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) Rare_2methodConsensus Exclusive GeneGroup2 3.50e-01 2.19e-01 2.48e-03 2.44e-13 GeneGroup2 Exclusive Rare_2methodConsensus 8.24e-02 5.13e-01 1.07e-07 2.59e-02 Rare_2methodConsensus Exclusive GeneGroup2 Exclusive 4.15e-01 6.95e-01 8.38e-03 2.65e-12 GeneGroup2 Exclusive Rare_2methodConsensus Exclusive 8.18e-02 7.02e-01 2.86e-07 3.20e-02 Rare_2methodConsensus Exclusive Overlap 2.28e-02 9.85e-05 5.42e-03 1.48e-03 GeneGroup2 Exclusive Overlap 9.85e-05 2.07e-02 9.85e-05 5.91e-04 Overlap Exclusives 3.83e-06 4.92e-05 1.30e-18 2.07e-10 Evaluating how well Rare_2methodConsensus genes are linked to GeneGroup2 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) Rare_2methodConsensus Exclusive GeneGroup2 0.87 1.23 1.53 1.80 7.65 GeneGroup2 Exclusive Rare_2methodConsensus 0.58 -0.47 1.08 1.11 2.41 Rare_2methodConsensus Exclusive GeneGroup2 Exclusive 0.86 1.35 1.63 1.44 7.82 GeneGroup2 Exclusive Rare_2methodConsensus Exclusive 0.57 -0.50 0.66 0.97 2.24 Rare_2methodConsensus Exclusive Overlap 0.99 1.57 1.96 1.47 2.41 GeneGroup2 Exclusive Overlap 1.00 1.34 2.23 1.90 2.34 Overlap Exclusives 0.67 2.50 2.58 1.80 6.74 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) Rare_2methodConsensus Exclusive GeneGroup2 0.01 0.38 1.13 1.56 18.79 GeneGroup2 Exclusive Rare_2methodConsensus 0.01 -0.64 1.18 2.42 2.57 Rare_2methodConsensus Exclusive GeneGroup2 Exclusive 0.01 0.15 -0.68 1.09 10.02 GeneGroup2 Exclusive Rare_2methodConsensus Exclusive 0.01 -0.52 0.16 0.77 1.35 Rare_2methodConsensus Exclusive Overlap 0.00 3.79 27.49 5.88 10.89 GeneGroup2 Exclusive Overlap 0.01 0.97 7.44 37.41 8.00 Overlap Exclusives 0.02 3.94 7.74 3.79 13.99 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 Rare_2methodConsensus Exclusive 91 90 PRAMEF11 GeneGroup2 Exclusive 35 35 Overlap 2 2