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) B Exclusive C 5.34e-03 4.24e-03 3.49e-12 9.01e-09 C Exclusive B 4.54e-04 9.65e-05 2.56e-07 2.88e-11 B Exclusive C Exclusive 9.20e-02 6.23e-02 4.94e-07 1.19e-04 C Exclusive B Exclusive 5.64e-03 1.72e-03 8.93e-06 1.78e-10 B Exclusive Overlap 7.07e-02 3.56e-02 4.51e-07 1.35e-06 C Exclusive Overlap 6.00e-02 1.96e-02 2.50e-03 1.45e-04 Overlap Exclusives 1.44e-04 3.07e-04 8.51e-15 9.27e-12 Evaluating how well B genes are linked to C 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) B Exclusive C 0.68 4.59 4.95 4.29 6.63 C Exclusive B 0.71 3.55 5.64 4.04 7.56 B Exclusive C Exclusive 0.64 3.82 4.00 3.35 4.63 C Exclusive B Exclusive 0.73 3.24 4.15 2.96 5.99 B Exclusive Overlap 0.73 2.83 3.90 3.94 5.30 C Exclusive Overlap 0.69 2.45 2.84 2.80 4.74 Overlap Exclusives 0.68 4.42 4.36 4.25 7.76 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) B Exclusive C 0.01 8.06 7.43 3.73 6.01 C Exclusive B 0.01 3.51 5.53 5.10 6.19 B Exclusive C Exclusive 0.01 4.00 2.55 3.55 3.30 C Exclusive B Exclusive 0.01 3.36 4.99 4.20 7.52 B Exclusive Overlap 0.01 7.86 13.40 17.74 3.78 C Exclusive Overlap 0.00 1.81 1.68 0.61 4.04 Overlap Exclusives 0.02 6.03 6.79 7.03 11.33 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 B Exclusive 70 68 CHD2;UGT2A1 C Exclusive 83 82 6-Mar Overlap 54 50 AC003002.1;AC100868.1;USP9Y;NLGN4Y