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).

From: Extraction of lichen bioactive compounds using volatile natural deep eutectic solvents and comparative analytical approaches

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