| Literature DB >> 35539757 |
Hongguang Zhang1,2, Shuhua Liu1, Huaizhi Li3, Fumin Xue1, Shuxin Han1, Liang Wang2, Yan Cheng1, Xiao Wang1.
Abstract
As an alternative to organic solvents, subcritical water was employed for the first time as an effective solvent for the extraction of isoflavones from Puerariae lobata. Optimum experimental conditions for the extraction of the four main isoflavones were established by single factor experiments, and the optimum experimental conditions for total isoflavone extraction were established further by response surface methodology. With an extraction time of 45 min and a liquid/solid ratio of 1 : 20, the extraction yields of puerarin, 3'-methoxypuerarin, and daidzin reached maxima at extraction temperatures of 120 °C, 140 °C and 200 °C, respectively. Moreover, puerarin, 3'-methoxypuerarin and daidzin were degraded and produced various byproducts due to hydrothermal reactions at higher temperatures. The maximum extraction yields of the total isoflavones were obtained by response surface methodology (extraction time of 45 min, solid/liquid ratio of 1 : 15 and extraction temperature of 120 °C). Compared to conventional solvents, subcritical water utilized less solvent and required a shorter extraction time. This journal is © The Royal Society of Chemistry.Entities:
Year: 2018 PMID: 35539757 PMCID: PMC9081427 DOI: 10.1039/c8ra02653j
Source DB: PubMed Journal: RSC Adv ISSN: 2046-2069 Impact factor: 3.361
Fig. 1(a) Typical HPLC chromatogram of the Puerariae lobata extract obtained by SCWE (120 °C; 15 min; 4.50 mL water); (b) HPLC chromatogram of standard substances (puerarin, 3′-methoxypuerarin, daidzin and daidzein) mixed at concentrations of 10 μg mL−1.
Fig. 2Effect of extraction temperature on the extraction yields of isoflavones from Puerariae lobata (30 min; 4.50 mL water).
Fig. 3Effect of extraction time on the extraction yields of isoflavones from Puerariae lobata (120 °C; 4.50 mL water).
Fig. 4Effect of solid/liquid ratio on the extraction yields of isoflavones from Puerariae lobata (120 °C; 4.50 mL water).
Experimental domain with natural and coded values of independent variables used in Box–Behnken design (BBD)
| Factors | Units | Variables | Range and levels | ||
|---|---|---|---|---|---|
| −1 | 0 | 1 | |||
| Extraction temperature | °C |
| 110 | 120 | 140 |
| Extraction time | min |
| 15 | 30 | 45 |
| Liquid/solid ratio | g mL−1 |
| 1 : 10 | 1 : 15 | 1 : 25 |
Box–Behnken program experimental design with natural and coded SCWE conditions and experimentally obtained values for total yields of isoflavones from Puerariae lobata
| Run | Temperature | Time | Liquid/solid ratio | Yield (%) | |
|---|---|---|---|---|---|
|
|
|
| Actual value | Predicted value | |
| 1 | 1 | 0 | 1 | 9.83 ±0.31 | 9.84 ± 0.30 |
| 2 | 0 | 0 | 0 | 10.02 ± 0.22 | 10.14 ± 0.21 |
| 3 | 0 | 0 | 0 | 10.14 ± 0.32 | 10.14 ± 0.33 |
| 4 | 1 | 0 | −1 | 9.84 ± 0.47 | 9.90 ± 0.48 |
| 5 | −1 | −1 | 0 | 9.80 ± 0.45 | 9.81 ± 0.49 |
| 6 | 0 | 0 | 0 | 10.16 ± 0.39 | 10.14 ± 0.40 |
| 7 | 0 | 1 | 1 | 10.10 ± 0.41 | 10.12 ± 0.40 |
| 8 | 0 | 0 | 0 | 10.18 ± 0.37 | 10.14 ± 0.36 |
| 9 | 1 | 1 | 0 | 10.02 ± 0.44 | 10.00 ± 0.43 |
| 10 | 0 | −1 | −1 | 9.98 ± 0.24 | 9.96 ± 0.23 |
| 11 | 0 | 0 | 0 | 10.21 ± 0.30 | 10.14 ± 0.29 |
| 12 | 0 | 1 | −1 | 10.09 ± 0.47 | 10.04 ± 0.46 |
| 13 | −1 | 1 | 0 | 9.98 ± 0.29 | 10.04 ± 0.29 |
| 14 | 0 | −1 | 1 | 9.73 ± 0.18 | 9.78 ± 0.17 |
| 15 | 1 | −1 | 0 | 9.90 ± 0.31 | 9.85 ± 0.30 |
| 16 | −1 | 0 | 1 | 9.92 ± 0.43 | 9.84 ± 0.42 |
| 17 | −1 | 0 | −1 | 9.88 ± 0.27 | 9.89 ± 0.26 |
The predicted regression model in terms of coded factors from Box–Behnken program analysis
| Factor | Coefficient estimate | df | Standard error | 95% CI low | 95% CI high | VIF |
|---|---|---|---|---|---|---|
| Intercept | 10.16 | 1 | 0.043 | 10.06 | 10.27 | |
|
| 0.0075 | 1 | 0.031 | −0.06 | 0.087 | 1.06 |
|
| 0.096 | 1 | 0.032 | 6.98 × 10−3 | 0.16 | 1.05 |
|
| 0.026 | 1 | 0.032 | −0.053 | 0.097 | 1.05 |
|
| −0.021 | 1 | 0.043 | −0.14 | 0.057 | 1.05 |
|
| 0.003632 | 1 | 0.043 | −0.094 | 0.11 | 1.05 |
|
| −0.066 | 1 | 0.044 | −0.17 | 0.038 | 1 |
|
| −0.18 | 1 | 0.049 | −0.3 | −0.064 | 1.06 |
|
| −0.054 | 1 | 0.043 | -0.14 | 0.062 | 1.01 |
|
| −0.11 | 1 | 0.043 | -0.23 | −0.028 | 1.01 |
Analysis of variance of the fitted second-order polynomial model for total extraction yields of isoflavones
| Source | Sum of squares | Mean df |
|
| Prob > |
|---|---|---|---|---|---|
| Model | 0.3 | 9 | 0.033 | 5.35 | 0.0189 |
|
| 4.50 × 10−6 | 1 | 4.5 × 10−6 | 7.28 × 10−4 | 0.9792 |
|
| 0.07 | 1 | 0.07 | 11.34 | 0.012 |
|
| 5.18 × 10−3 | 1 | 5.18 × 10−3 | 0.84 | 0.3905 |
|
| 1.81 × 10−3 | 1 | 1.81 × 10−3 | 0.29 | 0.6056 |
|
| 5.57 × 10−5 | 1 | 5.57 × 10−5 | 9.01 × 10−3 | 0.9271 |
|
| 0.017 | 1 | 0.017 | 2.82 | 0.1371 |
|
| 0.1 | 1 | 0.1 | 16.89 | 0.0045 |
|
| 0.012 | 1 | 0.012 | 2.01 | 0.1994 |
|
| 0.055 | 1 | 0.055 | 8.82 | 0.0208 |
| Residual | 0.043 | 7 | 6.18 × 10−3 | — | — |
| Lack of fit | 0.022 | 3 | 7.28 × 10−3 | 1.36 | 0.3752 |
| Pure error | 0.021 | 4 | 5.36 × 10−3 | — | — |
| Cor total | 0.34 | 16 | — | — | — |
Fig. 5Comparison of experimental and predicted total isoflavones yields from Puerariae lobata.
Fig. 6Response surface plots showing interactions between experimental parameters on the total isoflavone yields from Puerariae lobata: (a) extraction time (min) and temperature (°C); (b) solid/liquid ratio and temperature (°C); (c) solid/liquid ratio and extraction time (min).
Comparison of the total isoflavone yields obtained from Puerariae lobata with different extraction methods
| Extraction method | Operation conditions | Extraction yields | ||
|---|---|---|---|---|
| Reflux extraction | 90 °C | 120 min | 1 : 40 | 9.21 ± 0.36% |
| Ultrasonic extraction | 50 °C | 45 min | 1 : 30 | 9.64 ± 0.23% |
| SCWE | 120 °C | 35 min | 1 : 15 | 10.05 ± 0.42% |