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) eea Exclusive ctd 1.28e-03 6.64e-02 3.75e-15 6.63e-13 ctd Exclusive eea 8.05e-03 1.57e-04 5.30e-19 2.38e-17 eea Exclusive ctd Exclusive 2.25e-03 8.21e-02 7.17e-15 2.10e-12 ctd Exclusive eea Exclusive 5.03e-02 2.10e-04 1.91e-17 2.06e-16 eea Exclusive Overlap 8.08e-02 9.58e-01 1.18e-02 4.77e-03 ctd Exclusive Overlap 1.69e-04 1.59e-03 1.69e-04 2.14e-04 Overlap Exclusives 7.44e-13 1.01e-13 4.88e-57 9.36e-44 Evaluating how well eea genes are linked to ctd 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) eea Exclusive ctd 0.78 2.52 2.90 2.86 9.34 ctd Exclusive eea 0.76 -0.59 4.40 3.68 11.72 eea Exclusive ctd Exclusive 0.77 2.26 2.65 3.20 8.94 ctd Exclusive eea Exclusive 0.75 -1.03 4.20 3.54 9.29 eea Exclusive Overlap 0.93 1.55 1.01 1.86 2.94 ctd Exclusive Overlap 0.99 2.79 2.69 2.41 3.53 Overlap Exclusives 0.81 3.49 10.28 2.80 17.27 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) eea Exclusive ctd 0.03 4.47 3.56 11.19 28.61 ctd Exclusive eea 0.02 0.31 6.84 9.50 21.87 eea Exclusive ctd Exclusive 0.02 3.86 3.37 10.40 14.36 ctd Exclusive eea Exclusive 0.02 -1.83 3.31 4.93 14.71 eea Exclusive Overlap 0.01 4.13 0.21 9.03 4.21 ctd Exclusive Overlap 0.09 36.73 98.58 175.10 136.81 Overlap Exclusives 0.05 9.20 33.63 8.63 40.25 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 eea Exclusive 115 115 ctd Exclusive 99 85 CTR1C;MIR4467;ATP7;SNAR-I;MIR3622B;MIR505;MIR375;CTR1B;MIR124A-3;MIR296;MIR708;MIR766;MIR146A;MIR100 Overlap 4 4