Open Access Article
Marti Z.
Hua
a,
Jinxin
Liu
a,
Tianqi
Li
b,
David R.
McMullin
b,
Yaxi
Hu
*b and
Xiaonan
Lu
*a
aDepartment of Food Science and Agricultural Chemistry, McGill University Macdonald Campus, Sainte-Anne-de-Bellevue, Quebec, H9X 3V9, Canada. E-mail: xiaonan.lu@mcgill.ca
bDepartment of Chemistry, Carleton University, Ottawa, Ontario K1S 5B6, Canada. E-mail: yaxihu@cunet.carleton.ca
First published on 6th January 2025
Mycotoxins are detectable in 60–80% of food crops, posing significant threats to human health and food security, and causing substantial economic losses. Most mitigation approaches focus on detecting mycotoxins with standard methods based on liquid chromatography coupled with mass spectrometry (LC-MS). Typical MS methods require extensive sample preparation and clean-up due to the matrix effect, followed by time-consuming LC separation, complicating the analysis process and limiting analytical throughput. This study reports the development of a repackable microfluidic molecularly imprinted solid-phase extraction coupled with mass spectrometry (μMISPE-MS) method for rapid detection of zearalenone in agri-food samples. Silica microspheres coated with molecularly imprinted polymers were synthesized as the sorbent for analyte enrichment and sample clean-up. A cost-effective microfluidic chip was designed and fabricated as the μMISPE platform with fully automated operation, including on-line microcolumn packing and unpacking. With optimized solvent conditions and on-chip μMISPE protocol, the entire analytical process from sample to answer was completed within 15 min and achieved high recoveries (71–94%) for corn and rice samples at residue levels of 0.05–0.5 ppm (within Canadian regulatory limits of 0.2–10 ppm). This μMISPE-MS method provides a promising tool for improving mycotoxin monitoring in agri-food systems and is generalizable to other rapid analyses of targeted chemicals in complex matrices.
Currently, the standard methods for analyzing mycotoxins in agri-foods rely on liquid chromatography coupled with mass spectrometry (LC-MS) or with other detectors (e.g., fluorescence detector).4 LC-MS is undoubtedly sensitive and accurate, fitting the analytical needs for routine analysis of single or multiple mycotoxins in various sample types for regulatory purposes. However, the limitations of LC-MS become more evident when there is a need for higher throughput and lower costs without compromising the analytical reliability. For example, the mandatory sample clean-up and enrichment steps, from classic multi-step partitioning to more recent QuEChERS (Quick, Easy, Cheap, Effective, Rugged, and Safe) method, are often time-consuming and labour-intensive. These steps also require costly consumables and generate significant amounts of hazardous chemical waste though only microlitres of sample extracts are injected into the LC-MS system eventually.5,6 In addition to MS, antibody-based methods, particularly the enzyme-linked immunosorbent assay (ELISA), are sometimes recognized as (semi-)quantitative methods for single mycotoxin screening in compliance with regulations, but the performance is highly dependent on the quality of manufacturer, storage/transportation conditions, and the operation skills of end-users. As a result, MS-based methods remain the preferred practice for quantification of mycotoxins in agri-food samples, which necessitates research and engineering efforts on more rapid, low-cost and user-friendly procedures for sample extraction, clean-up, enrichment, and separation prior to MS analysis.
A few directions have been explored by researchers and industrial professionals, including but not limited to the dilute-and-shoot approach and various forms of solid-phase extraction (SPE).7 The dilute-and-shoot technique originally refers to diluting a sample with a suitable solvent for direct injection into the detection system (e.g., MS, LC-MS), which is commonly used for simpler sample matrices (e.g., biological fluids, filtered beverages).6 In recent years, the dilute-and-shoot approach has been explored for simultaneous quantification of hundred to >1200 chemical contaminants of different classes in complex food and feed matrices.8–10 For most agri-food samples, although minimal extraction or partitioning is mandatory, dilute-and-shoot is still time- and cost-efficient than conventional methods. However, this approach often results in irreproducible matrix effects and necessitates a well-developed chromatography method coupled to a mass spectrometer due to the complexity of agri-food matrices.6,9 On the other hand, techniques derived from SPE continue to be optimized to minimize material and labour costs, particularly through the development of miniaturized apparatus and fully automated device. As a good example, an on-line SPE system has been commercialized for sample clean-up and analyte enrichment with the option of being integrated as a module into an LC-MS system.11 When analyzing a single analyte or a group of structurally similar compounds (e.g., a single mycotoxin or its derivatives), molecularly imprinted SPE (MISPE) has demonstrated unique advantages over non-specific SPE sorbents (e.g., C18, graphitized carbon black) by offering high selectivity and adsorption capacity similar to that of an immunoaffinity column. Nonetheless, concerns about the reuse of SPE columns, such as the need for column regeneration and the risk of carryover or contamination, may limit the popularity of these techniques.12 Detailed investigation of the carryover phenomenon and optimization of the regeneration procedure needs to be performed to further reduce the costs of materials or consumables and enhance the sustainability of the extraction methods.
A microfluidic chip, often refer to as a “lab-on-a-chip”, is a miniaturized device with specially designed patterns that allow the manipulation of fluids at the microscale. This platform originated from the concept of the micro total analysis system in the 1990s and thrived since the introduction of polydimethylsiloxane (PDMS) and well-established fabrication protocols.13 As microfluidic devices can integrate one or more conventional bench experiments with high automation potential, various functional designs and applications have been reported in many research fields, such as diagnostic sensors and organ-on-chips for drug development.14,15 Over the past 15 years, the application of microfluidic techniques in food safety control has drawn increasing interest, with many studies reporting the development of analytical devices made of PDMS and porous or nonwoven materials (mainly paper-based devices) for detecting food hazards.15–17 Despite being a promising platform for detecting chemical hazards in agri-food, PDMS-based microfluidic devices face several challenges, such as the need for off-chip sample preparation, the lack of specific on-chip sensing agents, and the high cost of disposable PDMS devices, particularly given the demand of agri-food industry for low-cost demand.18 Applications of molecularly imprinted polymers (MIPs) in microfluidic sensors have been more limited, primarily focusing on detecting biomarkers and environment contaminants in simple matrices, such as water and biofluids.19
In the current study, we report the development of a repackable microfluidic MISPE coupled with mass spectrometry (μMISPE-MS) to address these challenges and demonstrate the rapid analysis of a mycotoxin zearalenone in agri-foods using the μMISPE-MS method (Fig. 1). A low-cost microfluidic chip was designed and fabricated as the μMISPE platform with full automation controlled by an optimized program. Silica microspheres coated with MIPs were slurry-packed into the main channel for on-chip μMISPE and then unpacked after each test. This design enabled the reuse of the μMISPE chip, simplified the protocol, eliminated the risk of carryover, and significantly reduced material usage and waste compared to conventional MISPE and on-line SPE methods. The cleaned and enriched mycotoxin was eluted and shot directly into the mass spectrometer for immediate data acquisition, bypassing a further separation by LC, and resulting in high recovery and sufficient sensitivity for the quantification of zearalenone in agri-foods at regulated residue levels.
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| Fig. 1 Schematic illustration of the overall procedures for the rapid analysis of mycotoxin residue in agri-food samples using μMISPE-MS within 15 min. | ||
Microfluidic syringe pumps were used in the SiO2 synthesis and for operating the on-chip μMISPE. The Miuzei SG90 Servo Motor, controlled by an ARDUINO A000066 Uno R3 and SunFounder PCA9685 servo driver, was used to automate the valve on the microfluidic chip. A Yakamoz micro-drill was used for micromachining the valve. A Waters Breeze HPLC-FLD was used for accurate quantification of zearalenone in the adsorption tests and MISPE solvent optimization with the condition as previously reported.20 MS spectra were acquired with an Agilent 6230B time-of-flight mass spectrometer (Agilent Technologies, Palo Alto, CA, USA) equipped with an electrospray ionization (ESI) source that was directly connected to the outlet of microfluidic chip for sample injection. Transmission electron microscopy (TEM) images were acquired using a Thermo Scientific Talos F200X G2 (S)TEM system hosted at the Facility for Electron Microscopy Research at McGill University.
The surface of SiO2 microspheres was modified with vinyl groups following a previously reported protocol.22 Briefly, 1 g of SiO2 microspheres were resuspended in 250 mL of ethanol
:
H2O (4
:
1, v/v) by sonication. Then, 7.5 mL of ammonium hydroxide and 4 mL of MPS were added with magnetic stirring at 65 °C for 24 h. The modified particles were collected by centrifugation, washed three times with ethanol, and vacuum dried at room temperature overnight.
For the synthesis of MIPs, 0.05 mmol of CDHB and 0.2 mmol of methacrylic acid were dissolved in 45 mL of acetonitrile and incubated for 30 min, followed by adding 100 mg of vinyl–SiO2 suspended in 5 mL of acetonitrile. Then, 1 mmol of EGDMA and 20 mg of AIBN were dissolved into the mixture, followed by purging with nitrogen gas for 5 min. The mixture was heated at 65 °C with magnetic stirring for 24 h to allow for polymerization. The resulting particles were collected by centrifugation, washed with 10% acetic acid in methanol to remove the template, and rinsed with pure methanol to remove acetic acid residue. The resulting MIPs were vacuum-dried at 60 °C for 6 h. Non-imprinted polymers (NIPs) were prepared following the same procedure in the absence of the template CDHB. CDHB was selected as a dummy template instead of using the target mycotoxin zearalenone due to their structural similarity and the consideration in template bleeding and material availability.20,23
In the static adsorption test, 5 mg of MIPs or NIPs was mixed with 1 mL of zearalenone standard solution (40% in acetonitrile) at different concentrations (10, 25, 50, 75 and 100 μg L−1) for 60 min with continuous rotary shaking. The mixtures were then centrifuged, and the remaining concentration of zearalenone in the supernatant was determined by HPLC-FLD. In the dynamic adsorption test, MIPs or NIPs were mixed with zearalenone solution (50 μg L−1) at the ratio of 5 mg to 1 mL with continuous rotary shaking. At each time point (i.e., at 2, 5, 10, 20, 30, and 60 min), a 1 mL aliquot was collected, immediately centrifuged, and the remaining concentration of zearalenone in the supernatant was determined by HPLC-FLD. The adsorption (Q) was calculated as Q = (c0 − c) × V/m, where c0 is the initial concentration, c is the concentration in the supernatant, V is the volume of the zearalenone solution, and m is the mass of MIPs or NIPs.
Transmission electron microscopy images were acquired to examine the size, shape and MIP coating of the microsphere.
:
1 by weight and degassed under vacuum. The mixture was poured into a plastic petri dish to ∼40% of its depth and placed in a vacuum desiccator for ∼24 h at room temperature. Then, straight metallic wires (plastic coating removed) of different diameters were cut into the desired lengths and carefully placed on the semi-solidified PDMS as the mould for the channels. Another layer of degassed PDMS mixture was added to fill ∼90% of the dish which was then left in vacuum desiccator for ∼48 h. The cured PDMS was cut along the outline of the design, and the wires were removed to create the channels. A polytetrafluoroethylene (PTFE) rod was cut, drilled, polished, and installed in the punched hole of the PDMS chip to function as the micro-valve. The top of the rod was either connected to a servo for programmed control or fitted with a wire for manual operation. A stainless-steel frit and a PEEK tubing were installed at the outlet for connecting to the ESI source of the MS system. All inlets and the waste outlet were connected via stainless-steel needles.
In the current study, MIPs with a core–shell structure were synthesized as the sorbent in μMISPE (Fig. 2). The size and shape of the particles were prioritized in the preliminary experiment due to the impact on the internal pressure and sorbent packing for the microfluidic chip. Different from the tightly packed stainless steel microcolumns used in on-line SPE or micro-LC system, a PDMS-chip-based column favours much lower internal pressure to minimize the risk of breakage or leakage at the tubing-chip interface as well as avoid excessive anchor or clamping effect (further discussed later).26 Particles ranging from tens to hundreds of nanometers resulted in much higher pressure and clogging of filter frits (0.5–10 μm) and even filter paper or membrane (effective pore sizes of 0.2–10 μm) during synthesis trials. Therefore, particles with a diameter of 1.3–1.4 μm (Fig. 2B and C) were selected to balance these issues while maintaining separation efficiency within a relatively short column length. For comparison, particles in a UPLC column are typically 1.6–1.7 μm in diameter. Regarding the shape of the MIPs, monodispersed microspheres with a consistent thickness (∼35 nm) of MIPs coating (Fig. 2C and D) would provide a more homogeneous adsorption profile (common strategy in LC columns) and a shorter equilibrium time. In comparison, MIP particles synthesized via conventional bulk polymerization were obtained from crushing rigid monoliths and mechanically sieving (e.g., <35 μm or <70 μm with a 200 or 400 mesh sieve), resulting in various size, shape, and surface morphology. SiO2 was selected as the core to support the MIPs shell given the simplicity of size tuning and dispersity control of this widely used material via the well-established Stöber method. Other commonly used supporting materials, such as metal–organic frameworks,27 would require more complicated synthesis and size/shape control.
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| Fig. 2 (A) Scheme of the synthesis of CDHB-templated MIP@SiO2, and transmission electron microscopy images of (B) SiO2 microsphere, (C) MIP@SiO2, and (D) 2.5× zoomed detail of MIP coating. | ||
Static and dynamic adsorption tests were performed to characterize the MIPs in comparison with the NIPs using the standard solution of zearalenone at the relevant concentrations, accounting for dilution during sample extraction. In the static adsorption test (Fig. 3A), the adsorption capacity of the MIPs was 1.7–3.4 times of that of the NIPs depending on the concentrations, and this difference verified the successful imprinting of the zearalenone-specific binding cavities on the shell of the microspheres. In the dynamic adsorption test (Fig. 3B), the majority of zearalenone was adsorbed in 5 min for MIPs within the time frame of 60 min, and only about 2 min for NIPs, indicating the specificity-related difference in surface morphology and adsorption mechanisms between MIPs and NIPs. Thus, the prepared MIPs were suitable to serve as SPE sorbent and were subjected to further testing for the optimization of MISPE procedures.
In our design (Fig. 4 and 1), the μMISPE procedure included five steps: 1) packing the μMISPE column by injecting the suspension of sorbents into the main channel via the packing inlet; 2) loading the sample extract onto the column via the loading inlet; 3) removing interfering sample matrices by injecting solvent via the washing inlet; 4) eluting the enriched analyte from the column by injecting eluent via the eluting inlet while simultaneously acquiring MS data of the eluate; and 5) unpacking the column and rinsing the channels by injecting solvent via the unpacking inlet, flushing waste out of the chip via the waste outlet.
This design addresses key challenges, including the on-line packing and unpacking of the μMISPE column, effective manipulation of the eluent and liquid/solid waste, reducing internal pressure at necessary interfaces, and maintaining the potential for full automation of each operation.
Taking these factors into consideration, we designed and fabricated a simple valve vertically installed at the punched hole of the PDMS chip to switch between the two flow directions (Fig. 4). For the packing, loading, washing and eluting steps, the sorbents are held by a stainless-steel frit filter at the outlet connected the MS with the PEEK tubing. For the unpacking step, the valve is switched clockwise, and the used sorbent is flushed out via the waste outlet with no blocking (Fig. 4). For the chemical resistant PTFE rod, the surface in contact with the PDMS chip was slightly polished to refine the shape and adjust the roughness, which reduced the friction and the risk of leakage. The path inside the rod (valve) was finalized as a straight tunnel that linked the chip's main channel and MS outlet directly, offset slightly from the central axis of the rod. Since the waste outlet was symmetric to the MS outlet, the rod only needs to be rotated clockwise from the position of the main channel to the waste channel for path switching (Fig. 4), during which the tunnel inside the valve was reversed and the packed column was loosened physically. By optimizing the difference between the diameter of the rod and the punched hole on the PDMS for holding the rod (i.e., friction adjusted), we were able to use a micro servo motor to manipulate the rod for path-switching, which automated this critical manual operation.
To avoid the complicated and costly procedures, such as photolithography in a cleanroom or plasma treatment, we designed a two-step cast moulding approach to fabricate a single-piece PDMS chip for hosting MISPE procedures, considering the adsorption performance of MIPs, packing and unpacking issues, and ease of part processing and assembly. As described in the section 2.3 and illustrated in Fig. 4, the dimensions of wires determined the channel shape. The diameters of the wires were 27 gauge (∼360 μm) for the main channel in the middle, 21 gauge (∼723 μm) for the four side inlet channels, and 18 gauge (∼1024 μm) for the two outlet channels. The PTFE rod (1/8′′, ∼3.175 mm, with a slight reduction for the part in contact with PDMS) was located inside the hole punched by a 3 mm (inside diameter) biopsy punch, and the tunnel within the rod was drilled with a 700 μm drill bit (thus wider than 700 μm). The accurate lengths of the channels were less critical than the selection of compatible inlet/outlet connectors, which further simplified the chip fabrication.
There are a few recommendations for the fabrication steps. First, the container for PDMS curing can be made of hard plastics or metals, both of which are easy to separate from the PDMS slab and can be shaped to match the chip outline, reducing material costs. A customized joining mould produced by 3D printing could further simplify chip trimming and mould reuse. Second, without heating to accelerate the curing process, the PDMS remains sticky after 24 h of room-temperature curing, making this time point ideal for positioning the wires to avoid shifting when adding the top layer of the PDMS mixture. However, if the wires are not correctly positioned on the first attempt, the base layer may be irreversibly damaged. Alternatively, the mould positioning and addition of the top PDMS layer can be completed after the base layer is fully cured. In this case, it is important to double-check and adjust the positions of the wires with forceps carefully, and vibrations or tilting of the container during the curing of the top layer should be avoided. Third, the wires do not have to be extremely straight as the flexibility of PDMS accommodates metal needles and hard tubing insertion. However, straight wires are easier to remove with less risk of damaging the elastomer and leaking at higher internal pressure. Forth. it is also important to ensure that the inside end of wires is smooth necessitating a deburr step after cutting. A similar finishing process can be applied to the sharp inlet needles (or use blunt-tip needles instead) to avoid cracks or misalignment during assembly. Finally, needles with larger outside diameter can achieve a better sealing force between the metal and PDMS, and needles with a larger inside diameter within the same outside diameter (try thin-wall products) may reduce the risk of clogging at the plastic/metal interface during sorbent injection. It is essential to test the actual outside diameter as it may vary among brands and product lines even with the same gauge number.
In protocol 1, the loading solvent was selected based on the solvent used for sample extraction, while the washing (ACN followed by H2O) and eluting (acidified ACN) solvents were selected based on solvents in MIP synthesis to minimize non-specific adsorption and remove polar impurities. However, the high percentage of ACN in the loading solvent (followed by pure ACN wash) could reduce the retention of zearalenone when comparing protocols 1 and 2. Therefore, the sample extract was diluted 2.5 times with H2O to reduce the ACN concentration from 90% to ∼36%, which increase the retention of analyte in protocols 3–7. Additionally, 0–70% ACN was tested to reduce analyte loss during the washing step, and a slightly lower recovery with 70% ACN and larger variation with pure H2O. Lastly, to optimize the eluting solvent, MeOH and acidified MeOH were tested in addition to ACN and acidified ACN, since studies demonstrated strong interfering of MeOH with specific binding mechanisms.33,34 The solvent combination that provided the highest recovery and reproducibility (96% ± 4%) was 36% ACN for loading, 50% ACN for washing, and MeOH (3% HAc) for eluting (protocol 6).
For on-chip μMISPE, more precise control on the injection of fluids (i.e., sorbent suspension, sample extract, and all other solvents) and the rotation of the microvalve was implemented to harness the potential and overcome the limitation of the microfluidic platform. Several further adjustments were made for practical sample analysis (beyond the simplified steps in section 3.2.1), and all operations were programmed to achieve full automation of μMISPE (Table 1, Fig. 4). First, the packing of the sorbent should, ideally, resemble the typical way of slurry-packing a conventional glass chromatography column, but the internal pressure built up rapidly with a constant flow rate of the MIP suspension as the accumulation of the solid phase. As a result, the downstream end of the microcolumn (the section before the tunnel of the PTFE valve) was susceptible to the anchor or clamping effect, which could hinder the later release of used sorbent. To mitigate this, the suspension injection rate was reduced stepwise. Second, the flow rate in each step impacted the pressure, on-column interaction (efficiency), ionization and signal in the mass spectrometer, the turnaround time of each test, and so on. With the finalized selection of solvents (protocol 6) and parts (needles of 23, 21, and 16 gauge for side inlets a–d, middle inlet e, and waste outlet, respectively; 1/16′′ OD frit and tubing for MS outlet), no leakage was observed except for the manual injection test of the MIP suspension which was caused by poor pressure control at the end of packing. Third, a check valve was installed on each syringe for injecting solvents (i.e., via inlet c–e, Fig. 4) to prevent backflow. Moreover, during the packing and loading steps, a low flow rate from inlet e was applied, instead of zero, to promote the desired flow direction and minimize undesired backward solvent mixing. Lastly, the rotation of the valve was adjusted by tuning the angular velocity of the servo to reduce the deformation of the PDMS chip (kinetic and static frictions), prevent the frit from moving, and ensure the stableness of the microcolumn.
| Inlet | Content | 0 | 0.2 | 0.4 | 0.6 | 0.8 | 1 | 2 | 4 | 5 | 6 | 6.5 | 7 | 7.5 | 8 | 8.5 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| The unit of time points (top row): min. The unit of flow rates (remaining rows): μL min−1. Valve rotated to waste outlet at 7 min before flow rates were changed. Valve rotated to MS outlet at 8 min after flow rates were changed. | ||||||||||||||||
| a | MIP (10% ACN) | 200 | 100 | 50 | 20 | 0 | 10 | 0 | ||||||||
| b | Sample (36% ACN) | 0 | 30 | 0 | 30 | 0 | ||||||||||
| c | 10% ACN | 0 | 40 | 0 | 100 | 0 | ||||||||||
| d | MeOH, 3% HAc | 0 | 30 | 100 | 0 | 30 | 0 | |||||||||
| e | 50% ACN | 15 | 5 | 30 | 5 | 0 | 30 | 0 | 50 | 300 | 5 | 100 | 0 | |||
| Sample | Spiked (ppb) | Recovery | CV |
|---|---|---|---|
| CV: coefficient of variation. | |||
| Corn | 50 | 73% | 15% |
| 200 | 94% | 6% | |
| 500 | 82% | 3% | |
| Rice | 50 | 71% | 3% |
| 200 | 88% | 11% | |
| 500 | 90% | 11% | |
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