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) Cauchy_Fill_099 Exclusive GS_11 3.06e-01 9.06e-03 5.82e-07 4.65e-07 GS_11 Exclusive Cauchy_Fill_099 2.81e-03 2.00e-02 1.03e-12 6.15e-10 Cauchy_Fill_099 Exclusive GS_11 Exclusive 2.60e-01 5.27e-02 9.74e-05 7.62e-05 GS_11 Exclusive Cauchy_Fill_099 Exclusive 1.12e-02 4.31e-02 2.90e-12 2.02e-09 Cauchy_Fill_099 Exclusive Overlap 1.04e-01 1.70e-01 5.38e-03 1.90e-02 GS_11 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 3.86e-01 3.21e-01 1.30e-08 7.44e-10 Evaluating how well Cauchy_Fill_099 genes are linked to GS_11 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) Cauchy_Fill_099 Exclusive GS_11 0.87 0.96 2.79 1.96 4.65 GS_11 Exclusive Cauchy_Fill_099 0.65 2.09 3.20 1.53 7.20 Cauchy_Fill_099 Exclusive GS_11 Exclusive 0.90 1.43 2.61 2.42 3.41 GS_11 Exclusive Cauchy_Fill_099 Exclusive 0.64 1.74 2.43 1.76 6.21 Cauchy_Fill_099 Exclusive Overlap 0.78 -0.23 1.16 0.76 1.82 GS_11 Exclusive Overlap 1.00 3.91 2.75 2.87 2.60 Overlap Exclusives 0.64 1.42 1.68 1.16 6.43 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) Cauchy_Fill_099 Exclusive GS_11 0.00 0.14 1.60 3.36 12.89 GS_11 Exclusive Cauchy_Fill_099 0.02 4.88 6.52 5.90 9.88 Cauchy_Fill_099 Exclusive GS_11 Exclusive 0.00 0.39 1.59 4.17 7.55 GS_11 Exclusive Cauchy_Fill_099 Exclusive 0.02 2.10 2.34 3.64 5.57 Cauchy_Fill_099 Exclusive Overlap 0.00 -0.54 0.84 0.18 0.69 GS_11 Exclusive Overlap 0.24 2011.28 293.48 391.90 820.68 Overlap Exclusives 0.02 3.85 4.05 2.81 9.29 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 Cauchy_Fill_099 Exclusive 207 207 GS_11 Exclusive 8 8 Overlap 3 3