| Literature DB >> 21862958 |
Maria Elisa Melo Branco de Araújo1, Fabiano Jares Contesini, Yollanda Edwirges Moreira Franco, Alexandra C H Frankland Sawaya, Thiago Grando Alberto, Natália Dalfré, Patrícia de Oliveira Carvalho.
Abstract
Response surface methodology (RSM) based on a five-level, three-variable central composite design (CCD) was employed for modeling and optimizing the conversion yield of the enzymatic acylation of hesperidin with decanoic acid using immobilized Candida antarctica lipase B (CALB) in a two-phase system containing [bmim]BF(4). The three variables studied (molar ratio of hesperidin to decanoic acid, [bmim]BF(4)/acetone ratio and lipase concentration) significantly affected the conversion yield of acylated hesperidin derivative. Verification experiments confirmed the validity of the predicted model. The lipase showed higher conversion degree in a two-phase system using [bmim]BF(4) and acetone compared to that in pure acetone. Under the optimal reaction conditions carried out in a single-step biocatalytic process when the water content was kept lower than 200 ppm, the maximum acylation yield was 53.6%.Entities:
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Year: 2011 PMID: 21862958 PMCID: PMC6264660 DOI: 10.3390/molecules16087171
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Scheme 1Enzymatic esterification of hesperidin with decanoic acid by immobilized Candida antarctica lipase B (CALB).
Figure 1Reaction progress of the enzymatic acylation of hesperidin (100 mM) with decanoic acid (500 mM) catalyzed by immobilized CALB (8.0 mg/mL) in [bmim]BF4 and acetone (5:5, v/v) at 50 °C.
Variable and levels for central composite design in the enzymatic acylation of hesperidin with decanoic acid catalyzed by immobilized lipase from Candida antarctica.
| Variable | Coded variable levels | |||||
|---|---|---|---|---|---|---|
| −1.68 | −1 | 0 | 1 | 1.68 | ||
| Molar ratio of hesperidin to decanoic acid | X1 | 1:1 | 1:3 | 1:5 | 1:7 | 1:9 |
| [bmim]BF4/acetone ratio (v/v) | X2 | 10:0 | 8:2 | 5:5 | 2:8 | 0:10 |
| Lipase concentration (mg/mL) | X3 | 2.0 | 4.4 | 8.0 | 11.6 | 14.0 |
Central composite design and responses in the enzymatic acylation of hesperidin with decanoic acid after 96 h of reaction.
| Run | Coded variable levels | Observed conversion yield a (%) | Predicted conversion yield a (%) | ||
|---|---|---|---|---|---|
| X1 | X2 | X3 | |||
| 1 | −1 | −1 | −1 | 29.2 | 29.25 |
| 2 | +1 | −1 | −1 | 47.0 | 44.45 |
| 3 | −1 | +1 | −1 | 28.2 | 23.47 |
| 4 | +1 | +1 | −1 | 23.7 | 27.07 |
| 5 | −1 | −1 | +1 | 42.5 | 40.67 |
| 6 | +1 | −1 | +1 | 55.3 | 55.87 |
| 7 | −1 | +1 | +1 | 27.2 | 34.89 |
| 8 | +1 | +1 | +1 | 38.3 | 38.49 |
| 9 | −1.68 | 0 | 0 | 23.1 | 23.01 |
| 10 | +1.68 | 0 | 0 | 39,2 | 38.79 |
| 11 | 0 | −1.68 | 0 | 48.5 | 49.72 |
| 12 | 0 | +1.68 | 0 | 35.1 | 30.26 |
| 13 | 0 | 0 | −1.68 | 24.3 | 30.39 |
| 14 | 0 | 0 | +1.68 | 50.2 | 49.58 |
| 15 | 0 | 0 | 0 | 42.0 | 39.99 |
| 16 | 0 | 0 | 0 | 38.6 | 39.99 |
| 17 | 0 | 0 | 0 | 39.5 | 39.99 |
| 18 | 0 | 0 | 0 | 43.3 | 39.99 |
a Conversion refers to percentage of the total ester formed.
Regression coefficients for lipase activity from the central composite design after 96 h of reaction.
| Regression | Standard Error | t(8) | p | −90,% | +90,% | |
|---|---|---|---|---|---|---|
| Mean/Interc. * | 40.8465 | 2.06081 | 19.8205 | 0.00000 | 36.0943 | 45.5988 |
| X1 a(L)(Linear) * | 4.7039 | 1.11755 | 4.2091 | 0.00296 | 2.1268 | 7.2810 |
| X1(Q)(Quadratic) * | −3.3864 | 1.16242 | −2.9132 | 0.01949 | −6.0670 | −0.7059 |
| X2 b (L) * | −5.7903 | 1.11755 | −5.1812 | 0.00084 | −8.3674 | −3.2132 |
| X2 (Q) | 0.2983 | 1.16242 | 0.2566 | 0.80393 | −2.3822 | 2.9788 |
| X3 c (L) * | 5.7100 | 1.11755 | 5.1093 | 0.00091 | 3.1329 | 8.2871 |
| X3 (Q) | −1.2606 | 1.16242 | −1.0844 | 0.30974 | −3.9411 | 1.4199 |
| X1L by X2L * | −2.9000 | 1.45951 | −1.9869 | 0.08215 | −6.2656 | 0.4656 |
| X1L by X3L | 1.3750 | 1.45951 | 0.9420 | 0.37372 | −1.9906 | 4.7406 |
| X2L by X3L | −0.9500 | 1.45951 | −0.6509 | 0.53335 | −4.3156 | 2.4156 |
* Statistically significant effects. a Molar ratio of hesperidin to decanoic acid; b [bmim]BF4/acetone ratio (v/v); c Lipase concentration (mg/mL).
ANOVA for the central composite design after 96 h of reaction.
| Source of variation | Sum of squares | Degrees of freedom | Mean square | F-value | p |
|---|---|---|---|---|---|
| Regression | 1412 | 5 | 282.476 | 18.56 | 0.000028 |
| Residual | 183 | 12 | 15.21833 | ||
| Lack of fit | 169 | 9 | 18.77778 | 4.14 | |
| Pure error | 14 | 3 | 4.54 | ||
| Total | 1595 | 17 |
Regression coefficient: R2 = 0.8855/F0.1;5;12 = 2,39.
Figure 2Response surface for the esterification of hesperidin with decanoic acid catalyzed by immobilized CALB (11.6 g/mL) at 50 °C for 96 h, as a function of the molar ratio of hesperidin to decanoic acid and [bmim]BF4/acetone ratio.
Figure 3Response surface for the esterification of hesperidin with decanoic acid catalyzed by immobilized CALB at 50 °C for 96 h, as a function of the molar ratio of hesperidin to decanoic acid and lipase concentration. The ratio of [bmim]BF4/acetone was fixed as 8:2 (v/v).
Figure 4Response surface for esterification of hesperidin with decanoic acid catalyzed by immobilized CALB at 50 °C for 96 h, as a function of the molar ratio of [bmim]BF4/acetone and lipase concentration, hesperidin to decanoic acid and lipase concentration. The molar ratio of hesperidin to decanoic acidwas fixed as 1:7.