Table 5.
Log(ods) and relative Pvalues associated to different single species (SSs) in logistic models
Univariate | Bivariate | Multivariate | |||||||
---|---|---|---|---|---|---|---|---|---|
Predictor | Samples | Log(odds) | AUC | Pvalue | Log(odds) | AUC | Pvalue | Log(odds) | Pvalue |
ggallus | 17 | –2.6 | 0.67 | 2.2e–217 | –1.9 | 0.72 | 5.9e–106 | –1.3 | 1.1e–51 |
ggorilla | 12 | –2.9 | 0.65 | 3.7e–162 | –0.99 | 0.78 | 4e–19 | –0.0092 | 0.95 |
hsapiens | 59 | –4.3 | 0.7 | 1.4e–300 | –1.9 | 0.74 | 7.3e–54 | –1.7 | 2.6e–31 |
mdomestica | 20 | –3.1 | 0.68 | 1.5e–225 | –1.8 | 0.73 | 1.2e–77 | –1 | 3.3e–23 |
mmulatta | 14 | –2.7 | 0.65 | 1e–175 | –1.1 | 0.8 | 2.1e–25 | 0.38 | 0.002 |
mmusculus | 49 | –4 | 0.69 | 6.4e–275 | –2.1 | 0.78 | 1.9e–74 | –1.4 | 1.2e–24 |
oanatinus | 19 | –2.9 | 0.68 | 2.5e–229 | –1.9 | 0.78 | 3.9e–92 | –1.4 | 1.3e–46 |
pabelii | 10 | –2.8 | 0.64 | 3.7e–142 | –1.2 | 0.81 | 1.7e–27 | –0.53 | 2.2e–05 |
ptroglodytes | 28 | –3.1 | 0.67 | 1.5e–204 | –1.2 | 0.77 | 1.6e–27 | –0.36 | 0.01 |
xtropicalis | 13 | –2.7 | 0.65 | 5.5e–176 | –1.8 | 0.78 | 4.4e–79 | –1.5 | 5.3e–56 |
Bivariate models include two predictors: the indicated species plus AS. Note that AS and SSs derive from different expression datasets, GTEx and Necsulea respectively. The bivariate model that include hsapiens (from Necsulea) and AS shows that the contribute of hsapiens to the prediction is significant even if derive from the same specie of AS. The multivariate model consider all SSs but not AS, the AUC in this case is 0.77, the same AUC that we obtain with AS alone