| Literature DB >> 35889219 |
Fang Wang1, Shuo Zhang1, Guowei Deng1, Kun Xu1, Haiyan Xu2, Jialei Liu3.
Abstract
This study aimed to develop an effective technique for extracting total anthocyanins from purple sweet potato (Mianzishu 9) (PSP9) by ultrasound-assisted compound enzymatic extraction (UAEE). Single-factor experiments, Plackett-Burman experimental design, and response surface methodology were utilized for optimizing extraction conditions, and the antioxidant activities were evaluated. Anthocyanins were also measured using an ultra-performance liquid chromatograph linked to a mass spectrometer (UPLC-MS). The maximum yield of total anthocyanins was 2.27 mg/g under the following conditions: the ethanol concentration was 78%, the material-to-liquid ratio was 1:15 g/mL, the enzyme ratio (cellulase: pectinase: papain) was 2:2:1 and its hydrolysis was at 41 °C, pH = 4.5, 1.5 h, the ultrasonication was at 48 °C and conducted twice for 20 min each time. In addition to higher yield, anthocyanins extracted from purple sweet potato by UAEE showed great ability to scavenge DPPH (IC50 of 0.089 μg/mL) and hydroxyl radicals (IC50 of 100.229 μg/mL). Five anthocyanins were found in the purple sweet potato extract from UAEE. Taken together, the ultrasound-assisted compound enzymatic method can rapidly and effectively extract anthocyanins with greater antioxidant capacity from purple sweet potato.Entities:
Keywords: anthocyanins; antioxidant activity; purple sweet potato; response surface methodology; ultrasound-assisted compound enzymatic extraction
Mesh:
Substances:
Year: 2022 PMID: 35889219 PMCID: PMC9317032 DOI: 10.3390/molecules27144344
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.927
Figure 1Effects of compound enzyme dosage (A), compound enzyme ratio (cellulase: pectinase: papain) (B), enzymatic hydrolysis pH (C), enzymatic hydrolysis temperature (D), enzymolysis time (E), material-to-liquid ratio (F), ethanol concentration (G), ultrasound time (H), ultrasound temperature (I), and number of ultrasonication sessions (J) on total anthocyanin extraction yield.
Analysis of variance and regression analysis of PBD data for the prediction of significant extraction variables a.
| Scheme | Sum of Squares | df | Mean Squares | F-Value | Regression Coefficient | |
|---|---|---|---|---|---|---|
| Model b | 0.16 | 6 | 0.027 | 28.21 | 1.96 | 0.0011 |
| X1 | 0.035 | 1 | 0.035 | 37.13 | −0.054 | 0.0017 ** |
| X2 | 0.0002 | 1 | 0.0002 | 0.21 | 0.00408 | 0.6664 |
| X3 | 0.0095 | 1 | 0.0095 | 9.94 | 0.028 | 0.0253 * |
| X4 | 0.00017 | 1 | 0.00017 | 0.18 | 0.00379 | 0.6885 |
| X5 | 0.11 | 1 | 0.11 | 111.94 | −0.19 | 0.0001 ** |
| X6 | 0.0094 | 1 | 0.0094 | 9.85 | 0.028 | 0.0257 * |
| Residual | 0.00477 | 5 | 0.000955 | |||
| Pure Error | 0.17 | 11 |
a Results were obtained using Design-Expert 8.0.6 software. b X1, compound enzyme dosage; X2, enzymatic hydrolysis pH; X3, enzymatic hydrolysis temperature; X4, material-to-liquid ratio; X5, ethanol concentration; X6, ultrasound temperature. Level of significance: ** Significant at p < 0.01, * Significant at p < 0.05.
Anthocyanin extraction yield obtained from Box-Behnken design (BBD).
| Run | Extraction Conditions | Total Anthocyanins/mg/g | |||
|---|---|---|---|---|---|
| X1 | X2 | X3 | X4 | ||
| 1 | 0 | −1 | 0 | −1 | 2.17 ± 0.03 |
| 2 | 1 | 1 | 0 | 0 | 1.97 ± 0.02 |
| 3 | 0 | 1 | −1 | 0 | 2.24 ± 0.02 |
| 4 | −1 | 0 | 1 | 0 | 2.16 ± 0.02 |
| 5 | −1 | −1 | 0 | 0 | 2.06 ± 0.04 |
| 6 | 0 | 1 | 0 | −1 | 2.05 ± 0.03 |
| 7 | 0 | 0 | −1 | −1 | 2.15 ± 0.03 |
| 8 | 0 | 0 | −1 | 1 | 2.05 ± 0.08 |
| 9 | 0 | 0 | 0 | 0 | 2.35 ± 0.03 |
| 10 | 0 | 0 | −1 | 1 | 2.03 ± 0.04 |
| 11 | 1 | 0 | 1 | 0 | 1.89 ± 0.10 |
| 12 | 0 | 1 | 1 | 0 | 2.20 ± 0.03 |
| 13 | 0 | 0 | 0 | 0 | 2.30 ± 0.02 |
| 14 | 0 | 0 | 0 | 0 | 2.25 ± 0.02 |
| 15 | 1 | 0 | −1 | 0 | 2.07 ± 0.05 |
| 16 | 1 | 0 | 0 | −1 | 1.90 ± 0.03 |
| 17 | 0 | −1 | 0 | 1 | 2.05 ± 0.03 |
| 18 | 1 | −1 | 0 | 0 | 2.00 ± 0.05 |
| 19 | −1 | 1 | 0 | 0 | 2.16 ± 0.02 |
| 20 | 0 | −1 | 1 | 0 | 2.32 ± 0.02 |
| 21 | 0 | 0 | 1 | 1 | 2.18 ± 0.05 |
| 22 | 1 | 0 | 0 | 1 | 1.95 ± 0.08 |
| 23 | −1 | 0 | −1 | 0 | 2.01 ± 0.06 |
| 24 | −1 | 0 | 0 | −1 | 2.03 ± 0.06 |
| 25 | −1 | 0 | 0 | 1 | 2.00 ± 0.03 |
| 26 | 0 | 0 | 0 | 0 | 2.30 ± 0.03 |
| 27 | 0 | −1 | −1 | 0 | 1.99 ± 0.07 |
| 28 | 0 | 0 | 0 | 0 | 2.30 ± 0.03 |
| 29 | 0 | 1 | 0 | 1 | 2.13 ± 0.04 |
X1, ethanol concentration; X2, ultrasound temperature; X3, compound enzyme dosage; X4, enzymatic hydrolysis temperature.
Analysis of Variance (ANOVA) for response surface polynomial model.
| Source | Sum of Squares | df | Mean Squares | F-Value | |
|---|---|---|---|---|---|
| Model | 0.45 | 14 | 0.032 | 16.93 | <0.0001 |
| X1 | 0.033 | 1 | 0.033 | 17.50 | 0.0009 ** |
| X2 | 0.002061 | 1 | 0.002061 | 1.08 | 0.3167 |
| X3 | 0.005889 | 1 | 0.005889 | 3.08 | 0.1011 |
| X4 | 0.00006225 | 1 | 0.00006225 | 0.033 | 0.88594 |
| X1 X2 | 0.004239 | 1 | 0.0004239 | 2.22 | 0.1587 |
| X1 X3 | 0.028 | 1 | 0.028 | 14.82 | 0.0018 ** |
| X1 X4 | 0.00167 | 1 | 0.00167 | 0.87 | 0.3659 |
| X2 X3 | 0.032 | 1 | 0.032 | 16.97 | 0.0010 ** |
| X2 X4 | 0.009034 | 1 | 0.009034 | 4.72 | 0.0474 |
| X3 X4 | 0.015 | 1 | 0.017 | 7.83 | 0.0143 * |
| X12 | 0.25 | 1 | 0.25 | 132.09 | <0.0001 ** |
| X22 | 0.020 | 1 | 0.020 | 10.54 | 0.0055 ** |
| X32 | 0.024 | 1 | 0.024 | 12.39 | 0.0034 ** |
| X42 | 0.12 | 1 | 0.12 | 64.47 | <0.0001 ** |
| Residual | 0.027 | 14 | 0.001912 | ||
| Lack of Fit | 0.022 | 10 | 0.002194 | 1.82 | 0.2964 |
| Pure Error | 0.004827 | 4 | 0.001207 | ||
| Sum | 0.48 | 28 |
X1, ethanol concentration; X2, ultrasound temperature; X3, compound enzyme dosage; X4, enzymatic hydrolysis temperature; df represent degree of freedom. Level of significance: ** Significant at p < 0.01, * Significant at p < 0.05.
Figure 2Response surface plots for determining interactions among three independent extraction factors affecting total anthocyanin extraction yield. (A). Total anthocyanin content versus ethanol concentration and compound enzyme dosage. (B). Total anthocyanin content versus ultrasound temperature and compound enzyme dosage. (C). Total anthocyanin content versus compound enzyme dosage and enzymatic hydrolysis temperature.
Figure 3Antioxidant activity of total anthocyanins extracts. (A) DPPH radical scavenging activity. (B) Hydroxyl radical scavenging activity. Sample, total anthocyanins from purple sweet potato. Vc was used as a positive control.
Variables and levels encoded for PBD.
| Input Variables | Levels | |
|---|---|---|
| −1 | 1 | |
| compound enzyme dosage (%) (X1) | 0.5 | 1.5 |
| enzymatic hydrolysis pH (X2) | 4 | 5 |
| enzymatic hydrolysis temperature (°C) (X3) | 30 | 50 |
| material-to-liquid ratio (g/mL) (X4) | 1:15 | 1:25 |
| ethanol concentration (%) (X5) | 80 | 90 |
| ultrasound temperature (°C) (X6) | 40 | 60 |
Anthocyanins extraction yield obtained from PBD.
| Runs | X1 | X2 | X3 | X4 | X5 | X6 | Total Anthocyanins/mg/g |
|---|---|---|---|---|---|---|---|
| 1 | −1 | 1 | −1 | 1 | −1 | 1 | 2.25 ± 0.04 |
| 2 | 1 | −1 | 1 | −1 | 1 | 1 | 1.97 ± 0.04 |
| 3 | 1 | −1 | −1 | 1 | −1 | 1 | 2.10 ± 0.04 |
| 4 | −1 | −1 | 1 | 1 | 1 | 1 | 2.07 ± 0.03 |
| 5 | −1 | −1 | −1 | −1 | −1 | −1 | 2.13 ± 0.06 |
| 6 | 1 | 1 | −1 | −1 | 1 | 1 | 1.90 ± 0.08 |
| 7 | −1 | −1 | −1 | −1 | 1 | −1 | 1.97 ± 0.02 |
| 8 | 1 | 1 | −1 | 1 | 1 | −1 | 1.84 ± 0.03 |
| 9 | −1 | 1 | 1 | 1 | 1 | −1 | 2.03 ± 0.04 |
| 10 | 1 | −1 | 1 | 1 | −1 | −1 | 2.09 ± 0.04 |
| 11 | −1 | 1 | 1 | −1 | −1 | 1 | 2.23 ± 0.05 |
| 12 | 1 | 1 | 1 | −1 | −1 | −1 | 2.13 ± 0.04 |
X1, compound enzyme dosage; X2, enzymatic hydrolysis pH; X3, enzymatic hydrolysis temperature; X4, material-to-liquid ratio; X5, ethanol concentration; X6, ultrasound temperature.
Experimental values and coded levels of the independent variables used for the Box-Behnken design (BBD).
| Factor Levels | Independent Variable | |||
|---|---|---|---|---|
| X1 (%) | X2 (°C) | X3 (%) | X4 (°C) | |
| −1 | 70 | 40 | 0.5 | 30 |
| 0 | 80 | 50 | 1.0 | 40 |
| +1 | 90 | 60 | 1.5 | 50 |
X1, ethanol concentration; X2, ultrasound temperature; X3, compound enzyme dosage; X4, enzymatic hydrolysis temperature.