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 5.57e-02 9.03e-01 1.51e-03 3.49e-02 GS3 Exclusive AC1Med 4.34e-02 4.50e-01 4.21e-04 3.30e-04 AC1Med Exclusive GS3 Exclusive 2.88e-02 7.57e-01 2.86e-02 3.60e-02 GS3 Exclusive AC1Med Exclusive 1.20e-01 3.95e-01 2.51e-03 6.05e-04 AC1Med Exclusive Overlap 1.76e-03 4.05e-03 1.45e-03 8.12e-03 GS3 Exclusive Overlap 2.86e-01 3.55e-01 1.54e-01 3.08e-01 Overlap Exclusives 8.13e-19 2.74e-22 3.44e-20 1.12e-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 0.47 0.33 0.29 3.09 GS3 Exclusive AC1Med 0.59 -0.66 -0.21 0.09 5.08 AC1Med Exclusive GS3 Exclusive 0.58 -0.42 -0.27 -0.41 2.76 GS3 Exclusive AC1Med Exclusive 0.59 -0.42 -0.35 -0.07 4.25 AC1Med Exclusive Overlap 0.95 4.73 2.96 3.53 2.64 GS3 Exclusive Overlap 0.69 1.29 1.07 1.38 1.16 Overlap Exclusives 0.75 3.28 12.99 3.05 14.33 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 0.26 0.46 0.62 2.68 GS3 Exclusive AC1Med 0.02 -0.56 1.97 0.81 6.42 AC1Med Exclusive GS3 Exclusive 0.01 -1.02 -0.49 -0.58 1.54 GS3 Exclusive AC1Med Exclusive 0.02 -0.67 1.04 0.33 4.34 AC1Med Exclusive Overlap 0.00 32.07 19.22 27.53 6.77 GS3 Exclusive Overlap 0.03 130.91 191.64 181.14 63.25 Overlap Exclusives 0.05 9.58 33.55 6.27 30.02 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 ORF71;UGT2A1;TFDP2;MC159L GS3 Exclusive 76 75 CASC16 Overlap 3 3