| Literature DB >> 35515910 |
Asiah Abdullah1,2, Siti Salwa Abd Gani3,4, Taufiq Yap Yun Hin1, Zaibunnisa Abdul Haiyee5, Uswatun Hasanah Zaidan4,6, Mohd Azlan Kassim7,8, Mohd Izuan Effendi Halmi9.
Abstract
Esters were synthesized via the alcoholysis of red pitaya seed oil with oleyl alcohol catalyzed by immobilized lipase, Lipozyme RM IM. The effects of synthesis parameters, including temperature, time, substrate molar ratio and enzyme loading, on the yield and productivity of esters were assessed using a central composite response surface design. The optimum yield and productivity were predicted to be about 80.00% and 0.58 mmol h-1, respectively, at a synthesis temperature of 50.5 °C, time of 4 h, substrate molar ratio of 3.4 : 1 and with 0.17 g of enzyme. Esters were synthesized under the optimum synthesis conditions; it was found that the average yield and productivity were 82.48 ± 4.57% and 0.62 ± 0.04 mmol h-1, respectively, revealing good correspondence with the predicted values. The main esters were oleyl linoleate, oleyl oleate, oleyl palmitate and oleyl stearate. The synthesized esters exhibited no irritancy effects and their physicochemical properties showed their suitability for use as cosmeceutical ingredients. This journal is © The Royal Society of Chemistry.Entities:
Year: 2019 PMID: 35515910 PMCID: PMC9060793 DOI: 10.1039/c8ra09418g
Source DB: PubMed Journal: RSC Adv ISSN: 2046-2069 Impact factor: 3.361
Design of the experiments in term of coded variables
| Variable | Unit | Coded levels | |||||
|---|---|---|---|---|---|---|---|
| −2 | −1 | 0 | 1 | 2 | |||
| Corresponding operating value | |||||||
| Temperature | ( | °C | 40 | 45 | 50 | 55 | 60 |
| Time | ( | h | 2 | 4 | 6 | 8 | 10 |
| Substrate molar ratio | ( | mmol | 1 | 2 | 3 | 4 | 5 |
| Enzyme loading | ( | g | 0.10 | 0.13 | 0.15 | 0.18 | 0.20 |
Actual and predicted values of the models for CCD response surface analysis
| Std. | Point type |
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| Response 1 yield (%) | Response 2 productivity (mmol h−1) | ||
|---|---|---|---|---|---|---|---|---|---|
| Actual | Predicted | Actual | Predicted | ||||||
| 1 | Factorial | −1 | −1 | −1 | −1 | 54.93 | 53.07 | 0.41 | 0.42 |
| 2 | Factorial | 1 | −1 | −1 | −1 | 43.8 | 47.10 | 0.33 | 0.38 |
| 3 | Factorial | −1 | 1 | −1 | −1 | 56.24 | 55.59 | 0.21 | 0.20 |
| 4 | Factorial | 1 | 1 | −1 | −1 | 48.13 | 52.30 | 0.18 | 0.18 |
| 5 | Factorial | −1 | −1 | 1 | −1 | 62.76 | 62.81 | 0.47 | 0.49 |
| 6 | Factorial | 1 | −1 | 1 | −1 | 62.37 | 62.04 | 0.47 | 0.48 |
| 7 | Factorial | −1 | 1 | 1 | −1 | 66.42 | 70.00 | 0.25 | 0.25 |
| 8 | Factorial | 1 | 1 | 1 | −1 | 69.9 | 71.92 | 0.26 | 0.26 |
| 9 | Factorial | −1 | −1 | −1 | 1 | 56.08 | 56.34 | 0.42 | 0.45 |
| 10 | Factorial | 1 | −1 | −1 | 1 | 59.09 | 56.91 | 0.44 | 0.45 |
| 11 | Factorial | −1 | 1 | −1 | 1 | 58.57 | 60.30 | 0.22 | 0.21 |
| 12 | Factorial | 1 | 1 | −1 | 1 | 61.32 | 63.55 | 0.23 | 0.23 |
| 13 | Factorial | −1 | −1 | 1 | 1 | 65.59 | 62.82 | 0.49 | 0.50 |
| 14 | Factorial | 1 | −1 | 1 | 1 | 65.66 | 68.59 | 0.49 | 0.53 |
| 15 | Factorial | −1 | 1 | 1 | 1 | 72.48 | 71.45 | 0.27 | 0.24 |
| 16 | Factorial | 1 | 1 | 1 | 1 | 76.64 | 79.90 | 0.29 | 0.29 |
| 17 | Axial | −2 | 0 | 0 | 0 | 42.2 | 44.38 | 0.21 | 0.22 |
| 18 | Axial | 2 | 0 | 0 | 0 | 52.73 | 46.87 | 0.26 | 0.23 |
| 19 | Axial | 0 | −2 | 0 | 0 | 62.2 | 64.34 | 0.83 | 0.76 |
| 20 | Axial | 0 | 2 | 0 | 0 | 83.98 | 78.17 | 0.25 | 0.29 |
| 21 | Axial | 0 | 0 | −2 | 0 | 42.19 | 40.53 | 0.21 | 0.19 |
| 22 | Axial | 0 | 0 | 2 | 0 | 68.65 | 66.63 | 0.34 | 0.33 |
| 23 | Axial | 0 | 0 | 0 | −2 | 75.89 | 72.59 | 0.38 | 0.35 |
| 24 | Axial | 0 | 0 | 0 | 2 | 84.23 | 83.85 | 0.42 | 0.41 |
| 25 | Center | 0 | 0 | 0 | 0 | 93.04 | 85.61 | 0.47 | 0.43 |
| 26 | Center | 0 | 0 | 0 | 0 | 87.24 | 85.61 | 0.44 | 0.43 |
| 27 | Center | 0 | 0 | 0 | 0 | 80.22 | 85.61 | 0.40 | 0.43 |
| 28 | Center | 0 | 0 | 0 | 0 | 77.63 | 85.61 | 0.39 | 0.43 |
| 29 | Center | 0 | 0 | 0 | 0 | 89.04 | 85.61 | 0.45 | 0.43 |
| 30 | Center | 0 | 0 | 0 | 0 | 86.5 | 85.61 | 0.43 | 0.43 |
Scheme 1Proposed mechanism of the alcoholysis reaction by Lipozyme RM IM.
Scheme 2Reaction mechanism of acyl migration.
Summary statistics of the RSM models
| Source | Std. dev. |
| Adjusted | Predicted |
| Press |
|---|---|---|---|---|---|---|
|
| ||||||
| Linear | 13.38 | 0.2521 | 0.1325 | 0.0186 | 0.1099 | 5869.78 |
| 2FI | 15.15 | 0.2708 | −0.1131 | −0.3374 | 0.9975 | 7999.15 |
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| Cubic | 5.41 | 0.9658 | 0.8583 | −0.0359 | 0.7447 | 6195.50 |
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| Linear | 0.082 | 0.6775 | 0.6259 | 0.5233 | <0.0001 | 0.25 |
| 2FI | 0.093 | 0.6847 | 0.5187 | 0.4182 | 0.9982 | 0.30 |
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| Cubic | 0.033 | 0.9858 | 0.9411 | 0.0669 | 0.2725 | 0.49 |
ANOVA of the SC-CO2 extraction of pitaya seed oil
| Source | Sum of squares | Degrees of freedom | Mean square |
| Prob > |
|---|---|---|---|---|---|
|
| |||||
| Model | 5632.46 | 14 | 402.32 | 17.32 | <0.0001 |
| Residual | 348.47 | 15 | 23.23 | ||
| Lack of fit | 185.32 | 10 | 18.53 | 0.57 | 0.7913 |
| Pure error | 163.15 | 5 | 32.63 | ||
| Cor total | 5980.93 | 29 | |||
|
| |||||
| Model | 0.50 | 14 | 0.036 | 25.47 | <0.0001 |
| Residual | 0.021 | 15 | 1.403 × 10−3 | ||
| Lack of fit | 0.017 | 10 | 1.696 × 10−3 | 2.08 | 0.2168 |
| Pure error | 4.079 × 10−3 | 5 | 8.15 × 10−4 | ||
| Cor total | 0.52 | 29 | |||
Significant at “Prob > F” less than 0.05.
Insignificant at “Prob > F” more than 0.05.
Regression coefficient and p-value (Prob > F) of the model
| Source | Yield (%) | Productivity (mmol h−1) | ||
|---|---|---|---|---|
| Coefficient | Prob > | Coefficient | Prob > | |
| Intercept | 85.61 | 0.43 | ||
|
| 0.62 | 0.5375 | 2.106 × 10−3 | 0.7867 |
|
| 3.46 | 0.0031 | −0.12 | <0.0001 |
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| 6.52 | <0.0001 | 0.034 | 0.0005 |
|
| 2.81 | 0.0119 | 0.015 | 0.0694 |
|
| 0.67 | 0.5864 | 4.491 × 10−3 | 0.6384 |
|
| 1.30 | 0.2977 | 6.703 × 10−3 | 0.4851 |
|
| 1.63 | 0.1952 | 9.548 × 10−3 | 0.3240 |
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| 1.17 | 0.3475 | −5.573 × 10−3 | 0.5606 |
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| 0.36 | 0.7692 | −3.937 × 10−3 | 0.6801 |
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| −0.81 | 0.5091 | −5.475 × 10−3 | 0.5674 |
|
| −10.00 | <0.0001 | −0.052 | <0.0001 |
|
| −3.59 | 0.0014 | 0.024 | 0.0041 |
|
| −8.01 | <0.0001 | −0.042 | <0.0001 |
|
| −1.85 | 0.0630 | −0.011 | 0.1468 |
Significant at “Prob > F” less than 0.05.
Insignificant at “Prob > F” more than 0.05.
Fig. 1Response surface plot showing the effects of reaction temperature and time on ester synthesis in terms of (a) the yield response and (b) the productivity response (substrate molar ratio = 3.00; enzyme loading = 0.15 g).
Fig. 2Response surface plot showing the effects of reaction temperature and substrate molar ratio on ester synthesis in terms of (a) the yield response and (b) the productivity response (time = 6 h; enzyme loading = 0.15 g).
Fig. 3Response surface plot showing the effects of the substrate molar ratio and enzyme loading on RPSOE in terms of (a) the yield response and (b) the productivity response (reaction temperature = 50 °C; time = 6 h).
Optimum conditions for the synthesis of red pitaya seed oil esters
| Exp | Optimum conditions | Yield (%) | Productivity (mmol h−1) | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
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| Predicted | Actual | Relative deviation | Predicted | Actual | Relative deviation | |
| 1 | 50.3 | 4.0 | 3.3 | 0.16 | 80.14 | 80.36 | 3.18 | 0.58 | 0.60 | 0.03 |
| 2 | 49.0 | 4.0 | 3.7 | 0.14 | 76.66 | 78.20 | 3.12 | 0.56 | 0.59 | 0.03 |
| 3 | 50.5 | 4.0 | 3.4 | 0.17 | 80.00 | 82.48 | 4.57 | 0.58 | 0.62 | 0.04 |
Fig. 4Gas chromatogram of standard esters.
Fig. 5Gas chromatogram of red pitaya seed oil esters.
Physicochemical properties of red pitaya seed oil (RPSO) and red pitaya seed oil esters (RPSOE)
| Properties | RPSO | RPSOE |
|---|---|---|
| Specific gravity (kg m−3) (25 °C) | 0.857 ± 0.001 | 0.832 ± 0.001 |
| Refractive index (25 °C) | 1.4675 ± 0.0005 | 1.457 ± 0.0002 |
| Iodine value (g of I2/100 g of oil) | 105.1 ± 2.5 | 118.5 ± 3.0 |
| Saponification value (mg of KOH/g of oil) | 133.4 ± 2.1 | 46.36 ± 0.3 |
| Acid value (mg of NaOH/g of oil) | 3.09 ± 0.10 | 0.53 ± 0.02 |
Irritancy testing of red pitaya seed oil esters (RPSOE)a
| Mean of OD | SD of OD | Mean of viability (%) | SD of viability |
|
| |
|---|---|---|---|---|---|---|
| RPSOE | 1.635 | 0.039 | 94.95 | 2.25 | Mean tissue viability > 50% | Non-irritant |
| Negative control | 1.722 | 0.070 | 100.00 | 4.19 | Mean tissue viability > 50% | Non-irritant |
| Positive control | 0.049 | 0.003 | 2.85 | 0.25 | Mean tissue viability ≤ 50% | Irritant |
OD: optical density; SD: standard deviation.
Fig. 6Relative viability of red pitaya seed oil esters (RPSOE) and negative and positive controls.