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) Feixiong group AD test Exclusive GeneEMbed_85 3.92e-02 1.93e-01 4.30e-03 1.86e-12 GeneEMbed_85 Exclusive Feixiong group AD test 3.23e-02 9.45e-03 3.20e-20 3.59e-04 Feixiong group AD test Exclusive GeneEMbed_85 Exclusive 1.25e-01 5.21e-01 3.10e-02 2.48e-10 GeneEMbed_85 Exclusive Feixiong group AD test Exclusive 3.38e-02 7.98e-03 4.86e-19 9.98e-04 Feixiong group AD test Exclusive Overlap 2.11e-02 4.33e-03 1.04e-02 7.00e-06 GeneEMbed_85 Exclusive Overlap 1.56e-01 7.23e-01 7.41e-03 3.94e-02 Overlap Exclusives 1.12e-06 1.37e-09 7.24e-73 3.43e-17 Evaluating how well Feixiong group AD test genes are linked to GeneEMbed_85 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) Feixiong group AD test Exclusive GeneEMbed_85 0.77 -0.01 0.77 0.76 8.59 GeneEMbed_85 Exclusive Feixiong group AD test 0.55 1.14 2.40 2.14 3.74 Feixiong group AD test Exclusive GeneEMbed_85 Exclusive 0.75 -0.66 -0.36 0.03 7.45 GeneEMbed_85 Exclusive Feixiong group AD test Exclusive 0.55 0.93 2.50 1.91 3.00 Feixiong group AD test Exclusive Overlap 0.94 3.22 2.91 2.78 4.21 GeneEMbed_85 Exclusive Overlap 0.77 0.18 -0.83 1.10 2.38 Overlap Exclusives 0.64 6.07 10.67 3.61 10.52 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) Feixiong group AD test Exclusive GeneEMbed_85 0.02 1.85 5.14 2.61 26.08 GeneEMbed_85 Exclusive Feixiong group AD test 0.03 2.02 2.86 2.92 4.30 Feixiong group AD test Exclusive GeneEMbed_85 Exclusive 0.01 -0.46 1.52 0.56 11.19 GeneEMbed_85 Exclusive Feixiong group AD test Exclusive 0.03 1.91 3.30 2.46 3.12 Feixiong group AD test Exclusive Overlap 0.02 32.97 49.04 46.80 36.73 GeneEMbed_85 Exclusive Overlap 0.00 0.83 -2.28 3.71 0.81 Overlap Exclusives 0.06 13.80 29.30 13.19 32.30 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 Feixiong group AD test Exclusive 441 421 IGHV2-70;IGHV4-61;IGHV3-66;APOC4-APOC2;IGHV4-59;IGHV1-58;IGHV3-73;IGHV3-72;IGHG3;ATP6V1G2-DDX39B;TRIM39-RPP21;IGHV1-69;IGHV3-64;OR2J1;IGHA1;IGHV3-53;IGHG2;IGHV3-74;IGHG1;C17orf107 GeneEMbed_85 Exclusive 78 78 Overlap 7 7