A molecularly imprinted polymer (MIP) and a nanocomposite prepared from gold nanoparticles (AuNP) and poly(3,4-ethylenedioxythiophene)/poly(styrene sulfonate) (PEDOT:PSS) were deposited on a screen-printed carbon electrode (SPCE). The nanocomposite was prepared by one-pot simultaneous in-situ formation of AuNPs and PEDOT:PSS and was then inkjet-coated onto the SPCE. The MIP film was subsequently placed on the modified SPCE by co-electrodeposition of o-phenylenediamine and resorcinol in the presence of the antibiotic nitrofurantoin (NFT). Using differential pulse voltammetry (DPV), response at the potential of ~ 0.1 V (vs. Ag/AgCl) is linear in 1 nM to 1000 nM NFT concentration range, with a remarkably low detection limit (at S/N = 3) of 0.1 nM. This is two orders of magnitude lower than that of the control MIP sensor without the nanocomposite interlayer, thus showing the beneficial effect of AuNP-PEDOT:PSS. The electrode is highly reproducible (relative standard deviation 3.1% for n = 6) and selective over structurally related molecules. It can be re-used for at least ten times and was found to be stable for at least 45 days. It was successfully applied to the determination of NFT in (spiked) feed matrices and gave good recoveries.Schematic representation of a voltammetric sensor for the determination of nitrofurantoin. The sensor is based on a screen-printed carbon electrode (SPCE) modified with an inkjet-printed gold nanoparticles-poly(3,4-ethylenedioxythiophene):poly(styrene sulfonate) nanocomposite and a molecularly imprinted polymer.
Antibiotic; Biomimetic sensor; Electrochemical sensor; Inkjet-printed electrode; Molecularly imprinted polymer; Nanocomposite
Nitrofurantoin belongs to a group of broad-spectrum antimicrobial drugs called nitrofurans. They are widely used as feed additives for growth promotion, as well as for prevention and treatment of bacterial and protozoan infections in animal husbandry and aquaculture [[
Various analytical methods including luminescence spectroscopy [[
Among various existing sensor devices, electrochemical-based sensors have gained tremendous interest because they provide certain benefits of portable size, high sensitivity, cost-effectiveness and simple instrumentation. However, previously reported electrochemical sensors still did not afford sufficient discrimination between each derivative of nitrofuran drugs. To improve selectivity of these electroanalytical sensors, synthetic molecularly imprinted polymers (MIPs) are of high interest [[
Nitrofurantoin-binding MIPs were previously reported by Athikomrattanakul et al. as ground monolith particles for thermometric sensing [[
Screen-printed carbon electrodes (SPCEs) have been broadly exploited in the field of electrochemical sensors due to their large-scale production feasibility with reasonable cost and good reliability. They also hold great promise for on-site screening in terms of field portability and a dramatic reduction in sample volume [[
According to a literature survey, there are no previous reports on an electrochemical MIP sensor for nitrofurantoin. Therefore, we demonstrate a strategy to prepare the first MIP-based electrochemical sensor for the sensitive and selective detection of nitrofurantoin. We herein combined the outstanding electrochemical characteristic of the AuNP-PEDOT:PSS nanocomposite with high selectivity of the MIP as a hybrid bilayer. Firstly, the AuNP-PEDOT:PSS layer was inkjet-printed onto an SPCE. Thereafter, a thin MIP film was prepared through the electrocopolymerization of o-phenylenediamine (o-PD) and resorcinol in the presence of nitrofurantoin directly on top of the nanocomposite electrode (Scheme 1). The principle behind this electrochemical detection is that upon the rebinding of NFT to the imprinted sites, the number of cavities available for the redox probe to reach the electrode surface underneath decreases, and consequently the signal drops off. Decrease of the K
Nitrofurantoin, nitrofurazone and furazolidone were acquired from TCI chemicals. o-Phenylenediamine and resorcinol were obtained from Acros. Hydrogen tetrachloroaurate(III) trihydrate (HAuCl
The nanocomposite ink was printed onto SPCEs by a material inkjet printer from FUJIFILM (Dimatix Materials Printer, DMP-2800,
A three-electrode configuration is comprised of a working screen-printed carbon electrode printed from a carbon-based paste, a silver/silver chloride pseudo-reference electrode from a silver/silver chloride paste and a counter electrode from a carbon paste. To prepare a nanocomposite, EDOT was dissolved in 1% (w/v) Na-PSS solution. Subsequently, HAuCl
The imprinted electrodes were prepared in a mixture solution of 5 mM o-PD, 5 mM resorcinol and 2.5 mM NFT in 100 mM phosphate buffer (pH 7.0) by cyclic voltammetry sweeping between 0 and 1.2 V at a scan rate of 50 mV·s
A stock solution of NFT (10 mM) was prepared in DMSO and standard solutions were prepared by appropriate dilution of the stock solution with phosphate buffer (pH 7.0). The imprinted electrodes were allowed to interact with the sample for 12 min. Afterward, the electrodes were rinsed and replaced in 5 mM K
Feed samples were obtained from retail markets in Thailand. To the thoroughly minced sample (2 g), a sufficient volume of NFT stock solution and methanol (20 mL) were added. The mixture was sonicated for 20 min and centrifuged for 10 min at 3000 rpm. The supernatant was filtered and the filtrate was diluted with phosphate buffer (pH 7.0) to obtain the sample for detection.
Conducting polymers including polypyrrole (PPy), polyaniline (PANI) and PEDOT:PSS have been widely applied to improve electrochemical performances of bare electrodes. In this work, PEDOT:PSS is chosen as a material of choice because it has greater thermal and electrochemical stability than polypyrrole and polyaniline. This can be ascribed to the presence of ethylenedioxy bridging group in the 3 and 4 positions on its thiophene ring. To further enhance the electrochemical performances of PEDOT:PSS, nanomaterials have been introduced into the aforementioned matrix. In comparison to the carbon-based nanomaterials (i.e., carbon nanotube, graphene, carbon dot), the preparation of metallic nanoparticles is more facile. Especially in the case of the preparation of metal nanoparticles incorporated in conducting polymer, a simultaneous in situ formation of both components can be achieved within a single step. Among the more commonly used metal nanoparticles, gold is the most widely studied metal due to its high catalytic activity which facilitates the electron transfer and decrease the electrode overpotentials. Therefore, AuNP-PEDOT:PSS is chosen herein as a promising electrode modifying-material.
In this work, o-phenylenediamine and resorcinol are chosen due to their ability to create arrays of non-covalent interactions with the template molecule through their diamine, diol and aromatic moieties. This can be realized by a computational simulation. The calculation revealed that nitrofurantoin formed a stable 1:2 complex with o-phenylenediamine and resorcinol with the lowest interaction energy of −126.68389760 kJ·mol
A basic way to generate signal in the MIP-based electrochemical sensors is through the direct signal generation from the electro-active target itself. However, this method is only limited to the target molecules which are electro-active. On the other hand, the signal generation can also be based on the “gate effect” in which the electrode is covered with the non-conducting MIP layer with the imprinted cavities as the controlled gate. In this case, the signal comes from a redox probe which is typically [Fe(CN)
An aqueous dispersion of AuNP-PEDOT:PSS was prepared by simultaneous formation of PEDOT and AuNPs via the in-situ oxidative polymerization and the in-situ reduction of HAuCl
The resulting aqueous dispersion of AuNP-PEDOT:PSS was used to modify the working area of the SPCE by a material inkjet printer. The morphology of the resulting electrode was characterized using SEM. As illustrated in Fig. S5a, a smooth film with consistently dispersed bright nanoparticles was clearly observed. This surface morphology was completely different from that of the bare SPCE (Fig. S5b), implying the successful deposition of the composite film. Using EDS elemental mapping, these bright spots were assigned to metallic gold as shown in Fig. S6.
CV measurements were used to characterize the modified and unmodified electrodes. Related data and voltammograms are given in the Electronic Supporting Material (Fig. S7). The results indicated that the AuNP-PEDOT:PSS modified SPCE possessed the highest catalytic activity in comparison to the PEDOT:PSS/SPCE and the unmodified electrode. This is possibly due to a profound synergistic effect between AuNP and PEDOT.
Similar voltammograms were obtained during the electropolymerization in the presence (MIP) and absence (NIP) of the template (Fig. S8). A prominent decrease in the current intensity under successive scans was observed. This evidently suggested that a non-conducting polymer was progressively formed and gradually covered the electrode surface, yielding to the suppression of the voltammetric response. The electrochemical behavior of the MIP modified electrode after electropolymerization, template removal and rebinding was monitored using K
Surface morphologies of the prepared MIP and NIP films after the template removal were visualized by SEM (Fig. 2). In comparison to the relatively compact NIP layer, the MIP film revealed a slightly rougher surface, which might be ascribed to the successful deposition and extraction of the template molecule in and from the MIP layer.SEM images of (a) MIP and (b) NIP modified AuNP-PEDOT:PSS/SPCE
The following parameters were optimized: (a) incubation time; (b) incubation pH of rebinding buffer; (c) regeneration time. Respective data and figures are given in the Electronic Supporting Material (Fig. S9). The following experimental conditions were found to give best results: (a) incubation time of 12 min; (b) pH of rebinding buffer of 7.0; (c) regeneration time of 15 min.
Under optimal conditions, DPV responses of the MIP electrodes recorded in 5 mM K
To identify the MIP affinity, the binding isotherm was fitted using the Langmuir isotherm model (Fig. S11). The affinity constant (K
Cross-reactivity of the imprinted electrode was evaluated using structurally related nitro compounds including nitrofurazone (NFZ), furazolidone (FZD), furaltadone (FTD), nifuroxazide (NFX), nifurtimox (NFM), pimonidazole (PMZ) and benznidazole (BNZ) (Fig. S12). The current change (∆I) of the sensor toward different analytes at a concentration of 1 μM was measured and is shown in Fig. 4. For all the analytes, the current response of the non-imprinted sensor was almost equal and changed only slightly, and this change can be ascribed to the non-specific binding of the compounds to the polymeric matrix. The current response of the imprinted sensor toward NFT was higher than those of the other molecules, clearly due to its perfect match to the imprinted cavities in size, shape and orientation of functionalities. Although FTD, NFX and NFM hold a nitrofuran motif similar to NFT, their molecular size is considerably too large and bulky in comparison to the imprinted cavities. PMZ and BNZ, on the other hand, contain neither nitrofuran nor hydantoin rings which can interact with the conserved functional groups within the imprinted site. As a result, they were bound to the MIP sensor in considerably lower amounts than NFT. In the case of FTD, NFX, NFM, PMZ and BNZ, the higher degree of surface roughness of the MIP would be responsible for a slightly higher binding capacity of the MIP in comparison to the control NIP, rather than a real imprinting effect. In contrast to those control compounds, NFZ and FZD bind preferentially to the MIP sensor because they have a higher degree of structural resemblance to the template molecule. Additionally, their molecular size is also smaller than that of the template, making them fit readily into the imprinted pocket. However, the amount of NFZ and FZD bound was still not as high as that of NFT. This is possibly due to the lack of a hydantoin ring, one of the crucial parts that can interact with the functional monomer via double hydrogen bonds in their molecular structures (Fig. S1).Selectivity of the MIP/AuNP-PEDOT:PSS/SPCE. Current change (∆I) at the potential of ~ 0.1 V (vs. Ag/AgCl) of the MIP and NIP modified electrodes in 5 mM K
The inter-electrode reproducibility of the sensor was evaluated using six independent MIP electrodes fabricated using the same procedure. These electrodes were used to determine NFT at 1 μM. The current response showed a relative standard deviation (RSD) of 3.1% for six independent measurements, indicating excellent sensor-to-sensor reproducibility. To investigate the repeatability, a methanol-water-acetic acid mixture solution was used to regenerate the MIP sensor. The same MIP sensor was used to determine 1 μM NFT for ten repeated times with regeneration in between. The RSD of the current change (∆I) was found to be 2.9% (Table S1), representing good reusability of the established MIP sensor for at least ten times. The stability of the MIP sensor was investigated by storing the electrode at 4 °C under an N
To identify its practical applications, the prepared MIP sensor was used to determine NFT in real animal feed samples. As shown in Table 1, the recoveries at three concentration levels of each sample were found to be in the range of 95.0-104.0% and the RSDs were less than 3.2%. LC/MS/MS was used as a reference method to validate the reliability of the sensor. The results obtained by both methods were consistent with each other as shown in Table S2. This indicates that the prepared sensor can be used for reliable determination of NFT in real samples.
The analytical performances in terms of the linear range and detection limit of the established MIP sensor were compared with other previously reported electrochemical sensors (Table S3). Most of them relied on mercury based electrodes (i.e., mercury modified silver solid amalgam and hanging mercury drop). Others were based on boron doped diamond film (BDDF), carbon nanofiber (CNF) and DNA-poly(5-amino-2-mercapto-1,3,4-thiadiazole) modified electrodes. As shown in Table S3, our MIP sensor shows a lower limit of detection and a much wider linear response in comparison to those electrochemical sensors reported so far. The improvement in sensor performances can be attributed to the incorporation of the conductive AuNP-PEDOT:PSS nanocomposite into the MIP sensor. It is also worth mentioning that the MIP based screen-printed carbon electrode provides relatively low cost and better portability in comparison to most of those reported electrode materials. Further comparison to other analytical methods can be found in Table S4. The present MIP based electrochemical sensor shows much better limit of detection in comparison to the MIP-based thermistor, luminescence assays and HPLC. It is also smaller in size and less costly. Although the limit of detection of the established sensor is comparable to that obtained from the ELISA-based technique, the MIP sensor offers a broader linear range of detection and can be reused. These advantages make the established MIP sensor a good analytical method for NFT detection.
In this work, the first electrochemical MIP sensor for NFT was successfully established. This can overcome such a limitation of the enzyme-linked immunosorbent assay (ELISA) where neither a kit nor an antibody for the parent form of nitrofurantoin is available until currently. The functional MIP layer was prepared by co-electrodeposition of o-PD and resorcinol in the presence of NFT on top of the AuNP-PEDOT:PSS modified SPCE. Due to a synergistic effect of AuNP and PEDOT:PSS, a great enhancement in current signal was attained, and this apparently lowered the detection limit down to 0.1 nM. In addition to its exceptional limit of detection, the established sensor also shows good selectivity, reproducibility and rather good stability. The sensor can be reused at least 10 times and can be successfully used to determine NFT in spiked feed matrices with good recoveries. Additionally, such a sensor also requires no multiple tedious steps for sample pretreatment. However, it should be noted that the established MIP sensor is only applicable for the determination of the intact form of NFT, not its protein bound metabolite. As a result, application of this sensor in food control is only limited to feed samples rather than contaminated food products (e.g., meat, fish, shrimp, egg, honey, milk).
The online version of this article (10.1007/s00604-018-2797-3) contains supplementary material, which is available to authorized users.
The authors gratefully acknowledge the financial support of the Thailand Research Fund (TRF, Grant No. 5880243), the Kasetsart University Research and Development Institute (KURDI) and the Faculty of Science, Kasetsart University. D. Dechtrirat also wishes to thank Specialized Center of Rubber and Polymer Materials for Agriculture and Industry (RPM), Faculty of Science, Kasetsart University for the publication support.
The authors declare no conflict of interest.
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By Decha Dechtrirat; Peerada Yingyuad; Pongthep Prajongtat; Laemthong Chuenchom; Chakrit Sriprachuabwong; Adisorn Tuantranont and I-Ming Tang