Surface molecularly imprinted polymers with dummy templates for the separation of dencichine from Panax notoginseng

Hongkai Xie ab, Wenhua Jia, Dahui Liuc, Wei Liua, Daijie Wanga, Ruimin Lva and Xiao Wang*ab
aShandong Analysis and Test Center, Shandong Academy of Sciences, 19 Keyuan Street, Jinan 250014, China. E-mail: wangx@sdas.org; Fax: +86 531 82964889; Tel: +86 531 82605319
bCollege of Food Science and Engineering, Shandong Agricultural University, Taian 270018, China
cInstitute of Medicinal Plants, Yunnan Academy of Agricultural Sciences, Kunming 650231, China

Received 15th April 2015 , Accepted 27th May 2015

First published on 27th May 2015


Abstract

In this work, surface molecularly imprinted polymers with dummy templates were developed as the selective sorbents for preparation of dencichine from the extract of Panax notoginseng for the first time. The polymers were characterized by scanning electron microscopy and Fourier transform infrared spectroscopy. The performances of molecularly imprinted and non-imprinted polymers were evaluated, which included selective recognition, adsorption isotherms and adsorption kinetics. Optimization of various parameters affecting molecularly imprinted solid phase extraction, such as sample loading pH and flow rate, the composition and volume of the eluting solvent and the composition and volume of the washing solvent were investigated. Compared with NISPE, MISPE displayed improved specific adsorption performance. Dencichine with a purity of 98.7% was obtained from the aqueous extract of Panax notoginseng with the average recovery of 83.7% (n = 3).


1. Introduction

Molecularly imprinted polymers (MIPs) are man-made porous materials with specificity and selectivity towards the template and analogous molecules.1–4 Due to their capability of specific molecular recognition, MIPs have been used in many fields such as chemical separation, molecular sensing, catalysis and protein crystallization, and so on.5–18 The specific disadvantages of MIPs prepared by precipitation polymerization or bulk polymerization include: (1) difficulty of removing target molecules from interior binding sites; (2) the rebinding capacity is limited by the small number of binding sites on/near the surface; and (3) target molecules are easily hindered from accessing binding sites deep in the interior of the particles.19 In order to overcome these drawbacks effectively, the surface molecular imprinting technique has been developed. Surface molecularly imprinted polymers (SMIPs) have attracted much attention for their some advantages over the traditional MIPs, including more accessible binding sites, adequate selectivity, fast mass transfer rate and binding kinetics. These properties have made SMIPs extremely attractive for extraction of bioactive constituents from complicated mixture, such as artemisine,20 resveratrol21 and tanshinone,22 and so on. However, no attention has been paid to synthesize SMIPs for water-soluble bioactive constituents.

Dencichine (β-N-oxalyl-L-α, β-diaminopropionic acid, β-ODAP), isolated from the roots of Panax notoginseng, is the bioactive component responsible for main hemostatic and platelet count improving properties.23 To our knowledge, several methods such as colorimetry,24 high-performance liquid chromatography (HPLC),25–27 gas chromatography-mass spectrometry28 and liquid chromatographic-tandem mass spectrometric29 have been developed for the determination of dencichine in Panax notoginseng. Unfortunately, there are few reports about the preparation of dencichine. It is urgent to develop an efficient method for the preparation of dencichine for pharmacological studies and clinical trials aiming for use dencichine as a hemostatic agent. Nevertheless, the imprinting of dencichine is difficult. Dencichine is difficult to produce and is currently sold commercially at over $10 for 1.0 mg. In the studies of phytochemical extraction, it is unadvisable to use the target compound as the template due to their high cost. Therefore, to find the appropriate analogue instead of the target compound is a formidable challenge in molecular imprinting.

In our initial studies, we have evaluated with other dummy templates for the separation of some fat-soluble natural products, such as ginkgolic acids,17 capsaicinoids18 and gingerols.30 In this study, the dummy MIPs for dencichine were firstly synthesized by using D-leucine-glycyl (LG) as the analogue. The dummy template possesses the similar spatial configuration and the possible interaction sites of dencichine, such as amidogen (–NH2), carboxylic acid group (–COOH) and amide group (–NHCO). Moreover, to overcome the low adsorption capacity of MIPs, MIPs were prepared using the surface molecular imprinting technique. The adsorption performances and selectivity of MIPs for dencichine were systematically evaluated. Solid phase extraction on dummy molecularly imprinted polymers (MISPE) was optimized and applied to the selective extraction of dencichine from the aqueous extract of Panax notoginseng. Comparing with the reports for separation of natural compounds,20–22 the appropriate analogue instead of the target compound has a broad marketable prospect.

2. Experimental

2.1 Reagents and chemicals

The roots of Panax notoginseng were obtained from Wenshan, Yunnan, China. Dencichine (≥98%) was supplied by Zelang Medical Technology Co. Ltd. (Nanjing, China) 2,2-azoisobutyronitrile (AIBN, initiator), acrylamide (AM, functional monomer), ethylene glycol dimethacrylate (EGDMA, cross linker), (3-aminopropyl)triethoxysilane (APTES), methacryloyl chloride, D-leucine-glycyl (LG, dummy template), glycyl-DL-leucine (GL), phenylpyruvic acid (PHA), DL-tyrosine (TYS), glycyl-L-phenylalanine (GP) and phenethyl alcohol (PA) were purchased from Aladdin chemistry Co. Ltd (Shanghai, China). HPLC-grade acetonitrile and methanol were purchased from Fisher Scientific (Fair Lawn, NJ, USA). The molecular structures of chemicals are shown in Fig. 1.
image file: c5ra06749a-f1.tif
Fig. 1 Chemical structures of investigated compounds.

2.2 Instruments and operation parameters

Scanning electron microscopy images (SEM) of the surface morphology of imprinted and non-imprinted polymers were recorded on a SWPRATM55 microscope (Carl Zeiss, AG, Aalen, Germany).

Fourier transform infrared spectroscopy (FT-IR) was recorded using a PE Spectrum One FT-IR spectrometer from Perkin-Elmer (Foster City, CA, USA).

The HPLC analysis was performed on an YMC-Pack ODS-A (4.6 × 250 mm, i.d. 5 μm) analytical column. The samples were analyzed by an Agilent Series 1120 (Agilent Technologies, USA) system, controlled by Chemstation B0403 Chromatographic Software. The mobile phase was acetonitrile: 20 mM NH4Ac (65[thin space (1/6-em)]:[thin space (1/6-em)]35, v/v) with the flow rate of 0.5 mL min−1 at 30 °C. Spectra were monitored at 213 nm. The injection volume was 10 μL.

2.3 Chemical modification of silica particles

Aminopropyl modification of silica was carried out with APTES, as described by Daming Gao.31 Typically, 1.0 g of silica and 20 mL of APTES were added into 200 mL of anhydrous toluene. The mixture was refluxed for 12 hours under dry nitrogen. The resulting APTES-silica particles were separated by centrifugation and washed with toluene.

The amino end groups of APTES monolayer were further acryloylated with methacryloyl chloride. Typically, 200 mL of APTES-silica toluene solution was mixed with 10 mL of acryloyl chloride and anhydrous potassium carbonate added into this reaction system as a catalyst. The mixture was vigorously stirred for 12 hours at room temperature under dry nitrogen. The product was separated by centrifugation and washed with toluene, water, and ethanol, in that order. Finally, the AA-APTES-silica particles were obtained.

2.4 Synthesis of dummy molecularly imprinted polymers

Surface molecularly imprinted polymers. AA-APTES-silica particles (200 mg) were dispersed in 200 mL of acetonitrile by ultrasonic vibration. Acrylamide (170 mg, 2.4 mmol), EGDMA (1.8 g, 9.2 mmol), LG (350 mg) and AIBN (20 mg) were then dissolved into the above solution. This mixing solution was purged with nitrogen for 10 min while cooled in ice bath. The polymerization reaction was conducted with vigorous stirring. Pre-polymerization was first performed at 60 °C for 6 hours and the final polymerization completed at 70 °C for 24 hours. The resultant SiO2@LG-MIP particles were then separated from the mixed solution by centrifugation, and washed with acetonitrile and ethanol. Original templates in the imprinted particles were extracted with a mixing CH3OH/HAc solvent (9[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v) in a Soxhlet extractor.

The corresponding SiO2@LG-NIP particles were synthesized in the same manner with omission of dummy templates.

Bulk polymerization. Acrylamide (170 mg, 2.4 mmol), EGDMA, (1.8 g, 9.2 mmol), LG (350 mg) and AIBN (20 mg) were then dissolved into 2 mL of acetonitrile. This mixing solution was purged with nitrogen for 10 minutes with cooling in ice bath. The polymerization reaction was carried out under a nitrogen atmosphere for 24 hours at 60 °C. The resultant bulk rigid polymers were crushed, ground into powder and sieved through a 35–45 μm stainless steel filter. The sieved particles were washed in a mixture of methanol/acetic acid (9[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v) using Soxhlet apparatus until no templates were detected by HPLC in the extraction, and then washed with methanol until neutral. Fine particles were removed by suspension in acetone. The obtained polymer particles (LG-MIP) were dried under vacuum for 12 hours at 60 °C.

For the preparation of non-imprinted polymers (NIPs), the similar manner was adopted with omission of dummy templates.

2.5 Binding experiments of SiO2@LG-MIP and SiO2@LG-NIP

To investigate the steady-state binding ability of MIPs for dencichine, 5 mg of MIPs and NIPs sorbents were equilibrated with 5.0 mL various concentrations of dencichine (8.0–90.0 μg mL−1). The sorbents were isolated by centrifugation after shaken for 180 min at 25 °C, and then the solutions were analyzed by HPLC. The adsorption capacity (Qe, mg g−1) was calculated following the equation.32
 
Qe = (CiCe)v/m (1)
where Qe (mg g−1) is the adsorption capacity. Ci (μg mL−1) and Ce (μg mL−1) are the initial and final concentrations of dencichine. v (mL) and m (mg) are the volume of solution and the mass of sorbents, individually.

The equilibrium dissociation constants (Kd, μg mL−1) of MIPs and NIPs were further calculated according to the Scatchard equation.32

 
Scatchard equation: Qe/Ce = (QmaxQe)/Kd (2)

The kinetic study was performed with 5 mg of MIPs or NIPs and 5.0 mL standard solutions of dencichine at a concentration of 52.8 μg mL−1. The mixture was shaken at 25 °C for different periods of time (0–180 min) and the adsorption amount was determined by HPLC.

The Lagergren's pseudo first order and pseudo second order models were used to describe the adsorption kinetic mechanism of MIPs. Both the first and second order rate equations were commonly employed in parallel, and one was often claimed to be better than another according to a marginal difference in correlation coefficient.32

 
ln(QeQt) = −k1t + ln[thin space (1/6-em)]Qe (3)
 
t/Qt = t/Qe + 1/k2Qe2 (4)

2.6 Selectivity study

The selective recognition capacity was performed with dencichine, four analogues including GL, PHA, TYS and GP, a reference compound PA. The SiO2@LG-MIP or SiO2@LG-NIP (5 mg) sorbents were added to 5.0 mL of the standard solution at a concentration of 0.3 mmol L−1 and mechanically shaken for 240 minutes at 25 °C. After the solution was centrifuged, the concentrations of five analytes were determined by HPLC. The partition coefficient (KD) is calculated as:
 
KD = Qe/Ce (5)

For comparison of the selectivity of polymers, the selectivity coefficient ksel and relative selectivity coefficient krel values were calculated according to the following formulas:

 
Selectivity coefficient: ksel = KD,dencichine/KD,analogues (6)
 
Relative selectivity coefficient: krel = kselMIPs/kselNIPs (7)

2.7 Solid phase extraction on dummy molecularly imprinted polymers (MISPE)

0.1 g of Panax notoginseng roots powder was added to 50 mL water in a 100 mL extraction flask. The mixture was extracted under 105 °C for 2 h. Then, the supernatant was filtrated through a 0.45 μm PTFE membrane.

500 mg polymers were packed into a SPE column (5 mL). Next, the extraction solution was adjusted with KH2PO4/NaOH buffered solution to pH at 7.0 and passed through the MISPE column at flow rate of 3.0 mL min−1. Finally, the column was eluted with 5 mL 10% hydrochloric acid. The eluted solution was analyzed by HPLC and the recovery of dencichine was calculated.

3. Results and discussion

3.1. Optimization of SiO2@LG-MIP preparation conditions

Dencichine is a non-protein amino acid with a short carbon chain. The carboxylic acid group (–COOH), amidogen (–NH2) and carbonyl group (C[double bond, length as m-dash]O) possess possible interaction sites. Based on the structural features and the spatial configurations of dencichine, LG was chosen as the dummy template, which contains the groups of amidogen (–NH2), carboxylic acid (–COOH) and amide groups (–NHCO).

The imprinting was subsequently assessed by comparing the adsorption of the dencichine (52.8 μg mL−1) in water on SiO2@LG-MIP and LG-MIP with corresponding SiO2@LG-NIP and NIP. The equilibrium adsorption capacity (Qe, mg g−1) and the imprinting factor (α = Qe SiO2@LG-MIP/Qe SiO2@LG-NIP) were applied to evaluate the affinity of polymers to dencichine. As shown in Fig. 2, Qe and α of dencichine were higher on polymers prepared using dummy templates LG compared with others. The dummy template LG both contains the possible interaction sites of dencichine and possesses the similar spatial configuration. SiO2@LG-MIP prepared by the surface molecular imprinting technique showed excellent adsorption capacity compared with LG-MIP obtained by bulk polymerization (Qe SiO2@LG-MIP > 30 mg g−1 and Qe LG-MIP < 10 mg g−1).


image file: c5ra06749a-f2.tif
Fig. 2 The imprinting factor of surface and bulk polymers with different dummy templates for dencichine (n = 3, RSD < 5%).

3.2 Morphological analysis

Scanning electron microscopy (SEM) was used to characterize the morphologies of MIPs and NIPs. The results shown in Fig. 3 indicate that the SEM micrographs of SiO2@LG-MIP and LG-MIP are morphologically different. The uniform sphere morphology of SiO2@LG-MIP indicated that surface molecularly imprinted polymers were obtained.
image file: c5ra06749a-f3.tif
Fig. 3 SEM images of (A) SiO2@LG-MIP (20.00K). (B) SiO2@LG-MIP (50.00K). (C) LG-MIP and (D) LG-NIP.

The FT-IR diffuse reflectance spectra of pure silica, APTES-silica, AA-APTES-silica and SiO2@LG-MIP are shown in Fig. S1. Compared with the infrared data of pure silica, the APTS-silica particles displayed characteristic peaks of amino groups at the range of 1384–1491 cm−1 and the AA-APTES-silica particles displayed the relatively strong band of carbonylic groups at 1789 cm−1 s. Simultaneously, the existence of the bands of SiO2@LG-MIP at 1730 cm−1 and weak bands at 1639 cm−1 indicated that the surface molecularly imprinted polymer, which was prepared using AA as the functional monomer and EGDMA as the cross-linking agent, had formed.

The physical characteristics of SiO2@LG-MIP and SiO2@LG-NIP were also investigated by the evaluation of BET N2 adsorption isotherms. The surface areas of SiO2@LG-MIP and SiO2@LG-NIP were 282 and 132 m2 g−1, and the pore volumes are 0.45 and 0.19 m3 g−1, respectively. The surface area and the pore volumes of SiO2@LG-MIP were about 2.1 and 2.4 times of these of SiO2@LG-NIP, which indicates that the surface area and pore volume of SiO2@LG-MIP were increased by the imprinted cavity. The porosity of SiO2@LG-MIP was beneficial to the adsorption of analytes from complex matrices.

3.3 Selectivity study of the sorbents

The selectivity study of SiO2@LG-MIP was evaluated by using dencichine, four analogues including PHA, TYS, GL and GP, and a reference compound PA.

Fig. 4 illustrated the data obtained from the selectivity experiment for both SiO2@LG-MIP and SiO2@LG-NIP, concerning the adsorption amounts and the ratios between Qe,MIP and Qe,NIP. The SiO2@LG-MIP exhibited obviously higher adsorption capacity than SiO2@LG-NIP for dencichine due to the presence of the specific binding sites and the similar spatial configuration. The adsorption capacity for dencichine on SiO2@LG-MIP sorbents was above 30 mg g−1, which was significantly higher than those for the four analogues, indicating that the binding cavities in SiO2@LG-MIP sorbents had no specificity for four analogues. Moreover, the low adsorption capability of SiO2@LG-MIP for PA was observed due to the different structures in comparison with dencichine. This result indicated that SiO2@LG-MIP had no specific interaction site to the compounds with significantly different structures.


image file: c5ra06749a-f4.tif
Fig. 4 Adsorption amounts of SiO2@LG-MIP and SiO2@LG-NIP and ratios between QMIP and QNIP for six analytes.

Distribution ratio (KD), selectivity coefficient (ksel) and relative selectively coefficient (krel) values of SiO2@LG-MIP and SiO2@LG-NIP for analytes were listed in Table 1. The selectivity coefficient (ksel) indicated the cross-selectivity between analogues and dencichine. It can be seen from Table 1 that the significantly high ksel value of SiO2@LG-MIP had been achieved indicating a high discrimination property of SiO2@LG-MIP between dencichine and analogues. In addition, the relative selectivity coefficients (krel) were all more than 4 which showed the higher selectivity of SiO2@LG-MIP than SiO2@LG-NIP.

Table 1 Distribution ratio (KD), selectivity coefficient (ksel) and relative selectively coefficient (krel) values of SiO2@LG-MIP and SiO2@LG-NIP for different analytes
Analytes KD,NIP (L g−1) kselNIP KD,MIP (L g−1) kselMIP krelMIP
Dencichine 0.33 2.11
PHA 0.58 0.57 0.64 3.30 5.79
TYS 0.35 0.94 0.44 4.79 5.09
GL 0.30 1.10 0.40 5.27 4.79
GP 0.23 1.43 0.30 7.03 4.92
PA 0.17 1.94 0.19 11.10 5.72


3.4 Adsorption isotherms

The experimental equilibrium isotherms for the adsorption of dencichine onto the SiO2@LG-MIP and SiO2@LG-NIP with different initial concentrations were investigated. As it can be seen in Fig. 5A, the amount of dencichine binding to the polymers increased along with its initial concentration. Moreover, SiO2@LG-MIP had a higher affinity for dencichine than SiO2@LG-NIP. The stronger adsorption properties of MIPs may be attributed to MIPs possessing a large number of specific binding sites whilst NIPs did not.
image file: c5ra06749a-f5.tif
Fig. 5 (A) The adsorption isotherms of dencichine on SiO2@LG-MIP and SiO2@LG-NIP. (B) Scatchard plots of the DMIPs and NIPs isotherms.

To obtain insight into the binding affinity of sorbents and the theoretical number of binding sites for the template, Scatchard experiments were used to analyze the data of the static adsorption experiment. As shown in Fig. 5B, the Scatchard plot for MIPs shows two different straight lines, corresponding to the low and high affinity binding sites. This also suggested that the binding sites in the MIPs were heterogeneous. The linear regression equations for two curves were Qe/Ce = −0.086 Qe + 2.403 and Qe/Ce = −0.013 Qe + 1.347, respectively. The Kd and Qmax values were calculated as 76.92 μg mL−1 and 103.62 mg g−1 for the low-affinity binding sites, and 11.63 μg mL−1 and 27.94 mg g−1 for the high-affinity binding sites. The NIPs curve indicated a linear slope and the linear regression equation was Qe/Ce = −0.043 Qe + 0.955. It revealed homogeneous binding sites with Kd and Qmax values of 23.26 μg mL−1 and 22.21 mg g−1, respectively. When the initial concentrations of dencichine were more than 0.15 mmol L−1, the lower Kd and higher Qmax values indicated that MIPs were more suitable for SPE as sorbents than NIPs.

3.5 Kinetic adsorption characteristics

In order to determine the binding rate of dencichine on SiO2@LG-MIP, kinetic adsorptions studies were carried out. From Fig. 6 it can be seen that adsorption equilibrium can be achieved within 10 minutes, whilst equilibrium cannot be reached in more than 100 minutes for SiO2@LG-NIP. The higher adsorption rate of SiO2@LG-MIP may have resulted from the preferential and rapid adsorption of the template onto the recognition sites. The results indicated that it was suitable in the practical application of the sorbents for the SPE procedures.
image file: c5ra06749a-f6.tif
Fig. 6 Kinetic adsorptions isotherms of SiO2@LG-MIP and SiO2@LG-NIP for dencichine.

To determine the rate controlling and mass transfer mechanisms, kinetic data were correlated to linear forms of the first-order equation and the second-order equation. The results of kinetic parameters and correlation coefficients (R2) were shown in Table 2 and kinetic models for SiO2@LG-MIP and SiO2@LG-NIP were presented in Fig. S2 and S3. The correlation coefficient (R2) of the first-order model exhibited a lower value than that of the second-order adsorption model. In addition, the calculated equilibrium adsorption capacity, Qe,cal, from the second-order model fitted well with the experimental data, Qe,exp. This indicated that the second-order kinetic equation fitted the kinetic adsorption data better than the first-order kinetics equation.

Table 2 Comparison of pseudo-first-order and pseudo-second-order rate constants and experimental Qe values
  Qea (exp) (mg g−1) Pseudo-first-order kinetics Pseudo-second-order kinetics
k1b (min−1) Qea (cal) (mg g−1) R2 k2c (g mg−1 min−1) Qea (cal) (mg g−1) R2
a Qe is the amounts of template adsorbed at equilibrium.b k1 is the rate of pseudo first-order.c k2 is the rate of pseudo second-order.
MIP 32.62 0.047 3.32 0.802 0.021 33.33 0.999
NIP 13.41 0.021 4.74 0.943 0.002 15.63 0.987


3.6 Optimization of MISPE

The factors for optimizing the MISPE procedure include sample loading pH and flow rate, the composition and volume of the eluting solvent, and the composition and volume of the washing solvent. For all the steps, SPE columns packed with 1.0 g SiO2@LG-MIP or SiO2@LG-NIP were used.
3.6.1 Effect of sample loading pH and flow rate. In the SPE method, the solution pH can affect the adsorption capacity. Therefore, 10 mL of loading solutions (0.3 mmol L−1 for dencichine) with a range of pH from 4.0 to 10.0 (pH: 4.6, 5.4, 6.4, 7.0, 8.5, 9.2 and 10.1, adjusted with 0.1% formic acid or 10% ammonia) were investigated. As shown in Fig. S4, the retention rates of dencichine onto the MISPE increased with the pH from 4.6 to 7.0 and then remained almost constant at pH 8.5–10.1. In the adsorption process, it is critical for the carbonyl groups of dencichine to form hydrogen bonds with the amines in the polymers. The lower retention rates of dencichine onto the MISPE at pH 4.6–6.4 might be attributed to the protonation of the carbonyl groups of dencichine, which could not form hydrogen bonds with the residual amines in the polymers, therefore dencichine could not be retained on the cartridge effectively.

The effect of sample loading flow rate (0.1 mL min−1 to 5.0 mL min−1) on dencichine recoveries was studied (Fig. 7). When the flow rate increased (0.1 mL min−1 to 3.0 mL min−1), the retention rates of dencichine were almost 98%. However, when the flow rate further increased (3.0 mL min−1 to 5.0 mL min−1), the retention rates decreased in the MISPE cartridge. Thus, the flow rate of 3.0 mL min−1 was selected as an optimum compromise between the flow rate and retention rate.


image file: c5ra06749a-f7.tif
Fig. 7 Effect of the flow rate on the retention rate of dencichine.
3.6.2 The composition and volume of the washing solvent. The washing step was a crucial procedure both to maximize the specific interactions and to produce non-specific interactions between the target analytes and MISPE. After loading 10.0 mL of spiked samples onto the cartridge, 5.0 mL of methanol, methanol–H2O (10[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v), acetone, acetone–H2O (10[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v), tetrahydrofuran, acetonitrile as the washing solvent were investigated. After washing with 5.0 mL of acetone–H2O (10[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v), the retention rate of dencichine onto MISPE was still near 90%, whereas the retention rate from NISPE decreased to less than 30%, as shown in Fig. S5. Acetone was sufficient to remove dencichine from NISPE, but most of the dencichine was also eluted simultaneously. For choosing an optimal volume of washing solution, various volumes of acetone–H2O (10[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v) from 2.0 to 8.0 mL were investigated (Fig. 8). The retention rates of dencichine kept almost constant with the volume from 2.0 to 5.0 mL, and then decreased with the increasing volume from 5.0 to 8.0 mL. With comprehensive consideration of the recoveries and purification effects, 5 mL of mixture of acetone–H2O (10[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v) was chosen as the washing solution in further experiments.
image file: c5ra06749a-f8.tif
Fig. 8 Effect of the washing solvents volume on the retention rate of dencichine.
3.6.3 Elution solvent selection. The final elution of dencichine was conducted by using 5 mL of 10% hydrochloric acid and 5 mL TFA–H2O (1[thin space (1/6-em)]:[thin space (1/6-em)]5, v/v). Both elution solvents achieved dencichine recoveries close to 100%. Considering the cost, 5 mL of 10% hydrochloric acid was selected as the optimum elution solvent.
3.6.4 Accuracy of the methods. In order to assess the accuracy of the optimization experiments, the pure media spiked with three different levels of dencichine (10.0, 50.0, 100.0 μg mL−1 for dencichine) were subjected to extraction by the MISPE and NISPE cartridge under the optimized conditions and then analyzed by HPLC. The recoveries were 87.9%, 86.1% and 86.6% with the RSD% values 4.1%, 3.7% and 4.7% (n = 5), respectively. This result demonstrated that the proposed method was a suitable method for the determination of dencichine in samples.

3.7 Application of MISPE to samples

The optimized MISPE methods have been used for preparation of dencichine from Panax notoginseng. After adjusted with KH2PO4/NaOH buffered solution to pH at 7.0, the solution was passed through the MISPE column. The column was washed with acetone–H2O (10[thin space (1/6-em)]:[thin space (1/6-em)]1, v/v) and eluted with 10% hydrochloric acid. The final eluent from the MIPs and NIPs cartridge were analyzed by HPLC.

The chromatograms were shown in Fig. 9. After the enrichment of dencichine with MISPE cartridge, and eluted by 10% hydrochloric acid, the peak of dencichine appeared distinctly (Fig. 9C). As shown in Fig. 9B and C, the extraction efficiency and selectivity of the MISPE column were much higher than those of the NISPE column. Fig. 9B demonstrated a large impurity peak for dencichine in case of the NIP indicating there is still considerable undesired non-specific interaction.


image file: c5ra06749a-f9.tif
Fig. 9 (A) Chromatogram of crude extract of Panax notoginseng before percolating through SPE column. (B) Chromatogram of eluting solutions from NISPE column. (C) Chromatogram of eluting solutions from MISPE column.

3.8 The stability of polymers

3.8.1 The reproducibility of the MIP synthesis. In order to evaluate the repeatability and reproducibility of the preparation of the polymers, we did three independent syntheses experiments for SiO2@LG-MIP. The separate batches of polymers exhibited excellent adsorption capacity to dencichine, including high affinity, capacity, selectivity and specificity. The recoveries of extraction obtained using three MIPs resulting from three independent syntheses after applying the optimized procedure of extraction were 83.5%, 84.9% and 82.6% respectively, with the average recovery of 83.7% (n = 3). These results showed that the SiO2@LG-MIP as a selective sorption material could prepare the dencichine from Panax notoginseng and had a broad marketable prospect.
3.8.2 Thermal and chemical stability and lifetime of polymers. The lifetime of polymers is important for practical application (decline of efficiency with the recovery of analysis). The results showed that the specific recognition ability had no obvious decline after polymers were damaged mainly by high temperature, acid solution and basic solution (Table S1). The high thermal and chemical stability is due to the strong chemical binding formed into polymers. Table S1 also showed the change of selective enrichment efficiency of polymers after being used for 5, 10, 15, 20 and 30 times. The recovery did not evidently decrease after being used for 30 times. The results indicate that selective enrichment efficiency had no obvious decline. Polymers were still stable and reusable.

4. Conclusions

In this study, surface molecularly imprinted polymers with dummy template for the separation of the water-soluble natural product, dencichine, were prepared and characterized for the first time. Because of the simultaneous possession of high affinity, capacity, selectivity and specificity, MISPE method based on SiO2@LG-MIP was established under optimized conditions. The approach provided a novel method for targeted extraction of dencichine from natural products. These results indicate that the presented dummy molecular imprinting technique is an efficient method for the separation of bioactive components.

Acknowledgements

The project was sponsored by a research grant from Shandong Analysis and Test Center.

References

  1. W. J. Cheong, S. H. Yang and F. Ali, J. Sep. Sci., 2013, 36, 609–628 CrossRef CAS PubMed.
  2. J. J. Yang, Y. Li, J. C. Wang, X. L. Sun, S. M. Shah, R. Cao and J. P. Chen, Anal. Chim. Acta, 2015, 853, 311–319 CrossRef CAS PubMed.
  3. B. Sellergren, Molecularly Imprinted Polymers: man-made mimics of antibodies and their applications in analytical chemistry, Elsevier, Amsterdam, 2001 Search PubMed.
  4. P. Lenain, J. D. D. Mavungu, P. Dubrel, J. Robbens and S. D. Seager, Anal. Chem., 2012, 84, 10411–10418 CrossRef CAS PubMed.
  5. L. X. Chen, S. F. Xu and J. H. Li, Chem. Soc. Rev., 2011, 40, 2922–2942 RSC.
  6. T. C. Zhou, L. Jørgensen, M. A. Mattebjerg, I. S. Chronakis and L. Ye, RSC Adv., 2014, 4, 30292–30299 RSC.
  7. J. P. Ferreir, R. Viveiros, A. Lourenço, M. S. Silva, A. Rosatella, T. Casimiro and C. A. M. Afonso, RSC Adv., 2014, 4, 54948–54952 RSC.
  8. X. F. Zheng, Q. Lian and H. Yang, RSC Adv., 2014, 4, 42478–42485 RSC.
  9. W. H. Ji, L. X. Chen, X. L. Ma, X. Wang, Q. S. Gao, Y. L. Geng and L. Q. Huang, J. Chromatogr. A, 2014, 1342, 1–7 CrossRef CAS PubMed.
  10. Y. Ma, G. Q. Pan, Y. Zhang, X. Z. Guo and H. Q. Zhang, Angew. Chem., Int. Ed., 2013, 52, 1511–1514 CrossRef CAS PubMed.
  11. Y. Ge and A. P. F. Turner, Chem.–Eur. J., 2009, 15, 8100–8107 CrossRef CAS PubMed.
  12. S. Banerjee and B. Konig, J. Am. Chem. Soc., 2013, 135, 2967–2970 CrossRef CAS PubMed.
  13. H. B. Zheng, J. Z. Mo, Y. Zhang, Q. Gao, J. Ding, Q. W. Yu and Y. Q. Feng, J. Chromatogr. A, 2014, 1329, 17–23 CrossRef CAS PubMed.
  14. T. H. Jiang, L. X. Zhao, B. L. Chu, Q. Z. Feng, W. Yan and J. M. Lin, Talanta, 2009, 78, 442–447 CrossRef CAS PubMed.
  15. A. Nematollahzadeh, P. Lindemann, W. Sun, J. Stute, D. Lütkemeyer and B. Sellergrena, J. Chromatogr. A, 2014, 1345, 154–163 CrossRef CAS PubMed.
  16. A. Pardo, L. Mespouille, P. Dubois, B. Blankert and P. Duez, Chem.–Eur. J., 2014, 20, 3500–3509 CrossRef CAS PubMed.
  17. W. H. Ji, X. L. Ma, H. K. Xie, L. X. Chen, X. Wang, H. Q. Zhao and L. Q. Huang, J. Chromatogr. A, 2014, 1368, 44–51 CrossRef CAS PubMed.
  18. X. L. Ma, W. H. Ji, L. X. Chen, X. Wang, J. H. Liu and X. Y. Wang, J. Sep. Sci., 2015, 38, 100–107 CrossRef CAS PubMed.
  19. X. C. Ding and P. A. Heiden, Macromol. Mater. Eng., 2014, 299, 268–282 CrossRef CAS PubMed.
  20. X. Y. Gong and X. J. Cao, J. Biotechnol., 2011, 153, 8–14 CrossRef CAS PubMed.
  21. Z. H. Zhang, L. Liu, H. Li and S. Z. Yao, Appl. Surf. Sci., 2009, 255, 9327–9332 CrossRef CAS PubMed.
  22. X. J. Jia, H. Li, J. Luo, Q. Lu, Y. Peng, L. Y. Shi, L. P. Liu, S. H. Du, G. J. Zhang and L. N. Chen, Anal. Bioanal. Chem., 2012, 403, 2691–2703 CrossRef CAS PubMed.
  23. E. A. Bell, J. Agric. Food Chem., 2003, 51, 2854–2865 CrossRef CAS PubMed.
  24. S. L. N. Rao, Anal. Biochem., 1978, 86, 386–395 CrossRef CAS.
  25. J. Zhu, X. Zhou, H. Zheng and Z. W. Li, J. Chromatogr. B: Anal. Technol. Biomed. Life Sci., 2006, 840, 124–131 CrossRef CAS PubMed.
  26. C. F. Qiao, X. M. Liu, X. M. Cui, D. J. Hu, Y. W. Chen, J. Zhao and S. P. Li, J. Sep. Sci., 2013, 36, 2401–2406 CrossRef CAS PubMed.
  27. T. T. X. Dong, X. M. Cui, Z. H. Song, K. J. Zhao, Z. N. Ji, C. K. Lo and K. W. K. Tsim, J. Agric. Food Chem., 2003, 51, 4617–4623 CrossRef CAS PubMed.
  28. G. X. Xie, Y. P. Qiu, M. F. Qiu, X. F. Gao, Y. M. Liu and W. Jia, J. Pharm. Biomed. Anal., 2007, 43, 920–925 CrossRef CAS PubMed.
  29. Y. Zhang, X. Y. Chen, X. Y. Li and D. F. Zhong, Anal. Chim. Acta, 2006, 566, 200–206 CrossRef CAS PubMed.
  30. W. H. Ji, X. L. Ma, J. H. Zhang, H. K. Xie, F. Liu and X. Wang, J. Chromatogr. A, 2015, 1387, 24–31 CrossRef CAS PubMed.
  31. D. M. Gao, Z. P. Zhang, M. H. Wu, C. G. Xie, G. J. Guan and D. P. Wang, J. Am. Chem. Soc., 2007, 129, 7859–7866 CrossRef CAS PubMed.
  32. F. F. Chen, X. Y. Xie and Y. P. Shi, J. Chromatogr. A, 2013, 1300, 112–118 CrossRef CAS PubMed.

Footnotes

Electronic supplementary information (ESI) available. See DOI: 10.1039/c5ra06749a
These authors have equal contribution to this work. Both persons are the first authors.

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