Optimisation of Ultrasound-Assisted Extraction Conditions for Phenolic Content and Antioxidant Capacity from Euphorbia tirucalli Using Response Surface Methodology
Abstract
:1. Introduction
2. Experimental Section
2.1. Plant Materials
2.2. Ultrasound-Assisted Extraction (UAE)
2.3. Response Surface Methodology (RSM)
2.4. Determination of Total Phenolic Content (TPC)
Run | Ultrasonic Conditions | Experimental Values (n = 3) | ||||||
---|---|---|---|---|---|---|---|---|
Temperature (°C) | Time (min) | Power (%) * | TPC (mg GAE/g) | Antioxidant Capacity | ||||
ABTS (%) | DPPH (%) | CUPRAC (mM TE/g) | ||||||
1 | 30 | 30 | 80 | 2.99 | 42.81 | 17.80 | 37.07 | |
2 | 30 | 60 | 60 | 2.05 | 56.31 | 21.94 | 42.74 | |
3 | 30 | 60 | 100 | 2.40 | 50.20 | 19.22 | 41.01 | |
4 | 30 | 90 | 80 | 2.34 | 52.59 | 18.12 | 36.61 | |
5 | 45 | 30 | 60 | 2.20 | 74.88 | 25.17 | 56.66 | |
6 | 45 | 30 | 100 | 2.99 | 74.01 | 27.32 | 67.63 | |
7 | 45 | 60 | 80 | 2.71 | 66.07 | 30.25 | 55.67 | |
8 | 45 | 60 | 80 | 3.11 | 46.91 | 18.58 | 38.56 | |
9 | 45 | 60 | 80 | 3.51 | 74.52 | 25.17 | 66.72 | |
10 | 45 | 90 | 60 | 2.63 | 64.23 | 23.43 | 46.81 | |
11 | 45 | 90 | 100 | 3.34 | 74.27 | 30.28 | 67.00 | |
12 | 60 | 30 | 80 | 2.05 | 74.52 | 20.90 | 71.70 | |
13 | 60 | 60 | 60 | 2.39 | 53.82 | 47.46 | 51.95 | |
14 | 60 | 60 | 100 | 2.83 | 69.13 | 43.27 | 57.17 | |
15 | 60 | 90 | 80 | 3.12 | 62.22 | 39.66 | 48.13 |
2.5. Determination of Antioxidant Capacity
2.6. Statistical Analysis
3. Results and Discussion
3.1. Fitting of the Models for Prediction of Total Phenolic Content and Total Antioxidant Capacity
Sources of Variation | TPC | Antioxidant Capacity | ||
---|---|---|---|---|
ABTS | DPPH | CUPRAC | ||
Lack of fit | 0.77 | 0.0007 * | 0.13 | 0.0025 * |
R2 | 0.83 | 0.84 | 0.88 | 0.87 |
Adjusted R2 | 0.53 | 0.54 | 0.67 | 0.65 |
PRESS | 3.73 | 4661.69 | 2121.07 | 4042.87 |
F Ratio of Model | 2.73 | 2.81 | 4.23 | 3.88 |
p of Model > F | 0.14 | 0.13 | 0.06 | 0.07 |
3.2. Effects of Ultrasonic Variables on Total Phenolic Content of E. tirucalli Extracts
3.3. Effects of Ultrasonic Conditions on Antioxidant Capacity of E. tirucalli
Parameter | DF | TPC | Antioxidant Capacity | ||||||
---|---|---|---|---|---|---|---|---|---|
ABTS | DPPH | CUPRAC | |||||||
F | p > F | F | p > F | F | p > F | F | p > F | ||
β0 | 1 | 16.90 | <0.01 * | 16.85 | <0.01 * | 8.91 | <0.01 * | 16.34 | <0.01 * |
β1 | 1 | 0.45 | 0.53 | 7.16 | 0.04 * | 23.92 | 0.00 * | 12.63 | 0.02 * |
β2 | 1 | 1.78 | 0.24 | 0.62 | 0.47 | 1.46 | 0.28 | 0.32 | 0.59 |
β3 | 1 | 6.47 | 0.05 * | 1.78 | 0.24 | 2.22 | 0.20 | 2.98 | 0.15 |
β12 | 1 | 7.24 | 0.04 * | 0.01 | 0.92 | 5.96 | 0.06 | 0.35 | 0.58 |
β13 | 1 | 0.02 | 0.89 | 1.07 | 0.35 | 0.35 | 0.58 | 0.00 | 0.99 |
β23 | 1 | 0.02 | 0.90 | 0.31 | 0.60 | 0.86 | 0.40 | 0.26 | 0.63 |
β11 | 1 | 6.65 | 0.05 * | 7.59 | 0.04 * | 0.85 | 0.40 | 7.26 | 0.04* |
β22 | 1 | 0.11 | 0.75 | 0.00 | 0.96 | 2.17 | 0.20 | 1.89 | 0.23 |
β33 | 1 | 2.50 | 0.17 | 7.75 | 0.04 * | 0.10 | 0.77 | 11.59 | 0.02 * |
3.4. Optimisation of Ultrasonic Extraction Conditions for Total Phenolic Content and Antioxidant Capacity of E. tirucalli
Variables | Values of TPC and Antioxidant Capacity | |
---|---|---|
Predicted | Experimental (n = 4) | |
TPC (mg GAE/g FW) | 3.32 ± 0.74 a | 2.93 ± 0.14 a |
ABTS (%) | 77.26 ± 17.73 a | 71.50 ± 1.06 a |
DPPH (%) | 31.33 ± 12.47 a | 35.24 ± 0.66 a |
CUPRAC (mM TAE/g FW) | 61.77 ± 16.53 a | 54.03 ± 3.53 a |
4. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
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Vuong, Q.V.; Goldsmith, C.D.; Dang, T.T.; Nguyen, V.T.; Bhuyan, D.J.; Sadeqzadeh, E.; Scarlett, C.J.; Bowyer, M.C. Optimisation of Ultrasound-Assisted Extraction Conditions for Phenolic Content and Antioxidant Capacity from Euphorbia tirucalli Using Response Surface Methodology. Antioxidants 2014, 3, 604-617. https://doi.org/10.3390/antiox3030604
Vuong QV, Goldsmith CD, Dang TT, Nguyen VT, Bhuyan DJ, Sadeqzadeh E, Scarlett CJ, Bowyer MC. Optimisation of Ultrasound-Assisted Extraction Conditions for Phenolic Content and Antioxidant Capacity from Euphorbia tirucalli Using Response Surface Methodology. Antioxidants. 2014; 3(3):604-617. https://doi.org/10.3390/antiox3030604
Chicago/Turabian StyleVuong, Quan V., Chloe D. Goldsmith, Trung Thanh Dang, Van Tang Nguyen, Deep Jyoti Bhuyan, Elham Sadeqzadeh, Christopher J. Scarlett, and Michael C. Bowyer. 2014. "Optimisation of Ultrasound-Assisted Extraction Conditions for Phenolic Content and Antioxidant Capacity from Euphorbia tirucalli Using Response Surface Methodology" Antioxidants 3, no. 3: 604-617. https://doi.org/10.3390/antiox3030604
APA StyleVuong, Q. V., Goldsmith, C. D., Dang, T. T., Nguyen, V. T., Bhuyan, D. J., Sadeqzadeh, E., Scarlett, C. J., & Bowyer, M. C. (2014). Optimisation of Ultrasound-Assisted Extraction Conditions for Phenolic Content and Antioxidant Capacity from Euphorbia tirucalli Using Response Surface Methodology. Antioxidants, 3(3), 604-617. https://doi.org/10.3390/antiox3030604