Yilin Xie†
,
Herui Liu†,
Li Lin,
Maojun Zhao*,
Li Zhang,
Yunsong Zhang and
Yichao Wu
College of Science, Sichuan Agricultural University, Ya’an, Sichuan 625014, China. E-mail: Zhaomj2019@163.com
First published on 23rd July 2019
In this study, a method using natural deep eutectic solvents (NADES) combined with microwave-assistance extraction (MAE) was researched for the first time to establish an environmentally-friendly method for extracting ferulic acid from Ligusticum chuanxiong Hort. 20 kinds of NADES were initially screened, then response surface methodology was performed to optimize the NADES-MAE extraction of ferulic acid in L. c on the basis of the results of single-factor experiments. The results demonstrated that NADES could provide better extraction yields of ferulic acid than conventional solvents, and the combination of choline chloride and 1,2-propanediol was the most effective. The optimal conditions were an extraction time of 20 min, an extraction temperature of 68 °C, and a solvent-to-solid ratio of 30:1 mL g−1. Under these conditions, the extraction yield of ferulic acid with NADES-MAE (2.32 mg g−1) was higher than that using traditional extraction methods. This research demonstrates that this approach, which adopts NADES as a green solvent and MAE as an assistant extraction technique, could be an excellent choice to design an environmentally-friendly method for extracting phenolic compounds in various materials.
At present, the classic approaches of extracting ferulic acid were heating combined with organic solvents11–16 and supercritical extraction,17 which have many problems such as their low efficiency,11–14 long times,11–16 high temperature11,12,15,16 and high cost of the solvents.17 There are main two directions to improve those problems. One aspect is to apply external forces like microwaves,18 ultrasonics19 or ultrahigh voltage waves20 to the mixture of materials and solvents for the purpose of reducing the time taken, lowering the extraction temperature and improving the extraction efficiency. MAE is an extraction technique that utilizes microwaves as the external force to extract components. Compared with other extraction techniques (such as reflux and supercritical fluid extraction), it is a faster and greener method. MAE can accomplish the processes of heat transfer and mass transfer of the target components from sample to solvent at the same time, thus greatly reducing the consumption of time and organic solvents.21,22 Additionally, MAE has been wildly used in extracting bioactive components, including phenol components in diverse medicine materials23–26 and ferulic acid and phthalides in L. chuanxiong.18,27 Another research direction is to find green and efficient solvents that can replace the traditional harmful ones (such as methanol, ethanol, ethyl acetate and so on). In recent several years NADES, which were regarded as a green substitute for traditional solvents, have attracted much interest.28,29 NADES are usually mixtures that consist of two or more kinds of naturally occurring and biodegradable components (such as glucose, an organic acid, polyalcohol and choline chloride)30,31 and can be prepared by green and fast methods such as heating32,33 and microwave-assisted methods.34 The physicochemical properties of NADES are similar to those of ionic liquids. But compared with ionic liquids, NADES provide many advantages, such as readily available components, simple preparation, low toxicity and tunability.35,36 Some studies have reported the applications of NADES in the extraction of phenolic acids and phenolic compounds,31,36–38 which have had good results. What’s more, MAE combined with various NADES has been used to extract phenolic compounds.39–41 However, there is no study on the application of MAE combined with NADES for extracting ferulic acid from L. chuanxiong.
The purpose of this study was to build up an efficient and truly environmentally-friendly method for extracting ferulic acid from L. chuanxiong with the help of NADES and MAE. At first, preliminary screening for the optimal NADES via the maximum yield of ferulic acid was performed. And the effect of important parameters, namely the molar ratio of NADES, water content of NADES, extraction time, extraction temperature and solvent-to-solid ratio, on the extraction yield were explored. Then the optimal extraction conditions of NADES-MAE were determined by response surface methodology (RSM) successfully. Finally, the properties of the optimal method were evaluated.
A ferulic acid standard was obtained from Chengdu Must Biological Technology Co., Ltd (Chengdu, China). Choline chloride, ethylene glycol, 1,2-propanediol, glycerol, glucose, sucrose, maltose, malic acid, citric acid, lactic acid, oxalic acid, ethanol, methanol and other chemicals were purchased from Chengdu Kelong chemical reagent factory (Sichuan, China). Deionized water (electrical resistivity ≈ 18.2 MΩ cm) used in the experiments was purified by a water-purifying system of Sichuan Water Technology Development Co., Ltd.
Number | Abbreviation | Component 1 | Component 2 | Component 3 | Mol ratio |
---|---|---|---|---|---|
a —: not added. | |||||
1 | CCG | Choline chloride | Glucose | — | 1:1 |
2 | CCM | Choline chloride | Maltose | — | 1:1 |
3 | CCS | Choline chloride | Sucrose | — | 1:1 |
4 | CCLA | Choline chloride | Lactic acid | — | 1:1 |
5 | CCOA | Choline chloride | Oxalic acid | — | 1:1 |
6 | CCCA | Choline chloride | Citric acid | — | 1:1 |
7 | CCMA | Choline chlorate | Malic acid | — | 1:1 |
8 | CCEo | Choline chloride | Ethylene glycol | — | 1:1 |
9 | CCPo | Choline chloride | 1,2-Propanediol | — | 1:1 |
10 | CCGo | Choline chloride | Glycerol | — | 1:1 |
11 | MAGGo | Malic acid | Glucose | Glycerol | 1:1:1 |
12 | MASGo | Malic acid | Sucrose | Glycerol | 1:1:1 |
13 | MAG | Malic acid | Glucose | — | 1:1 |
14 | MAS | Malic acid | Sucrose | — | 1:1 |
15 | LAG | Lactic acid | Glucose | — | 1:1 |
16 | LAS | Lactic acid | Sucrose | — | 1:1 |
17 | CAG | Citric acid | Glucose | — | 1:1 |
18 | CAM | Citric acid | Maltose | — | 1:1 |
19 | CAS | Citric acid | Sucrose | — | 1:1 |
20 | CAMA | Citric acid | Malic acid | — | 1:1 |
Independent factor | Symbol | Levels | ||
---|---|---|---|---|
−1 | 0 | 1 | ||
Extraction time (min) | A | 10 | 15 | 20 |
Extraction temperature (°C) | B | 50 | 60 | 70 |
Solvent-to-solid ratio (mL g−1) | C | 20:1 | 25:1 | 30:1 |
The experimental data were analyzed to fit the following second-order polynomial model:
(1) |
All the statistical analysis was carried out with the help of Design Expert v 8.0.6. The statistical significance of the model obtained by BBD was inspected by analysis of variance (ANOVA). Additionally, according to the P value the interactions of each coefficient were evaluated.
As shown in Fig. 2a, the extraction yields of NADES were higher than those of conventional solvents, indicating that NADES displayed an obvious advantage for the extraction of ferulic acid. Among the 20 kinds of NADES, the extraction yield of the target compound with the different types of NADES differed. The polyalcohol-based NADES had equivalent or even higher extraction yields compared with those of the saccharide-based and organic acid-based NADES. The extraction yields of organic acid–saccharide–glycerol-based NADES (Mac–Glu–Gly and Mac–Su–Gly) were higher than those of the organic acid–saccharide-based ones (Mac–Glu and Mac–Su), which indicated that the existence of polyalcohol benefits the increase of extraction yield. Additionally, the extraction yield of lactic-acid-based NADES were lower than that of the polyalcohol-based NADES. The extraction yield seems to be closely related to the properties of the solvents and the possible interaction between solutes and solvents.42 Therefore, the reasons for those results were not only the effect of solvent viscosity, but more importantly, the effect of hydrogen bonds formed between NADES and the target components. Meanwhile, among the NADES containing polyalcohol, CCPo exhibited the highest extraction yield. So CCPo was chosen as the final component of NADES.
Fig. 2 Extraction yields with different solvents (a), molar ratios (b) and water content (c) for ferulic acid. |
Fig. 2b reveals the influence of the different NADES component ratios on the extraction yield. The results show that the ratio change of choline chloride/1,2-propanediol could partly influence the extraction yield of ferulic acid from L. chuanxiong. Increasing the choline chloride/1,2-propanediol ratio from 1:0.2 to 1:2 enhanced the extraction yield of ferulic acid. This may be because the solvent viscosity and the number of hydrogen bonds changed, thus contributing to the breakage of the plant cell wall and the dissolution of target components. However, a further increase in the ratio negatively affected the extraction yield. Therefore, the combination of choline chloride/1,2-propanediol with a molar ratio of 1:2 (mol mol−1) was chosen as the most promising NADES for further research.
As well as the molar ratio of solvent components, the different water content of the NADES could also affect the viscosity of the solvents, leading to differences in extraction yield.43 Therefore, the extraction yields of NADES with water content ranging from 0% to 60% were researched. Fig. 2c shows that the extraction yield of ferulic acid changed with the changing water content. For instance, the extraction process was improved as the water content in NADES increased from 0% to 30%. This is probably because of the reduction in solvent viscosity caused by adding water which would help with the process of mass transfer from materials to solvents.44 Nevertheless, as the water content increased further (30–60%), the extraction yield declined. These phenomena might be associated with the change of interaction between the target component and NADES caused by the high content of water.45 Therefore, a water content of 30% was determined to be the best choice.
Run | Factor | Extraction yield (mg g−1) | ||
---|---|---|---|---|
A | B | C | ||
1 | 10 | 50 | 25 | 2.00 |
2 | 20 | 60 | 30 | 2.33 |
3 | 10 | 60 | 20 | 2.18 |
4 | 20 | 50 | 25 | 2.18 |
5 | 10 | 70 | 25 | 2.28 |
6 | 15 | 60 | 25 | 2.28 |
7 | 15 | 70 | 20 | 2.25 |
8 | 15 | 60 | 25 | 2.28 |
9 | 15 | 70 | 30 | 2.38 |
10 | 15 | 60 | 25 | 2.25 |
11 | 15 | 60 | 25 | 2.29 |
12 | 20 | 70 | 25 | 2.34 |
13 | 15 | 50 | 30 | 2.04 |
14 | 15 | 60 | 25 | 2.27 |
15 | 15 | 50 | 20 | 2.05 |
16 | 10 | 60 | 30 | 2.28 |
17 | 20 | 60 | 20 | 2.31 |
Polynomial regression analysis was performed to analyze the experiment data using Design Expert 8.0.6 software. The obtained polynomial model was as follows:
Y = −1.74 + 0.0539X1 + 0.105X2 − 0.005X3 − 0.0006X2 − 0.0008X1X3 + 0.0007X2X3 + 0.00042X12 − 0.000845X22 − 0.00038X32 |
ANOVA was employed in analyzing the polynomial regression model in order to estimate the optimized conditions of NADES-MAE and the relationships between response value and variables. The results are listed in Table 4. A model F-value of 56.52 and P-value of <0.0001 indicated that the model was significant. A P-value of lack of fit item 0.2020 (>0.05) indicated that the model was of great veracity and stability. The correlation coefficient R2 (0.9730) and adj.R2 (0.9390) was close to 1, indicating the good accuracy and fitness of the model. The C.V.% was 0.87, demonstrating that the model was feasible to predict the extraction yield of ferulic acid. In addition, as shown in Table 4, the liner terms of A, B and C and quadratic term of B2 were extraordinarily significant (P < 0.01) and the terms of AB and BC were significant (P < 0.05). The order of factors that affected extraction yield was: extraction temperature > extraction time > solvent-to-solid ratio.
Source | Sum of squares | DF | Mean square | F value | p-Value |
---|---|---|---|---|---|
Model | 0.19 | 9 | 0.021 | 56.52 | < 0.0001 |
A | 0.022 | 1 | 0.022 | 58.91 | 0.0001 |
B | 0.12 | 1 | 0.12 | 320.74 | <0.0001 |
C | 7.200 × 10−3 | 1 | 7.200 × 10−3 | 19.24 | 0.0032 |
AB | 3.600 × 10−3 | 1 | 3.600 × 10−3 | 9.62 | 0.0173 |
AC | 1.600 × 10−3 | 1 | 1.600 × 10−3 | 4.27 | 0.0775 |
BC | 4.900 × 10−3 | 1 | 4.900 × 10−3 | 13.09 | 0.0085 |
A2 | 4.642 × 10−4 | 1 | 4.642 × 10−3 | 1.24 | 0.3022 |
B2 | 0.030 | 1 | 0.030 | 80.32 | <0.0001 |
C2 | 3.800 × 10−4 | 1 | 3.800 × 10−3 | 1.02 | 0.3472 |
Residual | 2.620 × 10−3 | 7 | 3.743 × 10−3 | ||
Lack of fit | 1.700 × 10−3 | 3 | 5.667 × 10−3 | 2.46 | 0.2020 |
Pure error | 9.200 × 10−4 | 4 | 2.300 × 10−3 | ||
Cor total | 0.19 | 16 | |||
Std. dev. | 0.019 | R2 | 0.9864 | ||
Mean | 2.23 | Adj R2 | 0.9690 | ||
C.V. % | 0.87 | Pred R2 | 0.8516 | ||
PRESS | 0.029 | Adeq precision | 25.104 |
Three-dimensional (3D) response surface plots, as an important part of the regression equation, vividly showed the interactions between two parameters. For the convenience of description, with one factor fixed, the other two factors were changed within defined limits in the present study. Fig. 3 illustrates that the extraction yield increased with increasing time. And a high extraction yield can be obtained at 20 min. This may be the result of the microwave’s unique heating style that can complete the processes of heat and mass transfer at the same time.46 When the temperature rises, the extraction yield is improved as well. This may be because the high temperature could reduce the physical and chemical interactions between the target components and matrices and facilitate the NADES’s penetration, thereby improving the mass transfer of the target component from the interior plant matrices to the NADES.47 However, if the temperature was over 68 °C, the extraction yield declined slightly. On increasing the solvent-to-solid ratio, the extraction yield increased, but not significantly, especially at a long extraction time and a middling temperature. All the consequences indicated that high temperatures, high solvent-to-solid ratios and long extraction times are not suitable for the extraction of ferulic acid.
Fig. 3 3D response surface plots of the interactions between three extraction factors (extraction time, extraction temperature and the solvent-to-solid ratio). |
The published methods48 of extracting ferulic acid from L. chuanxiong with slight modifications were applied to compare them with the optimal method in this study for the sake of evaluating the latter’s extraction efficiency (Table 5). Using EtOH as the extraction solvent, the yield of MAE (ref-3) was higher than that of the heating method (ref-1), and there was a similar result using NADES as the solvent, which indicated that the optimized MAE could take less time and energy for efficiently extracting ferulic acid. On the other hand, while extracting by the same methods (heating or MAE), the yield for NADES was higher than that for 70% EtOH. Similarly, as shown in Fig. 2, the same results appeared in the comparison between NADES and traditional solvents. All these consequences demonstrated that NADES have advantages over the traditional solvents and can efficiently improve the extraction yield. Meanwhile this solvent chosen is safe and green. Therefore, the NADES-MAE method is a promising environmentally-friendly and efficient method for the extraction of active ingredients from plant samples.
Method | Extraction conditions | Extraction yield (mg g−1) | |||
---|---|---|---|---|---|
Solvent | Method | Temperature | Time | ||
Ref-1 | 28 mL g−1 73%EtOH | Heating | 83 °C | 4 h | 1.54 ± 0.26 |
Ref-2 | 28 mL g−1 73%EtOH | MAE | 68 °C | 20 min | 1.84 ± 0.04 |
Ref-3 | 30 mL g−1 NADES | Heating | 83 °C | 4 h | 2.24 ± 0.03 |
Optimal method | 30 mL g−1 NADES | MAE | 68 °C | 20 min | 2.32 ± 0.01 |
Based on the findings above, to explore the application potential of the optimal method in industry, the method was tested to determine whether it could be applied for large-scale L. chuanxiong extraction. In general, a large-scale extraction should be accompanied by a large volume of extraction solvent. In this report, the NADES was prepared by the fast and convenient heating method and diluted to a water content of 30% for the extraction solvent. The extraction solvent volume was expanded 50-fold to 750 mL and for technical ease the heating + stirring method was applied for the large-scale extraction. The extraction yield of ferulic acid measured at 20 min was 1.98 mg g−1, which was 85% of that acquired by NADES-MAE (2.32 mg g−1), and increased in a time-dependent manner. After 70 min extraction, the extraction yield of the large-scale process was not markedly different from the small-scale one, while the former reached 99% of the latter after 90 min (Fig. 5). All the results above revealed that the optimal conditions of small-scale extraction cannot be transferred directly to large-scale ones. Despite this, the NADES still performed well in the large-scale extraction, the yield of which is comparable with that of the lab-scale extraction under the properly modified conditions, indicating that NADES has the potential of being applied in industrial production. In addition, some studies concerning the cost of applying NADES reported the practicability of applying NADES in industry production. The average price of NADES was estimated to be 2 $ per kg, which is slightly higher than the traditional solvents while obviously lower than ionic liquids sold on the market.49 Additionally, NADES are capable of being efficiently recovered and therefore the cost of using NADES could be reduced by reducing solvent consumption. NADES are also environmentally-friendly solvents that produce almost no waste and therefore the cost of handling the waste in production processes could be reduced. However, on the basis of this study, further research is needed if NADES are to be applied in industrial research.
Fig. 5 Ferulic acid extraction yield acquired in a 50-fold scaled-up experiment (left) and a small-scale experiment (right). |
Footnote |
† These authors contributed equally to the paper. |
This journal is © The Royal Society of Chemistry 2019 |