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) AC1Med Exclusive GS3 5.85e-02 8.43e-01 2.16e-03 5.54e-02 GS3 Exclusive AC1Med 1.33e-01 4.79e-01 5.96e-04 4.38e-04 AC1Med Exclusive GS3 Exclusive 2.30e-02 7.03e-01 1.87e-02 3.77e-02 GS3 Exclusive AC1Med Exclusive 5.72e-02 4.00e-01 1.28e-03 2.64e-04 AC1Med Exclusive Overlap 1.60e-03 3.54e-03 1.53e-03 6.85e-03 GS3 Exclusive Overlap 3.00e-01 3.72e-01 1.41e-01 3.47e-01 Overlap Exclusives 3.29e-18 9.12e-22 2.50e-18 1.86e-36 Evaluating how well AC1Med 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) AC1Med Exclusive GS3 0.60 0.56 0.16 0.53 2.65 GS3 Exclusive AC1Med 0.59 -0.29 -0.22 0.02 4.43 AC1Med Exclusive GS3 Exclusive 0.58 -0.50 -0.33 -0.27 2.53 GS3 Exclusive AC1Med Exclusive 0.59 -0.66 -0.34 0.08 5.08 AC1Med Exclusive Overlap 0.95 4.49 3.72 3.75 2.56 GS3 Exclusive Overlap 0.69 1.45 1.18 1.48 1.17 Overlap Exclusives 0.75 3.11 11.98 3.36 14.81 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) AC1Med Exclusive GS3 0.01 0.33 0.45 0.58 2.79 GS3 Exclusive AC1Med 0.02 -0.27 1.60 0.85 5.01 AC1Med Exclusive GS3 Exclusive 0.01 -0.82 -0.59 -0.35 1.81 GS3 Exclusive AC1Med Exclusive 0.02 -0.76 0.83 0.44 6.55 AC1Med Exclusive Overlap 0.00 52.44 35.68 21.92 4.82 GS3 Exclusive Overlap 0.03 58.41 147.65 33.73 49.36 Overlap Exclusives 0.05 8.80 31.74 8.90 37.84 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 AC1Med Exclusive 228 224 MC159L;TFDP2;UGT2A1;ORF71 GS3 Exclusive 76 75 CASC16 Overlap 3 3