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) disc Exclusive ctd 5.72e-03 2.22e-01 2.35e-23 1.38e-21 ctd Exclusive disc 7.39e-06 1.46e-02 1.70e-22 7.81e-16 disc Exclusive ctd Exclusive 5.14e-03 2.52e-01 1.86e-22 9.66e-21 ctd Exclusive disc Exclusive 2.18e-06 2.08e-02 1.23e-21 2.87e-15 disc Exclusive Overlap 5.53e-01 4.17e-01 1.28e-02 3.69e-02 ctd Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.28e-02 Overlap Exclusives 1.68e-12 1.03e-06 1.08e-41 6.85e-41 Evaluating how well disc 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) disc Exclusive ctd 0.83 2.89 4.00 3.29 9.98 ctd Exclusive disc 0.72 -5.32 2.17 2.33 9.70 disc Exclusive ctd Exclusive 0.83 2.91 3.90 3.51 10.57 ctd Exclusive disc Exclusive 0.72 -6.51 1.96 2.12 8.50 disc Exclusive Overlap 0.90 1.43 1.22 1.95 1.99 ctd Exclusive Overlap 0.99 2.45 2.66 2.14 2.90 Overlap Exclusives 0.78 3.28 6.99 2.23 15.70 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) disc Exclusive ctd 0.04 2.29 0.72 7.46 42.24 ctd Exclusive disc 0.03 -1.38 8.34 8.58 17.24 disc Exclusive ctd Exclusive 0.04 2.09 1.13 9.35 41.81 ctd Exclusive disc Exclusive 0.03 -2.45 6.03 7.65 16.24 disc Exclusive Overlap 0.00 -0.41 0.14 0.71 0.59 ctd Exclusive Overlap 0.05 161.61 427.93 234.21 283.70 Overlap Exclusives 0.05 12.55 16.05 6.04 35.71 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 disc Exclusive 158 158 ctd Exclusive 101 87 MIR3622B;MIR146A;MIR708;CTR1B;MIR100;MIR124A-3;MIR296;MIR766;MIR505;CTR1C;ATP7;MIR4467;SNAR-I;MIR375 Overlap 2 2