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Article

A Molecularly Imprinted Polymer for Selective Extraction of Phenolic Acids from Human Urine

by
Marco Mora-Granados
1,
David González-Gómez
2,
Jin Su Jeong
2,* and
Alejandrina Gallego-Picó
1
1
Department of Analytical Sciences, Faculty of Sciences, National University of Distance Education (UNED), 28040 Madrid, Spain
2
Department of Didactic of Experimental Sciences and Mathematics Education, University of Extremadura (UNEX), 10071 Cáceres, Spain
*
Author to whom correspondence should be addressed.
Appl. Sci. 2021, 11(4), 1577; https://doi.org/10.3390/app11041577
Submission received: 11 January 2021 / Revised: 1 February 2021 / Accepted: 5 February 2021 / Published: 9 February 2021
(This article belongs to the Section Chemical and Molecular Sciences)

Abstract

:

Featured Application

In this research, a procedure to prepare a molecular imprinted polymer is presented for the selective extraction of phenolic acids from human urine samples.

Abstract

Studies for monitoring the bioavailability of dietary flavonoid compounds generate great interest. Among them, low-molecular-weight phenolic acids, secondary metabolites present in colonic catabolism and urinary excretion, have been proposed as biomarkers of polyphenol intake. Using 4-hydroxyphenylacetic acid as a template, a molecularly imprinted polymer (MIP) was synthesized for selective extraction of these hydroxylated metabolites from human urine samples and posterior analysis in an HPLC-DAD-MS system. Polymers were characterized by Scanning electron microscopy (SEM), Attenuated total reflection-Fourier transform infrared spectroscopy (ATR-FTIR), Brunauer-Emmett-Teller (BET) method, and binding experiments. MIP presents specific recognition ability for template and analogues molecules. This capacity of recognition and the pH dependence of the binding strength was also studied. The method was validated over a concentration range of 0.25–40 mg/L, r2 > 0.995. In the optimized conditions, the recovery value was 94% with RSD 1.2%. The Limit of Detection (LOD) and Limit of Quantification (LOQ) were 1.22 and 3.69 mg/L, respectively. In our knowledge, it is the first time that this methodology is applied to analyze urinary catabolites of the polyphenol compound and to provide a specific method and simple analysis alternative. The selective extraction of these metabolites improves the application and results obtained by other less sensitive analysis methods than the validation method. It also facilitates the development of new screening methods.

1. Introduction

Diets rich in fruits and vegetables are related to positive effects on health and a lower risk of diseases (cardiovascular disorders, cancer, or neurodegeneration) [1]. Flavan-3-ols are the most common group of flavonoids in the human diet and the analysis and quantification of these metabolites could report valuable information to assess their absorption mechanisms and bioavailability. Flavan-3-ols can be found in fruit, vegetables, legumes, beverages (cider, coffee, beer, tea, and wine), or chocolate, and also are added as functional ingredients in processed foods or dietary supplements. In the colon, dietary phenolic compounds can be converted into smaller phenolic acid by microorganisms and may contribute to health benefits. These benefit effects, previously related to the simple direct antioxidant hypothesis of an understanding of the complex effects on molecular targets and enzymes in specific cell types, now have undergone and the importance of the microbiome is inherently integrated with flavonoid metabolism and bioactivity [1]. In the literature, several metabolites are proposed as biomarkers for monitoring the bioavailability and human dietary intake of polyphenol compounds after consumption, and low-molecular-weight phenolic acids, secondary metabolites present in colonic catabolism and urinary excretion, have been mostly suggested for this purpose in urine and feces [2,3,4,5]. Consequently, the grand interest in knowing the bioavailability of dietary flavonoids and phenolic compounds has stimulated analytical methods development. In the last years, many methods have been published for determination of polyphenol and its hydroxylated metabolites in plants, animal, and human samples [6], but currently chromatographic techniques coupled to mass spectrometry are being widely used [2,7]. Furthermore, other new strategies based on chemometric tools have been developed [8]. Nevertheless, the most important challenge in the analysis of polyphenols and its metabolites is the extraction and isolation of compounds from the complex matrices. Recent trends in sample preparation and purification include the development of advanced adsorbent materials and accordingly, several analytical methodologies have been proposed to improve the sensitivity and specificity in the polyphenol compound determination [9,10,11,12,13]. Molecular imprinted polymers (MIP) have attracted wide attention and attained significant applications in selective extraction of polyphenols compounds and hydroxylated metabolites in plants, natural products, foodstuffs, or biological and environmental samples. However, MIP applications in the analytical determination of polyphenols metabolites have been limited and few of us used phenolic acid as a template [10,13,14,15,16,17,18,19,20]. PCA has been used as template for the synthesis of an MIP for the extraction analogues compounds from plant in an Molecularly Imprinted Solid Phase Extraction (MISPE) procedure [13,14] or used as High-Performance Liquid Chromatography (HPLC)stationary phase to analyze synthetic samples of red wine [15,16]. 4-HBA-MIP has also been used in the stationary phase [16,19] and imprinting studies were carried out [17]. The 4-HBA MISPE procedure has also been proposed for the selective extraction of polyphenols from olive mill waste waters [18]. In our knowledge, only one work has reported a MIP synthesis using 4-HPA as a template and HPLC columns application and mechanism of recognition was discussed theoretically [19,21]. On the other hand, only one study has applied MIP for the analysis in urine. 4-methylhippuric acid has been used as a template for the synthesis of an MIP for the extraction of hippuric and 4-methylhippuric acids for the assessment exposure of toluene and xylenes [22]. Main functional monomers used in these molecular imprinting procedures were 4-Vpy, acrylamide, and methacrylic acid [10,13,14,15,16,17,18,19,20,21,22]. To our knowledge, only one work reported the application of MIP for the phenolic acid analysis in urine, but with a different purpose, the assessment exposure of toluene and xylenes [22]. In our study, 4-hydroxyphelnylacetic acid (4-HPA), excreted catabolite of polyphenols compounds, was chosen as a template of molecularly imprinted polymers. Synthesized MIP was used as sorbent in a SPE procedure (MISPE) for extraction and isolation of 4-HPA and analogues. Once the MISPE parameters were optimized, the procedure was validated using spiked human urine samples.

2. Materials and Methods

2.1. Chemicals and Solutions

Standards of phenolic acid, 3-hydroxyphenylacetic acid (3-HPA), 4-hydroxyphenylacetic acid (4-HPA), protocatechuic acid (PCA), 4-hydroxybenzoic acid (4-HBA), syringic acid (SyA), and hippuric acid (HA) were purchased from Sigma-Aldrich (Madrid, Spain), Acros Organics (Geel, Belgium), and HWI Analytik (Rülzheim, Germany). Other reagents used for polymerization as ethylene glycol dimethacrylate (EGDMA), 2,2′-azobis(2-methyl-propionitrile) (AIBN) were obtained from Sigma-Aldrich (Madrid, Spain) and 4-vinylpyridin (4-Vpy) were purchased from Merck-Schuchardt (Hohenbrunn, Germany). HPLC-grade solvents used were acetonitrile (ACN) and methanol (MeOH), they were purchased from Scharlau (Barcelona, Spain). Ultrapure water (18.2 MΩ/cm quality) was obtained using a Milli-Q water system (Millipore Ibérica, Spain) and used for all dilutions. All other reagents used were of analytical grade or better.
Stock solution of 6 metabolites (1000 mg/L) was prepared in water and stored at 4 °C till their usage. Ultrasonic bath was used in preparation solutions to aid analyte dissolution. All working solutions of analytes were daily prepared by dilution in water of stock solutions. All solutions were stored in amber-colored flasks to prevent photodegradation.

2.2. Samples

Phenolic free urine samples were collected from healthy breastfed newborns. After centrifugation and filtration using Whatman PPW/GMF polypropylene filters (0.45 μm), the samples were stored without preservatives at −20 °C until use. Before processing, samples were allowed to thaw at room temperature and then homogenized by gently shaking. For the analysis, urine was appropriated spiked with the working solutions to cover the calibration range: 0.25 to 40 mg/L. Spiked urine samples were stored for 30 min to foster analyte–urine interaction. In these conditions, pH of samples was around 6.8. Previous pH studies were carried out for each analyte, demonstrating that the MISPE procedure improved when the pH of samples was 3, and in addition, good recovery was obtained. More acidic or basic media produced a reduction of the recovery and consequently, the pH of the urine was adjusted to 3, using hydrochloric acid.

2.3. Chromatographic Conditions

Chromatographic analysis was performed on an Agilent LC 1200 series equipped with a thermostatted column compartment and a standard autosampler coupled to a diode array detector on-line with a mass detector (Agilent 6100 series). UV spectra were used to confirm the identity of phenolic acid.
Separation was achieved on a Zorbax Eclipse XDB-C18 (150 × 4.6 mm, 5 μm) linked to a security guard cartridge Zorbax Eclipse XDB-C18 (12.5 × 4.6 mm, 5 μm) from Agilent Technologies (Spain). The chromatographic separation was carried out at constant temperature (25 °C). Mobile phase was constituted with acetonitrile and water acidified with 0.1% formic acid (10:90) in isocratic mode. The flow rate was 0.4 mL/min and the injection volume, 20 μL. MS analyses were performed in the negative mode and the ESI parameters were as follows: capillary voltage, −3 kV; nitrogen nebulizer (35 psi) and drying gas flow (12.0 L/min) at 350 °C. First, a solution with all of standards was infused in scan mode, so the deprotonated molecule and the most intense product ion of each compound were recorded and selected for optimization and quantitative analysis of samples (SIM mode). The optimized cone voltage for all analytes was 40 V. The chromatographic procedure was optimized to analyze the six analytes. The DAD was operated in 280 nm wavelength. Mass spectrometric data were collected between 10 and 28 min. Chromatographic data were recorded and integrated using Chemstation (rev. B.04.02) for LC Agilent system.

2.4. Synthesis of Molecularly Imprinted Polymers

MIP was synthesized using 152 mg 4-HPA as template, 4-Vpy (431 μL) as functional monomer, EGDMA (3.77 mL) as crosslinker, AIBN (50 mg) as polymerization reaction initiator, and ACN (10 mL) as porogen. Porogen volume influences polymer morpholgy, and according to some authors, dilution conditions lead the size of the gel particles in a crosslinking copolymerization [23]. The porogen volume has been determined by preliminary study (70.4 vol % relative to the total volume). The polymerization was carried out in a 20 mL glass vial, and a molar ratio of 1:4:20 (template/4-Vpy/EGDMA) was maintained in excess of AIBN. The pre-polymerization mixture was purged with nitrogen during 15 min and then was sonicated during 15 min in an ultrasonic bath (Selecta Ultrasons, Barcelona, Spain). The solution was cooled on an ice bath and purged with nitrogen for 15 min, in order to remove oxygen and establish an inert atmosphere. Afterwards, the glass vial was sealed and placed in a thermostatted bath. The polymerization process was thermally initiated and maintained at 60 °C for a period of 24 h. The monolithic polymer obtained was crushed and sieved to give particles of size between 100 and 50 μm, suitable for SPE applications. An ETHOS SEL microwave oven (Milestone, Sorisole, Italy) was used to remove the template from the imprinted polymer. Standard microwave-assisted extraction (MAE) conditions were as follows: MIP and 30 mL of washing solution (methanol containing 10% v/v acetic acid) were placed in the extraction vessels and exposed to MAE over a 5 min heating ramp period up to 100 °C. This temperature was then maintained for 20 min. After extraction, the vessel content was transferred to a vacuum filtration system for removal of the solvent. This process was performed three times in order to ensure the total extraction of the template and washing solutions were kept for posterior extraction efficiency studies. Finally, the polymer particles were dried at 60 °C in a hot air oven and stored at room temperature prior to use. Non-imprinted polymers (NIP) were prepared in the same manner as the MIP polymer but in the absence of template (4-HPA).

2.5. MIP and NIP Characterizations

In this work, the morphology of polymers was examined. Porosity measurements surface areas of MIP and NIP were measured by nitrogen sorption porosimetry using Micrometrics ASAP 2020 equipment (Micrometrics Instruments, Norcross, GA, USA). The specific surface areas were calculated using the Brunauer–Emmett–Teller (BET) method, and pore volume data were calculated according to the Barret–Joyner–Halenda (BJH) method. Before the BET measurement, the particles were heated at 120 °C for 2 h in vacuum for remove gases and vapors that may have become physically adsorbed onto the particle surface. Surface characterization of polymer particles is of high importance to investigate the surface area and the size/volume characteristics of the pores since these parameters affect the binding of analytes. Scanning electron microscopy (SEM) is performed for MIP and NIP particles visualization (SEM, S-3000N, Hitachi, Japan). All samples were sputter-coated with Au/Pd before SEM analysis (Polaron Range SC7620). Chemical structure of polymers was characterized by Fourier transform infrared spectroscopy (FTIR) from 7000 to 400 cm−1, operating in the ATR mode, with 64 scans resolution at 4 cm−1, using an FT/IR-4100A spectrophotometer with the accessory ATR PRO ONE (JASCO, Spain). The sample was directly added on the device without any treatments.

2.6. Batch Mode Binding Experiments

An adsorption experiment was carried out to study binding properties of MIP and NIP. In this batch experiment, 20 mg of MIP or NIP were added to 2.5 mL of standard solution of 4-HPA and analogues with various concentrations ranging from 0.5 to 1000 mg/L. All solutions of analytes were prepared by dilution in water of stock solutions. The mixture was incubated for 24 h at room temperature stirring at 450 rpm. The supernatants and polymer were isolated by centrifugation and filtration (0.45 µm). The concentration of unbound analytes in the supernatant was analyzed by HPLC-DAD-MS. All the model parameters were evaluated by both non-linear regression and linear least-squares method using OriginPro v. 8.0 software of OiginLab Corp. (Northampton, UK).

2.7. MISPE Cartridge Preparation and Extraction Conditions

MISPE cartridge was prepared packing the resulting microparticles polymer (100 mg) into an empty SPE polypropylene cartridge of 3 mL between two frits with 20 μm pore size (Agilent Technologies). A similar procedure was used to prepare the NIP-SPE cartridge. Before conditioning, cartridges were washed and dried. A vacuum SPE manifold system (Varian Technologies, Palo Alto USA) with vacuum control press-pump (Selecta, Spain) was used in the SPE procedure.
For optimum conditions, the MISPE cartridge was conditioning with 2.0 mL of water and then 2.0 mL of acetronitrile and loading with 0.5 mL of a 4-HPA standard solution (4 mg/L) in water. The washing step was carried out using 1.0 mL of water. The analyte retained in the cartridge was eluted using 1.5 mL of acetonitrile with 1% formic acid. Solutions were added to the cartridge and then allowed to pass through the column under vacuum conditions. Both the washing and elution fractions were collected and dried under a gentle nitrogen stream at room temperature. The residues were reconstituted with the adequate volume of mobile phase previous HPLC-DAD-MS analysis.

2.8. Analytical Figure of Merit

The MISPE-LC-DAD-MS method developed was validated in terms of linearity, reproducibility, and detection and quantification limits (LOD and LQO). Linearity was expressed by means of the coefficient of determination (r2). The LOD and LOQ values were calculated at signal-to-noise ratios of 3 and 10 respectively, following International Union of Pure and Applied Chemistry (IUPAC) recommendations. Finally, the reproducibility of the method was evaluated with the relative standard deviation parameter RSD in term of reproducibility (inter-day precision and intra-day precision) at three levels of fortification: 2, 20, and 40 mg/L.

3. Results and Discussion

3.1. MIP Design, Template, and Analogues Selection

MIPs are highly reticulated network polymers consisting of a common matrix structure and binding sites formed by a template present during polymer synthesis and monomers are chosen in order to complement functional groups of a template molecule. After remove of the template, binding sites remain that are capable of rebinding the template with high affinity and selectivity. These sites can interact with the template molecules in a non-covalent way, such as via coulombic interactions, hydrogen bonding, ion coordinating, π-π stacking, hydrophobic and van der Waals forces, or by reversible formation of covalent bonds [24]. Non-covalent imprinting is efficient for low-molecular-weight compounds and templates containing acids are often well targeted using basic functional monomers such as vinylpyridine (4-Vpy), or amide monomers such as acrylamide (MA) [18,24]. Some authors suggested that the best recognition ability depended on the pKa relationship between monomer and template. The basic character of 4-Vpy (pKa = 5.4) makes it a good candidate for phenolic acid templates [10,18,22]. Sun et al. also related the rigid structure of templates to the recognition ability of synthesized MIP [19]. Templates with high molecular rigidity (e.g., 4-HBA or 4-HPA) showed a much stronger imprinting effects. Therefore, MIP was synthesized using 4-HPA as a template, 4-Vpy as a functional monomer, ethylene glicol dimethacrylate (EGDMA) as a crosslinker, 2,2′-azobis(2-methyl-propionitrile (AIBN) as polymerization reaction initiator. The polymerization was carried out in a molar ratio of 1:4:20 (template/4-Vpy/EGDMA). Porogen plays an important role in the polymer morphology and also affects the ionic interactions and hydrogen bonds between target and the functional monomer [23]. An aprotic and polar solvent such as ACN was chosen as porogen. The optimized volume of porogen was 10 mL.
Recently, a large number of phenolic acids and other catabolites have been detected in urine after flavonoid intake [2,5,25,26,27]. Maximum concentration of phenolic metabolites depends of the parent flavonoid and the excretion time [25]. We chose 4-HPA as the target and template analyte because it is determined in higher concentration in urine and presents more flexibility that other phenolic acid molecules. Additionally, maximum peak excretions by 4-HPA were observed between 4–5 h post-consumption [25]. On the other hand, the sorption properties of molecularly imprinted polymers with imprints of phenolic acids and their derivatives were found to depend on the number and location of hydroxyl and carboxyl groups [17]. In order to assess the MIP, we chose other well-known metabolites as analogues present in urine (Figure 1). We chose an isomer of a template, 3-hydroxyphelacetic acid (3-HPA). Furthermore, we chose three compound with structural similarity: 4-hydroxybenzoic acid (4-HBA), 3,4-dihydroxybenzoic acid (protocatechuic acid, PCA), and 4-hydroxy-3,5-dimethoxybenzoic acid (syringic acid, SyA). Further, 4-HBA also has structural similarity with gallic acid, caffeic acid, and vanillic acid, which are well-known metabolites. The last, hippuric acid (HA), proposed as a biomarker for dietary flavonoid intake [3], was included.

3.2. Polymer Characterizations

Polymer structures (MIP and NIP) were studied by BET and SEM. In the BET procedure, nitrogen adsorption isotherm determination is used to obtain information about the total pore volume and the surface area [26]. BJH desorption pore volumes obtained were 4.80 cm3/g for MIP and 0.75 cm3/g for NIP. The specific surface determined by BET relates to the reactive area (total surface area) as all porous structures adsorb the small gas molecules. BET surface areas were found to be 274.8 and 230.7 m2/g for MIP and NIP, respectively. MIP and NIP showed a similar physisorption isotherms and similar surface areas, which could indicate that MIP had a similar structure to NIP. However, when considering the pore volume, the MIP exhibited 6 time more pore volume than the corresponding NIP. Figure 2 shows BET data of surface areas and the linear plot obtained for MIP and NIP for N2 at 77 K.
MIP and NIP particles morphology were explored by SEM. SEM is especially useful for convenient inspections of grain structures. Figure 3 presents the SEM microscopic images of the MIP particles by crushed polymer monolith obtained by bulk polymerization, displaying a non-spherical shape (Figure 3A). The textural surface of polymers revealed a typical pattern on the imprinted (Figure 3B) and non-imprinted surfaces (Figure 3C). A different roughness and smoother surface of the NIP was observed [16,28].
Figure 4 presents ATR-FTIR spectra of the MIP, NIP, and the template (4-HPA). ATR-FTIR analysis provides information about the state of the polymerization [15,16]. The non-existence of bands in the region 1680–1640 cm−1 indicates the absence of vinyl group in the polymers, and confirms their total polymerization. 4-HPA presents characteristic bands at 3200 and 1690 cm−1 associated with the O–H and C=O stretching of carboxylic acid; 1400 cm−1 is assigned to vibrations of the benzene ring, and 1270 cm−1 corresponds to O–H stretching of phenols. The absence of characteristic bands for template also indicates a successful extraction process [15,16]. Some authors are associated other characteristic MIP and NIP bands to crosslinker or the existence of poly(EGDMA) [14,22]. MIP and NIP present similar spectra, except for the intensity of the C=O stretching vibration band (1724 cm−1). In NIP, this band is lower than that of MIP [14,22].

3.3. Binding Properties and Adsorption Isotherms

For evaluation of the imprinting ability of phenolic acids, its imprinting factors (IF) were evaluated. IF compares the adsorption ability of MIP to NIP and was obtained from the ratio of the adsorption capacity of MIP (QMIP) to NIP (QNIP). Results indicate that the template presents higher adsorption capacity and stronger interaction than its structural analogues because the MIP specific sites are complementary in shape, size, and spatial distribution to template. Consequently, the highest IF is presented by 4-HPA (the template), followed by its isomer (3-HPA), IF values were 3.5 and 3.2. Other analogues show intermediate IF values. SyA IF value was 2.9, PCA and 4-HBA IF values were 2.6 and 2.4, respectively. On the other hand, the lowest IF is presented by HA, IF was 2.2. It can also be seen that IF values are more than 1.0, and MIPs exhibit an imprinting effect for studied compounds with chemical structures similar to that of the 4-HPA imprinting template [17]. In MIP, adsorption capacities were influenced by the presence, number, and position of hydroxyl and carboxyl groups in the aromatic ring [17,29]. On the other hand, the position of the hydroxyl group in relation to the carboxyl group also influences selectivity of MIP [16].
Modeling the adsorption isotherm data is an essential way for predicting and comparing the adsorption performance. In this work, Langmuir and Freundlinch isotherm models were used to analyze the adsorption data of MIP [30]. Table 1 resume Langmuir and Freundlich isotherm parameters for MIP and the different phenolic acids. Standard deviation (SD) and the correlation coefficient (R) were used to determine the best-fitting isotherm to the experimental data. Results suggest that Langmuir model was more applicable to estimate the affinity distributions than the Freundlich model according to the correlation coefficients (R). These clearly show that the MIP values of Qmax, obtained in the Langmuir model, were higher for 4-HPA and 3-HPA.

3.4. Optimization of MISPE Procedure

In this study, volume and concentration of sample, loading, washing, and elution solvents and volumes were optimized. Before the sample loading, the cartridge was conditioning with 2 mL of water and then 2 mL of ACN. The loading solvent is chosen in order to allow rebinding of the analyte to specific sites, whereas the elution solvent has to be optimized according to its ability to disrupt the analyte–polymer interaction. In accordance with the literature, the solvent used as porogen during polymerization was chosen as the loading solvent. Then, different concentrations of 4-HPA (4 to 100 mg/L) in water were prepared to assess loading concentration. In this concentration range, results obtained did not show significant difference in the recovery. Therefore, lower concentration of 4 mg/L was chosen as the working concentration. Loading was carried out maintaining the sample onto the cartridge during 5 min and then it was passed through the column under vacuum conditions. Subsequently, different sample volumes (0.5–2 mL) were tested to evaluate the loading. The retained 4-HPA was evaluated and calculated as the difference between 4-HPA total amounts loaded onto the cartridge initially, and collected 4-HPA in the fractions from the loading and washing steps. In each process, the obtained extracts were injected into the HPLC-DAD-MS system to evaluate the best procedure.
Before the elution, the washing step was carried out in order to remove the interfering compounds non-specifically retained. The presence of non-specific binding sites is attributed to the high amount of monomer used during MIP synthesis by the non-covalent approach, and it was well known that polar and protic solvents weakened the non-covalent specific interactions between template and MIP. In this step, different washing solvents and volumes were investigated in this study: water, acetonitrile, methanol, and mixtures of water:ACN (80:20 and 90:10). The results indicated that best MIP recoveries and purification effect were achieved when water was used as the washing solvent (see Figure 5). Washing volume was also optimized and a volume of 1 mL of water was used as the optimum washing condition. On the other hand, the different recoveries obtained for NIP and MIP indicated that the interactions between the template and MIP were specific. In the wash step, analyte is lost when NIP is used as an adsorbent.
To ensure complete elution of the adsorbed analyte from the MISPE procedure, it is necessary to find out the appropriate solvent. Consequently, the efficacy of various solvents for the elution of 4-HPA was evaluated. The solvents tested were MeOH and ACN, with or without 1% formic, mixtures of both in different proportions (20:80; 50:50; 80:20). MeOH with acetic acid in proportion (8:2) was also tested. The best recovery was obtained using acetonitrile with 1% formic acid. Different volumes of elution have also been tested. These studies revealed that the optimum volume of elution was 1.5 mL. In urine samples, the recovery obtained from 4-HPA under the MISPE optimized conditions were of 94% (RSD 1.2).

3.5. Validation of the MISPE Procedure

The MISPE-LC-DAD-MS method developed was validated in terms of linearity, reproducibility, and detection and quantification limits (LOD and LQO), and average recoveries for 4-HPA under the optimized experimental conditions. Those were determined using spiked blank urine samples, prepared as previously has been described. Calibration curves were obtained using ten different concentrations (range from 0.25–40 mg/L). The reproducibility of method, which was evaluated with the relative standard deviation parameter (RSD) in term of reproducibility (inter-day precision and intra-day precision) at three levels of fortification: 2 mg/L, 20 mg/L, and 40 mg/L. The intra-day precision was demonstrated at these three levels and RSD as well. Results are summarized in Table 2. Finally, the recovery values were more than 94% (RSD 1.2%) over the range of concentrations tested.

3.6. Selectivity of MIP

The complete confirmation of the imprinting performance involves the study of the selectivity of the MIP. This was accomplished by determination of binding capacity of the MIP in presence of other structural analogues of the 4-HPA.
The MISPE procedure was assessed mixing all studies analytes. In the urine sample, the concentration of each phenolic acid was 4 mg/L. Figure 5 shows the comparative recoveries obtained for each. Experiments studying the retention on the NIP in the same conditions than the MIP were done, but the result on NIP were inconsiderable in comparison to MIP.
MIP shows a highly specific molecular recognition for the template (94% of recovery, RSD 1.2%) over similar analogues. Molecular recognition of the compounds was influenced by the presence, number, and position of hydroxyl and carboxyl groups in the aromatic ring [16,17,29,31]. From the compounds tested 3-HPA, isomer of 4-HPA, shows the best structural resemblance, as its only difference is the hydroxyl group position, and recovery value was 88%. All the compounds bear carboxyl and multiple hydroxyl groups being for this reason prone to forming hydrogen bonds with the polymer matrix. Accordingly, strong competition for specific and non-specific binding sites is expected. Moreover, this did not significantly affect the recoveries values of 4-HPA. The retention order of the compounds is associated with their potency to form strong hydrogen bonds and therefore follows the order of the number of hydroxyl and carboxyl groups. Syringic acid (82%) and 4-HBA (80%) are strongly retained, followed by PCA (77%), and HA as the less retained (71%). In addition, the molecular size also conditioned the recoveries values [16,17,29,31].
These results show that 4-HPA-MIP is an effective sorbent and was successfully applied to the extraction of 4-HPA and other phenolic acids. On the other hand, the advantages of MIP as the selective sorbent was demonstrated because it provides greater specificity compared to other sorbents.
The selective extraction of these metabolites helps improve the application and results obtained by other less sensitive analysis methods than the validation method. It also facilitates the development of new screening methods as electrochemical sensors to estimate polyphenol excretion (unpublished authors work).

4. Conclusions

In this study, a molecularly imprinted polymer against 4-HPA was synthesized and applied as the selective sorbent in SPE for the treatment of human urine samples prior analysis. The results indicated that the MISPE proposed method had high recoveries, low detection limit, and good repeatability, providing a specific, reliable, and alternative method to determine phenolic acid, secondary metabolites of dietary flavonoid compounds, in human urine samples. In light of the above, we have developed a rapid and straightforward sample preparation. The proposed MISPE procedure can be seen as a specific and simple tool for the studies of bioavailability of dietary flavonoid compounds. MIP applications in the analytics determination of phenolic acid have been limited. In our knowledge, it is the first time that a MISPE procedure is applied to analyze urinary catabolites of a polyphenol compound.

Author Contributions

Research design, D.G.-G., J.S.J. and A.G.-P.; measurements and experiments, M.M.-G.; development, analysis of data, and presentation for results, M.M.-G. and A.G.-P.; writing—original draft preparation, M.M.-G.; writing—review and editing, D.G.-G., J.S.J. and A.G.-P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are available on request from the corresponding author.

Acknowledgments

Authors thank Ángel Maroto from the Department of Inorganic Chemistry and Technical Chemistry, and Department of Mathematical Physics and Fluids, Faculty of Sciences, National University of Distance Education (UNED), for the SEM and BET studies.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Chemical structures of the template (4-HPA) and its analytes analogues (3-HPA, PCA, 4-HBA, SyA, and HA).
Figure 1. Chemical structures of the template (4-HPA) and its analytes analogues (3-HPA, PCA, 4-HBA, SyA, and HA).
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Figure 2. BET data of surface areas and linear plot obtained for molecularly imprinted polymer (MIP) and nonimprinted polymers (NIP) for N2 at 77 K (Q is quantity adsorbed in cm3/g).
Figure 2. BET data of surface areas and linear plot obtained for molecularly imprinted polymer (MIP) and nonimprinted polymers (NIP) for N2 at 77 K (Q is quantity adsorbed in cm3/g).
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Figure 3. SEM microscopic images of crushed polymers produced by bulk polymerization method. (A) and (B) show MIP particles, magnification ×150 and ×3200, respectively, while (C) shows NIP particles, magnification ×3200.
Figure 3. SEM microscopic images of crushed polymers produced by bulk polymerization method. (A) and (B) show MIP particles, magnification ×150 and ×3200, respectively, while (C) shows NIP particles, magnification ×3200.
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Figure 4. ATR-FTIR spectra for MIP, NIP, and 4-HPA.
Figure 4. ATR-FTIR spectra for MIP, NIP, and 4-HPA.
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Figure 5. Recoveries percentage of the phenolic acid analogues obtained from the MISPE procedure. In the urine sample, the concentration of each phenolic acid was 4 mg/L. Error bars indicate the standard deviation of replicates (n = 3).
Figure 5. Recoveries percentage of the phenolic acid analogues obtained from the MISPE procedure. In the urine sample, the concentration of each phenolic acid was 4 mg/L. Error bars indicate the standard deviation of replicates (n = 3).
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Table 1. Langmuir and Freundlich isotherm parameters obtained by non-linear fitting for the MIP polymer.
Table 1. Langmuir and Freundlich isotherm parameters obtained by non-linear fitting for the MIP polymer.
ModelParameters4-HPA3-HPA4-HBAPCASyAHA
ValueS.D.ValueS.D.ValueS.D.ValueS.D.ValueS.D.ValueS.D.
Langmuir
1 Q = 1 Q max K L × 1 C e + 1 Q max
A = 1/Qmax0.00760.0130.0090.0080.0240.0100.0250.0050.0170.0040.0090.026
B = 1/(KLQmax)10.1730.17911.6440.10112.1860.13610.0250.0689.8100.05317.4920.351
R0.998-0.999-0.999-0.999-0.999-0.997-
Freundlich
logQ = log K F + 1 n logC e
A = log KF−0.8750.094−0.9140.058−0.9080.045−0.8090.065−0.8220.056−1.0960.081
b = 1/n0.8980.0420.8720.0260.8270.0200.81390.0290.8450.0300.8910.038
R0.992-0.993-0.995-0.989-0.991-0.986-
Ce is the concentration of solution at equilibrium (mg/L), Q is the corresponding adsorption capacity (mg/g), Qmax (mg/g) and KL (L/mg) are constants which are related to adsorption capacity and energy or net enthalpy of adsorption, respectively. KF and n are Freundlich constants which correspond to adsorption capacity and adsorption intensity, respectively.
Table 2. Validation parameter of the MISPE procedure.
Table 2. Validation parameter of the MISPE procedure.
Methodr2LOD
mg/L
LOQ
mg/L
Reproducibility (RSD)
Inter-Day PrecisionIntra-Day Precision
2 mg/L20 mg/L40 mg/L2 mg/L20 mg/L40 mg/L
MISPE-LC-DAD-MS0.9901.223.691.6%2.8%2.8%6.7%3.2%3.1%
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Mora-Granados, M.; González-Gómez, D.; Jeong, J.S.; Gallego-Picó, A. A Molecularly Imprinted Polymer for Selective Extraction of Phenolic Acids from Human Urine. Appl. Sci. 2021, 11, 1577. https://doi.org/10.3390/app11041577

AMA Style

Mora-Granados M, González-Gómez D, Jeong JS, Gallego-Picó A. A Molecularly Imprinted Polymer for Selective Extraction of Phenolic Acids from Human Urine. Applied Sciences. 2021; 11(4):1577. https://doi.org/10.3390/app11041577

Chicago/Turabian Style

Mora-Granados, Marco, David González-Gómez, Jin Su Jeong, and Alejandrina Gallego-Picó. 2021. "A Molecularly Imprinted Polymer for Selective Extraction of Phenolic Acids from Human Urine" Applied Sciences 11, no. 4: 1577. https://doi.org/10.3390/app11041577

APA Style

Mora-Granados, M., González-Gómez, D., Jeong, J. S., & Gallego-Picó, A. (2021). A Molecularly Imprinted Polymer for Selective Extraction of Phenolic Acids from Human Urine. Applied Sciences, 11(4), 1577. https://doi.org/10.3390/app11041577

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