| Literature DB >> 28773648 |
Xiao Ruan1, Li Yang2, Wen-Xia Cui3, Men-Xing Zhang4, Zhao-Hui Li5, Ben Liu6, Qiang Wang7.
Abstract
Supercritical fluid extraction (SFE) was used to extract total alkaloids, peimisine, peimine and peiminine from the bulb of Fritillaria thunbergii Miq. The antioxidant capacity of the extracts was evaluated by DPPH radical scavenging activity (DPPH-RSA), ABTS radical scavenging activity (ABTS-RSA) and ferric reducing capacity (FRAP) assay. A central composite design (CCD) with four variables and five levels was employed for optimization of process parameters, and response surface plots were constructed in accordance with a second order polynomial model. Under optimal conditions of 3.0 h, 60.4 °C, 26.5 MPa and 89.3% ethanol, the highest yields were predicted to be 3.8 mg/g for total alkaloids, 0.5 mg/g for peimisine, 1.3 mg/g for peimine and 1.3 mg/g for peiminine, and the antioxidant capacity of extracts displayed EC50, DPPH value of 5.5 mg/mL, EC50, ABTS value of 0.3 mg/mL and FRAP value of 118.2 mg ascorbic acid equivalent (AAE)/100 g.Entities:
Keywords: Fritillaria thunbergii Miq; antioxidant capacity; central composite design; peimine; peiminine; peimisine; supercritical fluid extraction; total alkaloids
Year: 2016 PMID: 28773648 PMCID: PMC5456939 DOI: 10.3390/ma9070524
Source DB: PubMed Journal: Materials (Basel) ISSN: 1996-1944 Impact factor: 3.623
Figure 1Chemical structure of peimisine, peimine and peiminine.
Figure 2UPLC chromatogram obtained by supercritical CO2, 90% ethanol + 10% H2O (v/v) from a fix amount of cosolvent of 0.4 mL/min, at 25 MPa, 60 °C and an extraction time of 2 h: (A) standards; and (B) the extract of the bulb (1: peimisine (MW,427.3); 2: peimine (MW, 431.6); and 3: peiminine (MW, 429.6)).
CCD experimental design for the yields of total alkaloids, Peimisine, peimine and eiminine, as well as their antioxidant power.
| Trial No. | X1 | X2 | X3 | X4 | Total Alkaloids | Peimisine | Peimine | Peiminine | DPPH | ABTS | FRAP |
|---|---|---|---|---|---|---|---|---|---|---|---|
| mg/g | mg/g | mg/g | mg/g | EC50, mg/mL | EC50, mg/mL | (mg AAE/100 g) | |||||
| 1 | 1 | −1 | 1 | −1 | 3.1 | 0.5 | 1.0 | 0.7 | 16.2 | 1.1 | 87.5 |
| 2 | 0 | 0 | 0 | 0 | 3.4 | 0.4 | 1.2 | 1.2 | 11.6 | 1.3 | 98.2 |
| 3 | 0 | 0 | 0 | 0 | 3.7 | 0.4 | 1.2 | 1.2 | 11.6 | 1.3 | 98.2 |
| 4 | 0 | 0 | 0 | 2 | 1.8 | 0.1 | 0.3 | 0.3 | 33.1 | 6.1 | 52.6 |
| 5 | 0 | 0 | 0 | 0 | 3.3 | 0.4 | 1.2 | 1.1 | 11.6 | 1.3 | 98.2 |
| 6 | −1 | 1 | 1 | −1 | 2.8 | 0.5 | 0.9 | 0.9 | 16.4 | 3.2 | 73.1 |
| 7 | −1 | −1 | −1 | −1 | 1.9 | 0.4 | 0.8 | 0.6 | 33.3 | 0.8 | 58.9 |
| 8 | −1 | −1 | 1 | 1 | 2.6 | 0.3 | 0.8 | 0.7 | 9.3 | 2.5 | 95.9 |
| 9 | −1 | −1 | 1 | −1 | 2.3 | 0.5 | 0.9 | 0.7 | 34.0 | 0.9 | 51.1 |
| 10 | 1 | 1 | 1 | 1 | 3.2 | 0.3 | 1.1 | 1.0 | 7.5 | 0.5 | 102.3 |
| 11 | 1 | 1 | 1 | −1 | 3.4 | 0.5 | 1.1 | 1.1 | 26.4 | 1.7 | 58.4 |
| 12 | 0 | 0 | 0 | 0 | 3.5 | 0.4 | 1.2 | 1.1 | 11.6 | 1.3 | 98.2 |
| 13 | −1 | 1 | 1 | 1 | 2.9 | 0.3 | 0.9 | 0.8 | 26.0 | 0.7 | 60.5 |
| 14 | 1 | 1 | −1 | 1 | 3.0 | 0.2 | 0.9 | 0.9 | 12.1 | 1.7 | 84.6 |
| 15 | 0 | −2 | 0 | 0 | 3.0 | 0.4 | 1.0 | 0.9 | 18.8 | 1.1 | 71.0 |
| 16 | 1 | 1 | −1 | −1 | 2.7 | 0.4 | 1.0 | 0.7 | 24.9 | 8.9 | 57.2 |
| 17 | −1 | 1 | −1 | −1 | 1.8 | 0.4 | 0.9 | 0.6 | 25.9 | 3.5 | 56.8 |
| 18 | 1 | −1 | −1 | 1 | 2.5 | 0.2 | 0.7 | 0.8 | 22.7 | 4.1 | 77.3 |
| 19 | 0 | 0 | −2 | 0 | 2.4 | 0.3 | 0.9 | 0.9 | 4.4 | 1.4 | 113.8 |
| 20 | 0 | 0 | 0 | 0 | 3.4 | 0.4 | 1.2 | 1.2 | 11.6 | 1.3 | 98.2 |
| 21 | −1 | −1 | −1 | 1 | 2.1 | 0.2 | 0.6 | 0.7 | 18.1 | 1.1 | 80.3 |
| 22 | 1 | −1 | −1 | −1 | 2.6 | 0.4 | 1.0 | 0.6 | 8.5 | 0.9 | 126.9 |
| 23 | 2 | 0 | 0 | 0 | 3.6 | 0.4 | 1.2 | 1.2 | 9.9 | 0.2 | 109.0 |
| 24 | −1 | 1 | −1 | 1 | 2.3 | 0.2 | 0.7 | 0.7 | 10.3 | 1.9 | 88.4 |
| 25 | 0 | 0 | 0 | −2 | 1.8 | 0.4 | 0.5 | 0.2 | 50.3 | 12.6 | 28.2 |
| 26 | 0 | 2 | 0 | 0 | 3.6 | 0.4 | 1.2 | 1.1 | 6.9 | 2.4 | 120.4 |
| 27 | 1 | −1 | 1 | 1 | 3.1 | 0.3 | 1.0 | 0.9 | 15.7 | 1.6 | 87.0 |
| 28 | 0 | 0 | 2 | 0 | 3.6 | 0.5 | 1.2 | 1.2 | 15.2 | 0.8 | 63.8 |
| 29 | 0 | 0 | 0 | 0 | 3.6 | 0.4 | 1.2 | 1.2 | 11.6 | 1.3 | 98.2 |
| 30 | −2 | 0 | 0 | 0 | 2.1 | 0.4 | 0.9 | 0.9 | 7.5 | 2.2 | 20.4 |
Note: Experimental values are mean of three determinations.
Analysis of variance for the response surface quadratic model.
| Source | Total Alkaloids | Peimisine | Peimine | Peiminine | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sum of Squares | Sum of Squares | Sum of Squares | Sum of Squares | |||||||||
| Model | 10.76 | 41.50 | <0.01 | 0.37 | 2147.68 | <0.01 | 1.37 | 3398.91 | <0.01 | 2.02 | 50.64 | <0.01 |
| X1 | 2.67 | 144.29 | <0.01 | 2.58 × 10−3 | 211.46 | <0.01 | 0.15 | 5113.40 | <0.01 | 0.10 | 36.53 | <0.01 |
| X2 | 0.32 | 17.51 | <0.01 | 1.58 × 10−3 | 129.69 | <0.01 | 0.03 | 1174.37 | <0.01 | 0.08 | 26.28 | <0.01 |
| X3 | 1.89 | 101.86 | <0.01 | 0.07 | 5561.83 | <0.01 | 0.13 | 4687.03 | <0.01 | 0.11 | 40.33 | <0.01 |
| X4 | 0.04 | 2.39 | 0.08 | 0.23 | 18,787.21 | <0.01 | 0.057 | 1998.27 | <0.01 | 0.02 | 5.27 | 0.04 |
| X1X2 | 6.25 × 10−6 | 6.25 × 10−6 | 0.68 | 5.06 × 10−6 | 0.41 | 0.51 | 6.00 × 10−4 | 20.89 | <0.01 | 9.03 × 10−3 | 3.17 | 0.09 |
| X1X3 | 0.02 | 1.17 | 0.26 | 6.81 × 10−5 | 5.57 | 0.32 | 1.02 × 10−3 | 35.63 | <0.01 | 5.63 × 10−3 | 1.98 | 0.18 |
| X1X4 | 0.07 | 3.72 | 0.13 | 3.06 × 10−6 | 0.25 | 0.87 | 3.24 × 10−4 | 11.27 | <0.01 | 0.01 | 3.87 | 0.06 |
| X2X3 | 6.01 × 10−3 | 6.01 × 10−3 | 0.42 | 7.66 × 10−5 | 6.27 | 0.16 | 1.48 × 10−3 | 51.58 | <0.01 | 0.02 | 8.44 | 0.01 |
| X2X4 | 8.56 × 10−3 | 8.56 × 10−3 | 0.52 | 6.63 × 10−4 | 54.28 | 0.10 | 4.56 × 10−3 | 158.54 | <0.01 | 2.03 × 10−3 | 0.71 | 0.41 |
| X3X4 | 0.04 | 2.11 | 0.12 | 3.05 × 10−3 | 249.87 | <0.01 | 0.05 | 1593.52 | <0.01 | 0.04 | 14.76 | <0.01 |
| X12 | 0.88 | 47.36 | <0.01 | 2.05 × 10−3 | 167.42 | <0.01 | 0.04 | 1501.71 | <0.01 | 0.06 | 19.87 | <0.01 |
| X22 | 0.09 | 4.70 | 0.03 | 3.38 × 10−4 | 27.67 | 0.93 | 6.10 × 10−3 | 212.36 | <0.01 | 0.07 | 24.49 | <0.01 |
| X32 | 0.50 | 27.02 | <0.01 | 3.03 × 10−3 | 248.02 | 0.03 | 0.05 | 1578.38 | <0.01 | 0.07 | 24.49 | <0.01 |
| X42 | 5.19 | 280.27 | <0.01 | 0.06 | 4988.22 | <0.01 | 0.93 | 32,195.41 | <0.01 | 1.60 | 562.62 | <0.01 |
| Residual | 0.28 | 1.83 × 10−4 | 4.31 × 10−4 | 0.04 | ||||||||
| Lack of Fit | 0.19 | 1.02 | 0.52 | 1.42 × 10−4 | 1.72 | 0.29 | 1.99 × 10−4 | 0.43 | 0.88 | 0.04 | 4.41 | 0.06 |
| Pure Error | 0.09 | 0.97 | 4.13 × 10−5 | 0.99 | 2.31 × 10−4 | 0.99 | 4.35 × 10−3 | 0.98 | ||||
| Cor total | 11.04 | 0.37 | 1.37 | 2.06 | ||||||||
Figure 3Response surface plots of total alkaloids yields showing: (a) the effect of time and temperature at constant pressure (20 MPa) and ethanol concentration (90%); (b) the effect of time and pressure at constant temperature (55 °C) and ethanol concentration (90%); (c) the effect of time and ethanol concentration at constant temperature (55 °C) and pressure (20 MPa); (d) the effect of temperature and pressure at constant time (2.5 h) and ethanol concentration (90%); (e) the effect of temperature and ethanol concentration at constant time (2.5 h) and pressure (20 MPa); and (f) the effect of pressure and ethanol concentration at constant time (2.5 h) and temperature (55 °C).
Figure 4Response surface plots of peimisine yields showing: (a) the effect of time and temperature at constant pressure (20 MPa) and ethanol concentration (90%); (b) the effect of time and pressure at constant temperature (55 °C) and ethanol concentration (90%); (c) the effect of time and ethanol concentration at constant temperature (55 °C) and pressure (20 MPa); (d) the effect of temperature and pressure at constant time (2.5 h) and ethanol concentration (90%); (e) the effect of temperature and ethanol concentration at constant time (2.5 h) and pressure (20 MPa); and (f) the effect of pressure and ethanol concentration at constant time (2.5 h) and temperature (55 °C).
Figure 5Response surface plots of peimine yields showing: (a) the effect of time and temperature at constant pressure (20 MPa) and ethanol concentration (90%); (b) the effect of time and pressure at constant temperature (55 °C) and ethanol concentration (90%); (c) the effect of time and ethanol concentration at constant temperature (55 °C) and pressure (20 MPa); (d) the effect of temperature and pressure at constant time (2.5 h) and ethanol concentration (90%); (e) the effect of temperature and ethanol concentration at constant time (2.5 h) and pressure (20 MPa); and (f) the effect of pressure and ethanol concentration at constant time (2.5 h) and temperature (55 °C).
Figure 6Response surface plots of peiminine yields showing: (a) the effect of time and temperature at constant pressure (20 MPa) and ethanol concentration (90%); (b) the effect of time and pressure at constant temperature (55 °C) and ethanol concentration (90%); (c) the effect of time and ethanol concentration at constant temperature (55 °C) and pressure (20 MPa); (d) the effect of temperature and pressure at constant time (2.5 h) and ethanol concentration (90%); (e) the effect of temperature and ethanol concentration at constant time (2.5 h) and pressure (20 MPa); and (f) the effect of pressure and ethanol concentration at constant time (2.5 h) and temperature (55 °C).
Figure 7Antioxidant activities and correlation with the extracts of SFE: (A) DPPH-RSA; (B) ABTS-RSA; and (C) FRAP.
Extraction yields of total alkaloids, peimisine, peimine and peiminine and antioxidant capacity of total extract from the bulb of F. thunbergii Miq. (mean ± SD, n = 4).
| Extraction Condition | Total Alkaloids Yield (mg/g) | Peimisine Yields (mg/g) | Peimine Yields (mg/g) | Peiminine Yields (mg/g) | DPPH EC50(mg/mL) | ABTS EC50 (mg/mL) | FRAP (mg AAE/100 g) | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Note: E, experimental; P, predicted; (SFE extraction condition, time, 3.0 h; temperature, 60.4 °C; pressure, 26.5 MPa; modifier, 89.3% ethanol; flow, 0.4 mL/L; CO2, 2 g/L. Soxhlet extraction condition: time, 7 h, solvent, 89.3% ethanol).
Variables and experimental design levels for response surface.
| Independent Variables | Model | Symbol Coded Factor Level | ||||
|---|---|---|---|---|---|---|
| −2 | −1 | 0 | +1 | +2 | ||
| Extraction time (h) | X1 | 1.5 | 2 | 2.5 | 3 | 3.5 |
| Extraction temperature (°C) | X2 | 45 | 50 | 55 | 60 | 65 |
| Extraction pressure (MPa) | X3 | 10 | 15 | 20 | 25 | 30 |
| Ethanol concentration (%) | X4 | 80 | 85 | 90 | 95 | 100 |