| Literature DB >> 31909247 |
Yasiel Arteaga-Crespo1, Matteo Radice1, Luis Ramón Bravo-Sanchez1, Yudel García-Quintana1, Laura Scalvenzi1.
Abstract
The present study carried out the optimisation of the total polyphenol content (TPC) extraction assisted by ultrasound in Ilex guayusa leaves applying response surface methodology (RSM). Also, the evaluation of the antioxidant activity of the extract obtained under the optimal extraction conditions was performed. The effect of the variables like, time of sonication, temperature, ethanol/water ratio and solid/liquid relationship and the interactions between them were analysed through the use of a factorial design 2ˆ4. The significant factors were considered for the optimisation, employing a Box-Behnken Design, and the TPC as response variables. It was found that a quadratic model was adequate, with an adjusted R2 value of 0.9367. The optimal conditions proposed, by the response surface model were: an extraction temperature of 60 °C, sonication time of 29.9 min and ethanol/water ratio of 76.8/23.2. The optimised leaves extract of I. guayusa show a TPC of 3.46 (±0.17) g gallic acid equivalents/100 g d.w. Radical scavenger activity of the obtained extract at optimum conditions, was performed through the FRAP and ABTS methods, given as result: 0.080 mmol TROLOX equivalents/100 g d.w. and 40.71 μmol TROLOX equivalents/g d.w., respectively. Due to the present findings, I. guayusa extracts can be proposed as a promising component for functional beverages, cosmetic and pharmaceutical formulation.Entities:
Keywords: ABTS; Chemistry; Design expert; Engineering; FRAP; Food science; Natural antioxidants; Natural extracts
Year: 2019 PMID: 31909247 PMCID: PMC6939111 DOI: 10.1016/j.heliyon.2019.e03043
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Level of variables selected in the factorial design and response surface methodology.
| Independent variable | Coded variable level | |||
|---|---|---|---|---|
| Simbol | Low | Central | High | |
| -1 | 0 | 1 | ||
| Sonication time (min) | A | 10 | 20 | 30 |
| Temperature (°C) | B | 30 | 45 | 60 |
| Ethanol/Water (v/v) | C | 70/30 | 80/20 | 90/10 |
| Solid/Liquid (w/v) | D | 1/20 | 1/12.5 | 1/5 |
Figure 1Standardized effects of positive (blue) and negative (orange) factors on ultrasound-assisted extraction of total phenolic compounds. Half-Normal Plot (a), Pareto Chart (b).
Analysis of variance for the selected factorial model.
| Total phenolic compounds | Sum of Squares | df | Mean Square | F Value | p-value Prob > F | |
|---|---|---|---|---|---|---|
| Model | 50.75 | 15 | 3.38 | 36.53 | <0.0001 | Significant |
| A-Time | 1.83 | 1 | 1.83 | 19.75 | 0.0002 | |
| B-Temperature | 7.80 | 1 | 7.80 | 84.16 | <0.0001 | |
| C-Ethanol/Water | 32.53 | 1 | 32.53 | 351.19 | <0.0001 | |
| D-Solid/Liquid | 0.054 | 1 | 0.054 | 0.58 | 0.4557 | |
| AB | 4.46 | 1 | 4.46 | 48.17 | <0.0001 | |
| AC | 0.019 | 1 | 0.019 | 0.20 | 0.6590 | |
| AD | 0.16 | 1 | 0.16 | 1.78 | 0.1968 | |
| BC | 0.47 | 1 | 0.47 | 5.11 | 0.0345 | |
| BD | 5.723E-004 | 1 | 5.723E-004 | 6.180E-003 | 0.9381 | |
| CD | 0.32 | 1 | 0.32 | 3.44 | 0.0776 | |
| ABC | 2.49 | 1 | 2.49 | 26.90 | <0.0001 | |
| ABD | 0.032 | 1 | 0.032 | 0.34 | 0.5647 | |
| ACD | 0.049 | 1 | 0.049 | 0.53 | 0.4731 | |
| BCD | 0.20 | 1 | 0.20 | 2.19 | 0.1538 | |
| ABCD | 0.33 | 1 | 0.33 | 3.58 | 0.0725 | |
| Residual | 1.94 | 21 | 0.093 | |||
| Lack of Fit | 0.27 | 1 | 0.27 | 3.29 | 0.0849 | Not significant |
| Pure Error | 1.67 | 20 | 0.084 | |||
| R-Squared | 0.9631 | |||||
| Adj R-Squared | 0.9367 | |||||
| Pred R-Squared | 0.8831 | |||||
| Adeq Precision | 19.667 |
Box-Behnken experimental design based on independent variables (A, B and C) and experimental and predicted results of the TPC.
| Experiment | A | B | C | TPC (g gallic acid equivalents/100 g d.w.) | |
|---|---|---|---|---|---|
| Temperature (°C) | Time (min) | Ethanol/Water (v/v) | Experimental | Predicted | |
| 1 | 60 | 20 | 90/10 | 0.49 ± 0.01 | 0.51 |
| 2 | 30 | 20 | 90/10 | 0.85 ± 0.02 | 0.80 |
| 3 | 60 | 30 | 80/20 | 3.33 ± 0.06 | 3.21 |
| 4 | 45 | 20 | 80/20 | 2.02 ± 0.04 | 1.92 |
| 5 | 30 | 30 | 80/20 | 2.99 ± 0.06 | 2.94 |
| 6 | 30 | 20 | 70/30 | 2.34 ± 0.02 | 2.32 |
| 7 | 60 | 10 | 80/20 | 2.41 ± 0.05 | 2.46 |
| 8 | 60 | 20 | 70/30 | 2.17 ± 0.05 | 2.21 |
| 9 | 45 | 30 | 70/30 | 2.74 ± 0.03 | 2.81 |
| 10 | 45 | 20 | 80/20 | 2.05 ± 0.04 | 1.92 |
| 11 | 45 | 20 | 80/20 | 1.77 ± 0.03 | 1.92 |
| 12 | 30 | 10 | 80/20 | 3.02 ± 0.08 | 3.14 |
| 13 | 45 | 10 | 90/10 | 0.98 ± 0.02 | 0.91 |
| 14 | 45 | 20 | 80/20 | 1.82 ± 0.05 | 1.92 |
| 15 | 45 | 20 | 80/20 | 1.97 ± 0.04 | 1.92 |
| 16 | 45 | 30 | 90/10 | 1.23 ± 0.02 | 1.32 |
| 17 | 45 | 10 | 70/30 | 2.74 ± 0.05 | 2.65 |
TPC values were expressed as mean of three determinations ±SD.
Figure 2Predicted and experimental relationship of TPC on I. guayusa leaves.
ANOVA of the response surface quadratic polynomial model.
| Total phenolic compounds | Sum of Squares | df | Mean Square | F Value | p-value Prob > F | |
|---|---|---|---|---|---|---|
| Model | 10.38 | 9 | 1.15 | 65.23 | <0.0001 | significant |
| A-Temperature | 0.082 | 1 | 0.082 | 4.62 | 0.0486 | |
| B-Time | 0.16 | 1 | 0.16 | 8.93 | 0.0203 | |
| C-Ethanol/Water | 5.21 | 1 | 5.21 | 294.60 | <0.0001 | |
| AB | 0.23 | 1 | 0.23 | 12.74 | 0.0091 | |
| AC | 8.388E-003 | 1 | 8.388E-003 | 0.47 | 0.5131 | |
| BC | 0.015 | 1 | 0.015 | 0.87 | 0.3818 | |
| A2 | 0.32 | 1 | 0.32 | 18.21 | 0.0037 | |
| B2 | 2.29 | 1 | 2.29 | 129.33 | <0.0001 | |
| C2 | 2.30 | 1 | 2.30 | 130.16 | <0.0001 | |
| Residual | 0.12 | 7 | 0.018 | |||
| Lack of Fit | 0.061 | 3 | 0.020 | 1.31 | 0.3867 | not significant |
| Pure Error | 0.062 | 4 | 0.016 | |||
| Cor Total | 10.50 | 16 | ||||
| R-Squared | 0.9882 | |||||
| Adj R-Squared | 0.9731 | |||||
| Pred R-Squared | 0.8972 | |||||
| Adeq Precision | 26.542 |
Figure 3Response surface graphs (left) and contour graphs (right) show the effects of extraction time and temperature on ethanol/water ratio 76.8/23.2 v/v (a), ethanol/water ratio and temperature extraction at 29.9 min time (b), ethanol/water ratio and time at 60 °C temperature (c) total content of polyphenols.