| Literature DB >> 21785708 |
Haroldo Yukio Kawaguti1, Priscila Hoffmann Carvalho, Joelise Alencar Figueira, Hélia Harumi Sato.
Abstract
Isomaltulose is a noncariogenic reducing disaccharide and also a structural isomer of sucrose and is used by the food industry as a sucrose replacement. It is obtained through enzymatic conversion of microbial sucrose isomerase. An Erwinia sp. D12 strain is capable of converting sucrose into isomaltulose. The experimental design technique was used to study the influence of immobilization parameters on converting sucrose into isomaltulose in a batch process using shaken Erlenmeyer flasks. We assessed the effect of gelatin and transglutaminase addition on increasing the reticulation of granules of Erwinia sp. D12 cells immobilized in alginate. Independent parameters, sodium alginate concentration, cell mass concentration, CaCl(2) concentration, gelatin concentration, and transglutaminase concentration had all a significant effect (P < 0.05) on isomaltulose production. Erwinia sp. D12 cells immobilized in 3.0% (w/v) sodium alginate, 47.0% (w/v) cell mass, 0.3 molL(-1) CaCl(2), 1.7% (w/v) gelatin and 0.15% (w/v) transglutaminase presented sucrose conversion into isomaltulose, of around 50-60% in seven consecutive batches.Entities:
Year: 2011 PMID: 21785708 PMCID: PMC3138044 DOI: 10.4061/2011/791269
Source DB: PubMed Journal: Enzyme Res ISSN: 2090-0414
Coded and decoded 23 central composite rotatable design matrix (actual values in parentheses) for study of immobilization parameters of Erwinia sp. D12 cells in calcium alginate and their influence on converting sucrose into reducing sugars in a batch process.
| Test | Parameter | Reducing sugar* (mg/mL) | ||
|---|---|---|---|---|
| Sodium alginate* (%-w/v) | Cell mass (%-w/v) | CaCl2 (molL−1) | ||
| 1 | −1 (2.00) | −1 (20.00) | −1 (0.10) | 381.21 |
| 2 | +1 (4.00) | −1 (20.00) | −1 (0.10) | 391.36 |
| 3 | −1 (2.00) | +1 (40.00) | −1 (0.10) | 438.24 |
| 4 | +1 (4.00) | +1 (40.00) | −1 (0.10) | 422.91 |
| 5 | −1 (2.00) | −1 (20.00) | +1 (0.50) | 413.71 |
| 6 | +1 (4.00) | −1 (20.00) | +1 (0.50) | 505.75 |
| 7 | −1 (2.00) | +1 (40.00) | +1 (0.50) | 647.02 |
| 8 | +1 (4.00) | +1 (40.00) | +1 (0.50) | 688.42 |
| 9 | −1.68 (1.30) | 0 (30.00) | 0 (0.30) | 426.97 |
| 10 | +1.68 (4.70) | 0 (30.00) | 0 (0.30) | 477.83 |
| 11 | 0 (3.00) | −1.68 (13.00) | 0 (0.30) | 384.29 |
| 12 | 0 (3.00) | +1.68 (47.00) | 0 (0.30) | 812.93 |
| 13 | 0 (3.00) | 0 (30.00) | −1.68 (0.04) | 399.09 |
| 14 | 0 (3.00) | 0 (30.00) | +1.68 (0.54) | 582.20 |
| 15 | 0 (3.00) | 0 (30.00) | 0 (0.30) | 419.69 |
| 16 | 0 (3.00) | 0 (30.00) | 0 (0.30) | 441.84 |
| 17 | 0 (3.00) | 0 (30.00) | 0 (0.30) | 447.11 |
| 18 | 0 (3.00) | 0 (30.00) | 0 (0.30) | 441.39 |
*Total reducing sugar formed in seven batches.
Coded and decoded 22 central composite rotatable design matrix (actual values in parentheses) for a study of gelatin and transglutaminase concentrations when immobilizing Erwinia sp. D12 cells in calcium alginate and influence on converting sucrose into isomaltulose in a batch process.
| Test | Parameter | ||
|---|---|---|---|
| Gelatin (%-w/v) | Transglutaminase (%−w/v) | Isomaltulose* (%) | |
| 1 | −1 (0.30) | −1 (0.15) | 63.07 |
| 2 | +1 (1.70) | −1 (0.15) | 62.86 |
| 3 | −1 (0.30) | +1 (0.85) | 62.37 |
| 4 | +1 (1.70) | +1 (0.85) | 59.52 |
| 5 | −1.41 (0) | 0 (0.50) | 58.65 |
| 6 | +1.41 (2.00) | 0 (0.50) | 59.16 |
| 7 | 0 (1.00) | −1.41 (0) | 60.86 |
| 8 | 0 (1.00) | +1.41 (1.00) | 59.24 |
| 9 | 0 (1.00) | 0 (0.50) | 56.75 |
| 10 | 0 (1.00) | 0 (0.50) | 57.58 |
| 11 | 0 (1.00) | 0 (0.50) | 56.75 |
| 12 | 0 (1.00) | 0 (0.50) | 57.89 |
*Values refer to the mean rate of sucrose conversion into isomaltulose in 5 batches.
Main effects and interactions of immobilization parameters of Erwinia sp. D12 cells in calcium alginate and their influence on converting sucrose into reducing sugars in a batch process.
| Effect | Standard error | |||
|---|---|---|---|---|
| (1) Sodium alginate (L)* | 31.3234 | 6.5836 | 4.7578 | 0.0176 |
| Sodium alginate (Q) | −3.6308 | 6.8480 | −0.5302 | 0.6327 |
| (2) Cell mass (L)* | 179.5066 | 6.5836 | 27.2655 | 0.0001 |
| Cell mass (Q)* | 99.9771 | 6.8480 | 14.5996 | 0.0007 |
| (3) CaCl2 (L)* | 136.1412 | 6.5836 | 20.6787 | 0.0002 |
| CaCl2 (Q)* | 23.4725 | 6.8480 | 3.4277 | 0.0416 |
| (1)L × (2)L | −19.0278 | 8.5982 | −2.2130 | 0.1138 |
| (1)L × (3)L* | 34.6544 | 8.5982 | 4.0304 | 0.0275 |
| (2)L × (3)L* | 81.8471 | 8.5982 | 9.5191 | 0.0025 |
*Statistically significant parameters at a 95% confidence level.
L: linear parameter; Q: quadratic parameter.
Analysis of variance in the study of immobilization parameters of Erwinia sp. D12 cells in calcium alginate and their influence on converting sucrose into reducing sugars in a batch process.
| Source of variation | Sum of squares | Degrees of freedom | Mean square | |
|---|---|---|---|---|
| Regression | 227670,51 | 7 | 32524,36 | 17,63 |
| Residuals | 18444,10 | 10 | 1844,41 | |
| Lack of Fit | 18000,53 | 7 | ||
| Pure Error | 443,57 | 3 | ||
| Total | 246114,60 | 17 |
Coefficient of determination: R2 = 0.92; F0.95;7;10 = 3.014.
Figure 1Response surfaces and isocurves in a study of immobilization parameters of Erwinia sp. D12 cells in calcium alginate and their influence on converting sucrose into reducing sugars in a batch process: (a) as a function of sodium alginate and CaCl2 concentrations; (b) as a function of cell mass and CaCl2 concentrations.
Figure 2Converting sucrose into reducing sugars in a study of the effect of immobilization parameters of Erwinia sp. D12 cells immobilized in calcium alginate, in a batch process: ◆ Test A; ■ Test 7; ▲ Test 8; ⬤ Test 12; ∗ Test 14.
Main effects and interactions of gelatin and transglutaminase concentrations when immobilizing Erwinia sp. D12 cells in calcium alginate, and influence on converting sucrose into isomaltulose in a batch process.
| Effect | Standard Error | |||
|---|---|---|---|---|
| (1) Gelatin (L) | −0.5894 | 0.4131 | −1.4269 | 0.2489 |
| Gelatin (Q)* | 2.9157 | 0.4631 | 6.2965 | 0.0081 |
| (2) Transglutaminase (L)* | −1.5830 | 0.4131 | −3.8321 | 0.0313 |
| Transglutaminase (Q)* | 4.0698 | 0.4631 | 8.7888 | 0.0031 |
| (1) L × ( | −1.3174 | 0.5833 | −2.2587 | 0.1091 |
*Statistically significant parameters at a 95% confidence level.
L: linear parameter; Q: quadratic parameter.
Analysis of variance in a study of gelatin and transglutaminase concentrations when immobilizing Erwinia sp. D12 cells in calcium alginate and their influence on converting sucrose into isomaltulose in a batch process.
| Source of variation | Sum of squares | Degrees of freedom | Mean square | |
|---|---|---|---|---|
| Regression | 44.7670 | 3 | 14.9223 | 10.2996 |
| Residuals | 11.5906 | 8 | 1.4488 | |
| Lack of fit | 10.5699 | 5 | ||
| Pure error | 1.0207 | 3 | ||
| Total | 56.3575 | 11 |
Correlation coefficient: R = 0.83; F0.95;3;8 = 4.07.
Figure 3Isocurve in a study of the effects of gelatin and transglutaminase concentration on immobilizing Erwinia sp. D12 cells in calcium alginate and its influence on converting sucrose into isomaltulose in a batch process.
Figure 4Converting sucrose into isomaltulose by Erwinia sp. D12 cells immobilized in calcium alginate with gelatin and transglutaminase, in a batch process: ◆ Test 1; ■ Test 2; ▲ Test 7.