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) 01_5 Exclusive Ref 4.67e-04 1.13e-01 4.11e-01 1.37e-08 Ref Exclusive 01_5 9.81e-02 8.62e-01 9.32e-05 6.60e-03 01_5 Exclusive Ref Exclusive 3.88e-04 1.14e-01 4.16e-01 1.45e-07 Ref Exclusive 01_5 Exclusive 7.38e-02 5.86e-01 7.84e-04 3.70e-02 01_5 Exclusive Overlap 9.98e-01 8.14e-01 5.74e-01 7.15e-02 Ref Exclusive Overlap 1.38e-03 1.85e-03 1.38e-03 1.85e-03 Overlap Exclusives 9.57e-14 2.25e-15 1.12e-60 4.52e-30 Evaluating how well 01_5 genes are linked to Ref 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) 01_5 Exclusive Ref 0.67 -1.66 -2.01 -0.48 5.89 Ref Exclusive 01_5 0.60 -0.86 -0.21 0.32 3.41 01_5 Exclusive Ref Exclusive 0.66 -1.80 -2.28 -0.49 5.96 Ref Exclusive 01_5 Exclusive 0.58 -1.23 -0.46 -0.24 2.49 01_5 Exclusive Overlap 0.83 0.28 0.64 0.78 2.16 Ref Exclusive Overlap 1.00 3.30 2.50 2.21 3.01 Overlap Exclusives 0.78 4.27 8.73 2.36 13.98 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) 01_5 Exclusive Ref 0.01 -1.62 -1.61 -0.54 3.02 Ref Exclusive 01_5 0.01 -0.83 1.37 2.23 4.85 01_5 Exclusive Ref Exclusive 0.01 -1.75 -1.77 -0.63 2.42 Ref Exclusive 01_5 Exclusive 0.00 -1.03 -1.31 -0.63 0.11 01_5 Exclusive Overlap 0.00 -1.05 -0.63 -0.05 0.11 Ref Exclusive Overlap 0.05 0.15 103.13 53.69 5.37 Overlap Exclusives 0.06 17.73 50.60 12.63 72.29 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 01_5 Exclusive 70 70 Ref Exclusive 108 105 PRODH;SHANK3;MIR137 Overlap 3 3