| Literature DB >> 27403260 |
Davoud Salar Bashi1, Samaneh Attaran Dowom2, Bibi Sedigheh Fazly Bazzaz3, Farhad Khanzadeh4, Vahid Soheili5, Ali Mohammadpour6.
Abstract
OBJECTIVES: To optimize the extraction method using response surface methodology, extract the phenolic compounds, and identify the antioxidant and biological properties of Stachys parviflora L. extracts.Entities:
Keywords: Antioxidant; Biological properties; HPLC; RSM; Stachys parviflora L; ultrasound-assisted extraction
Year: 2016 PMID: 27403260 PMCID: PMC4923474
Source DB: PubMed Journal: Iran J Basic Med Sci ISSN: 2008-3866 Impact factor: 2.699
Independent variables and coded values employed for optimization of the extraction procedure
| Real independent variables | Coded independent variables | ||||
|---|---|---|---|---|---|
| Corner points | Centre points | Star points | |||
| -1.682 | -1 | 0 | +1 | +1.682 | |
| Time treatment (min), X1 | 1.96 | 4 | 7 | 10 | 12.04 |
| UAE treatment (%), X2 | 22.36 | 38 | 70 | 84 | 99.64 |
| Purity of the solvent (%), X3 | 50.14 | 60 | 80 | 89 | 98.86 |
Coded central composite design (CCD) matrices with observed and predicted values for dependent responses of total phenolic content (TPC), total flavonoid content (TFC), inhibition capacity (IC50) and extraction efficiency (EE)
| Test runs | Independent factors levels | Dependent responses | |||||
|---|---|---|---|---|---|---|---|
| Time treatment (min) | UAE treatment (%) | Purity of the solvent (%) | TPC (mg GAE g-1 dry matter) | TFC (mg QEs g-1 dry matter) | DPPH IC50 (µg ml-1) | EE (mg g-1 dry extract) | |
| 13 | 4.00 (-1) | 38.00 (-1) | 60.00 (-1) | 19.45 | 6.15 | 23.28 | 99.32 |
| 6 | 4.00 (-1) | 38.00 (-1) | 89.00 (1) | 19.94 | 6.12 | 24.25 | 99.48 |
| 3 | 4.00 (-1) | 84.00 (1) | 60.00 (-1) | 20.48 | 6.23 | 22.99 | 112.64 |
| 15 | 4.00 (-1) | 84.00 (1) | 89.00 (1) | 20.92 | 6.19 | 23.80 | 108.73 |
| 17 | 10.00 (1) | 38.00 (-1) | 60.00 (-1) | 17.95 | 5.93 | 30.85 | 93.62 |
| 10 | 10.00 (1) | 38.00 (-1) | 89.00 (1) | 18.44 | 5.92 | 31.95 | 97.56 |
| 5 | 10.00 (1) | 84.00 (1) | 60.00 (-1) | 18.98 | 6.01 | 30.31 | 98.43 |
| 1 | 10.00 (1) | 84.00 (1) | 89.00 (1) | 19.48 | 5.97 | 31.37 | 96.15 |
| 12 | 12.05 (+1.682) | 61.00 (0) | 74.50 (0) | 17.96 | 5.80 | 30.78 | 90.34 |
| 7 | 1.95 (-1.682) | 61.00 (0) | 74.50 (0) | 20.40 | 6.15 | 18.20 | 103.17 |
| 4 | 7.00 (0) | 99.68 (+1.682) | 74.50 (0) | 20.12 | 6.22 | 28.18 | 105.46 |
| 9 | 7.00 (0) | 22.32 (-1.682) | 74.50 (0) | 18.45 | 6.12 | 28.87 | 96.16 |
| 11 | 7.00 (0) | 61.00 (0) | 98.89 (+1.682) | 20.44 | 6.05 | 29.60 | 106.99 |
| 2 | 7.00 (0) | 61.00 (0) | 50.11 (-1.682) | 19.69 | 6.08 | 28.01 | 106.70 |
| 8 | 7.00 (0) | 61.00 (0) | 74.50 (0) | 20.47 | 6.16 | 25.96 | 113.32 |
| 14 | 7.00 (0) | 61.00 (0) | 74.50 (0) | 20.47 | 6.17 | 25.94 | 114.12 |
| 16 | 7.00 (0) | 61.00 (0) | 74.50 (0) | 20.48 | 6.17 | 25.90 | 113.98 |
| 18 | 7.00 (0) | 61.00 (0) | 74.50 (0) | 20.48 | 6.16 | 25.92 | 114.45 |
| 19 | 7.00 (0) | 61.00 (0) | 74.50 (0) | 20.44 | 6.16 | 25.90 | 114.14 |
| 20 | 7.00 (0) | 61.00 (0) | 74.50 (0) | 20.45 | 6.17 | 25.90 | 114.34 |
Analysis of variance of the quadratic regression model fitted for total phenolic content (TPC), total flavonoid content (TFC), inhibition capacity (IC50) and extraction efficiency (EE)
| TPC (mg GAE g-1 dry matter)[ | TFC (mg QEs g-1 dry matter)[ | |||||||
|---|---|---|---|---|---|---|---|---|
| Model | Estimate | Std Err | Estimate | Std Err | ||||
| 20.46 | 0.0084 | <0.0001 | 4336.01 | 6.16 | 0.0027 | <0.0001 | 611.30 | |
| X1 | -0.74 | 0.0055 | <0.0001 | 17327.23 | -0.11 | 0.0018 | <0.0001 | 3392.48 |
| X2 | 0.50 | 0.0055 | <0.0001 | 8151.07 | 0.03 | 0.0018 | <0.0001 | 324.74 |
| X3 | 0.23 | 0.0055 | <0.0001 | 1738.54 | -0.01 | 0.0018 | <0.0001 | 46.98 |
| X1X2 | 0.01 | 0.0073 | 0.3284 | 1.06 | 0.00 | 0.0023 | 0.3181 | 1.10 |
| X1X3 | 0.01 | 0.0073 | 0.3284 | 1.06 | 0.00 | 0.0023 | 0.3181 | 1.10 |
| X2X3 | -0.01 | 0.0073 | 0.5089 | 0.47 | -0.01 | 0.0023 | 0.0619 | 4.42 |
| X12 | -0.45 | 0.0054 | <0.0001 | 6953.01 | -0.07 | 0.0017 | <0.0001 | 1428.48 |
| X22 | -0.42 | 0.0054 | <0.0001 | 5860.78 | 0.00 | 0.0017 | 0.2924 | 1.24 |
| X32 | -0.14 | 0.0054 | <0.0001 | 667.01 | -0.04 | 0.0017 | <0.0001 | 393.56 |
The R square obtained in fit statistics for the response model of total phenolic content (TPC) was 0.9997
The R square obtained in fit statistics for the response model of total flavonoid content (TFC) was 0.9982
The R square obtained in fit statistics for the response model of 2,2-diphenyl-1-picrylhydrazil (DPPH) was 1.000
The R square obtained in fit statistics for the response model of extraction efficiency (EE) was 0.9973
Figure 2Scanning electron micrographs (SEM) from Stachys parviflora surface, (a) untreated sample, (b) maceration, (c) optimized ultrasound-assisted extraction (UAE) (4 min treatment time, 74.5 % high-intensity and 74.2 % solvent purity)
Figure 3High performance liquid chromatography (HPLC) chromatogram from Stachys parviflora optimized UAE extract
Antibacterial activity of Stachys parviflora extracts
| Microorganism | MIC[ | MBC[ | Positive control | MIC (mg ml-1) | ||
|---|---|---|---|---|---|---|
| Maceration | Optimized UAE | Maceration | Optimized UAE | |||
| 20 | 40 | >40 | >40 | Gentamicin | 0.005 | |
| 20 | 20 | >40 | 40 | |||
| 10 | 20 | 40 | 20 | |||
| 20 | 10 | 20 | 10 | Amikacin | 0.004 | |
| 20 | 10 | 40 | 10 | |||
| 40 | 40 | 40 | 40 | |||
MIC: Minimum inhibitory concentration,
MBC: Minimum bactericidal concentration
Mycelial growth inhibition (MGI) of different Stachys parviflora extracts against Penicillium expansum
| Extract concentration (mg/ml) | Diameter (mm) | Mycelia growth inhibition MGI (%) | |||||
|---|---|---|---|---|---|---|---|
| Maceration | Optimized UAE | Control zone | |||||
| Test zone | Result zone | Test zone | Result zone | Maceration | Optimized UAE | ||
| 0.305 | 47.37 | - | 28.69 | 0.68 | Tr | 2.32[ | |
| 0.612 | 40.53 | - | 27.61 | 1.76 | Tr | 5.99[ | |
| 1.25 | 37.14 | - | 25.13 | 4.24 | Tr | 14.44[ | |
| 2.5 | 33.65 | - | 23.04 | 6.32 | Tr | 21.52[ | |
| 5 | 31.42 | - | 20.32 | 9.04 | 29.37 | Tr | 30.78[ |
| 10 | 28.33 | 1.04 | 12.47 | 16.89 | 3.54[ | 57.51[ | |
| 20 | 27.32 | 2.05 | 8.23 | 21.13 | 6.98[ | 71.94[ | |
| 40 | 25.28 | 4.09 | 4.27 | 25.10 | 13.93[ | 85.46[ | |
| 80 | 23.96 | 5.41 | 1.36 | 28.01 | 18.42[ | 95.37[ | |
| 160 | 20.92 | 8.45 | 0.00 | 29.37 | 28.77[ | 100.00[ | |
Fungistatic; tr: Trace
Choosing the best model for total phenolic content (TPC), total flavonoid content (TFC), inhibition capacity (IC50) and extraction efficiency (EE)
| Source | TPC (mg GAE g-1 dry matter) | TFC (mg QEs g-1 dry matter) | |||||||
|---|---|---|---|---|---|---|---|---|---|
| DF | Lack of fit ( | Adjusted R2 | Predicted R2 | Lack of fit ( | Adjusted R2 | Predicted R2 | |||
| Linear | 3 | 0.0002 | <0.0001 | 0.6405 | 0.5695 | 0.0003 | <0.0001 | 0.6235 | 0.5034 |
| 2fi | 3 | 1.0000 | <0.0001 | 0.5576 | 0.2720 | 0.9970 | <0.0001 | 0.5384 | 0.3095 |
| Quadratic | 3 | <0.0001 | 0.2093 | 0.9995 | 0.9985 | <0.0001 | 0.2294 | 0.9966 | 0.9896 |
| Cubic | 4 | 0.1120 | 0.6207 | 0.9997 | 0.9989 | 0.1149 | 0.7685 | 0.9981 | 0.9966 |
Figure 1Response surface plots and contour plots show the effect of (a) ultrasound-assisted extraction (UAE) and time, (b) time and the purity of the solvent, and (c) UAE and the purity of the solvent on response of total phenolic content (TPC) (A), total flavonoid content (TFC) (B), radical scavenging capacity (RSC) (C), and extraction efficiency (EE) (D) of Stachys parviflor extracts