Table 1 Validation parameter values of OPLS-DA models using whole untargeted datasets (PC = Principal Components; IM = Ionization Mode).
Colon tissue samples | Nr PC | R2Y | Q2 | CV-ANOVA P value | Permutation testing |
|---|---|---|---|---|---|
Polar metabolomics (+ and – IM) | 1 + 1 + 0 | 0.978 | 0.938 | < 0.001 | OK |
Lipidomics (+ IM) | 1 + 1 + 0 | 0.939 | 0.830 | < 0.001 | OK |
Lipidomics (- IM) | 1 + 2 + 0 | 0.897 | 0.713 | < 0.001 | OK |
Colon cell line samples | Nr of PC | R2Y | Q2 | CV-ANOVA P value | Permutation testing |
|---|---|---|---|---|---|
Polar metabolomics (+ and – IM) | 1 + 1 + 0 | 0.962 | 0.943 | < 0.001 | OK |
Lipidomics (+ IM) | 1 + 1 + 0 | 0.719 | 0.674 | < 0.001 | OK |
Lipidomics (− IM) | 1 + 1 + 0 | 0.962 | 0.943 | 0.0054 | OK |