| Literature DB >> 32846866 |
Ajaz Ahmad1, Muneeb U Rehman1, Adil Farooq Wali2, Hamed A El-Serehy3, Fahad A Al-Misned3, Saleh N Maodaa3, Hossam M Aljawdah3, Tahir Maqbool Mir4, Parvaiz Ahmad5.
Abstract
In the present investigation, the ultrasound-assisted extraction (UAE) conditions and optimization of Rhododendron arboreum polysaccharide (RAP) yield were studied by a Box-Behnken response surface design and the evaluation of its antioxidant potential. Three parameters that affect the productivity of UAE, such as extraction temperature (50-90 °C), extraction time (10-30 min), and solid-liquid ratio (1-2 g/mL), were examined to optimize the yield of the polysaccharide percentage. The chromatographic analysis revealed that the composition of monosaccharides was found to be glucose, galactose, mannose, arabinose, and fucose. The data were fitted to polynomial response models, applying multiple regression analysis with a high coefficient of determination value (R2 = 0.999). The data exhibited that the extraction parameters have significant effects on the extraction yield of polysaccharide percentage. Derringer's desirability prediction tool was attained under the optimal extraction conditions (extraction temperature 66.75 °C, extraction time 19.72 min, and liquid-solid ratio 1.66 mL/g) with a desirability value of 1 yielded the highest polysaccharide percentage (11.56%), which was confirmed through validation experiments. An average of 11.09 ± 1.65% of polysaccharide yield was obtained in optimized extraction conditions with a 95.43% validity. The in vitro antioxidant effect of polysaccharides of R. arboreum was studied. The results showed that the RAP extract exhibited a strong potential against free radical damage.Entities:
Keywords: Box–Behnken design; Rhododendron arboreum; antioxidant activity; polysaccharides
Mesh:
Substances:
Year: 2020 PMID: 32846866 PMCID: PMC7504118 DOI: 10.3390/molecules25173835
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.927
Figure 1HPLC chromatograms of monosaccharide standard samples (A) and hydrolyzed RAP) (B). Glucose (RT 15.739 min), galactose (RT 16.587), mannose (RT 17.514), arabinose (RT 18.303), and fucose (RT 18.569). RAP: Rhododendron arboreum polysaccharides; RT: Retention time.
The Box–Behnken response surface design and corresponding response values.
| Run | Temp. (°C) | Time (min) | Solid/Liquid (g/mL) Ratio | RAP (%) | Residual | |
|---|---|---|---|---|---|---|
| Actual | Predicted | |||||
|
| 50 | 10 | 1.5 | 6.95 | 6.885 | 0.065 |
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| 90 | 10 | 1.5 | 10.59 | 10.56 | 0.025 |
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| 50 | 30 | 1.5 | 8.57 | 8.59 | −0.025 |
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| 90 | 30 | 1.5 | 6.35 | 6.41 | −0.065 |
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| 50 | 20 | 1 | 5.22 | 5.38 | −0.165 |
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| 90 | 20 | 1 | 8.52 | 8.64 | −0.125 |
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| 50 | 20 | 2 | 9.41 | 9.28 | 0.125 |
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| 90 | 20 | 2 | 7.69 | 7.52 | 0.165 |
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| 70 | 10 | 1 | 6.95 | 6.85 | 0.1 |
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| 70 | 30 | 1 | 7.65 | 7.46 | 0.19 |
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| 70 | 10 | 2 | 9.88 | 10.07 | −0.19 |
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| 70 | 30 | 2 | 6.92 | 7.02 | −0.1 |
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| 70 | 20 | 1.5 | 11.65 | 11.64 | 0.0066 |
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| 70 | 20 | 1.5 | 11.64 | 11.64 | −0.0033 |
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| 70 | 20 | 1.5 | 11.64 | 11.64 | −0.0033 |
Sequential model fitting for the yield of polysaccharide.
| Model (Sequential) Sum of Squares | |||||
|---|---|---|---|---|---|
| Source | Sum of | Df | Mean | F Value | Prob > F |
| Mean vs. Total | 1120.26 | 1 | 1120.26 | ||
| Linear vs. Mean | 7.96 | 3 | 2.65 | 0.56 | 0.6549 |
| 2FI vs. Linear | 18.24 | 3 | 6.08 | 1.42 | 0.3074 |
| Quadratic vs. 2FI | 34.19 | 3 | 11.37 | 303.006 | <0.0001 |
| Cubic vs. Quadratic | 0.18 | 3 | 0.06 | 1876 | 0.0005 |
| Residual | 6.67 | 2 | 3.33 | ||
| Total | 1180.77 | 15 | 78.72 | ||
|
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| Linear | 52.53997 | 9 | 5.837775 | 175,133.2 | <0.0001 |
| 2FI | 34.30607 | 6 | 5.717679 | 171,530.4 | <0.0001 |
| Quadratic | 0.1876 | 3 | 0.062533 | 1876 | 0.0005 |
| Cubic | 0 | 0 | |||
| Pure Error | 6.67 × 10−5 | 2 | 3.33 × 10−5 | ||
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| Linear | 2.18 | 0.13 | −0.10 | −0.41 | 85.66 |
| 2FI | 2.07 | 0.43 | 0.001 | −0.15 | 69.80 |
| Quadratic | 0.19 | 0.999 | 0.99 | 0.95 | 3.01 |
| Cubic | 0.005 | 0.999 | 0.99 | ||
Analysis of the variance and regression coefficients of the calculated surface quadratic model polysaccharide yield.
| Source | Sum of | Coefficient Estimate | Df | Mean | SEM | F Value | |
|---|---|---|---|---|---|---|---|
| Model | 60.31 | 11.64 | 9 | 6.70 | 0.11 | 178.56 | <0.0001 |
| A-Extraction Temperature | 1.12 | 0.37 | 1 | 1.12 | 0.068 | 29.97 | 0.0028 |
| B-Extraction Time | 2.97 | −0.61 | 1 | 2.97 | 0.068 | 79.31 | 0.0003 |
| C-Solid/Liquid Ratio | 3.86 | 0.69 | 1 | 3.86 | 0.068 | 102.95 | 0.0002 |
| AB | 8.58 | −1.46 | 1 | 8.58 | 0.097 | 228.72 | <0.0001 |
| AC | 6.30 | −1.25 | 1 | 6.30 | 0.097 | 167.85 | <0.0001 |
| BC | 3.34 | −0.91 | 1 | 3.34 | 0.097 | 89.22 | 0.0002 |
| A2 | 12.42 | −1.83 | 1 | 12.42 | 0.10 | 330.94 | <0.0001 |
| B2 | 10.59 | −1.69 | 1 | 10.59 | 0.10 | 282.35 | <0.0001 |
| C2 | 16.27 | −2.09 | 1 | 16.27 | 0.10 | 433.48 | <0.0001 |
| Residual | 0.18 | 5 | 0.037 | ||||
| Lack of Fit | 1.876 | 3 | 0.062 | 0.0702 | |||
| Cor Total | 60.50 | 14 |
Figure 2Diagnostic plots for the Box–Behnken model adequacy of the tested variable (predicted vs. actual) against the polysaccharide yield. (A) Normal plot of residuals; (B) Residuals vs. Predicted; (C) Residuals vs. Run; (D) Predicted vs. Actual; (E) Cox-Cox plot for power transforms; (F) Perturbation.
Figure 3Response surface interaction and contour plots (A,D) showing the effect of the extraction time and extraction temperature; (B,E) solid–liquid ratio and extraction temperature; (C,F) solid liquid ratio and extraction time of the polysaccharide yield. The color intensity (red) in each figure represents the polysaccharide concentration.
Antioxidant activity of Rhododendron arboreum polysaccharides (RAP) on 2,2-diphenyl-1-picryl hydrazyl radical (DPPH), 2,2′-azino-bis (3-ethylbenzothiazoline-6-sulfonic acid) (ABTS), and Nitric oxide (NO).
| DPPH | ||||||
|---|---|---|---|---|---|---|
| Ascorbic Acid | RAP Extract | |||||
| S. No. | Conc. (µg/mL) | % Inhibition (Mean± SEM) | IC50 | Conc. (µg/mL) | % Inhibition (Mean ± SEM) | IC50 |
|
| 5 | 41.21 ± 1.34 | 8.84 | 5 | 31.26 ± 1.51 | 27.66 |
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| 10 | 52.59 ± 1.59 | 10 | 42.56 ± 1.29 | ||
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| 15 | 64.12 ± 1.21 | 15 | 53.22 ± 1.45 | ||
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| 20 | 73.11 ± 1.15 | 20 | 63.44 ± 1.56 | ||
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| 25 | 83.13 ± 1.77 | 25 | 71.29 ± 1.88 | ||
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| 5 | 38.22 ± 1.56 | 9.62 | 5 | 26.22 ± 1.09 | 31.26 |
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| 10 | 51.60 ± 1.44 | 10 | 36.85 ± 1.22 | ||
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| 15 | 63.12 ± 1.13 | 15 | 49.42 ± 1.51 | ||
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| 20 | 76.12 ± 1.22 | 20 | 59.11 ± 1.74 | ||
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| 25 | 90.31 ± 2.09 | 25 | 71.88± 1.91 | ||
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| 5 | 36.29 ± 1.09 | 10.32 | 5 | 18.65 ± 1.31 | 38.24 |
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| 10 | 49.22 ± 1.38 | 10 | 29.55 ± 1.22 | ||
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| 15 | 61.85 ± 1.71 | 15 | 41.22 ± 1.19 | ||
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| 20 | 74.98 ± 1.88 | 20 | 56.66 ± 1.48 | ||
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| 25 | 88.65 ± 1.99 | 25 | 62.35 ± 1.63 | ||