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) 216iDEAL Exclusive DGN 1.42e-01 2.43e-01 1.08e-01 5.27e-12 DGN Exclusive 216iDEAL 1.07e-05 5.61e-02 1.34e-08 1.39e-01 216iDEAL Exclusive DGN Exclusive 1.15e-01 3.61e-01 1.18e-01 2.03e-12 DGN Exclusive 216iDEAL Exclusive 4.20e-06 5.56e-02 2.74e-07 3.65e-01 216iDEAL Exclusive Overlap 6.08e-01 4.06e-01 6.81e-01 5.21e-01 DGN Exclusive Overlap 2.10e-05 6.99e-05 2.10e-05 4.51e-05 Overlap Exclusives 3.82e-18 1.71e-19 2.16e-26 1.22e-29 Evaluating how well 216iDEAL genes are linked to DGN 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) 216iDEAL Exclusive DGN 0.64 -1.08 -2.76 -0.47 6.98 DGN Exclusive 216iDEAL 0.52 -1.04 -1.13 -0.36 1.00 216iDEAL Exclusive DGN Exclusive 0.65 -1.38 -2.00 -0.54 6.88 DGN Exclusive 216iDEAL Exclusive 0.51 -2.03 -1.75 -1.01 0.46 216iDEAL Exclusive Overlap 0.55 -0.33 -0.45 -0.32 0.42 DGN Exclusive Overlap 0.99 5.70 3.36 4.03 3.67 Overlap Exclusives 0.68 4.61 12.51 3.85 14.16 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) 216iDEAL Exclusive DGN 0.02 -0.67 -0.88 -0.02 7.80 DGN Exclusive 216iDEAL 0.01 5.21 2.87 2.39 3.78 216iDEAL Exclusive DGN Exclusive 0.02 -0.93 -0.64 -0.00 9.30 DGN Exclusive 216iDEAL Exclusive 0.01 -1.11 -1.04 -0.49 0.27 216iDEAL Exclusive Overlap 0.00 -0.44 -0.49 -0.47 -0.25 DGN Exclusive Overlap 0.07 1168.34 261.66 240.81 206.61 Overlap Exclusives 0.07 17.74 49.71 14.79 45.35 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 216iDEAL Exclusive 211 209 TTLL13;TUBB3 DGN Exclusive 203 200 DKK 1.00;PCDH11Y;SERPINA3 Overlap 5 5