Table 1 Fitting statistics, analysis of variance and regression coefficients of the models constructed for each specialised metabolite of H. physodes. Variable coded: X1: menthol/camphor ratio; X2: liquid/solid ratio (volume/mass); X3: temperature of extraction (°C); X4: time of extraction (min).
Physodalic acid | 3-Hydroxyphysodic acid | ||||
|---|---|---|---|---|---|
R2 | 0.6773 | R2 | 0.5825 | ||
Adjusted R2 | 0.6325 | Adjusted R2 | 0.5109 | ||
Predicted R2 | 0.5640 | Predicted R2 | 0.4185 | ||
Adeq Precision | 12.6736 | Adeq precision | 10.7845 | ||
Term | Coefficient estimate | p-value | Term | Coefficient estimate | p-value |
|---|---|---|---|---|---|
Intercept | 28.72 | Intercept | 37.05 | ||
\(\:{X}_{1}\) | − 0.0529 | 0.9626 | \(\:{X}_{1}\) | − 1.53 | 0.1739 |
\(\:{X}_{2}\) | 8.86 | < 0.0001 | \(\:{X}_{2}\) | 2.14 | 0.1006 |
\(\:{X}_{3}\) | 1.61 | 0.1814 | \(\:{X}_{3}\) | − 0.0489 | 0.9667 |
\(\:{X}_{4}\) | 2.68 | 0.0188 | \(\:{X}_{4}\) | 4.66 | 0.0005 |
\(\:{\text{X}}_{2}^{2}\) | − 3.87 | 0.0270 | \(\:{X}_{2}{X}_{3}\) | 5.82 | 0.0009 |
\(\:{X}_{3}{X}_{4}\) | − 3.04 | 0.0597 | |||
Model | < 0.0001 | Model | < 0.0001 | ||
Lack of fit | 0.3149 | Lack of fit | 0.4545 |
Physodic acid | Atranorin | ||||
|---|---|---|---|---|---|
R2 | 0.6899 | R2 | 0.6722 | ||
Adjusted R2 | 0.6468 | Adjusted R2 | 0.616 | ||
Predicted R2 | 0.5984 | Predicted R2 | 0.5487 | ||
Adeq Precision | 13.9396 | Adeq Precision | 13.3099 | ||
Term | Coefficient estimate | p-value | Term | Coefficient estimate | p-value |
|---|---|---|---|---|---|
Intercept | 18.77 | Intercept | 8.37 | ||
\(\:{X}_{1}\) | − 0.1615 | 0.8375 | \(\:{X}_{1}\) | 0.2526 | 0.5214 |
\(\:{X}_{2}\) | 6.25 | < 0.0001 | \(\:{X}_{2}\) | 2.64 | < 0.0001 |
\(\:{X}_{3}\) | 1.33 | 0.1143 | \(\:{X}_{3}\) | 0.6491 | 0.1299 |
\(\:{X}_{4}\) | 3.16 | 0.0008 | \(\:{X}_{4}\) | 2.20 | < 0.0001 |
\(\:{X}_{3}{X}_{4}\) | − 2.16 | 0.0546 | \(\:{X}_{3}{X}_{4}\) | − 1.29 | 0.0234 |
\(\:{\text{X}}_{3}^{2}\) | − 1.04 | 0.0797 | |||
Model | < 0.0001 | Model | < 0.0001 | ||
Lack of fit | 0.537 | Lack of fit | 0.6752 |
Chloroatranorin | Total lichen metabolites | ||||
|---|---|---|---|---|---|
R2 | 0.6424 | R2 | 0.6908 | ||
Adjusted R2 | 0.6037 | Adjusted R2 | 0.6478 | ||
Predicted R2 | 0.5544 | Predicted R2 | 0.5951 | ||
Adeq Precision | 15.7748 | Adeq Precision | 14.5509 | ||
Term | Coefficient estimate | p-value | Term | Coefficient estimate | p-value |
|---|---|---|---|---|---|
Intercept | 2.11 | Intercept | 84.33 | ||
\(\:{X}_{1}\) | 0.1696 | 0.1786 | \(\:{X}_{1}\) | − 1.72 | 0.5634 |
\(\:{X}_{2}\) | 0.8749 | < 0.0001 | \(\:{X}_{2}\) | 23.22 | < 0.0001 |
\(\:{X}_{3}\) | 0.1674 | 0.1983 | \(\:{X}_{3}\) | 3.12 | 0.3221 |
\(\:{X}_{4}\) | 0.5128 | 0.0001 | \(\:{X}_{4}\) | 13.94 | 0.0001 |
\(\:{X}_{3}{X}_{4}\) | − 9.06 | 0.0343 | |||
Model | < 0.0001 | Model | < 0.0001 | ||
Lack of fit | 0.4449 | Lack of fit | 0.5643 |