| Literature DB >> 22489134 |
Amid Mehrnoush1, Shuhaimi Mustafa2, Abdul Manap Mohd Yazid1.
Abstract
Response surface methodology (RSM) along with central composite design (CCD) was applied to optimize the freeze drying conditions for purified pectinase from mango (Mangifera indica cv. Chokanan) peel. The effect of pectinase content (-2.66, 62.66 mg/mL), Arabic gum (-1.21, 10.21%, w/v), and maltodextrin (0.73, 7.26%, w/v) as independent variables on activity, yield, and storage stability of freeze-dried enzyme was evaluated. Storage stability of pectinase was investigated after one week at 4 °C and yield percentage of the enzyme after encapsulation was also determined. The independent variables had the most significant (p < 0.05) effect on pectinase activity and yield of the enzyme. It was observed that the interaction effect of Arabic gum and maltodextrin improved the enzymatic properties of freeze-dried pectinase. The optimal conditions for freeze-dried pectinase from mango peel were obtained using 30 mg/mL of pectinase content, 4.5 (%, w/v) of Arabic gum, and 4 (%, w/v) of maltodextrin. Under these conditions, the maximum activity (11.12 U/mL), yield (86.4%) and storage stability (84.2%) of encapsulated pectinase were achieved.Entities:
Keywords: freeze drying; mango peel; pectinase; response surface methodology; yield
Mesh:
Substances:
Year: 2012 PMID: 22489134 PMCID: PMC3317695 DOI: 10.3390/ijms13032939
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 6.208
Regression coefficients R2, adjusted R2 and probability values of the response surface models.
| Regression Coefficient | Pectinase Activity (Y1, U/mL) | Yield (Y1, %) | Storage Stability (Y3, %) |
|---|---|---|---|
| b0 | 87.13 | 11.12 | 83.68 |
| b1 | 8.50 | 1.75 | 3.50 |
| b2 | 6.00 | 0.25 | 6.00 |
| b3 | 6.44 | 0.49 | 6.44 |
| b12 | 5.68 | 1.68 | 6.67 |
| b22 | 26.40 | 1.69 | 24.99 |
| b32 | 26.88 | 3.60 | 20.98 |
| b12 | 6.00 | 0.37 | 6.00 |
| b13 | 1.50 | 1.00 | 1.50 |
| b23 | 9.00 | 0.25 | 14.00 |
| 0.994 | 0.997 | 0.991 | |
| 0.981 | 0.989 | 0.972 | |
| Regression ( | 0.000 | 0.000 | 0.000 |
| Lack of fit ( | 0.106 | 0.322 | 0.262 |
bi: The estimated regression coefficient for the main linear effects; bi2: The estimated regression coefficient for quadratic effects; bij: The estimated regression coefficient for the interaction effects; 1: Pectinase content; 2: Arabic gum; 3: Maltodextrin;
Significant (p < 0.05);
No significant (p > 0.05).
F-ratio and p-value for each independent variable effect in the polynomial response surface models.
| Variables | Main Effects | Quadratic Effects | Interaction Effects | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | X12 | X22 | X32 | X1X2 | X1X3 | X2X3 | ||
| Pectinase | 0.001 | 0.000 | 0.011 | 0.003 | 0.004 | 0.003 | 0.002 | 0.372 | 0.000 | |
| Activity (Y1, U/mL) | F-ratio | 30.80 | 147.86 | 15.36 | 29.5 | 34.56 | 19.83 | 274.56 | 0.963 | 27.87 |
| Yield (Y2, %) | 0.000 | 0.001 | 0.000 | 0.033 | 0.019 | 0.002 | 0.178 | 0.009 | 0.000 | |
| F-ratio | 528.54 | 69.88 | 104.24 | 10.24 | 14.28 | 54.02 | 2.65 | 22.84 | 564.06 | |
| Storage Stability (Y3, %) | 0.004 | 0.000 | 0.000 | 0.200 | 0.010 | 0.042 | 0.016 | 0.410 | 0.000 | |
| F-ratio | 24.80 | 108.16 | 139.94 | 2.18 | 16.72 | 4.36 | 12.88 | 0.79 | 70.05 | |
X1, X2 and X3: The main effect of pectinase content, Arabic gum and maltodextrin, respectively; X12, X22 and X32: The quadratic effect of pectinase content, Arabic gum and maltodextrin, respectively; X1X2: The interaction effect of pectinase content and Arabic gum; X1X3: The interaction effect of pectinase content and maltodextrin; X2X3: The interaction effect of Arabic gum and maltodextrin.
Significant (p < 0.05).
Figure 1Response surface plots showing the significant (p < 0.05) interaction effects of encapsulation factors on enzymatic properties of pectinase. (a) Surface plot of pectinase activity versus Arabic gum, pectinase content (U/mL); (b) Surface plot of yield (%) versus maltodextrin and Arabic gum; (c) Surface plot of storage stability (%) versus maltodextrin and Arabic gum.
Figure 2Fitted line plot indicating the closeness between predicted values (Y1) and experimental value (Y0) for pectinase activity (a), yield (b) and storage stability (c).
Level of independent variables established according to central composite design (CCD).
| Independent Variable Levels | Independent Variables Levels | ||||
|---|---|---|---|---|---|
| Axial (−α) | Low | Center | High | Axial (+α) | |
| Pectinase content (mg/mL) | −2.66 | 10 | 30 | 50 | 62.66 |
| Arabic gum (%, w/v) | −1.21 | 1 | 4.5 | 8 | 10.21 |
| Maltodextrin(%, w/v) | 0.73 | 2 | 4 | 6 | 7.26 |
Matrix of central composite design (CCD).
| Treatment | Block | Pectinase Content (mg/mL) | Arabic Gum (%, w/v) | Maltodextrin (%, w/v) |
|---|---|---|---|---|
| 1 | 1 | 30.00 | 4.50 | 4.00 |
| 2 | 1 | 30.00 | 4.50 | 4.00 |
| 3 | 1 | 10.00 | 8.00 | 6.00 |
| 4 | 1 | 10.00 | 1.00 | 2.00 |
| 5 | 1 | 50.00 | 1.00 | 6.00 |
| 6 | 1 | 50.00 | 8.00 | 2.00 |
| 7 | 2 | 30.00 | 4.50 | 0.73 |
| 8 | 2 | 30.00 | 4.50 | 7.26 |
| 9 | 2 | 30.00 | 10.21 | 4.00 |
| 10 | 2 | 62.66 | 4.50 | 4.00 |
| 11 | 2 | 30.00 | 4.50 | 4.00 |
| 12 | 2 | 30.00 | 4.50 | 4.00 |
| 13 | 3 | 30.00 | −1.21 | 4.00 |
| 14 | 3 | −2.66 | 4.50 | 4.00 |
| 15 | 3 | 30.00 | 4.50 | 4.00 |
| 16 | 3 | 10.00 | 1.00 | 6.00 |
| 17 | 3 | 10.00 | 8.00 | 2.00 |
| 18 | 3 | 50.00 | 1.00 | 2.00 |
| 19 | 3 | 30.00 | 4.50 | 4.00 |
| 20 | 3 | 50.00 | 8.00 | 6.00 |
centre point.