Xumian Gao*,
Xiaoling Hu*,
Ping Guan,
Chunbao Du
,
Shichao Ding,
Xiaoyan Zhang,
Bangpeng Li,
Xiongqi Wei and
Renyuan Song
Department of Applied Chemistry, Key Laboratory of Applied Physics and Chemistry in Space of Ministry of Education, School of Natural and Applied Science, Northwestern Polytechnical University, Xi'an 710072, P. R. China. E-mail: gaoxumian@163.com; huxl@nwpu.edu.cn; Fax: +86-29-88431639; Tel: +86-29-88431639
First published on 4th November 2016
An approach for synthesizing core–shell imprinting polymers using P(EGDMA-CMS) microspheres prepared via dispersion polymerization as a core and employing a surface imprinting technique and iniferter-induced radical polymerization is described. N,N-Diethyldithiocarbamyl groups were immobilized on the surface of the supporting microspheres to form the surface iniferter and further prepare the imprinting layer. Thymopentin (TP5) was selected as the template molecule, which was known to be an immunomodulating agent that had medical properties. Here, a bifunctional ionic liquid (IL), namely, 1-vinyl-3-carbamoylmethyl-imidazolium chloride ([VACMIM]Cl), was synthesized and employed as a novel functional monomer on the basis of the demands of peptide imprinting and the designability of ILs. Under irradiation by UV light, the surface iniferter decomposed and then polymerization was initiated to form a thin surface imprinting layer with specific recognition cavities for TP5. The surface imprinting layer possessed a uniform thickness of ∼35 nm, which was beneficial for the mass transfer of the template TP5, owing to good control of the thickness of the imprinting layer by controlled/living radical polymerization (CRP). The polymeric microspheres were fully characterized and their adsorption properties were investigated. The surface molecular imprinting microspheres (SMIMs) displayed high binding affinity, good selective specificity, rapid adsorption equilibrium and satisfactory reusability. The Scatchard plots of the SMIMs could be fitted to one straight line, which suggested that there was only one kind of binding site. Furthermore, the method of combining a surface imprinting technique and CRP together can be extended to a wide range of applications for chemical sensors, drug delivery and the separation of biomacromolecules.
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Fig. 1 Chemical structures of the template molecule TP5 (a, pI 8.59) and its analogue IPH (b, pI 3.30) used in this study. |
Molecular imprinting technology (MIT) is a technique in which a tailor-made polymer is synthesized for the specific recognition of a template molecule under the guidance of a template molecule.11 It has undergone explosive growth in the past two decades and is currently highly topical.12 It has attracted a great deal of interest owing to its advantages of desirable selectivity, physical robustness, and thermal stability, as well as low cost and easy preparation.13 Typical procedures for synthesizing molecular imprinting polymers (MIPs) include four steps, which are the self-assembly of template molecules and functional monomers, the copolymerization of functional monomers and a cross-linker in a solvent, the removal of template molecules and the rebinding of template molecules in a solution of a certain concentration, respectively.14 MIT has a wide range of applications in various fields including analytical chemistry,15 separation and purification,16–18 electrochemical sensors,19 biosensors,20 drug delivery systems21 and catalysis.22–24 MIPs can be prepared in a variety of physical forms by using different polymerization techniques. However, MIPs prepared by traditional polymerization methods such as bulk polymerization and suspension polymerization have their own shortcomings. For example, MIPs prepared by these traditional methods are irregular in size and shape and can only be efficient on a laboratory scale.25 In addition, a series of problems such as poor accessibility, a low mass transfer rate, nonuniform and deeply embedded imprinting binding sites and difficulties in removing template molecules have also occurred.26 Free-radical polymerization (FRP) techniques are widely used to synthesize polymers for both commercial and lab-scale use. However, a free-radical process does not allow control of the size, architecture, and number of synthesized macromolecules because of chain transfer and termination reactions.27 As a result, FRP is far from ideal for applications in the area of imprinting.
Core–shell (CS) imprinting polymers have frequently been synthesized via different methods, whereas controlled/living radical polymerization methods (CRPs) are an ideal choice owing to their intrinsic advantages. For example, CRPs have great potential in providing controlled morphology and controlled thickness of the grafted layer.28 In addition, CRPs have been introduced into the area of imprinting for the purpose of solving general problems associated with MIPs, in particular, their heterogeneity in terms of their internal morphology and distribution of binding site affinities.29,30 Core–shell imprinting polymers were synthesized with the aid of a surface imprinting technique. Surface imprinting polymers possess the features of a high concentration of binding sites on the surface and low mass transfer resistance. In comparison to traditional MIPs (TR-MIPs), surface imprinting polymers possess not only higher binding capacities but also faster mass transfer and binding kinetics, owing to the nearly complete removal of the template.31 Typical CRPs include iniferter-induced radical polymerization, nitroxide-mediated “living” radical polymerization (NMP), atom transfer radical polymerization (ATRP) and reversible addition–fragmentation chain transfer polymerization (RAFT). CRPs have the ability to improve the morphology of imprinting polymers by controlling polymer chain growth. Among these, iniferter methods are among the most versatile because of their applicability under mild conditions and their compatibility with a wide range of monomers, as compared, for instance, to ATRP, in which the metal catalyst is inhibited by acidic monomers.32 As a result, iniferter polymerization is used to obtain water-compatible polymer microspheres with the aid of a hydrophilic ionic liquid for aqueous-phase imprinting.
Iniferter-induced radical polymerization (Fig. 2) was first proposed by Otsu et al.33 in 1982. Under UV irradiation, the iniferter decomposes into an active radical and an inactive radical, where the active radical is bound to the surface of the supporting microsphere and initiates polymerization, and the inactive radical in solution mainly reacts via chain transfer and terminates the reaction to form a “dormant species”.34 In comparison with traditional radical polymerization, this polymerization process can be well controlled by the iniferter owing to the avoidance of adverse reactions such as radical coupling and disproportionation reactions.35 Mayes36 et al. synthesized molecular imprinting core–shell nanoparticles based on dithiocarbamate iniferters via surface-initiated living-radical polymerization and the molecular imprinting CS nanoparticles successfully recognized the template. Besides, Li37 et al. synthesized a surface-modified molecular imprinting membrane via an iniferter method for the permselective separation of lysozyme. The advantages of employing surface imprinting via iniferter-induced radical polymerization in the area of imprinting can be summarized as follows.30,38 Firstly, evenly distributed and controllable thin layers on MIPs with reduced mass transfer resistance can be created. Secondly, block polymers with different properties can be grafted in the presence of an iniferter. Thirdly, UV irradiation is better than thermal initiation because template/monomer complexes are stable at low temperatures. Fourthly, the system can be re-initiated with the same or other monomers, thus enabling the tailoring of multiple shells with defined layer thicknesses.
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Fig. 2 Mechanism of iniferter-induced radical polymerization.14 |
Ionic liquids (ILs), which are composed of bulky and asymmetrical organic cations and evenly shaped inorganic or organic anions, are synthetic salts.39 Owing to their many excellent properties such as a nearly negligible vapor pressure, good thermal stability, excellent solubility of organic and inorganic compounds, high density of ions, high ionic conductivity, designability, and so on,40–42 ILs have become promising materials and are employed in many fields including analytical chemistry,43 electrochemistry44,45 and separation processes.46 The power of IL-based materials rests on their dual nature, and their separation mechanisms involve multiple interactions including ion exchange, electrostatic interactions, hydrophobic interactions, and π–π stacking interactions.47,48 Recently, many groups have investigated the roles that ILs can play in the field of molecular imprinting. They have found that ILs can be used as functional monomers,49 templates,50 cross-linkers51 or porogens52 in the polymerization procedure and could improve the selectivity and adsorption capacity of MIPs.53 In general, the functional monomers commonly used in MIT are methacrylic acid (MAA), acrylamide (AM), 4-vinylpyridine (4-VP), N-isopropylacrylamide (NIPAm), and so on. Therefore, the choice of functional monomers is usually limited when the imprinting process occurs in the aqueous phase. In addition, the single interaction taking place between the template and the functional monomer could not guarantee specific recognition and high adsorption capacity simultaneously. The immunomodulatory peptide TP5 was chosen as the template because it contains five amino acid residues, of which two are positively charged, one is negatively charged, one is uncharged and hydrophobic and one is uncharged but polar (with an –OH group). TP5 was fully investigated here in order to synthesize an adequate IL functional monomer. For this purpose, multiple interactions between the functional monomer and TP5 should be designed that would play a predominant role in the adsorption process. Considering that the interactions between TP5 and monomers are vital for promoting the adsorption properties of MIPs, some general concepts should be taken into account.54 Firstly, more selective binding sites are produced via interactions with specific directionality. Secondly, favorable binding and selectivity would arise when multiple interactions between the template and MIPs are present. Thirdly, in bi/multifunctional imprinting, selectivity via interactions with multiple functional groups is better when the intramolecular separation of the groups is maximized. On the basis of the aforementioned principles and the designability of ILs, a polymeric ionic liquid with a terminal amino group would be very suitable to act as the functional monomer of TP5 for the preparation of MIPs.
In this work, polymer microspheres were synthesized via dispersion polymerization and were used as supporting materials in the preparation of surface imprinting microspheres. The surface of the supporting microspheres was first modified with diethyldithiocarbamate trihydrate by a coupling reaction to immobilize iniferter groups. Thereafter, a novel ionic liquid, namely, 1-vinyl-3-carbamoylmethyl-imidazolium chloride ([VACMIM]Cl), which could be used as a functional monomer owing to its C–C double bond and functional group, was synthesized by a one-step alkylation reaction. Then, surface molecular imprinting microspheres (SMIMs) were prepared using DDTC-modified (here, sodium diethyldithiocarbamate trihydrate is denoted as DDTC) microspheres as an active matrix, [VACMIM]Cl as a functional monomer and N,N′-methylenebisacrylamide (MBA) as a cross-linker in the aqueous phase by the “grafting from” approach under ultraviolet light at room temperature. UV irradiation was selected to enable the polymerization of SMIMs in moderate conditions and avoid the poor interactions between the template and the functional groups at high temperatures. The obtained polymers were fully characterized by X-ray photoelectron spectroscopy (XPS), Fourier transform infrared spectroscopy (FT-IR), scanning electron microscopy (SEM) and transmission electron microscopy (TEM) to confirm the success of every step. Moreover, the characterization, adsorption properties, Scatchard analysis, selectivity and reusability of the SMIMs were investigated systematically.
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Fig. 3 Chemical structures of the ionic liquid functional monomer [VACMIM]Cl (a) and the cross-linker MBA (b) used in this study. |
1H NMR (DMSO-d6, δ) 9.62 (s, 1H, NC*HN), 8.26 (s, 1H, CH2CHNC*H
CH), 7.89 (s, 1H, CH
C*HNCH2), 8.12 (s, 1H, N*H2), 7.58 (s, 1H, N*H2), 7.42 (dd, 1H, CH2
C*HN), 6.02 (d, 1H, C*H2
CH), 5.44 (d, 1H, C*H2
CH), 5.1 (s, 2H, NC*H2C).
The adsorption capacity (Qe) of the SMIMs (NIMs) for TP5, which was calculated on the basis of the difference in the TP5 concentration before and after adsorption, was calculated by the following eqn (1):
![]() | (1) |
The imprinting factor (IF) α was defined as representing the specificity of microspheres for TP5. It was calculated by the following eqn (2):
![]() | (2) |
The selectivity coefficient (SC) β was defined as representing the specific selectivity for analogues of the template molecule TP5.55 A higher value of the SC indicates better specific recognition and a better imprinting effect. The SC is defined by the following eqn (3):
![]() | (3) |
Reusability is an important property of imprinting polymers in practical applications. Reusability indicates the stability of polymers, which should be investigated. Adsorption–desorption cycles were carried out with the same batches of SMIMs. The loss of adsorption capacity after several adsorption–desorption cycles was used to determine the reusability of SMIMs.
Sample | Elemental concentration (%) | ||||
---|---|---|---|---|---|
C | O | N | S | Cl | |
a In the experiments, the time of the addition of p-CMS was 60 min when P(EGDMA-CMS) microspheres were synthesized.b In the experiments, the time of the addition of p-CMS was 0 min when P(EGDMA-CMS) microspheres were synthesized. | |||||
P(EGDMA-CMS)a | 76.05 | 19.34 | 0 | 0 | 4.61 |
P(EGDMA-CMS)b | 72.19 | 26.97 | 0 | 0 | 0.84 |
P(EGDMA-CMS)@DDTC | 75.81 | 17.58 | 1.02 | 5.59 | 0 |
SMIMs | 73.27 | 21.78 | 2.03 | 2.92 | 0 |
NIMs | 73.50 | 23.61 | 1.25 | 1.64 | 0 |
The iniferter immobilization strategy and surface imprinting technique were employed together here to solve the problems that occur in biomolecule imprinting processes. On the one hand, control of the thickness of the imprinting layer could overcome difficulties in mass transfer and the removal of template molecules. On the other hand, using ultraviolet irradiation instead of thermal initiation could avoid the adverse effects of using thermal irradiation in the imprinting process.
Although the coupling reaction can proceed to completion, the reaction conversion might be influenced by the reaction time. The reaction time was considered in order to obtain a higher iniferter density for better control of the surface layer. Qin et al.56 found that the atomic composition of N for MCP beads@DDTC increased slowly when the reaction time exceeded 24 h, that is to say, the reaction could be complete after 24 h; thus, the reaction time for modification was chosen to be 24 h in this study.
FT-IR measurements were performed to confirm the presence of C–Cl bonds and C–S bonds in the steps of synthesizing P(EGDMA-CMS) microspheres and coupling DDTC to the surface of microspheres, respectively. FT-IR spectra of all the samples in the region of 4000–400 cm−1 were obtained by the KBr pellet method with a Tensor 27 FTIR spectrometer (Bruker). The FT-IR spectra of P(EGDMA-CMS) microspheres and iniferter-modified microspheres are shown in Fig. 4a and b, respectively. For all the samples, a characteristic peak at 1727 cm−1 (CO stretching vibrations of carboxylic acid) and a peak at 1141 cm−1 (C–O stretching vibrations of the ester) were observed.57 Peaks at 2984 cm−1 (–CH3 stretching vibrations) and 2947 cm−1 (–CH2– stretching vibrations) were also observed. For the P(EGDMA-CMS) microspheres, the absorption at 676 cm−1 displayed the intensity of a characteristic C–Cl peak,58 which was initially present owing to vinylbenzyl chloride. For the sample of P(EGDMA-CMS)@DDTC, the disappearance of the C–Cl peak, as well as the appearance of peaks for C
S bonds at 1210 cm−1 and C–S bonds at 712 cm−1, confirmed the successful immobilization of DDTC on the microspheres.59
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Fig. 4 FT-IR spectra of P(EGDMA-CMS) microspheres (a), DDTC-modified microspheres (b), SMIMs (c) and NIMs (d). |
XPS was used here to confirm the chemical composition of the surfaces at every step. For the sample of P(EGDMA-CMS), characteristic signals of O 1s (531.7 eV), C 1s (284.3 eV) and Cl 2p (199.8 eV) can be observed in the wide-scan spectrum, as shown in Fig. 5a. In the survey scan XPS spectrum of DDTC-modified P(EGDMA-CMS) microspheres (Fig. 5a), the Cl 2p peak at 199.7 eV disappeared and a S 2p peak at about 163 eV appeared in comparison to the spectrum of the sample of P(EGDMA-CMS) microspheres (Fig. 5a), which confirmed the successful coupling reaction between DDTC and P(EGDMA-CMS) microspheres. For the sample of P(EGDMA-CMS)@DDTC, the appearance of a N 1s peak (C–N–CH2CH3) at 399.7 eV also provided strong evidence for the success of the coupling reaction. The detailed S 2p spectrum was fitted to two doublets, which further confirmed the presence of N,N-diethyldithiocarbamyl groups. These two S 2p doublets may be readily explained. Typically, S 2p was fitted with a fixed branching ratio of the doublets of 2:
1. The detailed S 2p doublets were recorded at 163.0 eV and 164.4 eV, which were attributed to S 2p3/2 (C–S single bonds) and S 2p1/2 (C
S double bonds), respectively. However, the area ratio of 1
:
2 and the difference in binding energy of ∼1.2 eV between the S 2p3/2 and S 2p1/2 components of the S 2p line confirmed the presence of N,N-diethyldithiocarbamyl groups.60 Moreover, the presence of a S 2s peak at 225.0 eV was accompanied by the occurrence of a S 2p peak at 164.0 eV. As shown in Fig. 6d, the C 1s high-resolution scan of the sample of DDTC-modified microspheres could be fitted to six peaks with binding energies of 284.6, 285.2, 285.7, 286.1, 287.2 and 288.7 eV, which were attributed to aliphatic carbon (C–H/C–C), C–S, C–N, ether (C–O), C
S and ester carbon (O–C
O), respectively. Moreover, the O 1s high-resolution scan could be fitted to two peaks with binding energies of 531.9 and 533.3 eV, which were attributed to ether oxygen (C–O) and ester oxygen (O–C
O), respectively. These results are fully consistent with those of the FT-IR analysis.
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Fig. 5 (a) XPS wide-scan survey spectra of P(EGDMA-CMS), P(EGDMA-CMS)@DDTC, SMIMs, and NIMs; (b) high-resolution spectrum of N 1s; (c) high-resolution spectrum of S 2p. |
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Fig. 6 Curve fitting of high-resolution spectra for C 1s (a), O 1s (b), and Cl 2p (c) for P(EGDMA-CMS) microspheres and C 1s (d), N 1s (e) and S 2p (f) for DDTC-modified microspheres. |
EA is used as an auxiliary method for the identification of a successful reaction or modification process. For the sample of P(EGDMA-CMS), three elements were present, namely, C, O and Cl and their concentrations by mass were 76.05%, 19.34% and 4.61%, respectively. After modification by DDTC, the obvious changes were the disappearance of Cl and the appearance of N (1.02%) and S (5.59%). Moreover, the EA results showed that the elemental concentration by mass of O underwent a decrease of ∼2%. This may be due to the fact that the introduction of the iniferter group decreased the relative concentration of oxygen. In addition, oxygen atoms were sheltered from other atoms so that X-rays could not strike them and excite photoelectrons. As a result, the signal of oxygen could not be detected and the concentration by mass of O that was recorded decreased.
On the basis of the above-mentioned discussions, the successful synthesis of P(EGDMA-CMS)@DDTC by a coupling reaction under dark conditions could be confirmed by full characterization by XPS, FT-IR and EA. Then, the grafting process under ultraviolet irradiation could be carried out based on the DDTC-modified microspheres.
XPS, FT-IR and EA were employed to fully characterize the core–shell SMIMs. The successful synthesis of the surface imprinting layer was confirmed by XPS. For both SMIMs and NIMs, characteristic signals of O 1s (530.1 eV), C 1s (284.3 eV), N 1s (397.0 eV) and S 2p (164.0 eV) can be observed in the XPS wide-scan spectrum. Notable changes in the N 1s peak in comparison with that due to the iniferter immobilization process were observed, which included changes in the shape and intensity of the peak owing to new types of nitrogen atoms introduced by [VACMIM]Cl and MBA. The changes indicated that the surface imprinting layer was successfully synthesized and core–shell structure polymers were obtained by iniferter-induced radical polymerization. With the aim of investigating the polymerization reaction between [VACMIM]Cl and MBA, high-resolution XPS spectra were recorded and curve fitting of the N 1s peak was performed for both SMIMs and NIMs. As shown in Fig. 7, the N 1s high-resolution XPS scan could be fitted to three peaks with binding energies of 399.5, 400.3 and 399.9 eV for the sample of SMIMs, which were attributed to CN, C–N (imidazole ring) and –NH2 (amino)/C–N–Et2/(C–O)–(N–H), respectively. For the sample of P(EGDMA-CMS)@DDTC, the N 1s peak at 399.7 eV was attributed to C–N–Et2. After grafting, there should be five types of nitrogen atom in total, namely, C–N–Et2, –(C–O)–(N–H), –NH2 and two types of nitrogen atom in the imidazole ring, respectively. There is evidence that the binding energies (BE) of –(C–O)–(N–H) and –NH2 have the same value of 399.9 eV.61 In addition, the value of the BE of C–N–Et2 was so close to that of –NH2 (399.9 eV) that the signals could not be distinguished when curve fitting was performed. As a result, three types of N 1s signal overlapped at the same position and formed a single signal at 399.9 eV. The curve fitting for SMIMs was reasonable from the aforementioned analysis. Some characteristic peaks of SMIMs and NIMs at 1503, 1420, 680, and 1650 cm−1 were observed in the FT-IR spectra, which indicated that VI and amino groups of the ionic liquid [VACMIM]Cl were attached to the structure of the microspheres. In addition, the peaks at 1210 cm−1 (C
S double bonds), 712 cm−1 (C–S single bonds) and 1728 cm−1 (C
O stretching vibrations of carboxylic acid) are absorption signals of some characteristic functional groups that exist in the structure of polymers. As shown in Table 1, EA analysis of SMIMs showed that the atomic concentration of N underwent a notable change of 1.01% in comparison with that in DDTC-modified microspheres, which suggested that [VACMIM]Cl and MBA were introduced and the surface imprinting layer was formed. In addition, the atomic concentration of S underwent an obvious decline after the surface layer grafting process, which indicated that some sulfur atoms were embedded after the grafting process. The results of the FT-IR analysis and EA analysis were in good agreement with those of the XPS analysis shown above.
SEM was employed to investigate the sizes and morphologies of the P(EGDMA-CMS) microspheres, SMIMs and NIMs. As shown in Fig. 8a and b, the P(EGDMA-CMS) microspheres exhibited a uniform spherical shape with a diameter of 554 ± 21 nm. The uniform size of the microspheres favored a reduction in interference when the adsorption properties were investigated and gave rise to a uniform grafting layer as well. Moreover, TEM was employed to observe the core–shell structure and confirm the successful preparation of the surface imprinting layer. TEM images of P(EGDMA-CMS) and SMIMs are shown in Fig. 8c and d, respectively. It was found that the SMIMs that were obtained exhibited an obvious core–shell structure after the surface grafting process, which indicated that a shell layer with a thickness of ∼35 nm was coated on the surface of P(EGDMA-CMS)@DDTC. The results suggested that the shell layer would be thin, which could be beneficial for mass transport between the surface of SMIMs and the buffer solution.
![]() | ||
Fig. 8 SEM images of P(EGDMA-CMS) microspheres (a, b) and TEM images of P(EGDMA-CMS) microspheres (c) and SMIMs (d). |
In order to investigate the thickness of the imprinting layer prepared via iniferter-induced radical polymerization, statistical data for the thickness of the imprinting layer were gathered from TEM micrographs of surface imprinting microspheres. Thirty sample thicknesses were selected randomly and the average thickness was 35.3 nm with a standard deviation (SD) of 3.5 nm. The statistical results showed that 70% of the thickness values were in the range from 30 nm to 37 nm. The results indicated that the imprinting layer was well controlled via CRP, which suggested that a relatively uniform shell layer was formed and reflected the controllability of the iniferter.
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Fig. 9 (a) Adsorption isotherms of SMIMs and NIMs in the concentration range from 0.05 to 0.50 mg mL−1 at 25 °C. (b) Scatchard plot of SMIMs for TP5 as the template: Ce/Qe versus Ce. |
A maximum adsorption capacity (27.6 mg g−1) and imprinting factor (IF = 2.33) were observed when the concentration of TP5 was 0.3 mg mL−1. In comparison with a previous work by our research group,8 in which MAA was selected as the functional monomer by employing fragment imprinting, the adsorption capacity underwent an obvious improvement at a similar level of the IF (IF = 2.06). This may be because the single interaction that took place between SMIMs and the template could not ensure adsorption and selectivity at the same time. In addition, fragment imprinting did not imprint the precise structure of the template molecules, so that unsatisfactory adsorption properties were inevitable. Furthermore, the idea that the multiple interactions provided by the ionic liquid could enhance the adsorption properties of SMIMs was confirmed in some respects. The conclusions were in good agreement with research by Du et al.52
The Langmuir isotherm model was used here to analyze the adsorption isotherm data and can be expressed as eqn (4):
![]() | (4) |
As shown in Fig. 9b, the Langmuir linear regression equation of SMIMs is Ce/Qe = 0.01691Ce + 0.00581 (R2 = 0.9943). According to the correlation coefficient R2 = 0.9943, we could draw the conclusion that the Langmuir isotherm model gives a good fit for the set of data in the range of concentrations, which suggests that monolayer adsorption occurred on the surface of SMIMs. The two parameters, namely, KL and Qmax, were calculated from the intercept and slope of the Langmuir linear regression equation and were estimated to be 2.9105 mL mg−1 and 59.1 mg g−1, respectively.
Scatchard analysis was carried out to investigate the binding properties of the SMIMs with TP5. The saturation binding data were plotted according to the Scatchard equation to estimate the binding properties of the SMIMs with TP5. Furthermore, the Scatchard plot could indicate how many types of binding site were present in the SMIMs. In general, if a Scatchard plot can be fitted to only one line, this indicates that there is one type of binding site present in the SMIMs. If they can be fitted to two or more lines, this indicates that there are various types of binding site present.
Scatchard analysis of the SMIMs was performed based on data from adsorption experiments. From the results of the analysis shown in Fig. 9b, we found that the Scatchard plot was one straight line, which indicated that there was one type of binding site and the presence of binding sites in SMIMs was actually confirmed.
Pseudo-first-order and pseudo-second-order kinetic models were employed to fit the kinetics experimental data to further investigate the adsorption kinetics of TP5. The two kinds of model are shown as follows.
The expression for the pseudo-first-order equation is:
ln(Qe − Qt) = ln![]() | (5) |
The expression for the pseudo-second-order equation is:
![]() | (6) |
In general, in the pseudo-first-order model it is considered that the rate of occupation of adsorption sites is proportional to the number of unoccupied sites, whereas in the pseudo-second-order kinetic model it is assumed that the adsorption rate is controlled by chemical adsorption.62 The parameters and a linear regression analysis of the two types of model are given in Table 2 and Fig. 11.
Microsphere | Qe,exp (mg g−1) | Pseudo-first-order | Pseudo-second-order | ||||
---|---|---|---|---|---|---|---|
Qe,cal (mg g−1) | K1 (min−1) | R2 | Qe,cal (mg g−1) | K2 (g mg−1 min−1) | R2 | ||
SMIMs | 27.5 | 32.5 | 0.0277 | 0.9605 | 35.7 | 6.02 × 10−4 | 0.9950 |
NIMs | 12.7 | 15.9 | 0.0339 | 0.9898 | 16.7 | 1.35 × 10−3 | 0.9492 |
![]() | ||
Fig. 11 Pseudo-first-order kinetics (a) and pseudo-second-order kinetics (b) models of SMIMs and NIMs at 25 °C. |
The principles of selecting a best-fit model are based on the linear regression correlation coefficient (R2) and the theoretical equilibrium adsorption capacity (Qe(cal)). The pseudo-second-order rate equation for the adsorption of TP5 agreed well with the data with a high correlation coefficient (R2 = 0.9950). In addition, the theoretical value (Qe(cal)) was close to the experimental value (Qe(exp)) to a certain extent. As a result, we could conclude that the pseudo-second-order kinetic model provided a good correlation for the SMIMs instead of the pseudo-first-order kinetic model for the adsorption of TP5 in this study and the adsorption process was chemical in nature, which suggested that binding sites were actually formed and chemical adsorption played the predominant role in the adsorption process.
In the adsorption buffer solution (pH = 9.0), positively charged imidazole rings at the binding sites of SMIMs attracted negatively charged carboxyl groups in TP5. The non-directional electrostatic interaction that occurred between SMIMs and TP5 and the thin shell layer are the reasons why the SMIMs displayed a high adsorption capacity.52,63 Furthermore, hydrogen bonds formed between the terminal amino groups of [VACMIM]Cl, terminal carboxyl groups that were not ionized and amino groups, which were directional and helped improve the selectivity of adsorption. A synergistic effect was fully exhibited in the adsorption process, which was why SMIMs exhibited good adsorption capacity and high selectivity at the same time. The binding energies and directionality of non-covalent interactions are shown in Table 3. Among these interactions, electrostatic interactions have high binding energies but are non-directional interactions, which caused the SMIMs to exhibit high adsorption capacity but led to little improvement in selectivity, whereas hydrogen bonding is relatively weak but is a directional interaction, which caused hydrogen bonding to play a predominant role in the improvement in selectivity. In addition, there might be some weak interactions such as π−π stacking and hydrophobic interactions. These interactions could not be ignored because they might play important roles in the adsorption process.57 In the adsorption process, binding sites in SMIMs were occupied by TP5 gradually as time passed, which caused a decrease in the concentration of TP5 in the buffer solution. Specific adsorption might have occurred at the surface of SMIMs, although it played a minor role in the adsorption of TP5. Specific adsorption caused by binding sites was the predominant form for SMIMs and their adsorption capacity could be high, whereas for NIMs TP5 molecules were mainly adsorbed on the surface, which suggested that non-specific adsorption played the predominant role in the adsorption process. This was because there were no or fewer binding sites formed in the imprinting process because no template molecules were added for guidance. Even if there were binding sites in NIMs, [VACMIM]Cl had a random arrangement and effective binding sites could not be formed. As a result, NIMs displayed low adsorption capacity and reached a rapid equilibrium.
Type of binding interaction | Binding energy (kcal mol−1) | Directionality | |
---|---|---|---|
Ion–dipole | Ion–ion | 20–80 | Non-directional |
Ion–dipole | 12–50 | ||
Dipole–dipole | 1–10 | ||
Coordinate bonding | 20–50 | Directional | |
Hydrogen bonding | 1–30 | Directional | |
π–π stacking | 0–12 | — | |
van der Waals interactions | 0–1.5 | Non-directional |
Peptide | QSMIMs (mg g−1) | QNIMs (mg g−1) | IF | SC |
---|---|---|---|---|
a In this experiment, 30 mg SMIMs or NIMs was incubated in a mixture of TP5 and IPH at a total concentration of 0.30 mg mL−1 for 180 min. | ||||
TP5 | 12.9 | 5.2 | 2.48 | — |
IPH | 4.8 | 4.2 | 1.14 | 2.18 |
Initial TP5 concentration | Adsorption capacity (mg g−1) | ||
---|---|---|---|
1st | 2nd | 3rd | |
0.05 mg mL−1 | 7.9 ± 1.2 | 7.5 ± 1.0 | 7.3 ± 0.6 |
0.30 mg mL−1 | 26.3 ± 1.8 | 25.1 ± 1.6 | 23.3 ± 3.0 |
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