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) Reactome Exclusive Germline 2.58e-03 2.04e-02 4.27e-08 3.26e-08 Germline Exclusive Reactome 5.00e-03 8.82e-02 3.30e-13 5.60e-09 Reactome Exclusive Germline Exclusive 4.12e-02 1.82e-01 4.70e-06 6.71e-07 Germline Exclusive Reactome Exclusive 2.13e-02 2.10e-01 2.00e-13 9.00e-09 Reactome Exclusive Overlap 4.36e-07 4.22e-04 4.36e-07 3.66e-05 Germline Exclusive Overlap 4.36e-07 4.36e-07 4.36e-07 4.36e-07 Overlap Exclusives 1.86e-05 1.09e-08 2.88e-27 1.37e-28 Evaluating how well Reactome genes are linked to Germline 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) Reactome Exclusive Germline 0.85 0.79 2.46 1.98 6.03 Germline Exclusive Reactome 0.67 0.51 1.37 1.36 7.56 Reactome Exclusive Germline Exclusive 0.83 0.16 1.40 1.45 5.99 Germline Exclusive Reactome Exclusive 0.66 0.23 0.88 1.46 9.09 Reactome Exclusive Overlap 0.99 2.63 2.60 2.36 2.83 Germline Exclusive Overlap 1.00 3.67 2.67 2.50 3.17 Overlap Exclusives 0.76 2.03 7.38 1.98 13.59 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) Reactome Exclusive Germline 0.01 -1.23 5.62 2.17 15.94 Germline Exclusive Reactome 0.02 3.46 7.86 6.73 17.50 Reactome Exclusive Germline Exclusive 0.01 -1.34 2.20 0.45 10.18 Germline Exclusive Reactome Exclusive 0.02 1.43 4.49 4.80 8.59 Reactome Exclusive Overlap 0.01 12.36 21.42 37.72 53.84 Germline Exclusive Overlap 0.05 333.97 77.33 146.08 207.21 Overlap Exclusives 0.06 12.64 33.93 11.18 69.35 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 Reactome Exclusive 174 174 Germline Exclusive 28 26 NSB1;BRP1 Overlap 3 3