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 2.06e-01 2.05e-01 4.34e-23 8.08e-20 ctd Exclusive disc 5.97e-05 2.38e-01 6.58e-13 1.86e-09 disc Exclusive ctd Exclusive 2.24e-01 1.93e-01 5.98e-22 1.09e-18 ctd Exclusive disc Exclusive 4.27e-05 3.71e-01 1.09e-11 1.67e-09 disc Exclusive Overlap 5.53e-01 5.40e-01 1.91e-02 4.04e-02 ctd Exclusive Overlap 1.15e-02 1.15e-02 1.15e-02 1.15e-02 Overlap Exclusives 6.34e-12 7.17e-15 1.04e-63 6.97e-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 0.81 1.41 2.49 3.07 9.11 ctd Exclusive disc 0.72 -4.73 0.90 1.53 7.09 disc Exclusive ctd Exclusive 0.80 1.33 2.57 2.76 10.08 ctd Exclusive disc Exclusive 0.71 -5.09 0.70 1.31 6.25 disc Exclusive Overlap 0.94 -0.40 -59319469268338.50 1.14 1.98 ctd Exclusive Overlap 1.00 2.21 599466416252950.00 1.74 2.37 Overlap Exclusives 0.83 279248849016754.50 9.34 2.50 15.36 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 0.03 0.80 -2.77 10.03 17.52 ctd Exclusive disc 0.02 1.22 5.17 11.53 27.25 disc Exclusive ctd Exclusive 0.03 0.82 -2.36 6.48 10.65 ctd Exclusive disc Exclusive 0.01 -1.41 2.31 5.56 14.42 disc Exclusive Overlap 0.00 0.12 -3694986890827743.00 3.05 4.57 ctd Exclusive Overlap 0.20 256.46 444741157407917568.00 236.84 458.27 Overlap Exclusives 0.07 15230240162821560.00 53.63 13.46 62.13 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 96 96 ctd Exclusive 101 87 MIR3622B;MIR4467;ATP7;MIR766;CTR1C;MIR708;MIR505;MIR146A;MIR296;MIR124A-3;MIR375;SNAR-I;MIR100;CTR1B Overlap 2 2