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) AC4Med Exclusive GS3 2.28e-05 6.96e-03 6.88e-04 2.39e-01 GS3 Exclusive AC4Med 1.43e-04 6.06e-02 7.54e-02 5.32e-04 AC4Med Exclusive GS3 Exclusive 4.74e-06 3.48e-03 1.18e-03 3.06e-01 GS3 Exclusive AC4Med Exclusive 6.41e-04 2.46e-02 1.07e-01 1.01e-03 AC4Med Exclusive Overlap 5.74e-02 6.52e-02 4.23e-02 1.10e-01 GS3 Exclusive Overlap 9.01e-01 9.27e-01 8.04e-01 9.10e-01 Overlap Exclusives 2.67e-06 3.45e-07 9.02e-03 1.43e-19 Evaluating how well AC4Med genes are linked to GS3 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) AC4Med Exclusive GS3 0.52 -2.97 -2.56 -2.07 0.75 GS3 Exclusive AC4Med 0.59 -2.07 -2.05 -0.73 3.98 AC4Med Exclusive GS3 Exclusive 0.52 -4.23 -2.76 -2.82 0.51 GS3 Exclusive AC4Med Exclusive 0.59 -1.84 -2.58 -1.02 3.93 AC4Med Exclusive Overlap 0.84 3.22 2.57 1.96 1.91 GS3 Exclusive Overlap 0.54 0.44 0.25 0.23 0.27 Overlap Exclusives 0.70 3.00 6.78 2.38 11.09 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) AC4Med Exclusive GS3 0.00 -1.55 -1.22 -0.94 0.10 GS3 Exclusive AC4Med 0.01 -1.70 -1.06 -0.49 3.44 AC4Med Exclusive GS3 Exclusive 0.00 -1.99 -1.47 -1.35 0.61 GS3 Exclusive AC4Med Exclusive 0.01 -1.35 -1.25 -0.70 3.71 AC4Med Exclusive Overlap 0.00 14.32 2.16 2.95 4.33 GS3 Exclusive Overlap 0.00 -0.03 -0.20 -0.18 -0.19 Overlap Exclusives 0.03 4.10 11.44 2.68 16.58 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 AC4Med Exclusive 182 177 UGT2A1;MC159L;CRMA;ORF71;SPI-2 GS3 Exclusive 77 76 CASC16 Overlap 2 2