Table 2.
Log(ods) and relative Pvalues associated to different tissues in logistic models
| Univariate | Bivariate | Multivariate | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Predictor | Samples | Log(odds) | AUC | Pvalue | Log(odds) | AUC | Pvalue | Log(odds) | Pvalue |
| Adipose_Tissue | 159 | –3.9 | 0.75 | <1e-256 | –1.7 | 0.8 | 2.4e-214 | –0.69 | 1e-11 |
| Adrenal_Gland | 52 | –3.6 | 0.72 | <1e-256 | –1.7 | 0.79 | 5.7e-149 | –0.49 | 1.2e-07 |
| Bladder | 11 | –1.9 | 0.65 | 7.8e-206 | –0.59 | 0.77 | 3.1e-24 | –0.05 | 0.53 |
| Blood | 245 | –3.4 | 0.75 | <1e-256 | –1.2 | 0.79 | 2.6e-115 | –0.33 | 0.00018 |
| Blood_Vessel | 263 | –4.2 | 0.75 | <1e-256 | –1.6 | 0.8 | 2.5e-198 | –0.18 | 0.11 |
| Brain | 357 | –3.4 | 0.72 | <1e-256 | –1.6 | 0.79 | 3.5e-108 | –0.32 | 0.00029 |
| Breast | 66 | –3.2 | 0.71 | <1e-256 | –1.2 | 0.79 | 5.5e-131 | –0.03 | 0.76 |
| Cervix_Uteri | 9 | –2.5 | 0.65 | 5.8e-290 | –0.85 | 0.78 | 4.1e-42 | –0.16 | 0.1 |
| Colon | 74 | –3.4 | 0.71 | <1e-256 | –1.2 | 0.79 | 2.3e-124 | –0.25 | 0.018 |
| Esophagus | 227 | –3.8 | 0.74 | <1e-256 | –1.4 | 0.79 | 1.1e-155 | –0.29 | 0.0073 |
| Fallopian_Tube | 6 | –1.8 | 0.62 | 3.1e-182 | –0.76 | 0.77 | 1e-16 | –0.01 | 0.93 |
| Heart | 133 | –4.1 | 0.78 | <1e-256 | –1.7 | 0.81 | 8.5e-298 | –0.64 | 1.7e-10 |
| Kidney | 8 | –2.2 | 0.74 | <1e-256 | –0.89 | 0.79 | 1.7e-119 | –0.47 | 5.6e-16 |
| Liver | 34 | –3.3 | 0.73 | <1e-256 | –1.4 | 0.79 | 8.5e-166 | –0.42 | 1.3e-06 |
| Lung | 133 | –3.8 | 0.74 | <1e-256 | –1.5 | 0.79 | 2.4e-188 | –0.28 | 0.0061 |
| Muscle | 157 | –3.9 | 0.78 | <1e-256 | –1.7 | 0.81 | 2.4e-294 | –0.98 | 2.6e-27 |
| Nerve | 114 | –3.7 | 0.72 | <1e-256 | –1.4 | 0.79 | 4.2e-148 | 0.12 | 0.29 |
| Ovary | 35 | –2.8 | 0.68 | <1e-256 | –1.2 | 0.78 | 3.6e-83 | –0.08 | 0.4 |
| Pancreas | 65 | –3.8 | 0.79 | <1e-256 | –2 | 0.82 | <1e-256 | –1.1 | 2.5e-43 |
| Pituitary | 22 | –1.8 | 0.66 | 7.3e-261 | –0.69 | 0.78 | 4.1e-47 | –0.08 | 0.33 |
| Prostate | 42 | –3.1 | 0.7 | <1e-256 | –1.1 | 0.78 | 1.9e-92 | 0.04 | 0.7 |
| Salivary_Gland | 5 | –0.46 | 0.6 | 2.9e-27 | 0.09 | 0.77 | 0.21 | 0.37 | 2.3e-08 |
| Skin | 322 | –3.7 | 0.72 | <1e-256 | –1.6 | 0.79 | 1.5e-129 | –0.57 | 7.4e-10 |
| Small_Intestine | 17 | –2.5 | 0.66 | <1e-256 | –0.81 | 0.78 | 6.6e-40 | –0.03 | 0.76 |
| Spleen | 34 | –2.7 | 0.67 | <1e-256 | –1 | 0.78 | 5.4e-72 | 0.03 | 0.7 |
| Stomach | 81 | –3.7 | 0.74 | <1e-256 | –1.6 | 0.79 | 1e-152 | –0.23 | 0.028 |
| Testis | 60 | –3 | 0.67 | <1e-256 | –1.2 | 0.78 | 6.2e-78 | –0.35 | 0.00012 |
| Thyroid | 120 | –3.6 | 0.72 | <1e-256 | –1.4 | 0.79 | 1.1e-140 | 0.19 | 0.071 |
| Uterus | 36 | –2.7 | 0.68 | <1e-256 | –0.99 | 0.78 | 9.1e-70 | 0.06 | 0.54 |
| Vagina | 34 | –3 | 0.7 | <1e-256 | –1.2 | 0.78 | 1.4e-93 | 0.12 | 0.25 |
| AS | 2921 | –3.7 | 0.77 | <1e-256 | –1.2 | 5.9e-51 | |||
Bivariate models include two predictors: the indicated TS plus AS, the AUC is relative to the entire model. The multivariate model include all the predictors, in this case the AUC is 0.85