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) test_set Exclusive osteo_bio 1.79e-05 4.18e-03 2.34e-05 7.67e-09 osteo_bio Exclusive test_set 3.49e-06 5.29e-01 5.60e-02 5.81e-01 test_set Exclusive osteo_bio Exclusive 4.68e-05 5.23e-03 4.74e-04 1.04e-08 osteo_bio Exclusive test_set Exclusive 3.20e-06 6.71e-01 9.89e-02 8.53e-01 test_set Exclusive Overlap 6.93e-02 1.80e-01 1.26e-01 1.31e-01 osteo_bio Exclusive Overlap 9.85e-05 9.85e-05 9.85e-05 9.85e-05 Overlap Exclusives 3.93e-05 1.51e-06 5.62e-08 9.29e-08 Evaluating how well test_set genes are linked to osteo_bio 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) test_set Exclusive osteo_bio 0.82 2.13 4.04 1.56 6.45 osteo_bio Exclusive test_set 0.52 0.51 0.41 0.29 0.77 test_set Exclusive osteo_bio Exclusive 0.82 1.97 3.96 1.35 6.38 osteo_bio Exclusive test_set Exclusive 0.51 0.25 0.17 -0.26 0.37 test_set Exclusive Overlap 0.87 1.75 1.61 1.49 1.82 osteo_bio Exclusive Overlap 1.00 1.98 2.38 2.40 2.44 Overlap Exclusives 0.60 1.63 2.45 1.51 4.40 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) test_set Exclusive osteo_bio 0.01 2.49 5.86 1.08 3.65 osteo_bio Exclusive test_set 0.02 19.07 27.21 16.81 16.53 test_set Exclusive osteo_bio Exclusive 0.00 1.78 5.35 0.84 4.38 osteo_bio Exclusive test_set Exclusive 0.01 1.35 1.84 0.61 1.07 test_set Exclusive Overlap 0.00 4.48 2.72 1.66 0.06 osteo_bio Exclusive Overlap 0.60 2285.98 2281.28 1983.68 450.51 Overlap Exclusives 0.04 26.46 58.24 25.07 35.92 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 test_set Exclusive 117 116 IQANK1 osteo_bio Exclusive 30 30 Overlap 2 2