Table 1.
Summary of parameters for PCA, PLS-DA, and OPLS-DA models for rat plasma after administering PPCP or PPAP by oral gavage
1H NMR metabolomics | LC-HRMS metabolomics | |||||
---|---|---|---|---|---|---|
| ||||||
PCA | PLS-DA | OPLS-DA | PCA | PLS-DA | OPLS-DA | |
Na | 5 | 2 | 1Pc+1Od | 4 | 2 | 1Pc+1Od |
R2X(cum)b | 0.783 | 0.433 | 0.433 | 0.516 | 0.428 | 0.428 |
R2Y(cum)b | --- | 0.676 | 0.676 | --- | 0.995 | 0.995 |
Q2(cum)b | 0.513 | 0.254 | 0.291 | 0.521 | 0.982 | 0.974 |
*Correct Classification Rate | --- | --- | --- | --- | 100%±0 | 100%±0 |
N: number of components.
R2X (cum)and R2Y (cum) are the cumulative modeled variations in the X and Y matrix, respectively. Q2Y (cum) is the cumulative predicted variation in the Y matrix.
Predictive component.
Orthogonal component.