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) MS-Consensus Exclusive Resource-Union 2.25e-02 4.74e-03 1.78e-02 2.52e-04 Resource-Union Exclusive MS-Consensus 2.04e-02 2.36e-02 3.36e-09 5.28e-03 MS-Consensus Exclusive Resource-Union Exclusive 6.15e-02 2.51e-02 3.33e-02 6.73e-04 Resource-Union Exclusive MS-Consensus Exclusive 2.89e-02 3.68e-02 2.30e-08 1.41e-02 MS-Consensus Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Resource-Union Exclusive Overlap 9.92e-02 9.92e-02 9.92e-02 9.92e-02 Overlap Exclusives 9.92e-06 1.95e-05 1.27e-12 3.55e-06 Evaluating how well MS-Consensus genes are linked to Resource-Union 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) MS-Consensus Exclusive Resource-Union 0.89 2.32 3.54 1.78 4.24 Resource-Union Exclusive MS-Consensus 0.57 2.54 2.88 1.57 3.17 MS-Consensus Exclusive Resource-Union Exclusive 0.87 2.44 2.87 2.18 3.71 Resource-Union Exclusive MS-Consensus Exclusive 0.57 2.41 2.69 1.66 2.78 MS-Consensus Exclusive Overlap 1.00 1.40 1.91 1.38 1.79 Resource-Union Exclusive Overlap 1.00 3.09 2.09 1.79 1.72 Overlap Exclusives 0.62 2.95 5.72 3.65 5.93 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) MS-Consensus Exclusive Resource-Union 0.01 15.53 43.66 9.37 2.77 Resource-Union Exclusive MS-Consensus 0.01 7.29 7.22 2.90 2.90 MS-Consensus Exclusive Resource-Union Exclusive 0.00 7.22 11.42 5.90 10.35 Resource-Union Exclusive MS-Consensus Exclusive 0.01 5.77 2.27 4.36 5.30 MS-Consensus Exclusive Overlap 0.02 65.76 111.09 8.43 50.97 Resource-Union Exclusive Overlap 0.02 221.23 15.81 19.82 22.68 Overlap Exclusives 0.02 7.78 17.84 11.07 11.71 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 MS-Consensus Exclusive 137 135 AL669918.1;CCDC169-SOHLH2 Resource-Union Exclusive 13 8 ;MIR326;MS3;CCR5AS;MS4 Overlap 1 1