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 3.79e-01 7.63e-03 1.64e-06 9.03e-07 GS_11 Exclusive Cauchy_Fill_099 2.06e-03 2.15e-02 1.28e-11 2.35e-10 Cauchy_Fill_099 Exclusive GS_11 Exclusive 3.09e-01 5.37e-02 1.39e-04 2.69e-05 GS_11 Exclusive Cauchy_Fill_099 Exclusive 1.21e-02 3.20e-02 3.59e-11 2.32e-09 Cauchy_Fill_099 Exclusive Overlap 1.75e-01 1.04e-01 2.61e-03 3.86e-02 GS_11 Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 1.74e-06 Overlap Exclusives 3.57e-01 3.41e-01 2.02e-12 2.11e-09 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 0.81 2.86 1.81 4.63 GS_11 Exclusive Cauchy_Fill_099 0.65 1.91 2.88 1.83 9.35 Cauchy_Fill_099 Exclusive GS_11 Exclusive 0.90 1.18 2.34 2.45 4.04 GS_11 Exclusive Cauchy_Fill_099 Exclusive 0.64 1.54 2.41 1.63 7.64 Cauchy_Fill_099 Exclusive Overlap 0.78 -0.01 1.36 1.05 1.71 GS_11 Exclusive Overlap 1.00 3.77 3.08 2.32 2.76 Overlap Exclusives 0.64 1.51 1.64 0.96 6.59 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 0.13 1.61 1.94 2.74 GS_11 Exclusive Cauchy_Fill_099 0.02 4.80 6.56 5.71 12.90 Cauchy_Fill_099 Exclusive GS_11 Exclusive 0.00 0.20 2.16 4.93 9.91 GS_11 Exclusive Cauchy_Fill_099 Exclusive 0.02 1.81 2.20 2.97 7.83 Cauchy_Fill_099 Exclusive Overlap 0.00 -0.46 1.04 0.03 0.31 GS_11 Exclusive Overlap 0.24 1624.19 365.31 261.58 116.93 Overlap Exclusives 0.02 4.17 3.82 2.48 6.79 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