| Literature DB >> 31336730 |
Yusong Jin1, Yunhui Zhang2, Dongmei Liu3, Dewen Liu4, Chunying Zhang4, Huijuan Qi4, Huiyan Gu5, Lei Yang6, Zhiqiang Zhou7.
Abstract
To explore the optimum conditions for the extraction of anthocyanins and flavonols from bog bilberry (Vaccinium uliginosum L.) marc on a single-factor experimental basis, a response surface methodology was adopted for this intensive study. The extraction procedure was carried out in a Waring blender and followed an ultrasonic bath, and the natural antioxidant carnosic acid was added to inhibit oxidation. The optimum extraction conditions were as follows: a volume fraction of ethanol of 70%, an antioxidant content of 0.02% (the mass of sample) carnosic acid, a liquid-solid ratio of 16 mL/g, a homogenization time of 3 min, a reaction temperature of 55 °C, an ultrasound irradiation frequency of 80 kHz, an ultrasound irradiation power of 200 W, and an ultrasound irradiation time of 40 min. Satisfactory yields of anthocyanins (13.95 ± 0.37 mg/g) and flavonols (3.51 ± 0.16 mg/g) were obtained. The experimental results showed that the carnosic acid played an effective antioxidant role in the extraction process of anthocyanins and flavonols with a green and safety guarantee.Entities:
Keywords: antioxidant capacity; fruit marc; natural antioxidant; polyphenol; response surface methodology
Year: 2019 PMID: 31336730 PMCID: PMC6680774 DOI: 10.3390/molecules24142537
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1HPLC chromatogram for anthocyanins (a) and flavonols (b) in a sample extract.
Figure 2Influence of ethanol concentration on the extraction yields of anthocyanins (A) and flavonols (B); influence of antioxidant species on the extraction yields of anthocyanins (C) and flavonols (D); influence of dosage of CA on the extraction yields of anthocyanins (E) and flavonols (F). CA, carnosic acid; RA, rosmarinic acid; TBHQ, tert-butylhydroquinone; BHT, butylated hydroxytoluene; BHA, butylated hydroxyanisole.
Figure 3Influence of liquid–solid ratio on the extraction yields of anthocyanins (A) and flavonols (B); influence of homogenization time on the extraction yields of anthocyanins (C) and flavonols (D); influence of temperature on the extraction yields of anthocyanins (E) and flavonols (F).
Figure 4Influence of ultrasound irradiation frequency on the extraction yields of anthocyanins (A) and flavonols (B); influence of ultrasound irradiation power on the extraction yields of anthocyanins (C) and flavonols (D); influence of ultrasound irradiation time on extraction yields of anthocyanins (E) and flavonols (F).
Box–Behnken design (BBD) for the actual and predicted values of the yields of anthocyanins and flavonols.
| Run | Factors | Response 1 | Response 2 | ||||
|---|---|---|---|---|---|---|---|
| Ultrasound Irradiation Power (W) | Reaction Temperature (°C) | Ultrasound Irradiation Time (min) | Actual Anthocyanins Yield (mg/g) | Predicted Anthocyanins Yield (mg/g) | Actual Flavonols Yield (mg/g) | Predicted Flavonols Yield (mg/g) | |
| 1 | 120 (−1) | 40 (−1) | 40 (0) | 8.18 | 8.22 | 1.93 | 1.87 |
| 2 | 200 (+1) | 40 (−1) | 40 (0) | 12.97 | 12.81 | 3.01 | 3.06 |
| 3 | 120 (−1) | 60 (+1) | 40 (0) | 9.92 | 10.08 | 2.46 | 2.41 |
| 4 | 200 (+1) | 60 (+1) | 40 (0) | 13.77 | 13.73 | 3.41 | 3.47 |
| 5 | 120 (−1) | 50 (0) | 30 (−1) | 9.22 | 9.02 | 1.81 | 1.86 |
| 6 | 200 (+1) | 50 (0) | 30 (−1) | 13.69 | 13.69 | 3.39 | 3.34 |
| 7 | 120 (−1) | 50 (0) | 50 (+1) | 9.43 | 9.43 | 2.74 | 2.79 |
| 8 | 200 (+1) | 50 (0) | 50 (+1) | 12.80 | 13.00 | 3.62 | 3.57 |
| 9 | 160 (0) | 40 (−1) | 30 (−1) | 10.52 | 10.67 | 2.55 | 2.55 |
| 10 | 160 (0) | 60 (+1) | 30 (−1) | 12.07 | 12.11 | 3.08 | 3.08 |
| 11 | 160 (0) | 40 (−1) | 50 (+1) | 10.61 | 10.57 | 3.18 | 3.18 |
| 12 | 160 (0) | 60 (+1) | 50 (+1) | 12.07 | 11.92 | 3.61 | 3.61 |
| 13 | 160 (0) | 50 (0) | 40 (0) | 12.55 | 12.50 | 3.34 | 3.29 |
| 14 | 160 (0) | 50 (0) | 40 (0) | 12.25 | 12.50 | 3.31 | 3.29 |
| 15 | 160 (0) | 50 (0) | 40 (0) | 12.73 | 12.50 | 3.20 | 3.29 |
| 16 | 160 (0) | 50 (0) | 40 (0) | 12.61 | 12.50 | 3.16 | 3.29 |
| 17 | 160 (0) | 50 (0) | 40 (0) | 12.36 | 12.50 | 3.46 | 3.29 |
The estimated regression coefficients and analysis of variance (ANOVA) for the quadratic models of anthocyanins and flavonols determined from BBD a.
| Source | Sum of Squares | Df | Mean Square | ||||||
|---|---|---|---|---|---|---|---|---|---|
| AC | FV | AC | FV | AC | FV | AC | FV | ||
| Model | 43.72 | 4.64 | 9 | 4.86 | 0.52 | 102.64 | 45.17 | <0.0001 * | <0.0001 * |
|
| 33.95 | 2.52 | 1 | 33.95 | 2.52 | 717.25 | 220.65 | <0.0001 * | <0.0001 * |
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| 3.85 | 0.45 | 1 | 3.85 | 0.45 | 81.35 | 39.10 | <0.0001 * | 0.0004 * |
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| 0.04 | 0.67 | 1 | 0.04 | 0.67 | 0.92 | 58.91 | 0.3696 | 0.0001 * |
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| 0.22 | 0.00 | 1 | 0.22 | 0.00 | 4.67 | 0.37 | 0.0676 | 0.5622 |
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| 0.30 | 0.12 | 1 | 0.30 | 0.12 | 6.39 | 10.73 | 0.0393 * | 0.0136 * |
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| 0.00 | 0.00 | 1 | 0.00 | 0.00 | 0.04 | 0.22 | 0.8420 | 0.6541 |
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| 1.84 | 0.68 | 1 | 1.84 | 0.68 | 38.90 | 59.95 | 0.0004 * | 0.0001 * |
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| 1.66 | 0.15 | 1 | 1.66 | 0.15 | 35.17 | 13.07 | 0.0006 * | 0.0086 * |
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| 1.29 | 0.00 | 1 | 1.29 | 0.00 | 27.28 | 0.00 | 0.0012 * | 0.9889 |
| Residual | 0.33 | 0.08 | 7 | 0.05 | 0.01 | ||||
| Lack of fit | 0.18 | 0.02 | 3 | 0.06 | 0.01 | 1.62 | 0.55 | 0.3187 | 0.6768 |
| Pure error | 0.15 | 0.06 | 4 | 0.04 | 0.01 | ||||
| Cor total | 44.06 | 4.72 | 16 | ||||||
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| AC | 0.22 | 11.63 | 1.87 | 3.14 | 0.9925 | 0.9828 | 0.9287 | 33.01 | |
| FV | 0.11 | 3.02 | 3.54 | 0.46 | 0.9831 | 0.9613 | 0.9026 | 21.26 | |
* Significant at p < 0.05. a X, ultrasound irradiation power (W); X, temperature (°C); X, ultrasound irradiation time (min); Df, degree of freedom; SD, standard deviation; AP, adequacy precision; AC, anthocyanins; FV, flavonols.
Figure 5Optimization of the yields of anthocyanins and flavonols by response surface methodology. The effect of the ultrasound irradiation power and temperature on the extraction yields of anthocyanins (a) and flavonols (d), the effect of the ultrasound irradiation power and ultrasound irradiation time on the extraction yields of anthocyanins (b) and flavonols (e), the effect of the temperature and ultrasound irradiation time on the extraction yields of anthocyanins (c) and flavonols (f).