| Literature DB >> 24174918 |
Nordiyanah Anuar1, Ahmad Faris Mohd Adnan, Naziz Saat, Norkasmani Aziz, Rosna Mat Taha.
Abstract
Anthocyanins not just have various benefits in food industry but also have been used as natural colourants in cosmetic, coating products and as potential natural photosensitizers in solar cell. Thus, the main purpose of this study was to obtain information on the maximum yield of anthocyanin that can be recovered from Melastoma malabathricum fruit. Factors such as extraction temperature, extraction time, and solid to liquid ratio were identified to be significantly affecting anthocyanin extraction efficiency. By using three-level three-factor Box-Behnken design, the optimized conditions for anthocyanin extraction by acidified methanol (R (2) = 0.972) were temperature of 60°C, time of 86.82 min, and 0.5 : 35 (g/mL) solid to liquid ratio while the optimum extraction conditions by acidified ethanol (R (2) = 0.954) were temperature of 60°C, time of 120 min, and 0.5 : 23.06 (g/mL) solid to liquid ratio. The crude anthocyanin extract was further purified by using Amberlite XAD-7 and Sephadex LH-20 column chromatography. Identification of anthocyanins revealed the presence of cyanidin dihexoside, cyanidin hexoside, and delphinidin hexoside as the main anthocyanins in M. malabathricum fruit.Entities:
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Year: 2013 PMID: 24174918 PMCID: PMC3794562 DOI: 10.1155/2013/810547
Source DB: PubMed Journal: ScientificWorldJournal ISSN: 1537-744X
Independent variables and their levels used for Box-Behnken design.
| Variables | Factors | Levels | ||
|---|---|---|---|---|
|
| −1 | 0 | 1 | |
| Extraction temperature, (°C) |
| 30 | 45 | 60 |
| Extraction time, (min) |
| 60 | 90 | 120 |
| Solid to liquid ratio, (g/mL) |
| 0.5 : 5 | 0.5 : 20 | 0.5 : 35 |
Adequecy of model tested.
| Source | Sum of squares | df | Mean square |
| Prob > | Remarks |
|---|---|---|---|---|---|---|
| Sequential model sum of squares for acidified methanolic extraction | ||||||
| Mean versus Total | 20893255.04 | 1 | 20893255.04 | |||
| Linear versus Mean | 128877.78 | 3 | 42959.26 | 20.25 | <0.0001 | |
| 2FI versus Linear | 10748.42 | 3 | 3582.81 | 2.13 | 0.1600 | |
| Quadratic versus 2FI | 12433.06 | 3 | 4144.35 | 6.60 | 0.0189 | Suggested |
| Cubic versus Quadratic | 874.80 | 3 | 291.60 | 0.33 | 0.8045 | Aliased |
| Residual | 3520.73 | 4 | 880.18 | |||
| Total |
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| Sequential model sum of squares for acidified ethanolic extraction | ||||||
| Mean versus Total | 7196887.80 | 1 | 7196887.80 | |||
| Linear versus Mean | 147605.80 | 3 | 49201.93 | 28.80 | <0.0001 | Suggested |
| 2FI versus Linear | 532.96 | 3 | 177.65 | 0.08 | 0.9683 | |
| Quadratic versus 2FI | 13908.91 | 3 | 4636.30 | 4.18 | 0.0544 | Suggested |
| Cubic versus Quadratic | 6069.16 | 3 | 2023.05 | 4.76 | 0.0829 | Aliased |
| Residual | 1699.43 | 4 | 424.86 | |||
| Total |
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| Source | Std. Dev. |
| Adjusted | Predicted | PRESS | Remarks |
|
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| Model summary statistics for acidified methanolic extraction | ||||||
| Linear | 46.058 | 0.824 | 0.783 | 0.654 | 54157.757 | |
| 2FI | 41.023 | 0.892 | 0.828 | 0.542 | 71629.308 | |
| Quadratic | 25.059 | 0.972 | 0.936 | 0.875 | 19498.004 | Suggested |
| Cubic | 29.668 | 0.977 | 0.910 | + | Aliased | |
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| Model summary statistics for acidified ethanolic extraction | ||||||
| Linear | 41.334 | 0.869 | 0.839 | 0.741 | 43972.027 | Suggested |
| 2FI | 46.559 | 0.872 | 0.796 | 0.406 | 100897.766 | |
| Quadratic | 33.314 | 0.954 | 0.895 | 0.413 | 99761.992 | Suggested |
| Cubic | 20.612 | 0.990 | 0.960 | + | Aliased | |
+ Case(s) with leverage of 1.0000: PRESS statistic not defined.
ANOVA for response surface quadratic model.
| Source | Coefficient estimate | Sum of squares | df | Mean square |
|
| Remarks |
|---|---|---|---|---|---|---|---|
| Acidified methanolic extraction | |||||||
| Model | 1114.595 | 152059.256 | 9 | 16895.473 | 26.906 | 0.0001 | Significant |
|
| 103.359 | 85464.893 | 1 | 85464.893 | 136.105 | <0.0001 | |
|
| 26.475 | 5607.274 | 1 | 5607.274 | 8.930 | 0.0203 | |
|
| 68.744 | 37805.617 | 1 | 37805.617 | 60.206 | 0.0001 | |
|
| −45.922 | 8435.296 | 1 | 8435.296 | 13.433 | 0.0080 | |
|
| 22.196 | 1970.579 | 1 | 1970.579 | 3.138 | 0.1198 | |
|
| 9.254 | 342.543 | 1 | 342.543 | 0.546 | 0.4842 | |
|
| 24.728 | 2574.683 | 1 | 2574.683 | 4.100 | 0.0825 | |
|
| −48.608 | 9948.234 | 1 | 9948.234 | 15.843 | 0.0053 | |
|
| 11.160 | 524.442 | 1 | 524.442 | 0.835 | 0.3912 | |
| Residual | 4395.537 | 7 | 627.934 | ||||
| Lack of fit | 874.804 | 3 | 291.601 | 0.331 | 0.8045 | Not significant | |
| Pure error | 3520.733 | 4 | 880.183 | ||||
| Cor total | 156454.793 | 16 | |||||
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| Acidified ethanolic extraction | |||||||
| Model | 664.170 | 162047.676 | 9 | 18005.297 | 16.224 | 0.0007 | Significant |
|
| 118.806 | 112918.450 | 1 | 112918.450 | 101.747 | <0.0001 | |
|
| 57.681 | 26616.436 | 1 | 26616.436 | 23.983 | 0.0018 | |
|
| 31.763 | 8070.915 | 1 | 8070.915 | 7.272 | 0.0308 | |
|
| 7.237 | 209.468 | 1 | 209.468 | 0.189 | 0.6770 | |
|
| −3.966 | 62.917 | 1 | 62.917 | 0.057 | 0.8186 | |
|
| −8.071 | 260.580 | 1 | 260.580 | 0.235 | 0.6428 | |
|
| 31.220 | 4103.958 | 1 | 4103.958 | 3.698 | 0.0959 | |
|
| −11.849 | 591.175 | 1 | 591.175 | 0.533 | 0.4892 | |
|
| −48.100 | 9741.404 | 1 | 9741.404 | 8.778 | 0.0210 | |
| Residual | 7768.593 | 7 | 1109.799 | ||||
| Lack of fit | 6069.165 | 3 | 2023.055 | 4.762 | 0.0829 | Not significant | |
| Pure error | 1699.428 | 4 | 424.857 | ||||
| Cor total | 169816.269 | 16 | |||||
Box-Behnken design arrangement and responses.
| Run |
| X2 | X3 | Anthocyanin yield* (mg/100 g) | Anthocyanin yield* (mg/100 g) | ||||
|---|---|---|---|---|---|---|---|---|---|
| (acidified methanolic extraction) | (acidified ethanolic extraction) | ||||||||
|
|
| % sd | Yexp |
| % sd | ||||
| 1 | 45 | 90 | 20 | 1132.18 | 1114.60 | 3.40 | 654.60 | 664.17 | 2.65 |
| 2 | 60 | 120 | 20 | 1164.47 | 1110.16 | 1.32 | 897.29 | 867.26 | 3.46 |
| 3 | 30 | 60 | 20 | 925.12 | 1114.60 | 1.10 | 484.27 | 514.29 | 8.36 |
| 4 | 45 | 90 | 20 | 1154.45 | 1114.60 | 2.84 | 633.44 | 664.17 | 1.85 |
| 5 | 45 | 60 | 5 | 982.45 | 1114.60 | 2.75 | 537.70 | 506.71 | 2.19 |
| 6 | 45 | 90 | 20 | 1094.33 | 1000.58 | 1.74 | 685.77 | 664.17 | 3.13 |
| 7 | 30 | 120 | 20 | 1065.39 | 1213.52 | 4.05 | 612.29 | 615.18 | 4.41 |
| 8 | 45 | 120 | 5 | 1021.42 | 1025.63 | 3.10 | 642.07 | 638.21 | 2.08 |
| 9 | 45 | 90 | 20 | 1079.86 | 1162.90 | 4.65 | 676.86 | 664.17 | 4.25 |
| 10 | 60 | 90 | 5 | 1177.27 | 914.96 | 2.87 | 704.42 | 738.30 | 3.95 |
| 11 | 45 | 120 | 35 | 1190.35 | 1181.62 | 4.29 | 654.60 | 685.59 | 1.79 |
| 12 | 45 | 60 | 35 | 1114.37 | 991.18 | 4.28 | 582.51 | 586.38 | 7.79 |
| 13 | 30 | 90 | 5 | 999.15 | 1344.78 | 2.65 | 491.78 | 492.76 | 1.18 |
| 14 | 60 | 60 | 20 | 1207.89 | 1114.60 | 3.10 | 740.32 | 737.43 | 9.90 |
| 15 | 30 | 90 | 35 | 1079.31 | 1093.67 | 7.93 | 598.10 | 564.21 | 8.31 |
| 16 | 60 | 90 | 35 | 1346.21 | 1059.75 | 5.70 | 794.87 | 793.89 | 0.00 |
| 17 | 45 | 90 | 20 | 1112.15 | 1174.63 | 3.16 | 670.18 | 664.17 | 3.32 |
*Data are presented as mean of triplicate analyses.
X 1: temperature; X 2: time; X 3: solid-liquid ratio.
% sd < 10 is considered significant.
Figure 1Normal probability plots of residuals for (a) methanolic extraction and (b) ethanolic extraction.
Figure 2Contour plot showing the effects of variables for (a–c) methanolic extraction and (d-f) ethanolic extraction.
Figure 3Perturbation plots for (a) methanolic extraction at temperature 60°C; time 120 min; solid to liquid ratio 23.1 g/mL and (b) ethanolic extraction at temperature 60°C; time 86.89 min; solid to liquid ratio 35 g/mL.
Experiment confirmation of predicted value at optimal extraction condition.
| Optimal levels | Anthocyanin yield (mg/100 g) | |||||
|---|---|---|---|---|---|---|
|
| Experimental value | Mean* | Relative errora (%) | |||
| 1 | 2 | 3 | ||||
| Acidified methanolic extraction | 1345.320 | 1297.503 | 1437.774 | 1303.348 | 1346.208 | 0.066 |
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| Acidified ethanolic extraction | 869.290 | 878.355 | 886.060 | 878.355 | 880.923 | 1.321 |
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aRelative error (%) = [(experimental value − predicted value)/experimental value] × 100%.
Mean is average value from triplicate of experimental run.
Figure 4Desirability ramp of optimization for (a) methanolic extraction and (b) ethanolic extraction.
Figure 5Mass spectra of anthocyanin-rich extract after gel filtration using Sephadex LH-20: (a–c) positive mode and (d-e) negative mode.