| Literature DB >> 31941038 |
Chun-Yan Dai1,2,3,4, Pei-Ran Liao1,2,3,4, Ming-Zhuo Zhao1,2,3,4, Chao Gong1, Yue Dang1,2,3,4, Yuan Qu1,2,3,4, Li-Sha Qiu1,2,3,4.
Abstract
(1) Background: Flavonoids are the primary medicinal ingredient of Saussurea involucrate, which have significant antioxidant capacity. Optimizing the extraction of Saussurea involucrate flavonoids (SIFs) and exploring the ability to block melanin deposition caused by reactive oxygen can greatly promote the development of S. involucrate whitening products. (2)Entities:
Keywords: Saussurea involucrate; antioxidant; human melanoma A375 cells; response surface; ultrasonic extraction process
Year: 2020 PMID: 31941038 PMCID: PMC7024147 DOI: 10.3390/molecules25020313
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Level and code of independent variable used for response surface analysis.
| Level | A: Extraction Time (min) | B: Ethanol Content (%) | C: Ratio of Liquor to Material ( |
|---|---|---|---|
| −1 | 45 | 50 | 40 |
| 0 | 60 | 60 | 50 |
| 1 | 75 | 70 | 60 |
Experimental design and results for response surface analysis. A, B, and C are extraction time, alcohol content, and ratio of liquor to material (v/w), respectively.
| Run Order | Variable | Total Flavonoids Y (%) | |||
|---|---|---|---|---|---|
| A | B | C | Observed | Predicted | |
| 1 | 0 | −1 | 1 | 4.59 | 4.42 |
| 2 | −1 | 0 | 1 | 3.42 | 3.1325 |
| 3 | 0 | −1 | −1 | 3.81 | 3.42 |
| 4 | 0 | 0 | 0 | 4.38 | 4.23 |
| 5 | 1 | −1 | 0 | 4.38 | 3.9425 |
| 6 | 0 | 0 | 0 | 4.68 | 4.23 |
| 7 | 1 | 1 | 0 | 3.24 | 2.7125 |
| 8 | 0 | 0 | 0 | 4.47 | 4.23 |
| 9 | 0 | 0 | 0 | 4.71 | 4.23 |
| 10 | 1 | 0 | 1 | 4.47 | 4.0325 |
| 11 | −1 | 0 | −1 | 3.78 | 3.4825 |
| 12 | 1 | 0 | −1 | 3.33 | 2.8825 |
| 13 | −1 | −1 | 0 | 3.39 | 3.1625 |
| 14 | −1 | 1 | 0 | 3.48 | 3.1925 |
| 15 | 0 | 0 | 0 | 4.77 | 4.23 |
| 16 | 0 | 1 | −1 | 3.99 | 3.42 |
| 17 | 0 | 1 | 1 | 3.57 | 3.22 |
Figure 1Plot of predicted vs observed values of the total flavonoids (A); the plot of the residuals versus the predicted response (B); the normal probability for the measured response values (C); Normal probability plots of residuals (D).
The results of analysis on variance (ANOVA) for the effects of variables. A, B, and C are extraction time, alcohol content, and ratio of liquor to material (v/w), respectively.
| Source | Sum of Squares | DF | Mean Square | F Value | |
|---|---|---|---|---|---|
| Model | 4.7575 | 9 | 0.5286 | 25.8661 | 0.0001 |
| A | 0.2278 | 1 | 0.2278 | 11.1474 | 0.0124 |
| B | 0.4465 | 1 | 0.4465 | 21.8489 | 0.0023 |
| C | 0.1624 | 1 | 0.1625 | 7.9490 | 0.0258 |
| AB | 0.3782 | 1 | 0.3782 | 18.5074 | 0.0036 |
| AC | 0.5625 | 1 | 0.5625 | 27.5244 | 0.0012 |
| BC | 0.3600 | 1 | 0.3600 | 17.6156 | 0.0041 |
| A2 | 1.5654 | 1 | 1.5655 | 76.6011 | <0.0001 |
| B2 | 0.5756 | 1 | 0.5756 | 28.1675 | 0.0011 |
| C2 | 0.2471 | 1 | 0.2471 | 12.0909 | 0.0103 |
| Residual | 0.1430 | 7 | 0.0204 | ||
| Lack of Fit | 0.0303 | 3 | 0.0101 | 0.3594 | 0.7866 |
| Pure Error | 0.1127 | 4 | 0.0282 | ||
| Cor Total | 4.9006 | 16 | |||
| DF = Degree of freedom | |||||
| Cor Total = Correlation Total | |||||
Regression coefficients estimate of the predicted quadratic polynomial model.
| Factor | Coefficient Estimate | Standard Error |
|---|---|---|
| Constant | 4.60 | 0.064 |
| A | 0.17 | 0.051 |
| B | −0.24 | 0.051 |
| C | 0.14 | 0.051 |
| AB | −0.31 | 0.071 |
| AC | 0.38 | 0.071 |
| BC | −0.30 | 0.071 |
| A2 | −0.61 | 0.070 |
| B2 | −0.37 | 0.070 |
| C2 | −0.24 | 0.070 |
Figure 2Response surface plots. (I–III) were showing the effects of extraction time (A), ethanol content (B), and (C) ratio of liquor to material on the content of total flavonoids, respectively. (IV–VI) were their contour plots, respectively.
Figure 3Antioxidant activities of ascorbic acid and the Saussurea involucrate flavonoids (SIFs) extract. (A–E) were the ferric ion reducing activity, DPPH radical scavenging rate, ABTS+ radical scavenging rate, hydroxyl radical scavenging rate and superoxide anion scavenging rate, respectively.
EC50 and correlation analysis between antioxidant activities and content of extract and ascorbic acid.
| Extract | Ascorbic Acid | |||||
|---|---|---|---|---|---|---|
| EC50 (mg/mL) | Multiple R | EC50 (mg/mL) | Multiple R | |||
| Ferrous Ion Reducing Power (A700) | 0.69 ± 0.027 | 0.0609 | 0.976 | 0.032 ± 0.004 | 0.129 | 0.995 |
| DPPH Scavenging Activity (%) | 6.13 ± 0.97 | 0.000494 | 0.935 | 0.063 ± 0.007 | 0.0000215 | 0.990 |
| ABTS Scavenging Activity (%) | 0.88 ± 0.013 | 0.0220 | 0.945 | 0.065 ± 0.010 | 0.0000418 | 0.984 |
| Hydrogen Peroxide Scavenging Activity (%) | 1.80 ± 0.147 | 0.00161 | 0.995 | 0.11 ± 0.033 | 0.00955 | 0.996 |
| Superoxide Anion Radical Scavenging Activity (%) | 3.84 ± 0.368 | 0.00000486 | 0.989 | 0.27 ± 0.061 | 0.0343 | 0.997 |
Figure 4The effect of SIFs extract on cell activity (A) and inhibition rate of tyrosinase and melanin synthesis in melanoma cells A375 (B). Different small letters mean significant differences at p < 0.05.
Figure 5The effect of SIFs extract on the activities of antioxidant enzymes SOD (A), CAT (B), and GPX (C) in melanoma cells A375. Different small letters mean significant differences at p < 0.05. SOD: superoxide dismutase; GPX: glutathione peroxidase; CAT: catalase.
Figure 6The effect of SIFs extract on relative expression of TYR (A), TYRP1 (B), TYRP2 (C), MCIR (D), and MITF (E) in melanoma cells A375.
The primer sequences of genes in qRT-PCR.
| Genes | RefSeq id | Sense Primer Sequence | Anti-Sense Primer Sequence |
|---|---|---|---|
|
| NM_000372.5 | 5′CACAGAGAGACGACTCTTGGTG3′ | 5′GCTGATGGTATGCTTTGCTAA3′ |
|
| NM_000550.2 | 5′CCCCAGTCACCAACACAGAAA3′ | 5′CAGATAAGAAGCAGTCCCAAAA3′ |
|
| NM_001129889.2 | 5′TATTAGGACCAGGACGCCC3′ | 5′CATCCAAGCTATCACAGACAGT3′ |
|
| NM_000248.3 | 5′GAGAACAGCAACGCGCAAAAG3′ | 5′CAGTGACACCGACGGGAGAAA3′ |
|
| NM_002386.3 | 5′GTCAAAGAGGATGGACTAAATGATC3′ | 5′CAGGAGTGGGCGGAAAA3′ |
|
| NM_001101.5 | 5′TTGCGTTACACCCTTTCTTG3′ | 5′TCACCTTCACCGTTCCAGT3′ |