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) AC2Med Exclusive GS3 1.20e-02 4.71e-01 1.14e-03 3.23e-02 GS3 Exclusive AC2Med 7.43e-03 3.38e-02 4.09e-03 3.73e-05 AC2Med Exclusive GS3 Exclusive 4.21e-03 3.40e-01 3.63e-03 8.77e-02 GS3 Exclusive AC2Med Exclusive 1.89e-02 3.07e-02 2.43e-03 4.00e-05 AC2Med Exclusive Overlap 3.02e-01 9.79e-02 5.04e-02 2.04e-01 GS3 Exclusive Overlap 7.92e-01 9.70e-01 8.16e-01 9.27e-01 Overlap Exclusives 9.98e-05 7.88e-08 1.46e-03 2.21e-19 Evaluating how well AC2Med 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) AC2Med Exclusive GS3 0.57 -0.71 -0.85 -0.36 2.55 GS3 Exclusive AC2Med 0.61 -1.69 -2.33 -0.44 5.70 AC2Med Exclusive GS3 Exclusive 0.57 -1.51 -1.22 -0.87 1.80 GS3 Exclusive AC2Med Exclusive 0.61 -1.30 -2.48 -0.37 4.94 AC2Med Exclusive Overlap 0.81 3.16 2.08 1.98 1.61 GS3 Exclusive Overlap 0.54 0.38 0.16 0.11 0.29 Overlap Exclusives 0.69 1.12 6.23 1.39 10.91 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) AC2Med Exclusive GS3 0.01 -1.95 -1.36 -0.60 1.64 GS3 Exclusive AC2Med 0.02 -1.58 -1.42 -0.05 4.97 AC2Med Exclusive GS3 Exclusive 0.00 -2.51 -1.85 -0.89 0.98 GS3 Exclusive AC2Med Exclusive 0.02 -1.29 -1.40 -0.03 5.95 AC2Med Exclusive Overlap 0.00 13.63 0.53 0.10 1.25 GS3 Exclusive Overlap 0.00 -0.03 -0.19 -0.26 -0.13 Overlap Exclusives 0.03 0.93 10.59 1.58 17.81 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 AC2Med Exclusive 211 205 MC159L;ORF71;TFDP2;CRMA;UGT2A1;SPI-2 GS3 Exclusive 77 76 CASC16 Overlap 2 2