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) MalaCard-T2D Exclusive CMDKP-T2D 8.70e-06 3.89e-04 1.32e-07 6.86e-06 CMDKP-T2D Exclusive MalaCard-T2D 2.07e-13 9.43e-15 5.75e-18 6.37e-19 MalaCard-T2D Exclusive CMDKP-T2D Exclusive 1.16e-03 2.00e-02 1.03e-05 2.83e-04 CMDKP-T2D Exclusive MalaCard-T2D Exclusive 3.78e-09 1.44e-09 4.33e-12 6.67e-13 MalaCard-T2D Exclusive Overlap 4.18e-08 4.18e-08 4.18e-08 4.99e-08 CMDKP-T2D Exclusive Overlap 8.42e-08 1.35e-07 4.77e-08 6.78e-08 Overlap Exclusives 1.14e-10 3.29e-09 2.83e-19 3.36e-12 Evaluating how well MalaCard-T2D genes are linked to CMDKP-T2D 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) MalaCard-T2D Exclusive CMDKP-T2D 0.64 4.78 4.16 4.06 6.65 CMDKP-T2D Exclusive MalaCard-T2D 0.94 4.94 7.45 4.98 7.84 MalaCard-T2D Exclusive CMDKP-T2D Exclusive 0.62 3.09 3.24 3.20 4.84 CMDKP-T2D Exclusive MalaCard-T2D Exclusive 0.93 4.04 6.41 4.18 7.19 MalaCard-T2D Exclusive Overlap 1.00 3.96 4.96 4.26 4.77 CMDKP-T2D Exclusive Overlap 0.99 3.19 4.77 3.07 4.79 Overlap Exclusives 0.69 6.36 6.85 5.43 8.99 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) MalaCard-T2D Exclusive CMDKP-T2D 0.05 37.18 31.41 44.95 31.53 CMDKP-T2D Exclusive MalaCard-T2D 0.06 42.80 104.00 59.95 51.11 MalaCard-T2D Exclusive CMDKP-T2D Exclusive 0.02 13.87 7.56 16.12 11.24 CMDKP-T2D Exclusive MalaCard-T2D Exclusive 0.03 13.39 47.52 31.17 28.23 MalaCard-T2D Exclusive Overlap 0.26 236.44 1236.90 850.78 430.36 CMDKP-T2D Exclusive Overlap 0.06 89.22 210.19 122.46 69.66 Overlap Exclusives 0.07 68.18 61.61 69.23 69.57 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 MalaCard-T2D Exclusive 24 24 CMDKP-T2D Exclusive 147 142 CTD-2021H9.3;AL627309.1;CTC-236F12.4;AC022431.2;AL117190.2 Overlap 8 8