| Literature DB >> 29232935 |
Ho-Shin Huang1,2, Ean-Tun Liaw3.
Abstract
Hypericum formosanum is a valuable herb in Taiwan. In this study, response surface methodology was employed to optimize the ultrasound-assisted extraction of flavonoids from Hypericum formosanum. A central composite design with three variables (ethanol concentration, extraction time, and extraction temperature) was applied. Experimental results were fitted to the second order polynomial model and one-way analysis of variance was used to determine the goodness of fit of the model and the optimal conditions for responses. The optimal conditions for the maximum extraction yield of total flavonoid content (101.1 mg/g) using ultrasound-assisted extraction were ethanol concentration, 73.5%; extraction time, 38.3 min; and extraction temperature, 62.5 °C. The predicted result was consistent with the experimental result obtained under optimal extraction conditions. Hyperoside, astilbin, quercitrin, and quercetin from Hypericum formosanum extract (HFE) were identified by Ultra performance liquid chromatography-diode array detector-mass (UPLC-DAD-MS). HFE significantly reduced matrix metalloproteinase-1 protein expression in human skin keratinocyte cells, induced by advanced glycation end products.Entities:
Keywords: Hypericum formosanum; flavonoids; matrix metalloproteinase-1; response surface methodology
Mesh:
Substances:
Year: 2017 PMID: 29232935 PMCID: PMC6149692 DOI: 10.3390/molecules22122172
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1The effects of (a) concentration of ethanol; (b) extraction time; and (c) extraction temperature on the total flavonoid content (TFC) of the extract (N = 3).
Factors and levels in the response surface central composite design arrangement and experimental results.
| Run | X1 | X2 | X3 | Response Value |
|---|---|---|---|---|
| Concentration of Ethanol (%) | Extraction Time (min) | Extraction Temperature (°C) | TFC (mg/g) | |
| 1 | 75 | 20 | 80 | 90.1 |
| 2 | 52.5 | 40 | 60 | 89.9 |
| 3 | 30 | 20 | 40 | 65.5 |
| 4 | 30 | 40 | 60 | 80.2 |
| 5 | 30 | 60 | 80 | 70.5 |
| 6 | 75 | 20 | 40 | 81.9 |
| 7 | 52.5 | 40 | 60 | 94.7 |
| 8 | 75 | 40 | 60 | 101.5 |
| 9 | 52.5 | 40 | 60 | 94.5 |
| 10 | 52.5 | 40 | 80 | 90.2 |
| 11 | 52.5 | 40 | 40 | 75.3 |
| 12 | 30 | 20 | 80 | 70.2 |
| 13 | 52.5 | 60 | 60 | 90.2 |
| 14 | 30 | 60 | 40 | 67.7 |
| 15 | 75 | 60 | 80 | 92.1 |
| 16 | 52.5 | 20 | 60 | 85.2 |
| 17 | 52.5 | 40 | 60 | 95.2 |
| 18 | 75 | 60 | 40 | 90.2 |
| 19 | 52.5 | 40 | 60 | 94.9 |
| 20 | 52.5 | 40 | 60 | 95.1 |
Analysis of variance for the quadratic polynomial model.
| Source | Sum of Squares | df | Mean Square | Significant | ||
|---|---|---|---|---|---|---|
| Model | 2084.65 | 9 | 231.63 | 28.33 | <0.0001 | Significant |
| X1 | 1034.29 | 1 | 1034.29 | 126.5 | <0.0001 | |
| X2 | 31.68 | 1 | 31.68 | 3.88 | 0.1234 | |
| X3 | 105.62 | 1 | 105.62 | 12.92 | 0.0773 | |
| X1X2 | 7.61 | 1 | 7.61 | 0.93 | 0.0049 | |
| X1X3 | 0.84 | 1 | 0.84 | 0.1 | 0.3576 | |
| X2X3 | 8.4 | 1 | 8.4 | 1.03 | 0.7545 | |
| X12 | 4.39 | 1 | 4.39 | 0.54 | 0.3345 | |
| X22 | 53.57 | 1 | 53.57 | 6.55 | 0.0284 | |
| X32 | 241.11 | 1 | 241.11 | 29.49 | 0.0003 | |
| Residual | 81.76 | 10 | 8.18 | |||
| Lack of Fit | 60.77 | 5 | 12.15 | 2.89 | 0.1342 | Not significant |
| Pure Error | 20.99 | 5 | 4.20 | |||
| Core total | 2166.41 | 19 | ||||
|
| 0.9587 |
Figure 2Response surface plots (3D) showing the effects of different extraction parameters including (a) concentration of ethanol; (b) extraction time and (c) extraction temperature on the response.
Figure 3UPLC-DAD chromatograms obtained at 270 nm from Hypericum formosanum extract (HFE); (a) 1 = Hyperoside, 2 = Astilbin, 3 = Quercitrin, 4 = Quercetin; (b) MS of Hyperoside; (c) MS of Astilbin; (d) MS of Quercitrin; (e) MS of Quercetin.
The results of experimental verification.
| Optimal Conditions | Total Flavonoid Content (mg/g) | |||
|---|---|---|---|---|
| Concentration of Ethanol (%) | Time (min) | Temperature (°C) | Experimental Result | Predicted Value |
| 73.5 | 38.3 | 62.5 | 101.7 ± 1.7 | 101.1 |
Figure 4Effects of HFE and QN (quercitrin) on Matrix metalloproteinase 1 (MMP-1) expression in human skin keratinocyte (HaCaT) treated by advanced glycation end products (AGEs) for 24 h. Data are shown as the mean ± standard deviation (SD) of three independent experiments (Positive control: 24 h AGE-induced #: p < 0.05 compared to negative control; *: p < 0.05 compared to positive control by Student’s t-test).
Independent variables and their coded and actual values used for optimization.
| Independent Variable | Symbol | Coded Levels | ||
|---|---|---|---|---|
| −1 | 0 | 1 | ||
| Concentration of ethanol (%) | X1 | 30 | 60 | 75 |
| Time (min) | X2 | 20 | 40 | 60 |
| Temperature (°C) | X3 | 40 | 60 | 80 |