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) T2D-Consensus2 Exclusive MalaCard-BMI 1.65e-11 6.13e-10 3.95e-13 2.89e-12 MalaCard-BMI Exclusive T2D-Consensus2 5.36e-16 7.53e-16 5.77e-18 1.42e-20 T2D-Consensus2 Exclusive MalaCard-BMI Exclusive 8.04e-10 2.46e-08 7.64e-11 1.11e-09 MalaCard-BMI Exclusive T2D-Consensus2 Exclusive 1.53e-13 9.20e-14 1.73e-16 3.81e-19 T2D-Consensus2 Exclusive Overlap 1.38e-03 1.38e-03 1.38e-03 1.38e-03 MalaCard-BMI Exclusive Overlap 1.38e-03 1.60e-03 1.38e-03 1.68e-03 Overlap Exclusives 1.59e-35 3.10e-34 2.65e-36 1.81e-35 Evaluating how well T2D-Consensus2 genes are linked to MalaCard-BMI 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) T2D-Consensus2 Exclusive MalaCard-BMI 0.94 3.69 5.78 3.16 6.43 MalaCard-BMI Exclusive T2D-Consensus2 0.90 4.78 8.79 4.66 10.46 T2D-Consensus2 Exclusive MalaCard-BMI Exclusive 0.93 3.32 4.92 2.91 4.99 MalaCard-BMI Exclusive T2D-Consensus2 Exclusive 0.89 4.07 9.11 4.90 10.73 T2D-Consensus2 Exclusive Overlap 1.00 2.29 2.99 2.82 2.79 MalaCard-BMI Exclusive Overlap 0.99 4.10 2.71 3.22 2.86 Overlap Exclusives 0.94 3.97 11.79 3.33 13.11 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) T2D-Consensus2 Exclusive MalaCard-BMI 0.05 43.50 76.70 59.52 107.28 MalaCard-BMI Exclusive T2D-Consensus2 0.03 8.91 48.31 19.84 31.71 T2D-Consensus2 Exclusive MalaCard-BMI Exclusive 0.02 37.83 34.61 29.43 33.18 MalaCard-BMI Exclusive T2D-Consensus2 Exclusive 0.02 9.83 38.83 19.88 37.43 T2D-Consensus2 Exclusive Overlap 0.07 41.02 318.26 155.53 102.81 MalaCard-BMI Exclusive Overlap 0.01 95.03 48.25 69.35 16.78 Overlap Exclusives 0.11 71.74 185.80 50.72 63.00 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 T2D-Consensus2 Exclusive 47 47 MalaCard-BMI Exclusive 14 14 Overlap 3 3