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) epp Exclusive ctd 4.63e-01 2.53e-01 6.84e-09 5.52e-09 ctd Exclusive epp 9.47e-02 3.53e-01 1.40e-01 1.98e-03 epp Exclusive ctd Exclusive 5.30e-01 3.63e-01 5.11e-09 2.76e-09 ctd Exclusive epp Exclusive 1.08e-01 2.86e-01 9.31e-02 3.11e-03 epp Exclusive Overlap 2.17e-01 4.35e-01 1.18e-01 1.57e-01 ctd Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Overlap Exclusives 1.95e-24 1.72e-21 6.57e-51 1.15e-39 Evaluating how well epp 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) epp Exclusive ctd 0.72 -0.57 1.36 0.41 7.72 ctd Exclusive epp 0.74 -1.14 1.56 1.12 3.46 epp Exclusive ctd Exclusive 0.71 -0.67 1.30 0.30 7.26 ctd Exclusive epp Exclusive 0.72 -1.02 1.22 1.08 3.14 epp Exclusive Overlap 0.93 1.03 1.10 1.26 1.37 ctd Exclusive Overlap 1.00 1.17 1.50 1.68 1.76 Overlap Exclusives 0.89 4.06 11.66 2.65 14.39 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) epp Exclusive ctd 0.01 -0.25 0.45 0.53 7.00 ctd Exclusive epp 0.01 1.59 14.55 17.46 16.42 epp Exclusive ctd Exclusive 0.01 -0.33 0.23 0.14 6.78 ctd Exclusive epp Exclusive 0.00 -1.30 0.27 1.15 0.52 epp Exclusive Overlap 0.00 0.22 0.99 0.93 0.85 ctd Exclusive Overlap 0.12 87.03 236.71 506.46 295.26 Overlap Exclusives 0.05 10.41 49.46 7.37 73.83 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 epp Exclusive 16 16 ctd Exclusive 102 88 SNAR-I;ATP7;CTR1B;MIR124A-3;MIR296;MIR766;MIR146A;MIR375;MIR505;MIR708;MIR4467;MIR3622B;MIR100;CTR1C Overlap 1 1