| Literature DB >> 31357622 |
Ivana Savic Gajic1, Ivan Savic2, Ivana Boskov2, Stanko Žerajić2, Ivana Markovic3, Dragoljub Gajic4.
Abstract
The aim of this study was to optimize the ultrasound-assisted extraction of phenolic compounds from black locust (Robiniae pseudoacaciae) flowers using central composite design. The ethanol concentration (33-67%), extraction temperature (33-67 °C), and extraction time (17-33 min) were analyzed as the factors that impact the total phenolic content. The liquid-to-solid ratio of 10 cm3 g-1 was the same during extractions. The optimal conditions were found to be 59 °C, 60% (v/v) ethanol, and extraction time of 30 min. The total phenolic content (TPC = 3.12 gGAE 100 g-1 dry plant material) and antioxidant activity (IC50 = 120.5 µg cm-3) of the extract obtained by ultrasound-assisted extraction were compared with those obtained by maceration (TPC = 2.54 gGAE 100 g-1 dry plant material, IC50 = 150.6 µg cm-3) and Soxhlet extraction (TPC = 3.22 gGAE 100 g-1 dry plant material, IC50 = 204.2 µg cm-3). The ultrasound-assisted extraction gave higher total phenolic content and better antioxidant activity for shorter extraction time so that it represents the technique of choice for the extraction of phenolic compounds. The obtained extract, as the source of antioxidants, can be applied in the pharmaceutical and food industries.Entities:
Keywords: antioxidants; central composite design; extraction; optimization; phenolic compounds
Year: 2019 PMID: 31357622 PMCID: PMC6719120 DOI: 10.3390/antiox8080248
Source DB: PubMed Journal: Antioxidants (Basel) ISSN: 2076-3921
The experimental conditions for extraction of phenolic compounds from black locust flowers previously reported in the literature.
| Extraction Technique | Solvent | Temperature (°C) | Extraction Time (min) | Optimization of Factors | Ref. |
|---|---|---|---|---|---|
| Magnetic stirrer | Ethanol | Room | 720 | No | [ |
| Reflux | Acetone | - | 30 | No | [ |
| Maceration | Methanol | Room | - | No | [ |
| Maceration | Water | 100 | 15 | No | [ |
| Soxhlet | Ethyl acetate, acetone, methanol | - | 300 | No | [ |
| Soxhlet | Ethanol | - | - | No | [ |
| Microwave | Ethanol | - | 2 | Box–Behnken design | [ |
Experimental design space for the extraction of phenolic compounds from black locust flowers.
| Factors | Coded | Levels | ||||
|---|---|---|---|---|---|---|
| −1.68 | −1 | 0 | +1 | +1.68 | ||
| ethanol concentration [%] |
| 33 | 40 | 50 | 60 | 67 |
| extraction temperature [°C] |
| 33 | 40 | 50 | 60 | 67 |
| extraction time [min] |
| 17 | 20 | 25 | 30 | 33 |
Matrix of central composite design for three factors with total phenolic content.
| Standard Order | Ru Order | |||||
|---|---|---|---|---|---|---|
| Experimental | Predicted | |||||
| 11 | 1 | 50 (0) | 33 (−1.68) | 25 (0) | 2.71 | 2.72 |
| 8 | 2 | 60 (+1) | 60 (+1) | 30 (+1) | 3.15 | 3.19 |
| 9 | 3 | 33 (−1.68) | 50 (0) | 25 (0) | 2.65 | 2.73 |
| 10 | 4 | 67 (+1.68) | 50 (0) | 25 (0) | 3.02 | 3.02 |
| 5 | 5 | 40 (−1) | 40 (−1) | 30 (+1) | 2.58 | 2.55 |
| 17 | 6 | 50 (0) | 50 (0) | 25 (0) | 2.85 | 2.88 |
| 16 | 7 | 50 (0) | 50 (0) | 25 (0) | 2.91 | 2.88 |
| 3 | 8 | 40 (−1) | 60 (+1) | 20 (−1) | 2.71 | 2.69 |
| 12 | 9 | 50 (0) | 67 (+1.68) | 25 (0) | 3.12 | 3.04 |
| 7 | 10 | 40 (−1) | 60 (+1) | 30 (+1) | 3.11 | 3.16 |
| 18 | 11 | 50 (0) | 50 (0) | 25 (0) | 2.92 | 2.88 |
| 13 | 12 | 50 (0) | 50 (0) | 17 (−1.68) | 2.33 | 2.35 |
| 6 | 13 | 60 (+1) | 40 (−1) | 30 (+1) | 3.00 | 3.04 |
| 2 | 14 | 60 (+1) | 40 (−1) | 20 (−1) | 2.81 | 2.78 |
| 15 | 15 | 50 (0) | 50 (0) | 25 (0) | 2.91 | 2.88 |
| 4 | 16 | 60 (+1) | 60 (+1) | 20 (−1) | 2.48 | 2.54 |
| 14 | 17 | 50 (0) | 50 (0) | 33 (+1.68) | 3.02 | 2.97 |
| 1 | 18 | 40 (−1) | 40 (−1) | 20 (−1) | 2.48 | 2.46 |
Analysis of variance (ANOVA) of the quadratic response surface model.
| Source | SS | df | MS | ||
|---|---|---|---|---|---|
| Model | 0.9795 | 9 | 0.1088 | 34.64 | <0.0001 * |
|
| 0.1023 | 1 | 0.1023 | 32.57 | 0.0005 * |
|
| 0.1180 | 1 | 0.1180 | 37.56 | 0.0003 * |
|
| 0.4652 | 1 | 0.4652 | 148.04 | <0.0001 * |
|
| 0.1105 | 1 | 0.1105 | 35.15 | 0.0004 * |
|
| 0.0162 | 1 | 0.0162 | 5.16 | 0.0528 ** |
|
| 0.0761 | 1 | 0.0761 | 24.20 | 0.0012 * |
|
| 0.0078 | 1 | 0.0078 | 2.50 | 0.1529 ** |
|
| 0.0001 | 1 | 0.0001 | 0.05 | 0.8351 ** |
|
| 0.0839 | 1 | 0.0839 | 26.72 | 0.0009 * |
| Residual | 0.0251 | 8 | 0.0031 | ||
| Lack-of-fit | 0.0221 | 5 | 0.0044 | 4.30 | 0.1296 ** |
| Pure error | 0.0031 | 3 | 0.0010 | ||
| Corrected total | 1.0046 | 17 | |||
| Std. Dev. | 0.06 |
| 0.975 | ||
| Mean | 2.82 | Adj- | 0.947 | ||
| C.V. % | 1.99 | Pred- | 0.821 | ||
| PRESS | 0.18 | Adequate precision | 19.8 | ||
* statistically significant; ** not statistically significant.
Estimated regression coefficients in the polynomial equation.
| Coefficient | Parameter Estimate | Standard Error |
|---|---|---|
| Intercept | 2.898 | 0.028 |
|
| 0.087 | 0.015 |
|
| 0.093 | 0.015 |
|
| 0.185 | 0.015 |
|
| −0.118 | 0.020 |
|
| 0.045 | 0.020 |
|
| 0.098 | 0.020 |
|
| −0.025 | 0.016 |
|
| 0.003 | 0.016 |
|
| −0.082 | 0.016 |
Figure 1Normal probability plot of studentized residuals for the reduced polynomial model.
Figure 2Cook’s distance for the reduced polynomial model.
Figure 3The impacts of: (a) ethanol concentration and extraction temperature for 25 min; (b) ethanol concentration and extraction time at 50 °C; and (c) extraction temperature and extraction time using 50% (v/v) ethanol on the TPC.
The comparison of UAE with maceration and Soxhlet extraction.
| Extraction Technique | Extraction Temperature [°C] | Ethanol Concentration [%] | Extraction Time [h] | TPC [gGAE 100 g−1 d.p.m.] | IC50 [µg cm−3] |
|---|---|---|---|---|---|
| UAE | 59 | 60 | 0.5 | 3.12 | 120.5 |
| Maceration | 25 | 60 | 24 | 2.54 | 150.6 |
| Soxhlet Extraction | 90 | 60 | 6 | 3.22 | 204.2 |
Figure 4SEM (scanning electron microscopy) micrographs of black locust flowers: (a) without treatment; (b) after maceration; (c) after Soxhlet extraction, and (d) after the UAE (Ultrasound-assisted extraction).