| Literature DB >> 24556615 |
Yanjun Zhang1, Limei Mo2, Feng Chen3, Minquan Lu1, Wenjiang Dong1, Qinghuang Wang1, Fei Xu1, Fenglin Gu4.
Abstract
Production of vanillin from natural green vanilla pods was carried out by enzyme-assisted extraction combined with pre-freezing and thawing. In the first step the green vanilla pods were pre-frozen and then thawed to destroy cellular compartmentation. In the second step pectinase from Aspergillus niger was used to hydrolyze the pectin between the glucovanillin substrate and β-glucosidase. Four main variables, including enzyme amount, reaction temperature, time and pH, which were of significance for the vanillin content were studied and a central composite design (CCD) based on the results of a single-factor tests was used. Response surface methodology based on CCD was employed to optimize the combination of enzyme amount, reaction temperature, time, and pH for maximum vanillin production. This resulted in the optimal condition in regards of the enzyme amount, reaction temperature, time, and pH at 84.2 mg, 49.5 °C, 7.1 h, and 4.2, respectively. Under the optimal condition, the experimental yield of vanillin was 4.63% ± 0.11% (dwb), which was in good agreement with the value predicted by the model. Compared to the traditional curing process (1.98%) and viscozyme extract (2.36%), the optimized method for the vanillin production significantly increased the yield by 133.85% and 96%, respectively.Entities:
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Year: 2014 PMID: 24556615 PMCID: PMC6271755 DOI: 10.3390/molecules19022181
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Quantification of major constituents in different samples determined by HPLC (dwb).
| Treatments | Vanillic acid (%) | Glucovanillin (%) | Vanillin (%) | ||
|---|---|---|---|---|---|
| FVB | - | - | - | 11.38 a | 0.21 f |
| FT | - | - | - | 10.21 b | 0.67 e |
| FTV | 0.011 b | 0.024 c | 0.038 d | 8.58 c | 0.98 d |
| PVE | 0.021 a | 0.051 b | 0.078 b | 1.39 f | 4.62 a |
| VVE | 0.014 b | 0.026 c | 0.043 c | 4.63 e | 2.36 b |
| SVE | 0.023 a | 0.094 a | 0.15 a | 6.42 d | 1.98 c |
“-” Not detected. Values followed by the same letter in the same column are not significantly different (p < 0.05).
Figure 1Effects of different (a) enzyme amounts, (b) reaction temperatures, (c) reaction times and (d) reaction pHs on vanillin content.
Response surface central composite design (uncoded) and results for vanillin content (%).
| Run | X1 (mg) | X2 (°C) | X3 (h) | X4 (pH) | Vanillin (%) | |
|---|---|---|---|---|---|---|
| Predicted | Actual | |||||
| 1 | 80.0 | 50.0 | 7.0 | 5.0 | 3.26 | 3.31 |
| 2 | 90.0 | 47.5 | 6.5 | 4.5 | 3.81 | 3.85 |
| 3 | 60.0 | 50.0 | 7.0 | 4.0 | 2.70 | 2.67 |
| 4 | 70.0 | 52.5 | 6.5 | 4.5 | 3.49 | 3.48 |
| 5 | 90.0 | 52.5 | 6.5 | 3.5 | 2.57 | 2.59 |
| 6 | 70.0 | 47.5 | 6.5 | 3.5 | 2.43 | 2.48 |
| 7 | 80.0 | 45.0 | 7.0 | 4.0 | 3.67 | 3.68 |
| 8 | 70.0 | 47.5 | 7.5 | 4.5 | 3.51 | 3.48 |
| 9 | 90.0 | 52.5 | 7.5 | 3.5 | 3.10 | 3.14 |
| 10 | 80.0 | 50.0 | 7.0 | 4.0 | 4.45 | 4.49 |
| 11 | 80.0 | 50.0 | 7.0 | 4.0 | 4.45 | 4.39 |
| 12 | 80.0 | 50.0 | 7.0 | 4.0 | 4.45 | 4.49 |
| 13 | 70.0 | 52.5 | 6.5 | 3.5 | 1.94 | 1.98 |
| 14 | 70.0 | 47.5 | 7.5 | 3.5 | 2.77 | 2.78 |
| 15 | 80.0 | 50.0 | 7.0 | 4.0 | 4.45 | 4.53 |
| 16 | 80.0 | 50.0 | 7.0 | 4.0 | 4.45 | 4.38 |
| 17 | 80.0 | 50.0 | 8.0 | 4.0 | 3.99 | 4.02 |
| 18 | 90.0 | 47.5 | 7.5 | 4.5 | 3.96 | 3.92 |
| 19 | 70.0 | 52.5 | 7.5 | 3.5 | 2.17 | 2.12 |
| 20 | 90.0 | 47.5 | 6.5 | 3.5 | 2.85 | 2.81 |
| 21 | 80.0 | 55.0 | 7.0 | 4.0 | 3.10 | 3.08 |
| 22 | 90.0 | 52.5 | 6.5 | 4.5 | 3.84 | 3.84 |
| 23 | 80.0 | 50.0 | 6.0 | 4.0 | 3.61 | 3.56 |
| 24 | 100.0 | 50.0 | 7.0 | 4.0 | 3.77 | 3.79 |
| 25 | 70.0 | 52.5 | 7.5 | 4.5 | 3.22 | 3.27 |
| 26 | 90.0 | 52.5 | 7.5 | 4.5 | 3.88 | 3.83 |
| 27 | 90.0 | 47.5 | 7.5 | 3.5 | 3.49 | 3.49 |
| 28 | 80.0 | 50.0 | 7.0 | 3.0 | 1.24 | 1.19 |
| 29 | 70.0 | 47.5 | 6.5 | 4.5 | 3.67 | 3.65 |
| 30 | 80.0 | 50.0 | 7.0 | 4.0 | 4.45 | 4.41 |
Analysis of variance for the fitted models.
| Source | Degree of freedom | Coefficient | Sum of square | Mean square | F-Value | ||
|---|---|---|---|---|---|---|---|
| Vanillin content (%) | Model | 14 | 19.55 | 1.40 | 401.75 | <0.0001 | |
| Residual | 13 | 0.052 | 0.0035 | ||||
| Lack of fit | 10 | 0.031 | 0.0031 | 0.75 | 0.6767 ns | ||
| Pure error | 3 | 0.021 | 0.0042 | ||||
| Total | 29 | 19.60 | |||||
| R2 | 0.9973 | ||||||
| Adj-R2 | 0.9949 | ||||||
| CV | 1.72 | ||||||
| PRESS | 0.21 | ||||||
| Standard deviation | 0.059 | ||||||
| Adequate precision | 76.867 |
Estimated regression model of relationship between response variables (vanillin %) and independent variables (X1, X2, X3, X4).
| Variables | DF | SS | MS | F-value | |
|---|---|---|---|---|---|
| X1 | 1 | 1.74 | 1.74 | 499.55 | <0.0001 |
| X2 | 1 | 0.49 | 0.49 | 139.86 | <0.0001 |
| X3 | 1 | 0.22 | 0.22 | 62.09 | <0.0001 |
| X4 | 1 | 6.12 | 6.12 | 1,760.23 | <0.0001 |
| X1X1 | 1 | 2.51 | 2.51 | 723.34 | <0.0001 |
| X1X2 | 1 | 0.046 | 0.046 | 13.33 | 0.0024 |
| X1X3 | 1 | 0.092 | 0.092 | 26.53 | 0.0001 |
| X1X4 | 1 | 0.075 | 0.075 | 21.63 | 0.0003 |
| X2X2 | 1 | 1.93 | 1.93 | 554.04 | <0.0001 |
| X2X3 | 1 | 0.011 | 0.011 | 3.13 | 0.0970 |
| X2X4 | 1 | 0.097 | 0.097 | 27.91 | <0.0001 |
| X3X3 | 1 | 0.73 | 0.73 | 210.00 | <0.0001 |
| X3X4 | 1 | 0.25 | 0.25 | 70.83 | <0.0001 |
| X4X4 | 1 | 8.26 | 8.26 | 2,375.51 | <0.0001 |
Figure 2Response surface (3-D) showing the effects of the (X1) enzyme amount, (X2) reaction temperatures, (X3) reaction time, and (X4) reaction pH on the response (Y) vanillin content.
Figure 3Contour plots showing the effect of the effects of the (X1) enzyme amount, (X2) reaction temperature, (X3) reaction time, and (X4) reaction pH on the response (Y) vanillin content.
Figure 4(a) Normal probability of internally studentized residuals. (b) Predicted values versus experimental values of vanillin content (%).
Predicted and experimental values of the responses at optimum conditions.
| X1 (mg) | X2 (°C) | X3 (h) | X4 (pH) | Vanillin (%) | |
|---|---|---|---|---|---|
| Predicted | 84.15 | 49.55 | 7.13 | 4.20 | 4.63 |
| Experimental a | 84 | 50 | 7.1 | 4.2 | 4.62±0.14 |
a Mean ± standard deviation (n = 3); X1, pectinase amount; X2 temperature; X3 time; X4 pH.
Independent variables and their levels used in the response surface design.
| Independent variables | Factor level | ||||
|---|---|---|---|---|---|
| Coded levels | −2 | −1 | 0 | 1 | 2 |
| X1 (mg) | 60 | 70 | 80 | 90 | 100 |
| X2 (°C) | 45.0 | 47.5 | 50.0 | 52.5 | 55.0 |
| X3 (h) | 6.0 | 6.5 | 7.0 | 7.5 | 8.0 |
| X4 | 3.0 | 3.5 | 4.0 | 4.5 | 5.0 |
X1, pectinase amount; X2 temperature; X3 time; X4 pH.