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) dpp Exclusive ctd 2.42e-02 4.83e-03 6.45e-06 6.53e-13 ctd Exclusive dpp 4.89e-01 4.49e-02 8.41e-07 1.03e-03 dpp Exclusive ctd Exclusive 4.16e-02 2.33e-02 6.11e-06 7.29e-12 ctd Exclusive dpp Exclusive 4.83e-01 6.50e-02 1.18e-06 1.21e-03 dpp Exclusive Overlap 5.66e-01 1.60e-01 8.02e-02 8.69e-02 ctd Exclusive Overlap 5.40e-01 5.40e-01 5.40e-01 5.40e-01 Overlap Exclusives 5.78e-17 7.66e-09 1.71e-36 4.84e-23 Evaluating how well dpp 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) dpp Exclusive ctd 0.75 1.28 3.34 1.96 8.05 ctd Exclusive dpp 0.64 1.96 2.62 2.32 4.75 dpp Exclusive ctd Exclusive 0.75 1.35 3.13 1.92 8.16 ctd Exclusive dpp Exclusive 0.64 2.40 2.58 2.76 4.16 dpp Exclusive Overlap 0.82 -0.14 1.21 1.26 1.55 ctd Exclusive Overlap 0.71 0.10 0.65 0.28 0.97 Overlap Exclusives 0.75 2.02 8.48 2.55 10.92 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) dpp Exclusive ctd 0.01 1.48 4.72 2.57 14.19 ctd Exclusive dpp 0.01 2.00 3.64 4.05 5.72 dpp Exclusive ctd Exclusive 0.01 1.25 4.42 3.24 12.73 ctd Exclusive dpp Exclusive 0.01 0.33 2.30 3.34 1.65 dpp Exclusive Overlap 0.00 -0.55 0.23 0.13 -0.02 ctd Exclusive Overlap 0.04 108.77 259.52 41.00 114.42 Overlap Exclusives 0.03 4.19 15.18 3.77 23.00 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 dpp Exclusive 82 82 ctd Exclusive 101 87 ATP7;MIR100;MIR124A-3;CTR1C;SNAR-I;MIR4467;MIR296;MIR146A;MIR708;MIR766;MIR375;MIR3622B;CTR1B;MIR505 Overlap 2 2