| Literature DB >> 26389874 |
Danyan Ye1, Zebin Jiang2, Fuchun Zheng3, Hongmei Wang4, Yanmei Zhang5, Fenfei Gao6, Peihong Chen7, Yicun Chen8,9, Ganggang Shi10,11,12.
Abstract
Polysaccharides from Grateloupia livida (Harv.) Yamada (GL) were extracted by a heating circumfluence method. Single-factor experiments were performed for the three parameters: extraction time (X₁), extraction temperature (X₂) and the ratio of water to raw material (X₃) and their test range. From preliminary experimental results, one type of the response surface methodology, the Box-Behnken design was applied for the optimizing polysaccharide extraction conditions. The experimental data obtained were fitted to a second-order polynomial equation. The optimal conditions were extraction time 5 h, extraction temperature 100 °C and ratio of water to raw material 70 mL/g. Under these conditions, the experimental yield was 39.22% ± 0.09%, which well matched the predicted value (39.25%), with 0.9774 coefficient of determination (R²). GL polysaccharides had scavenging activities for DPPH and hydroxyl radicals in vitro. The scavenging rates for both radicals peaked at 20 mg/mL GL concentration. However, the positive standard, VC (ascorbic acid), possessed stronger antioxidant activities than GL polysaccharides. Furthermore, the anticancer activity of GL polysaccharides on HepG2 cell proliferation increased dose- and time-dependently, but the positive standard, 5-fluorouracil (5-fu) showed more significant anticancer activity in this study. Overall, GL polysaccharides may have potential applications in the medical and food industries.Entities:
Keywords: Box-Behnken design; Grateloupia livida (Harv.) Yamada; antioxidant and anti-cancer activity; polysaccharide extraction
Mesh:
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Year: 2015 PMID: 26389874 PMCID: PMC6332504 DOI: 10.3390/molecules200916817
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1Effect of extraction time (A); extraction temperature (B); and ratio of water to raw material (C) on extraction yield of G. livida (Harv.) Yamada (GL) polysaccharides.
Factors and levels in the Box-Behnken design used to examine extraction yield of G. livida (Harv.) Yamada (GL) polysaccharides.
| Independent Symbol Variables | Factor Level | ||
|---|---|---|---|
| −1 | 0 | 1 | |
| Extraction X1 (h) time | 4 | 5 | 6 |
| Extraction X2 (°C) temperature | 80 | 90 | 100 |
| Ratio of water X3 (mL/g) to raw material | 60 | 70 | 80 |
Design and results of Box-Behnken design used to examine extraction yield of G. livida (Harv.) Yamada (GL) polysaccharides.
| Run | Factor Level | Extraction Yield (%) | Extraction Yield (%) | Residue (%) | ||
|---|---|---|---|---|---|---|
| X1 (h) | X2 (°C) | X3 (mL/g) | Experimental | Predicted | ||
| 1 | 4 | 80 | 70 | 31.07 | 31.75 | −0.68 |
| 2 | 4 | 100 | 70 | 39.48 | 38.53 | 0.95 |
| 3 | 6 | 80 | 70 | 37.01 | 37.96 | −0.95 |
| 4 | 6 | 100 | 70 | 38.06 | 37.44 | 1.62 |
| 5 | 5 | 80 | 60 | 33.53 | 33.00 | 0.53 |
| 6 | 5 | 80 | 80 | 24.96 | 23.86 | 1.10 |
| 7 | 5 | 100 | 60 | 29.53 | 30.63 | −1.10 |
| 8 | 5 | 100 | 80 | 31.90 | 32.43 | −0.53 |
| 9 | 4 | 90 | 60 | 34.75 | 34.60 | 0.15 |
| 10 | 6 | 90 | 60 | 27.35 | 26.93 | 0.42 |
| 11 | 4 | 90 | 80 | 20.30 | 20.72 | −0.42 |
| 12 | 6 | 90 | 80 | 33.31 | 34.40 | −1.09 |
| 13 | 5 | 90 | 70 | 39.23 | 37.79 | 1.44 |
| 14 | 5 | 90 | 70 | 36.52 | 37.79 | −1.27 |
| 15 | 5 | 90 | 70 | 37.63 | 37.79 | −0.16 |
ANOVA of the experimental data.
| Source | Sum of Squares | df | Mean Square | ||
|---|---|---|---|---|---|
| Model | 424.74 | 9 | 47.19 | 24.01 | 0.0014 |
| X1 | 12.83 | 1 | 12.83 | 6.52 | 0.0510 |
| X2 | 19.22 | 1 | 19.22 | 9.78 | 0.0261 |
| X3 | 26.97 | 1 | 26.97 | 13.72 | 0.0139 |
| X1X2 | 13.54 | 1 | 13.54 | 6.89 | 0.0468 |
| X1X3 | 104.14 | 1 | 104.14 | 52.97 | 0.0008 |
| X2X3 | 29.92 | 1 | 29.92 | 15.22 | 0.0114 |
|
| 5.50 | 1 | 5.50 | 2.80 | 0.1553 |
| 0.10 | 1 | 0.10 | 0.053 | 0.8271 | |
| 215.82 | 1 | 215.82 | 109.78 | 0.0001 | |
| Residual | 9.83 | 5 | 1.97 | ||
| Lack of fit | 6.12 | 3 | 2.04 | 1.10 | 0.5090 |
| Pure error | 3.71 | 2 | 1.86 | ||
| Total model | 434.57 | 14 | |||
|
| CV = 4.25% | Adequate precision = 15.554 |
R2, determination coefficient; , adjusted R2; CV, coefficient of variation.
Figure 2Response surface plots (A,C,E) and contour plots (B,D,F) showing the interactive effects of extraction time (X1), extraction temperature (X2) and ratio of water to raw material (X3) on yield of GL polysaccharides.
Figure 3DPPH radical scavenging activity of GL polysaccharides and VC. Data are mean ± SD (n = 3).
Figure 4Hydroxyl radical scavenging activity of GL polysaccharides and VC. Data are mean ± SD (n = 3).
Figure 5GL polysaccharides and 5-fu were incubated with HepG2 cells for 24, 48, and 72 h (n = 3). ** p ˂ 0.01.