| Literature DB >> 24979404 |
Jixiang Lai1, Huifang Wang1, Donghui Wang1, Fang Fang1, Fengzhong Wang2, Tao Wu3.
Abstract
For the first time, response surface methodology (RSM) using a Box-Behnken Design (BBD) was employed to optimize the conditions for ultrasonic assisted extraction (UAE) of antioxidants from Chinese sumac (Rhus typhina L.) fruits. Initially, influencing factors such as liquid-solid ratio, duration of ultrasonic assisted extraction, pH range, extraction temperature and ethanol concentration were identified using single-factor experiments. Then, with respect to the three most significant influencing factors, the extraction process focusing on the DPPH· scavenging capacity of antioxidants was optimized using RSM. Results showed that the optimal conditions for antioxidant extraction were 13.03:1 (mL/g) liquid-solid ratio, 16.86 min extraction time and 40.51% (v/v) ethanol, and the desirability was 0.681. The UPLC-ESI-MS analysis results revealed eleven kinds of phenolic compounds, including four major rare anthocyanins, among the antioxidants. All these results suggest that UAE is efficient at extracting antioxidants and has the potential to be used in industry for this purpose.Entities:
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Year: 2014 PMID: 24979404 PMCID: PMC6270944 DOI: 10.3390/molecules19079019
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1The influence of (A) extraction time; (B) Liquid-solid ratio; (C) Extraction temperature; (D) pH of extraction solvent and (E) Ethanol concentration on antioxidant activities of extraction.
Response surface analysis program and results for sumac extract.
| Run | Factor1 | Factor2 | Factor3 | DPPH· Scavenging |
|---|---|---|---|---|
| 1 | 20 | 35 | 10:1 | 82.03 |
| 2 | 40 | 20 | 10:1 | 91.77 |
| 3 | 60 | 35 | 10:1 | 79.62 |
| 4 | 40 | 5 | 15:1 | 90.43 |
| 5 | 20 | 5 | 10:1 | 81.28 |
| 6 | 60 | 5 | 10:1 | 86.37 |
| 7 | 40 | 35 | 15:1 | 88.38 |
| 8 | 40 | 20 | 10:1 | 92.08 |
| 9 | 20 | 20 | 15:1 | 85.97 |
| 10 | 20 | 20 | 5:1 | 77.10 |
| 11 | 40 | 20 | 10:1 | 92.60 |
| 12 | 40 | 35 | 5:1 | 82.95 |
| 13 | 40 | 20 | 10:1 | 91.47 |
| 14 | 40 | 20 | 10:1 | 90.95 |
| 15 | 60 | 20 | 5:1 | 85.17 |
| 16 | 60 | 20 | 15:1 | 85.25 |
| 17 | 40 | 5 | 5:1 | 84.15 |
ANOVA for Response Surface Quadratic Model: Analysis of variance table [Partial sum of squares].
| Source | Sum of Squares | DF | Mean Square | F Value | Prob > F | significant |
|---|---|---|---|---|---|---|
| Model | 357.60 | 9 | 39.73 | 45.07 | <0.0001 | significant |
| A | 12.58 | 1 | 12.58 | 14.26 | 0.0069 | |
| B | 10.70 | 1 | 10.70 | 12.13 | 0.0102 | |
| C | 53.35 | 1 | 53.35 | 60.52 | 0.0001 | |
| A2 | 165.90 | 1 | 165.90 | 188.19 | <0.0001 | |
| B2 | 42.36 | 1 | 42.36 | 48.06 | 0.0002 | |
| C2 | 19.00 | 1 | 19.00 | 21.56 | 0.0024 | |
| AB | 14.06 | 1 | 14.06 | 15.95 | 0.0052 | |
| AC | 19.32 | 1 | 19.32 | 21.91 | 0.0023 | |
| BC | 0.18 | 1 | 0.18 | 0.20 | 0.6645 | |
| Residual | 6.17 | 7 | 0.88 | |||
| Lack of Fit | 4.62 | 3 | 1.54 | 3.98 | 0.1075 | not significant |
| Pure Error | 1.55 | 4 | 0.39 | |||
| Cor Total | 363.77 | 16 |
Analysis of RSM model.
| Standard Deviation | 0.94 | R-Squared | 0.9830 |
|---|---|---|---|
| Mean | 86.33 | Adj R-Squared | 0.9612 |
| Coefficient Of Variation | 1.09 | Pred R-Squared | 0.7900 |
| PRESS | 76.40 | Adeq Precision | 20.046 |
Figure 2Analysis of RSM model: (A) Normal Plot of Residuals; (B) Residuals vs. Predicted; (C) Predicted vs. Actual; (D) Residuals vs. Run.
Figure 3Response surfaces and contour plots showing: (A) the effects of ethanol concentration and extraction time on DPPH· scavenging rate Y = (A, B); (B) the effects of ethanol concentration and liquid-solid ratio on DPPH· scavenging rate Y = (A, C); (C) the effects of extraction time and liquid-solid ratio on DPPH· scavenging rate Y = (B, C).
Figure 4UPLC-MS total Ion chromatographic profile of Chinese sumac: (A) electrospray ion source (ESI) operating in negative mode; (B) ESI operating in positive mode.
Peak assignment, retention time (Rt) and mass spectral data of compounds detected in Chinese sumac fruits.
| Peak | Rt | Primary | Proposed Identity |
|---|---|---|---|
| 1 | 1.74 | [M−] 169.0 | Gallic acid |
| 2 | 2.66 | [M−] 341.0 | Caffeic acid - |
| 3 | 3.20 | [M−] 341.0 | Caffeic acid - |
| 4 | 3.63 | [M−] 341.0 | Caffeic acid - |
| 5 | 4.85 | [M−] 301.0 | Ellagic acid |
| 6 | 5.23 | [M−] 447.0 | Quercetin-3-rhamnoside |
| 7 | 6.67 | [M−] 301.0 | Quercetin |
| 8 | 4.04 | [M+] 615.0 | 7- |
| 9 | 4.96 | [M+] 925.0 | 7- |
| 10 | 5.36 | [M+] 909.2 | 7- |
| 11 | 6.71 | [M+] 747.0 | 7- |
Factors and levels of RSM.
| Levels | Independent Variables | ||
|---|---|---|---|
| A: Ethanol Concentration (%) | B : Time (min) | C: Liquid-Solid Ratio (mL/g) | |
| −1 | 20 | 5 | 5:1 |
| 0 | 40 | 20 | 10:1 |
| 1 | 60 | 35 | 15:1 |