Exclusive 0.00 0.00 0.87 1.10 2.07 GS2 Exclusive AC7Med Exclusive 0.01 0.86 2.22 0.46 4.95 AC7Med Exclusive Overlap 0.50 473.44 1374.39 2775.60 1019.70 GS2 Exclusive Overlap 0.00 10.25 3.14 10.38 12.43 Overlap Exclusives 0.27 38.07 331.08 57.95 231.75 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 AC7Med Exclusive 91 89 HLA-DRB4;HLA-DRB3 GS2 Exclusive 27 25 LOC100131289;WNT3  Overlap 2 2