| Literature DB >> 28671617 |
Siti Maisurah Zakaria1, Siti Mazlina Mustapa Kamal2, Mohd Razif Harun3, Rozita Omar4, Shamsul Izhar Siajam5.
Abstract
Chlorella sp. microalgae is a potential source of antioxidants and natural bioactive compounds used in the food and pharmaceutical industries. In this study, a subcritical water (SW) technology was applied to determine the phenolic content and antioxidant activity of Chlorella sp. This study focused on maximizing the recovery of Chlorella sp. phenolic content and antioxidant activity measured by 2,2-diphenyl-1-picrylhydrazyl (DPPH) assay as a function of extraction temperature (100-250 °C), time (5-20 min) and microalgae concentration (5-20 wt. %) using response surface methodology. The optimal operating conditions for the extraction process were found to be 5 min at 163 °C with 20 wt. % microalgae concentration, which resulted in products with 58.73 mg gallic acid equivalent (GAE)/g phenolic content and 68.5% inhibition of the DPPH radical. Under optimized conditions, the experimental values were in close agreement with values predicted by the model. The phenolic content was highly correlated (R² = 0.935) with the antioxidant capacity. Results indicated that extraction by SW technology was effective and that Chlorella sp. could be a useful source of natural antioxidants.Entities:
Keywords: antioxidant; extraction; microalgae; phenolic; subcritical water
Mesh:
Substances:
Year: 2017 PMID: 28671617 PMCID: PMC6152142 DOI: 10.3390/molecules22071105
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Independent variables used for response surface methodology.
| Standard Order | Run Order | Temperature, X1 (°C) | Time, X2 (min) | Microalgae Concentration, X3 (wt. %) |
|---|---|---|---|---|
| 16 | 1 | 175 | 12.5 | 12.5 |
| 6 | 2 | 250 | 5 | 20 |
| 14 | 3 | 175 | 12.5 | 20 |
| 12 | 4 | 175 | 20 | 12.5 |
| 8 | 5 | 250 | 20 | 20 |
| 5 | 6 | 100 | 5 | 20 |
| 7 | 7 | 100 | 20 | 20 |
| 9 | 8 | 100 | 12.5 | 12.5 |
| 3 | 9 | 100 | 20 | 5 |
| 15 | 10 | 175 | 12.5 | 12.5 |
| 19 | 11 | 175 | 12.5 | 12.5 |
| 1 | 12 | 100 | 5 | 5 |
| 11 | 13 | 175 | 5 | 12.5 |
| 10 | 14 | 250 | 12.5 | 12.5 |
| 17 | 15 | 175 | 12.5 | 12.5 |
| 4 | 16 | 250 | 20 | 5 |
| 2 | 17 | 250 | 5 | 5 |
| 18 | 18 | 175 | 12.5 | 12.5 |
| 13 | 19 | 175 | 12.5 | 5 |
| 20 | 20 | 175 | 12.5 | 12.5 |
Experimental data for the response of phenolic content and antioxidant activity under different extraction conditions.
| Run Order | Phenolic Content, Y1 (mg Gallic Acid Equivalent (GAE)/g) | Antioxidant Activity, Y2 (% of Inhibition) |
|---|---|---|
| 1 | 51.1 | 66.22 |
| 2 | 30.98 | 49.91 |
| 3 | 50 | 61.69 |
| 4 | 42.91 | 57.58 |
| 5 | 23.45 | 47.03 |
| 6 | 48.7 | 58.02 |
| 7 | 24.21 | 48.95 |
| 8 | 35.11 | 53.4 |
| 9 | 22.99 | 44.73 |
| 10 | 59.15 | 67.12 |
| 11 | 51.98 | 66.63 |
| 12 | 32.45 | 52.7 |
| 13 | 52.1 | 67.04 |
| 14 | 28.97 | 47.38 |
| 15 | 52.3 | 67.09 |
| 16 | 29.75 | 47.94 |
| 17 | 20.95 | 44.67 |
| 18 | 53.1 | 67.11 |
| 19 | 49.87 | 58.94 |
| 20 | 51.64 | 66.41 |
Analysis of variance for response surface quadratic model (unreduced model).
| Source | df | Phenolic Content | Comment | Antioxidant Activity | Comment | ||||
|---|---|---|---|---|---|---|---|---|---|
| Sum of Squares | F Value | Pr > F | Sum of Squares | F Value | Pr > F | ||||
| Model | 9 | 3005.13 | 46.18 | <0.0001 | significant | 1364.71 | 25.67 | <0.0001 | significant |
| XI | 1 | 86.2 | 11.92 | 0.0062 | significant | 43.56 | 7.37 | 0.0217 | significant |
| X2 | 1 | 175.31 | 24.25 | 0.0006 | significant | 68.17 | 11.54 | 0.0068 | significant |
| X3 | 1 | 45.5 | 6.29 | 0.031 | significant | 27.62 | 4.68 | 0.0559 | |
| X1X2 | 1 | 155.06 | 21.44 | 0.0009 | significant | 37.98 | 6.43 | 0.0296 | significant |
| X1X3 | 1 | 23.6 | 3.26 | 0.101 | 3.39 | 0.57 | 0.466 | ||
| X2X3 | 1 | 122.93 | 17 | 0.0021 | significant | 6.57 | 1.11 | 0.3164 | |
| X12 | 1 | 986.82 | 136.48 | 0.0001 | significant | 452.39 | 76.59 | 0.0001 | significant |
| X22 | 1 | 33.27 | 4.6 | 0.0575 | 2.26 | 0.38 | 0.5503 | ||
| X32 | 1 | 3.02 | 0.42 | 0.5326 | 23.14 | 3.92 | 0.076 | ||
| Residual | 10 | 72.31 | 59.07 | ||||||
| Pure Error | 5 | 44.55 | 0.79 | ||||||
| R2 | 0.9765 | 0.9585 | |||||||
Analysis of variance for the response surface quadratic model (reduced model).
| Source | Sum of Squares | Phenolic Content | Comment | Sum of Squares | Antioxidant Activity | Comment | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| df | F Value | Pr > F | df | F Value | Pr > F | |||||
| Model | 2978.51 | 7 | 51.61 | <0.0001 | significant | 1352.49 | 6 | 41.11 | <0.0001 | significant |
| XI | 86.2 | 1 | 10.46 | 0.0072 | significant | 43.56 | 1 | 7.94 | 0.0145 | significant |
| X2 | 175.31 | 1 | 21.27 | 0.0006 | significant | 68.17 | 1 | 12.43 | 0.0037 | significant |
| X3 | 45.5 | 1 | 5.52 | 0.0368 | significant | 27.62 | 1 | 5.04 | 0.0429 | significant |
| X1X2 | 155.06 | 1 | 18.81 | 0.001 | significant | 37.98 | 1 | 6.93 | 0.0207 | significant |
| X1X3 | - | - | - | - | - | - | - | - | - | - |
| X2X3 | 122.93 | 1 | 14.91 | 0.0023 | significant | - | - | - | - | - |
| X12 | 1196.45 | 1 | 145.13 | 0.0001 | significant | 554.67 | 1 | 101.05 | 0.0001 | significant |
| X22 | 47.96 | 1 | 5.82 | 0.0328 | significant | - | - | - | - | - |
| X32 | - | - | - | - | - | 33.61 | 1 | 6.13 | 0.0278 | significant |
| Residual | 98.93 | 12 | 71.29 | 13 | ||||||
| Pure Error | 44.55 | 5 | 0.79 | 5 | ||||||
| R2 | 0.9679 | 0.9499 | ||||||||
Mathematical equations that describe the response variables [phenolic content and antioxidant activity] in response to the extraction temperature (X1), time (X2), and solid loading (X3).
| Response Variables | Regression Equation |
|---|---|
| Phenolic Content (mg GAE/g) | Y1 = 52.19 − 2.94 X1 − 4.19 X2 + 2.13 X3 + 4.40 X1X2 − 3.92X2X3 − 19.34 X1² − 3.87 X2² |
| Antioxidant Activity (% of inhibition) | Y2 = 65.23 − 2.09 X1 − 2.61 X2 + 1.66 X1X2 − 13.17 X1² − 3.24X3² |
Figure 1Response surface and contour plots for (a) phenolic content and (b) antioxidant activity as functions of temperature, time, and solid loading. The value of the missing independent variable in each plot was kept at the centre point.
Predicted and experimental values of responses at optimum conditions.
| Response Variables | Predicted Value | Actual Value | Differences (%) |
|---|---|---|---|
| Phenolic content (mg GAE/g) | 58.99 | 58.73 | 0.44 |
| Antioxidant activity (% of inhibition) | 67.17 | 68.05 | 1.31 |
Figure 2Scanning electron microscope (SEM) images of Chlorella sp. cell (a) before extraction process (untreated), and (b) after extraction at optimized conditions.
Figure 3Linear regression analysis of the phenolic content with respect to antioxidant capacity towards the DPPH radical.
Phenolic acid constituents in some plants and algae.
| Material | Extraction Solvent | Phenolic Compounds | Reference |
|---|---|---|---|
| methanol/water | caffeic acid, vanillic acid, syringic acid | [ | |
| methanol, ethanol, water | caffeic acid, ferulic acid, | [ | |
| acetone, methanol | caffeic acid, | [ | |
| methanol | caffeic acid, ferulic acid, chlorogenic acid | [ | |
| Apple pomace | acetone | caffeic acid, chlorogenic acid | [ |
| Litchi pulp | acetone | caffeic acid, ferulic acid, vanillic acid, syringic acid | [ |
| Propolis | ethanol/water | caffeic acid, ferulic acid, | [ |
| acetone | caffeic acid, ferulic acid, | [ | |
| Potato peel | water | caffeic acid, ferulic acid, | [ |
| water | caffeic acid, ferulic acid, | This study |
Range of independent variables and their corresponding levels.
| Symbol | Variables | Actual Value | Units | ||
|---|---|---|---|---|---|
| −1 | 0 | 1 | |||
| X1 | Temperature | 100 | 175 | 250 | °C |
| X2 | Time | 5 | 12.5 | 20 | min |
| X3 | Microalgae concentration | 5 | 12.5 | 20 | wt. % |
Figure 4(a) Batch fluid extraction system and (b) reactor cell.