Abstract
In this work, a facile protein imprinted polymer based on magnetic rich-amine mesoporous silica/graphene oxide was synthesized using dopamine as the functional monomer and bovine hemoglobin as the template molecule. Fe3O4 nanoparticles were introduced onto graphene oxide by an inverse microemulsion method for facilitating surface polymerization dopamine imprinted layer. The protein adsorption test showed that the imprinted layer based on magnetic rich-amine mesoporous silica/graphene oxide can significantly shorten the adsorption equilibrium time of the imprinted polymer toward bovine hemoglobin. Under optimized conditions, the imprinting factor and maximum adsorption capacity of the magnetic imprinted polymer toward bovine hemoglobin was 2.09 and 164.5 mg g−1, respectively. Several experimental parameters including temperature and pH of solution, type and volume of elution solvent, washing solvent, extraction time were investigated in detail. Combined with magnetic solid phase extraction and high performance liquid chromatography, the magnetic imprinted polymers was successfully applied to rapid separate and enrich bovine hemoglobin from bovine serum with the recoveries of 84.6–102.5%.
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1 Introduction
Molecular imprinting technology is a method to synthesis molecularly imprinted polymers (MIPs) which have the recognition sites complementary to the shape and functional groups of the template molecule [1]. With the advantages of easy synthesis, high selectivity and low cost, MIPs have been applied for selective recognition [2, 3], solid phase extraction [4, 5], liquid chromatography [6,7,8,9], sensing [10, 11], catalysis, degradation and drug delivery [12]. Although the molecular imprinting in the field of small molecule was successful, the biomacromolecule including protein [7, 13], peptide [14], cell [15] and viruse [16] imprinting technique has been limited due to their large dimensions, chemical and structural complexity, slow mass transfer and environmental instability [17]. Certainly, a diversity of strategies such as surface imprinting [18, 19], epitope imprinting [20, 21], boronate affinity molecular imprinting [22] and micro-contact imprinting have also been developed to overcome these limitations. Due to the recognition site was attached to the surface of material, surface imprinting has been proved as a prior strategy for improving the performance of biomacromolecule imprinted polymers. For example, Yan et al. [23] prepared a novel carbon nanotube based imprinted polymer for separation bovine serum albumin. Xie et al. [7] have successfully synthesized a photonic and magnetic dual responsive protein imprinted material for specific separation of bovine hemoglobin (BHb). Zhang et al. [24] prepared a novel imprinted polymer based on magnetic particle using itaconic acid and acrylamide as monomers.
In recent years, Fe3O4 particles [5, 12, 13], graphene oxide (GO) [23], mesoporous silica particles [21, 25], and carbon tubes [1, 26] have been widely applied as the supporting substance for biomacromolecule imprinting. GO is a kind of two-dimensional carbon material that contains various oxygen-containing functional groups including hydroxyl, carboxyl, and epoxy groups, which help to graft of imprinted layer on the surface during the preparation of MIPs. However, GO tends to accumulate during the application due to the π-π stacking interaction of the GO sheets.
Herein, a simple and facile way was developed to construct magnetic molecularly imprinted polymers (M-MIPs) for rapid specific selective separation of BHb. In this work, the M-MIPs were prepared with rich-amino mesoporous silica and GO hybrid composites (Fe3O4@SiO2-GO) as the carriers, BHb as the template protein and dopamine as the functional monomer due to its ability to self-polymerize in an alkaline environment. The doped Fe3O4 can effectively increase the specific surface area of GO. Moreover, the Fe3O4 particles encapsulated with the imprinted layer resulted in the M-MIPs can be easily separated by applying an external magnetic field. The M-MIPs showed high adsorption capacity, excellent selectivity and good reproducibility. Combined with magnetic solid phase extraction (M-SPE) and high performance liquid chromatography (HPLC), the M-MIPs were successfully applied to rapid separate and enrich BHb from bovine serum.
2 Experimental section
2.1 Materials and reagents
Bovine hemoglobin (BHb, molecular mass 64.5 kDa, pI 6.9), human serum albumin (HSA, molecular mass 66.0 kDa, pI 5.6), bovine serum albumin (BSA, molecular mass 66.0 kDa, pI 4.9), and lysozyme (Lyz, molecular mass 14.4 kDa, pI 10.7) were purchased from Sigma-Aldrich. Tetraethoxysilane (TEOS) and 3-aminopropyltriethoxysilane (APTES) were purchased from Sigma-Aldrich (St. Louis, USA). GO was purchased from Tianjin Hengxing Chemical Reagent Co. Iron (III) chloride hexahydrate (FeCl3·6H2O) was supplied by Guangfu Fine Chemical Research. 1-Ethyl-3-(3-dimethylaminopropyl) carbodiimide (EDC), triton X-100 and N-hydroxy succinimide (NHS) were purchased from Aladdin Reagent (Shanghai, China). Acetonitrile, acetic acid, hydrochloric acid, sulfuric acid, nitric acid, potassium permanganate, sodium dodecyl sulfate (SDS), dopamine (DA), 30% hydrogen peroxide solution, ethanol (HPLC grade),hydrazine hydrate, and sodium citrate were obtained from Changsha Chemical Reagent Co (Hunan, China). All chemicals are of analytical grade, and double-distilled water was used throughout this work.
2.2 Analysis equipment
The morphology of magnetic composites was characterized with scanning electron microscopy (SEM, Zeiss-Sigma HD, Germany) and transmission electron microscopy (TEM, FEI Tecnai G2 F20, USA). The magnetism of the composite was assessed with a vibrating sample magnetometer (VSM, M27407, Lake Shore Ltd.). Fourier-transform infrared spectroscopy (FT-IR, 4000–400 cm−1) was investigated by Nicolet iS10 Fourier-transform infrared (FT-IR) spectrometer (Thermo scientific, USA). The adsorption characteristics were determined with a UV spectrometer (UV2450, Shimadzu, Japan) and HPLC with an LC2010AHT solution system (Shimadzu, Japan). HPLC analysis was performed on a Spherigel C18 column (5 μm, 250 mm × 4.6 mm). All solutions were filtered through a 0.45 μm filter membrane before use. The mobile phase was a 50 mmol L−1 phosphate buffer solution (pH 7.0) with a flow rate of 0.5 mL min−1. The inject sample volume was 10 μL, and proteins were detected through a UV detector at 406 nm (BHb), 278 nm (BSA), 281 nm (HSA), and 290 nm (Lyz).
2.3 Preparation of M-MIPs
2.3.1 Preparation of amine functionalized magnetic mesoporous silica (Fe3O4@SiO2-NH2)
Fe3O4 nanoparticles were prepared by hydrothermal method. Firstly, 1.73 g of FeCl3·6H2O was dissolved in 35 mL of ethylene glycol to form a clear solution. Then 3.6 g of NaAc was added under stirring for 30 min. Sealed in a Teflon-lined stainless steel autoclave, the mixture was maintained at 200 °C for 10 h. Cooled to room temperature, the black product was washed repeatedly with ethanol and dried under vacuum at 60 °C to obtain Fe3O4 nanoparticles. Fe3O4@SiO2-NH2 was prepared by a one-pot method. Briefly, 25 mL of cyclohexanol, 50.5 mL of cyclohexane, 10 mL of triton X-100, and 7.5 mL of water were mixed to form a water-in-oil reverse microemulsion. Then, 500 mg of Fe3O4 nanoparticles was added into the system. After sonication for 30 min, the mixture was stirred at room temperature for 3 h. After that, 0.9 mL of ammonium hydroxide and 1.5 mL of TEOS were added into the solution under stirred for 12 h. Added 0.5 mL of APTES, the mixture was kept at room temperature for another 12 h. Finally, the precipitates were washed respectively with ethanol and double distilled water for 8 times, and then dried in a vacuum at 50 °C for 24 h.
2.3.2 Preparation of Fe3O4@SiO2-GO
0.1 g of GO was dispersed in 50 mL of DMF under sonicated for 30 min. Then 0.1 g of NHS and 0.2 g of EDC were added into the mixture under stirred at room temperature for 2 h. After that, 0.5 g of Fe3O4@SiO2-NH2 was added. After stirring for 3 h, the product was washed with ethanol for 3 times. Finally, the product was dried in vacuum for 24 h at 50 °C to obtain magnetic graphene oxide/mesoporous silica composite materials (Fe3O4@SiO2-GO).
2.3.3 Synthesis of M-MIPs
Firstly, 250.0 mg of Fe3O4@SiO2-GO was dispersed in 100.0 mL of phosphate buffer solution (pH = 8.0) by sonication for 15 min. Next, 200.0 mg of DA and 80.0 mg of BHb were added. The mixture was stirred in the dark for 7.5 h. Then the resultant composite was washed respectively with double distilled water and NaOH (0.1 mol L−1) solution to remove the unreacted monomer and template. Finally, the M-MIPs were dried in vacuum at 50 °C for 24 h. Magnetic non-imprinted polymers based on Fe3O4@SiO2-GO (M-NIPs) were also prepared by the same synthesis method except that the template was not added in the preparation process.
2.4 Protein adsorption experiment
2.4.1 Isothermal adsorption experiment
In the isothermal adsorption assays, 5.0 mg of M-MIPs (M-NIPs or Fe3O4@SiO2-GO) was added into the adsorption tube containing 10 mL of BHb solution with different concentrations ranged from 0.05 to 0.45 mg mL−1 (pH = 8.0, 10 mM PBS). After incubation for 12 h, the supernatant (M-MIPs, M-NIPs or Fe3O4@SiO2-GO) was separated by an external magnetic field, and the concentration of protein was detected by UV–vis spectrophotometer at 406 nm. The adsorption capacity (Q, mg g −1) was calculated by the following equation [23]:
where Q (mg g−1) is the mass of protein adsorbed by a unit amount of dry particles, C0 (mg mL−1) and CF (mg mL−1) are the initial and final BHb solution concentration, V (mL) is the volume of the initial solution, m (g) is the mass of sorbent.
2.4.2 Dynamic adsorption experiment
In kinetic adsorption experiment, 5.0 mg of M-MIPs, M-NIPs or Fe3O4@SiO2–GO was suspended respectively in 5.0 mL of 0.3 mg mL−1 BHb solution (pH = 8.0, 10 mM PBS). The suspensions were shaken at room temperature for different time intervals of 5–60 min. After that, the adsorbents were separated by an external magnet. The residual BHb concentration in the supernatant solution was determined with UV–vis spectrophotometry at 406 nm.
2.4.3 Selectivity and competitive adsorption experiment
In order to estimate the selectivity of the magnetic molecularly imprinted polymers toward BHb, BSA, HSA and Lyz were selected as the competitive molecules due to their similar structure with the template. 10 mg of the M-MIPs or M-NIPs was dispersed in 5.0 mL of 0.3 mg L−1 BHb, BSA, Lyz, and HSA solution at room temperature for 4 h. Then the sorbent was separated by an external magnet and the concentration of protein in the supernatant solution was determined with UV–vis spectrophotometry.
In competitive adsorption experiment of M-MIPs, 5 mL of a mixed solution of BHb and competitor protein was added into a centrifuge tube containing 10.0 mg of M-MIPs under shaken at room temperature for 2 h. Then the sorbent was separated by an external magnet and the proteins concentration was detected through a UV detector at 406 nm (BHb), 278 nm (BSA), 281 nm (HSA), and 290 nm (Lyz).
2.4.4 Rebinding adsorption experiment
Several groups of 10.0 mg of M-MIPs or M-NIPs were added to 5.0 mL of 0.3 mg mL−1 BHb solution (pH = 8.0, 10 mM PBS). After incubating at room temperature for 2 h, the M-MIPs or the M-NIPs were isolated using an external magnetic field. The residual BHb concentration in the supernatant solution was determined with UV–vis spectrophotometry at 406 nm.
2.5 Real sample analysis
Firstly, the serum was diluted 100 times with phosphate buffer solution containing 1.0 mmol L−1 NaCl (10.0 mmol L−1, pH 6.0) at room temperature. Then, 20.0 mg of M-MIPs was mixed with 10.0 mL of serum samples for 45 min. After that, the M-MIPs was firstly washed with 5.0 mL of NaCl solution (5 mmol L−1, pH 7.0), and then eluted with 3.0 mL of NaCl solution (0.25 mol L−1, pH 7.0) for 40 min. Finally, diluted bovine blood samples, adsorbed bovine blood samples and eluent were analyzed with HPLC.
3 Results and discussion
3.1 Synthesis of magnetic M-MIPs
The preparation procedure for the M-MIPs was shown in Fig. 1. In our case, the amine functionalized magnetic mesoporous silica (Fe3O4@SiO2-NH2) was prepared in a reversed microemulsion system [27]. Simply, TEOS was added into the microemulsion to coat the Fe3O4 particle with silica layer, followed by addition of APTES for modification amino group onto the silica-coated magnetic nanoparticles surface. And then, NHS and EDC as the catalysts,Fe3O4@SiO2-NH2 attached the surface of GO by amide bonds, Si–O and Fe–O bonds [5]. Thus, the Fe3O4@SiO2-GO surface deposited with rich amino group has a high specific surface area and good dispersibility in an aqueous solution. Finally, the M-MIPs were prepared by self-polymerization of dopamine in alkaline aqueous solution.
In general, the molar ratio of functional monomer to template has an important influence on the specific affinity of M-MIPs. A series of M-MIPs were prepared with different amounts of Fe3O4@SiO2-GO, dopamine, and BHb and polymerization time. The adsorption performances of the M-MIPs were shown in Table 1, which indicated that the adsorption capacity of M-MIPs toward BHb reached the maximum when the amount of the Fe3O4@SiO2-GO was 250 mg, and mass ratio of DA and BHb was 20:8, and the polymerization time was 7.5 h.
3.2 Characterization
3.2.1 Morphological characterization
The morphological characterization of the prepared magnetic particles and composites were investigated by SEM and TEM. As depicted in Fig. 2a, the Fe3O4@SiO2-NH2 was found to be spherical. Figure 2b shows that the Fe3O4@SiO2-NH2 sphericals were assembled onto the surface of GO. As shown in Fig. 2c, after the imprinted layer based on the Fe3O4@SiO2-GO was completed, the diameter of M-MIPs was larger than that of Fe3O4@SiO2-GO, which indicated the M-MIPs was prepared successfully.
TEM images of Fe3O4@SiO2-NH2, Fe3O4@SiO2-GO and M-MIPs were shown in Fig. 2a1–c1. Figure 2a1 shows the presence of thick silica shell around Fe3O4 nanoparticles, which indicated that Fe3O4 nanoparticles have been coated by the silica layer successfully. Figure 2b1 confirmed that Fe3O4@SiO2-NH2 was completely grafted with GO. Compared with Fig. 2b1, Fig. 2c1 indicated the imprinted layer was coated on the surface of Fe3O4@SiO2-GO, making the surface of M-MIPs rough.
3.2.2 FT-IR spectra analysis
FT-IR spectroscopy was used to analyze the chemical structure of Fe3O4@SiO2-NH2, Fe3O4@SiO2-GO, M-MIPs before elution, M-NIPs and M-MIPs and the results were shown in Fig. 3. Absorption peak at 580 cm−1 existed in the all materials was attributed to the vibrational absorption peak of Fe–O [28]. There are absorption peaks at 1103 cm−1 and 467 cm−1 in Fe3O4@SiO2-NH2 (spectrum a) and Fe3O4@SiO2-GO (spectrum b) corresponding to Si–O-Si and Si–O tensile and deformation vibrations, respectively, which indicated the successful coating of SiO2 on Fe3O4 nanoparticles surface [13, 27]. Compared with spectrum a and b, the new absorption peaks at 2800 cm−1 and 3045 cm−1 existed in spectrum c corresponded to the stretching vibration of methylene groups, which confirmed that the amino-functionalization of the silica shell was successful [27]. Upon completion of the imprinting process, a typical phenyl absorption peak at 1630 cm−1 appeared at FT-IR spectrum of M-MIPs. The absorption peaks at 2848 cm−1 and 3400 cm−1 were greatly enhanced compared with spectrum c, which was derived from the stretching vibration of phenolic hydroxyl groups and amino groups [23]. The infrared spectrum of M-NIPs (spectrum d) was similar with the spectrum of M-MIPs (spectrum e). The absorption peak of 2924 cm−1 was produced by –OH stretching vibration, which was not found in the spectrum of M-MIPs before elution (spectrum e). These results indicated that dopamine and BHb were successfully polymerized on the surface of the Fe3O4@SiO2-GOs.
3.2.3 Magnetic performance
The magnetic hysteresis loops of the synthesized magnetic adsorbents were shown in Fig. S1 in supplementary material. Magnetic characterization results showed that the magnetic saturation values for Fe3O4 nanoparticles, Fe3O4@SiO2-NH2, Fe3O4@SiO2-GO and M-MIPs were 64, 54, 34, and 21 emu g−1, respectively. The lower saturation magnetism of the M-MIPs compared with the Fe3O4@SiO2-GO was ascribed to the shielding effect of the imprinted layer on the M-MIPs. Nevertheless, the M-MIPs composite can be easily isolated from the sample solution with the help of an external magnet. As shown in Fig. S1e, the M-MIPs were quickly separated from the aqueous solution (10 s) with an external magnet.
3.3 Adsorption experiment
3.3.1 Isothermal adsorption analysis
The adsorption isotherms of the M-MIPs, M-NIPs and Fe3O4@SiO2-GO toward BHb were examined via batch rebinding tests at different initial BHb concentrations ranged from 0.05 to 0.45 mg mL−1. The saturated adsorption capacity was fitted respectively with the Freundlich adsorption model and Langmuir adsorption model. The Freundlich adsorption model is an empirical model that assumes the adsorption is on a heterogeneous surface. The equation is as follows [13]:
A linear equation was obtained by taking the logarithm of Freundlich equation [29]
where Ce (mg mL−1) and Qeq (mg g−1) are the concentration of BHb and adsorbed amount in the equilibrium state, respectively. Kf (μmol g−1) is the Freundlich coefficient, which is an index of the adsorption capacity of the adsorbent.
The Langmuir equation is follows [23]:
where Qeq (mg g−1) and Qmax (mg g−1) are the experimental and theoretical maximum adsorption capacity of the adsorbent toward the protein, respectively. KL (mg mL−1) is the dissociation constant of Langmuir equation. The results were shown in Fig. S2 and the relative parameters calculated from these isotherms were listed in Table 2. As shown in Fig. S2 in supplementary material, compared to with the M-NIPs, the M-MIPs had higher adsorption capacity. Moreover, the adsorption capacity of the M-MIPs in this paper were better than that of the previous studies [23, 24], which demonstrated the excellent adsorption capacity of the M-MIPs toward BHb. In addition, the correlation coefficients (R2) of the Langmuir adsorption isotherm were higher than that of the Freundlich adsorption isotherm. The Qmax and KL values of Langmuir equation were estimated to be 164.4 mg g−1and 4.6 L mg−1 for the M-MIPs. The KL of the imprinted particles expressed much lower than that of the non-imprinted,which indicated that the binding sites of the M-MIPs are uniformly dispersed on the surface, and the adsorption mechanism is a controlled single-layer adsorption.
3.3.2 Adsorption kinetics analysis
The adsorption kinetics of M-MIPs, M-NIPs, and Fe3O4@SiO2-GO toward BHb were investigated and the results were shown in Fig. S3 in supplementary material. The adsorption of the M-MIPs toward BHb reached the equilibrium at 40 min, and the adsorption of M-NIPs and Fe3O4@SiO2-GO toward BHb reached the equilibrium at 35 min. The maximum adsorption capacity of the M-MIPs was higher than that of the M-NIPs and Fe3O4@SiO2-GO, which is due to the introduction of a large number of imprinted recognition sites in the M-MIPs during the preparation process. Compared with the previous work [23], the M-MIPs prepared in this experiment had a shorter time to reach adsorption equilibrium.
In order to study the rate control and mass transfer mechanism of the adsorption process, the pseudo-first-order and pseudo-second-order model was used to fit the experimental data [30].
where Qe (mg g−1) and Qt (mg g−1) are the equilibrium adsorption capacity and adsorption capacity at a real time, respectively. k1 (s−1) is the adsorption rate constant of pseudo-first-order adsorption; and k2 (mg g−1 s−1) is the adsorption rate constant of pseudo-second-order adsorption. The relative parameters of the pseudo-first-order adsorption model and the pseudo-second-order adsorption model for the M-MIPs, M-NIPs, and Fe3O4@SiO2-GO toward BHb were listed in Table 3. The results showed the proposed pseudo-second-order model was suitable for explanation for the adsorption process of the M-MIPs toward BHb.
3.3.3 Selectivity of M-MIPs
The selectivity test of the M-MIPs and M-NIPs was carried out by using BSA, HSA, Lyz as the comparative proteins because they have a broad isoelectric point (pI). As shown in Fig. 4, the binding capacity of M-MIPs toward BHb was much higher than that of the competitive protein, which was attributed to the binding sites of M-MIPs are complementary to BHb. The recognition property of the M-MIPs toward BHb was evaluated by the imprinting factor (α) which is defined as follow [31]:
where QM-MIPs and QM-NIPs are the adsorption capacities of the M-MIPs and M-NIPs, respectively. The imprinting factors (α) were calculated to be 2.09, 1.32, 1.64, and 1.47 for BHb, HSA, BSA, and Lyz, respectively, which indicated that the imprinted sites complementary with the template BHb in shape, size and functionality were formed in the process of imprinting. The selectivity of the M-MIPs was evaluated by the selective factor (β) which is defined as follows [32]:
where α1 is the imprinting factors of BHb, α2 is the other competitive proteins. The selectivity factors (β) for BSA, HSA, and Lyz were 1.27, 1.58 and 1.42, respectively, demonstrating the M-MIPs owned the higher selectivity for BHb.
The concentration of BHb was fixed in the mixed protein solution (0.3 mg mL−1), and the concentrations of the competitive protein were ranged from 0.1 to 0.5 mg mL−1. As shown in Table 4, compared with single protein, the adsorption capacity of M-MIPs and M-NIPs decreased about 8–16 mg g−1, which indicated that the concentration of competitive protein had a little influence on the adsorption performance of M-MIPs
In order to further verify the specificity of M-MIPs, the mixed system of four proteins was prepared with the fixed concentration of BHb (0.3 mg mL−1) and the different concentration of competitive proteins (0.1 mg mL−1, 0.2 mg mL−1 and 0.3 mg mL−1). As shown in Table 5, the adsorption capacity of M-MIPs and M-NIPs toward BHb reduced about 9 mg g−1, which indicated that the rise of competitive protein concentration in the solution causes the binding site to be occupied. However, the adsorption capacity of M-MIPs to BHb keep at high level (Q = 79.9 mg g−1).
3.3.4 Reproducibility of M-MIPs
The reusability and reproducibility are the important properties for the application of imprinted polymers. The results of cycles adsorption and elution processes by using the same batch of M-MIPs were shown in Fig. S4. After twelve adsorption–desorption cycles, the adsorption capacity of M-MIPs toward BHb decreased about 14.1%, which may be as a consequence of the damage of some imprinted cavities for BHb in the repeated elution process [2]. The data confirmed the M-MIPs possess a high stability and excellent reusability performance.
3.4 Optimization of imprinted solid phase extraction condition
In order to obtain excellent extraction efficiency, several extraction conditions including washing solvent, pH of the eluent and desorption time were studied in detail. Firstly, 10.0 mg of the M-MIPs was immersed into 5.0 mL of 0.5 mg mL−1 BHb for 2 h. When one of the parameters was changed, the other parameters were fixed to their optimized values.
3.4.1 Effect of temperature and pH to M-MIPs extraction performance
Studies showed solution pH can affect the adsorption capacity of the M-MIPs toward protein [30]. In this study, 10 mg of the M-MIPs was immersed into BHb solution with different pH values ranged from 3.0 to 9.0 at 30 °C for 2 h to investigate the maximum adsorption capacity. As shown in Table 6, the M-MIPs showed the maximum adsorption capacity toward BHb at pH 8.0 (RSD < 4.3%, n = 3).
The effects of adsorption temperature ranged from 15 to 35 °C on the adsorption performance of BHb were investigated in detail under pH 8. As shown in Table 6, the maximum adsorption capacity of the M-MIPs toward BHb was achieved at 30 °C, and the adsorption capacity the M-MIPs toward BHb decreased rapidly when temperature decreased or increased.
3.4.2 Effect of washing solvent and eluent solvent
In order to reduce the impurity content, suitable washing solvent was selected in the magnetic solid phase extraction process. In this study, 5.0 mL of different types of washing solvents including NaCl solution (10.0 mmol L−1, pH 7.0), PBS (10.0 mmol L−1, pH 7.0), methanol/HAc with different ratios (10:90, 50:50, 90:10) were tested. As shown in Fig. 5a, when 5.0 mL of PBS (10.0 mmol L−1, pH 7.0) was used as the washing solvent, the maximum recovery of BHb from the M-NIPs was obtained (65.0%) due to the non-specific adsorption, while 8.4% of that was obtained from the M-MIPs. Therefore, 5.0 mL of PBS (10.0 mmol L, pH = 7) was selected as the optimum washing solvent.
In this study, different types of eluents such as NaCl (0.25 mol L−1, pH 7.0), PBS/NaCl (50:50, pH 7), PBS (10.0 mmol L−1, pH 7.0), NaOH (10.0 mmol L−1), 2% SDS-HAc (w/v, v/v) were used to elute BHb from the M-MIPs. As shown in Fig. 5b, NaCl (0.25 mol L−1, pH 7.0) and NaOH (10.0 mmol L−1), 2% SDS-HAc (w/v) showed higher BHb recovery than that of other eluents. However, SDS-HAc and NaOH would destroy protein structure [33]. Thus, NaCl (0.25 mol L−1, pH 7.0) was used as the eluent in this experiment.
Additional, the effects of different volume of NaCl solution (2.5 mL, 3.5 mL, 4.5 mL, 5.5 mL) on the recovery of BHb were discussed. The results showed that the recovery rate increased with the increment of the volume of eluent when the volume of the eluent was less 4.5 mL. The recovery of BHb remained stable when the volume exceeded 4.5 mL. NaCl solutions with different pH values have different effects on the elution efficiency of the protein. The results showed the highest recovery (84.5%) for BHb was obtained at pH = 7. Therefore, 4.5 mL of NaCl solution (0.25 mol L−1, pH 7.0) was chosen as the optimum eluent in this study.
3.4.3 Desorption time
On the basis of the above optimized conditions, the desorption time was further optimized. As shown in Fig. S5, the recovery of BHb from the M-MIPs increased rapidly in the first 40 min and then remained stable at 85%. Therefore, 40 min was selected as the appropriate desorption time.
3.5 Application
M-MIPs were used as adsorbents for M-SPE BHb in bovine serum under the above optimized solid phase extraction conditions to evaluate the separation and enrichment of BHb from real sample. The results were shown in Fig. 6. A small chromatographic peak of BHb was observed in Fig. 6a (calf serum sample). However, when BHb standard solution was added, BHb peak in the spiked serum chromatogram was clearly detected (Fig. 6b). Compared with Fig. 6b and c, BHb chromatographic peak in Fig. 6d increased significantly. The above results indicated that M-MIPs exhibited excellent selective separation and enrichment performance for BHb. By comparing the concentration of BHb in the spiked bovine serum and the eluate, the enrichment factor of M-MIPs toward BHb was calculated as 15, which indicated the M-MIPs possessed excellent enrichment ability toward BHb.
The bovine calf serum analysis was carried out by spiked recovery method to investigate the separation and enrichment performance of the M-MIPs, and the results were represented in Table 7. The recoveries of the spiked samples was ranged from 84.64 to 102.56%, which indicated that the proposed method was suited for the specific separation and extraction of BHb in real sample. Moreover, the comparison of the parameter of proposed M-MIPs with the other method for separation BHb was shown in Table 8 [23, 29, 34,35,36]. The M-MIPs showed higher adsorption capacity and shorter adsorption equilibrium time.
4 Conclusions
Novel M-MIPs based on magnetic rich-amine mesoporous silica/graphene oxide were synthesized with surface imprinting technique. The amino coated Fe3O4 nanoparticles were introduced to graphene oxide surface by an inverse microemulsion method for facilitating surface polymerization dopamine imprinted layer. The protein adsorption on the imprinted surface was monolayer adsorption, and the adsorption kinetics conforms to a pseudo-second-order kinetic model. The recoveries of the bovine hemoglobin in spiked bovine calf serum samples were range of 84.6–102.5%. The fascinating M-MIPs provided an alternative method for the separation of protein.
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Acknowledgements
This work is supported by the National Natural Science Foundation of China (No. 21767011 and 21565014); Hunan province graduate student scientific research innovation Project (CX2018B705); Hunan Province Manganese Zinc and Vanadium Industry Technology Collaborative Innovation Center Research and Innovation Project (2018mzvg006).
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Xiao, H., Cai, L., Chen, S. et al. Magnetic mesoporous silica/graphene oxide based molecularly imprinted polymers for fast selective separation of bovine hemoglobin. SN Appl. Sci. 2, 759 (2020). https://doi.org/10.1007/s42452-020-2573-y
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DOI: https://doi.org/10.1007/s42452-020-2573-y