Miriam
Beneito-Cambra
a,
Bienvenida
Gilbert-López
ab,
David
Moreno-González
c,
Marcos
Bouza
a,
Joachim
Franzke
c,
Juan F.
García-Reyes
ab and
Antonio
Molina-Díaz
*ab
aAnalytical Chemistry Research Group (FQM-323), Department of Physical and Analytical Chemistry, University of Jaen, 23071 Jaén, Spain. E-mail: amolina@ujaen.es; Tel: +34 953 212147
bCenter for Advanced Studies in Olives Grove and Olive Oils (CEAOAO), Science and Technology Park GEOLIT, E-23620 Mengíbar, Spain
cISAS—Leibniz Institut für Analytische Wissenschaften, Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany
First published on 2nd September 2020
Ambient mass spectrometry refers to the family of techniques that allows ions to be generated from condensed phase samples under ambient conditions and then, collected and analysed by mass spectrometry. One of their key advantages relies on their ability to allow the analysis of samples with minimal to no sample workup. This feature maps well to the requirements of food safety testing, in particular, those related to the fast determination of pesticide residues in foods. This review discusses the application of different ambient ionization methods for the qualitative and (semi)quantitative determination of pesticides in foods, with the focus on different specific methods used and their ionization mechanisms. More popular techniques used are those commercially available including desorption electrospray ionization (DESI-MS), direct analysis on real time (DART-MS), paper spray (PS-MS) and low-temperature plasma (LTP-MS). Several applications described with ambient MS have reported limits of quantitation approaching those of reference methods, typically based on LC-MS and generic sample extraction procedures. Some of them have been combined with portable mass spectrometers thus allowing “in situ” analysis. In addition, these techniques have the ability to map surfaces (ambient MS imaging) to unravel the distribution of agrochemicals on crops.
This framework fosters the development of analytical methods enabling the detection of pesticides at concentration levels below the MRLs set.7 Multiresidue methods, the preferred option for food analysis, rely on hyphenated techniques such as gas chromatography/mass spectrometry (GC-MS) or high performance liquid chromatography/mass spectrometry (HPLC-MS).6 Nowadays, the feasibility of real-time pesticide testing, performed “in situ”, with little or no sample preparation and avoiding the chromatographic separation step, remains a challenge which attracts the attention of food safety researchers. This greener approach, which fulfils many Green Analytical Chemistry principles, is feasible using ambient MS techniques as captured in Fig. 1.8
Fig. 1 Typical workflow of a routine pesticide testing method using chromatographic techniques and the role ambient MS may play to speed up these procedures, allowing even on-site sample analysis when portable MS instrumentation is used. Adapted from ref. 8 with permission from Elsevier. |
Ambient MS9 is a rapidly growing field started with the development of desorption electrospray ionization (DESI)10 and direct analysis in real time (DART).11 Since its inception, over eighty different ambient MS approaches have been proposed for high-throughput testing and also for MS-imaging because they are connected by the fact that analyte desorption and ionization steps take place under ambient open-atmosphere conditions with no (or scarce) sample workup; yet there is no consensus on their classification.12 The primary ionization mechanism is the more frequently used classification criterion, breaking down ambient MS techniques into (i) those closely related to electrospray ionization (ESI) and (ii) those resembling atmospheric pressure chemical ionization (APCI), generally plasma-based techniques.13,14 Alternatively, ambient MS techniques may be organized by desorption or sample processing methods (i.e., thermal desorption, liquid extraction, use of lasers for desorption, etc.),15,16 and the combination of different criteria leads to establish subcategories. Readers interested in the fundamentals of different techniques and their classification according to the driving forces of both desorption and ionization steps are referred to different general reviews.17–25 More detailed information about a particular subcategory of ambient ionization techniques may be found in specific reviews on spray-based,26,27 plasma-based28–30 and laser-based methods.15,16
This review article is focused on the application of ambient MS to pesticide residue analysis in food and environmental samples. The review is broken down in two main sections: ESI-related and APCI-related ambient MS methods, providing an overview of different ambient desorption/ionization MS methods as well as representative examples of their application to pesticide residue determination.31,32 Different approaches, applied in the field, are presented, highlighting the advantages and limitations for their application in pesticide testing.
Fig. 2 Schematic representations of (a) DESI (ref. 10); (b) EESI (ref. 45); (c) nanoEESI (ref. 49); (d) PESI (ref. 74); (e) PS-MS (ref. 59). For details, see text. Adapted with permission from the publishers (Wiley, Royal Society of Chemistry, ACS and AAAS). |
Compounds | Matrix | Ambient ionization technique/spray solvent | Sample preparation | MS analysis | Analytical performance/matrix | Ref. |
---|---|---|---|---|---|---|
a Abbreviations: ACN, acetonitrile; FA, formic acid; LCL, lowest calibration level; LIT, linear ion trap; LLE, liquid–liquid extraction; MS, mass spectrometry; QTRAP, hybrid triple quadrupole/ion trap; QqQ, triple quadrupole; TOF, time-of-flight. | ||||||
DESI | ||||||
16 pesticides | (i) Fruit or vegetable extracts; (ii) fruit peels | DESI (4.5 kV, 5 μL min−1), ACN/water (8:2) (1% FA) | Two approaches: (i) QuEChERS; (ii) direct peel analysis | LIT-MS/MS | LODs 1–90 μg kg−1 in extracts | 36 |
17 pesticides | Fruits (mangoes, papaya, passion fruit, apples and strawberries), and honey | DESI (3.5 kV, 125 μm s−1), ACN/water (4:1) (0.1% FA) | Two approaches: (i) QuEChERS, and (ii) on the fruit surface | Orbitrap MS | LODs (pg mm−2): 1, on Teflon; 33 on apple peel | 37 |
Chlorpropham | Potato surface | DESI (5 kV, 0.5 μL min−1), methanol/water (1:1) (1% acetic acid) | Not required | IT-MS/MS | LOD: 6.5 μg kg−1 | 38 |
Dimethoate, tebuconazole, and trifloxystrobin | Olive and vine leaves | DESI (5.5 kV, 1 μL min−1), methanol/water (8:2) (10 mM FA) | Not required | QTRAP-MS/MS | LOQ (ng): dimethoate (50), tebuconazole (150), and trifloxystrobin (60) | 39 |
Atrazine | Chinese cabbage leaf | DESI (4.5 kV, 4 μL min−1), ACN/water (1:1) (0.1% FA) | Not required | IT-MS/MS | LOQ < 63.13 pg mm−2 | 40 |
Dithiocarbamate fungicides: thiram and ziram | Fruit | DESI (5 kV, 5 μL min−1), methanol/water (1:1) (0.1% FA and 10 mM ammonium formate) | Surface extraction with acetonitrile | LIT-MS/MS | LCL: thiram, 1 mg kg−1; ziram, not detected | 41 |
Alachlor, and atrazine and DEET | Leaf and vegetable surfaces | DESI, methanol/water (1:1) | Not required | Portable IT-MS | 10 ng of DEET detected on the cornstalk leaf | 42 |
Insecticides: dimethoate, imidacloprid, methiocarb, pyrethrins, and rapeseed oil | Plant stem and leaves | DESI-MSI (3.5–4 kV, 2.5–3 μL min−1), mixtures of methanol/water (containing FA, (NH4)HCO3 and NaHCO3) | Cryosectioning to study the pesticide incorporation into the plant | Orbitrap-MS | Not available | 44 |
EESI | ||||||
Atrazine | Spiked urine (2 μL min−1) | EESI (5 kV, 5 μL min−1), methanol/water/acetic acid (5:5:1) | Not required | LIT-MS/MS | LOD: 0.4 fg atrazine | 46 |
204 toxicants, including 47 pesticides | Urine, blood, stomach content, liver | EESI (4 kV, 5 μL min−1), | Dilution and centrifugation (when needed) | LIT-MS/MS | LOD 0.002–0.09 μg L−1 | 47 |
β-Cypermethrin and paraquat | Spiked farmland water | nanoEESI (5 kV, 0.05–0.1 μL min−1) with methanol/water (1:1) | Not required | LIT-MS/MS | LODs (μg L−1):β-cypermethrin (6), and paraquat (10) | 48 |
Paper spray (PS) and related methods | ||||||
Atrazine, boscalid, clothianidin, diphenylamine, imidacloprid and thiamethoxam | Whole milk, olive oil, and leek homogenate | VeriSpray52 Paper Spray system (3.8 kV), methanol:water (9:1) (0.1% FA) | Not required/leek homogenization in a blender followed by solvent addition (1 mg μL−1) | QqQ-MS/MS | Calibration curves from the low μg L−1 (1–25) to the low mg L−1 (25–50) in milk and olive oil, and from 20 μg kg−1 to 10 mg kg−1 in leek homogenate | 53 |
Methaldehyde | Environmental water | Paper spray (3.5 kV), methanol/water (0.1% FA) (1:1) | Not required. Only filtration | LIT-MS/MS | LOD: 0.05 μg L−1 | 54 |
Atrazine, propazine, and metolachlor | Ground water, lake water, soil extracts, and crop extracts | Paper spray (3.5 kV), ACN | Soil and crop extracts by solid–liquid extraction with a mixture of acetonitrile/water (80:20, v/v) | IT-MS/MS | LODs in surface water: atrazine, 3.53 μg L−1; metolachlor, 1.70 μg L−1 | 55 |
Aldicarb, imazalil, methiocarb, methomyl and thiabendazole | Oranges, grapefruits, lemons, limes, mandarins, tomatoes, apples, pears, strawberries, grapes, and sweet peppers | Paper spray (3.2 kV), H2O (0.1% FA)/ACN (2:8) | Two sampling approaches: (i) wiping with the paper; (ii) samples homogenized with acetonitrile | QqQ-MS/MS | LODs < 5 mg kg−1 in homogenates of orange, tomato and grapes | 56 |
36 pesticides | Red wine | Paper spray (3.5 kV), methanol or ACN | (i) Off-line QuEChERS; and (ii) on-line paper-adsorption | QqQ-MS/MS | LOQs: (i) 0.3–375.5 μg L−1 (23 analytes); (ii) ACN as spray solvent: 0.6–272.9 μg L−1 (34 analytes); MeOH as spray solvent: 0.9–280.4 μg L−1 (31 analytes) | 57 |
Acephate, chlorpyrifos, and cyazofamid | Tomato peels | Paper spray (4.0 kV), methanol (0.1% FA) | Remove the peel of the tomato and perform an extraction with ACN, or water (acephate) | IT-MS/MS | LOQs: 30 ppb | 58 |
Imazalil and thiabendazole | Peel of lemon | Paper spray (4.5 kV), methanol/water (1:1) | Not required | LIT-MS/MS | Not available | 59 |
Thiabendazole | Peel of treated oranges | Paper spray (4 kV), methanol/water (9:1) | Not required (surface wiping) | Portable MS (ion trap) | Not available | 60 |
Pyrazole fungicides: isopyrazam, fluxapyroxad, penflufen and pyraclostrobin | Spiked wines | Capillary paper spray (2.5 kV), methanol | Not required | QqQ-MS/MS | LOQs: 2 μg L−1 for each analyte | 61 |
Atrazine and propazine | Spiked tap water | Paper spray with wax-printed channels (4.5 kV), methanol/water (1:1) | Not required | Orbitrap-MS | LOD < 1.25 pmol | 64 |
Acetochlor, alachlor, benzeneacetamide, butachlor, metolachlor, napropamid, and pretilachlor | Spiked milk | Paper spray with a silica-coated substrate, methanol/water (8:2) | Not required | QqQ-MS/MS | LOQs: 10.9–242.4 μg L−1 | 67 |
Herbicides: diuron and 2,4-dichlorophenoxyacetic acid (2,4-D) | Apples, bananas, and grapes | Paper spray with the MIP membrane substrate (3.5 kV), methanol (0.1% FA for positive ionization; 0.1% ammonium hydroxide for negative ionization) | Extraction with methanol | Q-Orbitrap-MS/MS | LLOQs: diuron, 0.41–0.99 μg L−1; 2,4-D, 1.02–2.0 μg L−1 | 68 |
Carbofuran, methyl parathion, and parathion | Spiked orange surface (50 ppm) | Paper spray using paper coated with CNTs as the substrate (3 V), methanol/water (1:1) | Not required (surface swabbing) | LIT-MS/MS | Not available | 69 |
Atrazine, diuron and methomyl | Arugula, basil, cabbage, lettuce and kale vegetable samples | Paper spray with a paraffinned microchannel (3.5 kV), methanol (0.1% FA) | Extraction with methanol | Q-Orbitrap-MS | LOQs: 4.12–83.33 ppb | 65 |
Atrazine, diuron and methomyl | Arugula, basil, cabbage, lettuce and kale vegetable samples | Leaf spray (3.5 kV), methanol (0.1% FA) | Not required | Q-Orbitrap-MS | LOQs: 0.11–120 ppb | 65 |
Acetamiprid, diphenylamine, imazalil, linuron, and thiabendazole | Peel and pulp of different fruits and vegetables | Leaf spray (3.5 kV), isopropyl alcohol | Not required | LIT-MS/MS | LODs: 5–50 μg kg−1 | 71 |
Beta-cypermethrin | Spiked apple juice | Wooden-tip ESI (3.5 kV), methanol (0.1% FA) | Not required | QTRAP-MS/MS | LOD: 30.0 μg L−1 (30.0 pg) | 73 |
PESI | ||||||
Glufosinate and glyphosate | Human serum | PESI (1.7 kV), ammonium formate (10 mM)/ethanol (1:1) | Dilution | QqQ-MS/MS | LOQs: 1560 μg L−1 for both herbicides | 76 |
Paraquat | Human serum | PESI (1.7 kV), ammonium formate (10 mM)/ethanol (1:1) | Dilution | QqQ-MS/MS | LCL: 15 μg L−1 | 77 |
Acephate, acetamiprid, clothianidin, and thiophanate-methyl | Living plants | SF-PESI (2.5 kV), ACN/water (1:1) (0.1% FA) | Not required | TOF-MS | LOD of acetamiprid in methanol solution over the Teflon substrate < 50 pg | 78 |
TD-ESI | ||||||
8 fungicides, 12 insecticides, and 2 herbicides | Fruits and vegetables | TD-ESI (4.5 kV), water (0.1% FA)/methanol (1:1) | Not required | QqQ-MS/MS | LOD: 0.5–100 μg L−1 for aqueous pesticide standards | 80 |
308 pesticides | Tomatoes and bell pepper | TD-ESI (4.5 kV), 5 mM NH4OAc in 40% MeOH | Not required | QqQ-MS/MS | LOD < 50 ppb, for benthiazole standard solution | 81 |
Acephate, chlorpyrifos, diazinon, dimethoate, iprobenfos, and methamidophos | Gastric juice | TD-ESI (3.5–4.5 kV), water/methanol (1:1) (0.1% acetic acid) | Not required | QqQ-MS/MS | LOD: 4.3–9.9 μg L−1 | 82 |
Chlorpyrifos, dimethoate, methamidophos, methomyl, and paraquat | Human oral fluid | TD-ESI (3.5–4.5 kV), water/methanol (1:1) (0.1% acetic acid) | Sampling with a cotton swab and subsequent pesticide extraction with methanol | QqQ-MS/MS | LODs: 1–10 μg L−1 | 83 |
DESI has been applied to detect pesticides from both untreated crop surfaces and extracts obtained from dedicated sample workup procedures (e.g. QuEChERS (quick, easy, cheap, effective, rugged, and safe)).36,37 Representative agrochemicals including insecticides (e.g. isofenphos-methyl, malathion), herbicides (e.g. ametryn, atrazine), and fungicides (e.g. imazalil, prochloraz, triazoles) were detected at similar or lower concentrations than MRLs set. The use of isotopically labelled internal standards (ILIS) provided quantitative results in agreement with those obtained by reference methods using LC-MS/MS or GC-MS.36,37 DESI-MS fruit peel analysis was found to be a useful screening method to investigate samples containing pesticide residues, either analysing directly the fruit peel surface36 or by rubbing the peel with a glass slide subsequently used as a substrate for DESI-MS.37 Likewise, DESI-MS was used to determine chlorpropham on potato surfaces,38 dimethoate, tebuconazole, and trifloxystrobin on olive and vine leaves,39 and atrazine residues on Chinese cabbage leaves40 (see Table 1). The main limitations for quantitative analysis on surfaces are low precision and the presence of matrix effects.39
A challenging pesticide such as thiram could not be directly detected on the surface of pear leaves,41 but surface extraction with acetonitrile was appropriate for DESI-MS/MS. Using ILIS, semi-quantitative results could be demonstrated in spiked samples. Extraction of the homogenized fruit by the QuEChERS method was inappropriate, due to severe suppression effects.
The feasibility of high-throughput in situ screening methods would be a convenient and cost-effective approach, as the number of samples subjected to a comprehensive evaluation would be significantly reduced. The combined use of ambient ionization methods and portable (handheld) mass spectrometers represents an interesting option to move the food control from the laboratory to the market shelves. This was first demonstrated by Mulligan et al.42 using DESI to detect DEET, alachlor and atrazine in leaves and vegetable surfaces with no sample treatment. Sensitivity, selectivity and rapid detection could be satisfactorily achieved for the detection of target compounds in relevant fields of analysis. Thus, DEET on the surfaces of cornstalk leaves or tomatoes was detected below 10 ng.
The implementation of ESI-related ionization sources in portable mass spectrometers for in situ analysis of real samples is a very interesting approach that has been explored for pesticide residue testing, using not only DESI but also PS techniques.42,43 Another interesting feature explored with DESI is the development of chemical images (mass spectrometry imaging (MSI)) of pesticide residues in crops (DESI-MSI). The distribution of pesticides in different parts of Cotoneaster horizontalis and Kalanchoe blossfeldiana was investigated by Gerbig et al.44 using DESI-MSI. The distribution of contact pesticides (pyrethrins, rapeseed oil, imidacloprid, and methiocarb) on the plant surface and the redistribution of a systemic pesticide (dimethoate) in the plant stem and leaves were analyzed by DESI-MSI. A mass range from m/z 300 to 1500 was acquired to detect pyrethrins and triglyceride (TG) ions present in rapeseed oil. The TG showed non-homogeneous covering on the leaf surface. Also, pyrethrins showed different distributions on the leaf surface. This was due to differences in polarity and size between them. When the same experiment was performed using an insecticide which contained imidacloprid and methiocarb, pesticide distributions found on the leaf were distinctly more homogeneous. The systemic incorporation of dimethoate in a Kalanchoe blossfeldiana plant was studied, and dimethoate was detected in the transport system of the plant after 25 days of treatment, and it was found to be homogeneously distributed in a leaf section after 60 days.
Nanoextractive electrospray ionization (nanoEESI)48 mass spectrometry is based on the use of a nanospray to generate microdroplets (Fig. 2c), using solvent flows in the range of 0.05–0.1 μL min−1. This avoids the use of the sheath gas, thus reducing the parameters needing optimization and allowing hyphenation to portable mass spectrometers. Sample contamination and memory effects are reduced by using a disposable and manual sample injector. NanoEESI was applied to ambient mass analysis of paraquat and β-cypermethrin in spiked farmland water.48
Although most PS applications have been performed with in-house built setups,51 commercial devices based on PS ionization (e.g. VeriSpray™ PaperSpray ion source) are available and have been tested for pesticide analysis in whole milk, olive oil and leek homogenate.52,53 PS has been used for the determination of methaldehyde (molluscicide)54 and herbicides55 in environmental waters by direct addition of a sample aliquot onto the paper substrate. Acidification of the solvent favored the formation of protonated molecules against sodium adduct, thus lowering LODs.54 The use of an isotopically labeled IS allowed the quantification of atrazine and metolachlor in the low microgram per liter range by PS-MS/MS. Complex matrices, such as soil extract55 or fruit homogenates,55,56 showed higher limits of detection. In contrast, Guo et al.57 reported that wine samples directly applied on the paper substrate allowed better detection and quantification (using ILIS) than when QuEChERS extracts were prepared. In a recent study, a semi-quantitative approach based on the extraction of tomato peels, instead of the whole vegetable, allowed us to distinguish between stored or field samples.58
For screening purposes, PS-MS/MS allowed the detection of fungicides present on real samples by swabbing fruit peel with paper wetted with solvent, which is further used as a substrate.43,59 The spectra obtained for some citrus fruits showed the presence of imazalil and thiabendazole, identified by MS/MS analysis.59 Sampling by paper wiping has the advantage of collecting a larger amount of analyte from a larger surface area, so higher intensities may be obtained compared to surface analysis of agrochemicals by other ambient techniques such as DESI or LTP.59
PS has been combined with portable mass spectrometers to perform “in situ” analyses, including pesticide testing in food surfaces.43,60 Soparawalla et al.60 determined thiabendazole by PS-MS in oranges using commercially available lens wipes paper (pre-moistened with isopropyl alcohol) on the sample orange surface and as an ionization substrate. Nevertheless, signals, as well as their duration, were one third lower than those obtained from filter paper, which was explained as a consequence of the different porosity of both paper substrates.60 Indeed, the substrate plays a key role in PS-MS, and although both filter55,60 and chromatographic paper49,59 have been widely used, many modifications in the composition of the substrate have been proposed and are described as follows.
The use of a capillary emitter embedded on the paper substrate showed a positive influence on the sensitivity and reproducibility compared with standard PS.61 Pu et al.62 developed a method for the detection of pyrazole fungicides (penflufen, isopyrazam, fluxapyroxad, and pyraclostrobin) in wine using this PS variation with 10 μL of sample with no treatment and bixafen as the IS. LOQs of 2 ng mL−1 were obtained, in compliance with the required regulatory limits. Microfluidics technologies, such as photolithography and wax patterning, have also been tested in order to increase sensitivity.63,64 Photolithography produced a high background signal, but wax barriers improved sensitivity in the detection of atrazine and propazine in spiked tap water, compared to standard PS.63 Paraffin microchannels also showed good results in pesticide analysis (atrazine, diuron and methomyl) in vegetable extracts.65
Chemical modification of substrates was also tested. For instance, a urea-modified paper substrate improved sensitivity in negative PS-MS because it retained anions from the sample solution, thus reducing adduct formation.66 In positive ion mode, a silica-coated paper substrate improved LOQs for 7 pesticides in milk compared to the commercial paper substrate.67 Molecularly imprinted polymers (MIP) have also been combined with PS ionization for herbicide analysis in food.68 MIPs were directly synthesized on cellulose membranes, which were loaded with samples by dipping in different fruit methanolic extracts (apples, bananas and grapes), and then were used as PS substrates after washing and drying. Remarkable selectivity and LOQs below the established MRL (100 μg L−1) were achieved for diuron and 2,4-dichlorophenoxyacetic acid (2,4-D), in positive and negative ion modes, respectively.68 It is also worth mentioning the use of substrate paper coated with carbon nanotubes (CNTs)69 which enabled the ionization of pesticides on orange peel with low voltages – in the range of volts instead of kilovolts commonly used in PS-MS.
Finally, a smart and environmentally friendly modification of PS consists of the replacement of the paper with a natural porous substrate, the sample itself. In this regard, leaf spray (LS)70 is a variation of the PS where the plant tissue acts simultaneously as a substrate, sample and ion source. In this method, the gas phase ions are generated directly from the plant tissue, no other ionization device or support is needed beside the application of HV and a solvent. The direct determination of agrochemicals in fruit and vegetable tissues with no sample pre-treatment was demonstrated.65,71 Signals were observed even without solvent addition, due to the presence of natural juice on fruit and vegetables, but more intense signals and better signal to noise ratios were obtained by adding solvent.71 LODs below EU MRLs were reported65,71 and discrimination between organic and conventional samples was shown,71 also providing a semi-quantitative estimation of the concentration of pesticides in non-organic samples by external calibration. Another variation of paper spray for pesticide analysis is the wooden-tip ESI,72 in which the porous substrate is a toothpick. The narrow-stick shape allows the generation of sharp electrosprays. Sample loading can be carried out by pipetting or directly dipping the wooden-tip into the sample solution. When a high voltage is applied and a few microliters of solvent are added to the tip, spray generation takes place and analyte ions are transferred to the MS. Analysis of beta-cypermethrin in spiked apple juices was satisfactorily performed as a proof of principle of this approach.73
A relatively similar approach was proposed by Shiea et al., so called thermal desorption electrospray ionization (TD-ESI-MS).79 A metal probe is used to sample analytes; then, the probe is located in a pre-heated oven (Fig. 3), with analytes being desorbed with a nitrogen gas stream, transferred into an ESI plume to be ionized, and subsequently detected by MS.
Fig. 3 Schematic diagram of the TD-ESI-MS analytical procedure. Adapted from ref. 83, with permission from Wiley. |
TD-ESI has been used to detect pesticide residues from the surfaces of fruits and vegetables.80,81 The decay, distribution, and removal of pesticides from fruit and vegetable surfaces by soaking in water or detergent baths were studied.80 The technique was useful for the screening of pesticides, but quantitative results could not be provided by TD-ESI in solid samples due to the inhomogeneous distribution of analytes throughout the surface.80,81 TD-ESI has also been applied in the forensic field for the rapid identification of ingested pesticides.82,83 A set of pesticides commonly detected in self-poisoning patients in Taiwan have been analysed by TD-ESI in gastric juice and oral fluid, achieving LODs at the parts per billion level (see Table 1). This involves a quick analytical process, which allows the rapid identification of pesticides before they reach the blood stream in self-poisoning patients, thus offering a promising tool for point-of-care based on ambient mass spectrometry.
In these ionization sources, a gas flow (e.g. He, N2 or air) is excited by an electrical discharge produced between two electrodes by applying either a direct-current (DC) or an alternating-current (AC) voltage at frequencies from kilohertz to several megahertz. Here, APCI-related ionization sources are sorted out into three groups, according to the featured discharge: (a) glow discharge (GD) which is generated by DC voltage currents from hundreds of microamperes to several milliamperes and heating of the plasma gas; (b) corona discharge (CD) which is produced around the tip of a needle electrode by DC supply and generates currents in the low microampere range; and (c) dielectric barrier discharge (DBD) which is generated by an AC supply between two electrodes separated for at least one dielectric layer, providing a plasma close to room temperature and currents in the microampere range. For details about the fundamentals of plasma physics the readers are referred to specific literature.85 Schematic representations of APCI-related ionization sources are shown in Fig. 4 and 5. A summary of different methods developed for pesticide analysis using these sources is shown in Table 2.87–141
Fig. 4 Schematic representations of (a) DART (ref. 11); (b) sample holder and upper view of TM-DART (ref. 86); (c) DBDI (pin-to-plate) (ref. 121); (d) LD-DBDI (ref. 123); (e) ACaPI source (inner (I.E.) and outer electrodes (O.E.) are shown) coupled to the SPME desorption chamber (ref. 128); (f) LTP (ref. 118); (g) ultrasonic-assisted desorption DBDI-MS (ref. 136); (h) pin-to-plate and pin-to-capillary configurations of FAPA (ref. 103). For details, see text. Adapted with permission from the publishers (ACS, Elsevier and Royal Society of Chemistry). |
Fig. 5 Schematic representations of: (a) DAPCI (ref. 110); (b) TDCI (ref. 111); (c) DAPPI (ref. 138); (d) DCBI (ref. 113). For details, see text. Adapted with permission from the publishers (Wiley, Elsevier, Royal Society of Chemistry and ACS respectively). |
Compounds | Matrix | Ambient ionization technique | Sample preparation | MS analysis | Analytical performance | Ref. |
---|---|---|---|---|---|---|
a IT, ion trap; IT-SPME, in-tube solid phase microextraction; LIT, linear ion trap; Q, single quadrupole; QqQ, triple quadrupole; Q-TOF, quadrupole time-of-flight. | ||||||
DART | ||||||
Strobilurins fungicides: Azoxystrobin, dimoxystrobin, kresoxim-methyl, picoxystrobin, pyraclostrobin, and trifloxystrobin | Wheat | DART, He; confirmatory analysis: DESI, methanol/water (1:1) (0.1% formic acid) | DART-TOFMS: extraction with ethyl acetate. DESI-MS/MS: microextraction with a C18 pipet tip using methanol as the extracting solvent | TOFMS | LOQs 5–30 μg kg−1 | 87 |
Dicyandiamide | Powdered milk | TM-DART using He as the ionization gas | Extraction with acetonitrile/water (8:2) | Q-TOFMS | LOQ: 250 μg kg−1 | 88 |
50 pesticides (positive and negative ionization) | Red and white wine | TM-DART, He | Modified QuEChERS procedure | QqQ-MS/MS and TOFMS | (i) DART-QqQ MS/MS, LOQs 1–100 μg L−1; (ii) DART-TOFMS, LOQs 25–250 μg L−1 | 89 |
31 pesticides (positive ionization) | Red and white wine | TM-DART, He | Direct determination | QqQ-MS/MS and TOFMS | (i) DART-QqQ MS/MS, LOQs 25–500 μg L−1; (ii) DART-TOFMS, LOQs 100–500 μg L−1 | 90 |
Amitrole, cyromazine, diethanolamine, melamine, propamocarb, 1,2,4-triazole, and triethanolamine | Lettuce and celery | DART using He as the ionization gas | Modified QuPPe procedure | Orbitrap MS | LOQs 50–190 μg kg−1 | 91 |
Thiram and ziram | Fruits | DART, He | Surface extraction with acetonitrile | TOFMS and Orbitrap MS | LOQs: (i) DART-TOF: 1000 and 500 μg kg−1 for thiram and ziram, respectively; and (ii) DART-Orbitrap: 100 and 1000 μg kg−1 for thiram and ziram, respectively | 41 |
132 pesticides | Surfaces of grapes, apples, and oranges | TM-DART using He as the ionization gas | Sampling with foam swabs | Orbitrap MS | Using foam swabs: 86% target analytes detected at levels of 2 μg kg−1 (apples or oranges) and 10 μg kg−1 (grapes) | 93 |
Mixtures of 240, 140, 132 and 60 pesticides | Surfaces of apples, kiwis, peaches and tomatoes | DART using He as the ionization gas | Sampling with foam swabs | Orbitrap MS | More than 80% of target analytes were detected at levels of 2, 5 and 10 μg kg−1 | 94 |
164 pesticides | Surfaces of apples, oranges, and broccoli | TM-DART using He as the ionization gas | Sampling with polyurethane foam disks | Q-Orbitrap MS | Spiked pesticides at a concentration of 10 μg kg−1 were 100% detected on apples and oranges, and 80% on broccoli | 95 |
Dimethoate, malathion, and methamidophos | Surfaces of cherry tomatoes, oranges, peaches, and carrots | TM-DART using He as the ionization gas | Sampling by two kinds of swabs: (i) cotton, and (ii) polyester | Orbitrap MS | Concentrations (μg L−1): dimethoate (20 and 200), methamidophos (200), and malathion (80 and 800) | 96 |
Ametryn, atrazine, prometon, prometryne, propazine, and simazine | Lake water and orange juice | DART using N2 as the ionization gas | IT-SPME | TOFMS | LOQs: 0.06–0.46 μg L−1 | 97 |
19 pesticides | Concord grape juice, orange juice, cow milk, and river water | TM-DART using He as the ionization gas | SPME extraction performed on the coated mesh | QqQ-MS/MS | LOQs, concord grape juice and surface water (0.1–5 μg kg−1); orange juice (0.1–0.5 μg kg−1); cow milk (0.1–1 μg kg−1) | 99 |
APGD | ||||||
Thiabendazole | Lemon skin | FAPA (pin-to-plate design), He gas flow, 0.8 L min−1; operating current, 25 mA | Surface rubbed with a polyester swab | TOFMS | Not available | 101 |
10 pesticides | Spiked fruit juices and fruit peel (apples, cranberries, grapes, oranges, and salad leaves) | FAPA (pin-to-plate design), He; DC 0.5 kV, 40 mA | Fruit juices spotted on filter paper; pesticide solution spotted on the fruit/vegetable surface | Q-TOF-MS/MS | LODs, (i) fruit juices, 1–500 μg L−1; (ii) apple skin, 0.01–5 μg kg−1 | 102 |
Ametryn, diphenylamine, ethoxyquin, isofenphos-methyl, isoproturon, malathion, parathion-ethyl, and terbuthylazine | Standards | FAPA (pin-to-capillary design), He, | Not required | LIT-MS/MS | LODs: 0.004–9.2 fmol | 103 |
Ametryn, amitraz, buprofezin, dimethoate, diphenylamine, imazalil, isoproturon, malathion, and parathion-ethyl | Peels and extracts of apples, oranges, tomatoes, green peppers, grapes, and celery | MFGDP, He 0.6 L min−1; DC 820 V, 15 mA | Two approaches: (i) QuEChERS, and (ii) direct determination on peel | IT-MS/MS | LODs, 0.13–3.09 μg kg−1 for fruit and vegetable extracts (QuEChERS) | 105 |
Corona discharge | ||||||
Atrazine | Unripe pumpkin surface and cloths | DAPCI using ambient air as the discharge gas | Not required | LIT-MS/MS | 1–10 pg of atrazine detected | 110 |
Dimethoate | Orange juices | TDCI using ionic liquid (1-butyl-3-methylimidazolium bromide salt) | Not required | LIT-MS/MS | LOD 0.9 ng L−1 | 112 |
12 pesticides | Standards | DCBI source using He as the discharge gas | Not required | Q-MS | LODs 1–9.6 ng | 113 |
Acephate, isoprocarb, dimethoate, dichlorvos, and dicofol | Spiked water, river water, tap water, and wastewater | DCBI source using He as the discharge gas | Microextraction in the PDMS substrate | LODs of 1 μg L−1 | 114 | |
Dicrotophos, pirimicarb, carbaryl, and triazophos | Standards | RTILs matrix-assisted DCBI, using He as the discharge gas | Not required | Q-MS | LODs: 2–10 ng | 115 |
DBD | ||||||
Prochloraz, propazine, and spinosad | Standards | LD-DBDI, He 0.2 L min−1; AC, 20 kHz, 4.5 kV | None | ITMS | Not available | 123 |
Dichlorvos, diethyl ethylphosphonate, diisopropyl methylphosphonate, dimethyl methylphosphonate, and diethyl phosphoramidate | Standards | ACaPI, 1.6 kV, 5.75 kHz | None | Portable LIT-MS/MS | LODs: 1.0–6.3 μg L−1 | 124 |
13 agrochemicals | Fruit peels, fruit/vegetable extracts and water | LTP, He 0.4 L min−1; AC, 2.5 kHz, 5–10 kV; 150 °C heated surface (except direct peel analysis) | Two approaches: (i) direct determination on fruit peel or spiked water, and (ii) QuEChERS extracts | LIT MS/MS | LODs QuEChERS extracts: pepper (0.4–200 μg kg−1); oranges (0.4–20 μg kg−1); tomatoes (0.2–20 μg kg−1) | 132 |
Acetamiprid, cyprodinil, fenhexamid, and fludioxonil | Grapes and raspberries | LTP, He 0.3 L min−1; AC, 10 kV, 30 kHz; 150 °C heated substrate | QuEChERS (citrate buffer) extracts | Orbitrap MS | LOQs ranged from 1 to 70 μg kg−1 | 133 |
10 multiclass fungicides | Red wine | LTP, He 0.45 L min−1; AC, 6.2 kV, 2.5 kHz; 120 °C heated substrate | Dilution (1:5) with ACN | IT-MS/MS | LODs, ranged between 15 and 300 μg L−1 | 134 |
12 pesticides | Broomcorn | TD-LTP, He 0.15 L min−1; 180 °C for TD; 0.1 L min−1 air flow for sample transport | Methanolic extraction in an ultrasonic bath | QqQ MS | LODs ranged between 10 and 1000 μg L−1 | 135 |
Carbaryl, gramicidin S, imazalil, and spinosad | Standards | Modified LTP, He 0.25 L min−1; desorption by an ultrasonically vibrating blade | None | Orbitrap MS | LODs 0.1–100 ng | 136 |
Diphenylamine | Apples | LTP (reduced size), He 0.3 L min−1; AC, 17 kV, 6 kHz | None | LIT-MS/MS (portable) | — | 60 |
11 pesticides | Standards | Handheld LTP, 7.4 V, 900 mA h Li–polymer battery; (i) air, 0.1 L min−1; (ii) and (iii) He, 0.1 L min−1 | None | (i) And (ii) LIT MS/MS; (iii) mini MS | (i) LTP (air)-MS/MS, LODs 0.004–300 ng; (ii) LTP (He)-MS/MS, LODs 0.001–0.9 ng; (iii) LTP (He)-MS (mini), LODs 0.1–200 ng | 137 |
Photoionization | ||||||
Aldicarb, carbofuran, ditalimfos, imazalil, methiocarb, methomyl, oxamyl, pirimicarb, and thiabendazole | Standards and orange peel | DAPPI using different solvents (acetone, toluene, and anisole) as spray solvents. For orange peel analysis, acetone was selected as the spray solvent | Not required | IT-MS | LODs: 30–300 pg (0.14 to 1.4 pmol) | 140 |
Acetamiprid, clothianidin, imidacloprid, thiacloprid, and thiamethoxam | Standards and thiacloprid detection on fresh rose leaves and turnip rape flowers | DAPPI using acetone as the spray solvent | Not required | IT-MS | LODs: 0.1–1 μg L−1 (0.4–5.0 fmol) for standard analytes | 141 |
A set of different sampling assemblies have also been developed together with DART including the, so called, transmission mode DART (TM-DART),86 and different autosamplers and pipette-based devices for sampling solid, liquid or gas samples. Thus, strobilurin fungicide residues were determined in wheat samples by Schurek et al.87 by DART-TOF-MS. The utility of the DART-TOFMS method for a rapid qualitative screening of the target fungicides in wheat grains without sample preparation requirements was attempted at concentration levels close or higher than the established MRLs. For quantitative purposes, the extraction of pesticides was carried out with ethyl acetate prior to DART-TOFMS analysis. The obtained LOQs (ranging 5 to 30 μg kg−1) were lower than MRLs, and approached the results obtained by conventional LC-MS/MS using QuEChERS extraction.
The same group also showed the applicability of this methodology for the analysis of two dithiocarbamate fungicides (thiram and ziram) in pears.41 Solvent extraction of the fruit surface with acetonitrile was preferred to the QuEChERS procedure. The obtained LOQs comply with the EU-MRLs of fruit crops, and quantitative analysis was possible using ILIS. These results were compared to surface analysis of fruits by DESI-MS/MS, which was suitable for thiram but not for ziram.
DART-Q-TOF-MS/MS was used in a collaborative study of Zhang and Dong88 for the confirmation and quantification of dicyandiamide in powdered milk, using simple extraction with a mixture of water and acetonitrile. Quantitative analyses were performed with a high reproducibility without ILIS (commonly used to correct fluctuations in the desorption step) using TM-DART (Fig. 4b). The results showed that TM-DART was useful for semi-quantitative analysis of pesticides in insecticide-treated nets at concentration levels lower than 0.5 mg m−2 (10 ng) of deltamethrin, using either He or N2 as the discharge gas. The use of a fixed geometry eliminated the need for sample position optimization.
Zhang and Dong also reported that TM-DART provided enhanced precision compared to other sampling devices for the determination of pesticide residues in wine samples.89,90 Quantitative analysis of the targeted pesticides was performed with a triple quadrupole instrument operated in multiple reaction monitoring mode. Direct determination of pesticides in red or white wine was achieved in 3 min with LOQs ranging from 25 to 500 ng mL−1. However, QuEChERS treatment was found to be useful to minimize matrix effects and improve sensitivity (for 31 out of 50 pesticides) and LOQs (decreased up to 1–100 ng mL−1).90 Likewise, Lara et al.91 also implemented the use of the Quick Polar Pesticide extraction (QuPPe) method92 with an additional clean up step in order to enable the determination of a group of polar pesticides in lettuce and celery by DART coupled to HRMS.
The use of foam swabs wetted with a solvent as the sampling method on the surfaces of fruits and vegetables has been tested. Polyurethane foam swabs were proven to be effective for the analysis of pesticide mixtures containing over two hundred species.93–95 A temperature gradient in the DART gas heater allowed the detection of such a great number of pesticides in a 3 min run. Cotton and polyester cleaning swabs were also useful96 although polyester swabs have the disadvantage that their “background” ions themselves dominate the spectrum.
Desorption temperature provided by the gas heater is one of the most critical analyte-dependent factors to be optimized, since it must be compatible with the sampling method (i.e. not degrading swabs or solid substrates) while providing effective desorption with a high signal (which may include thermally labile compounds).
Solid-phase microextraction (SPME) has been combined with DART for analyte preconcentration and reduction of matrix effects for liquid samples. Wang et al.97 analyzed triazine herbicides in lake water and orange juice by coupling of in-tube SPME (IT-SPME) with DART-MS. IT-SPME is based on the use of a carbon-nanotube-incorporated polymer monolith and the online analyte desorption by the DART-MS system, leading to analyte desorption and ionization. Method precision was improved using an ILIS, and LOQs ranged from 0.06 to 0.46 ng mL−1. The direct hyphenation of SPME to TM-DART (SPME-TM-DART) was introduced by Gómez-Ríos and Pawliszyn,98 based on a metallic mesh coated with adsorbent particles which extracts the target analytes. SPME-TM DART devices were used for screening and quantification of pesticides in food (grape juice, orange juice, and cow milk) and environmental matrices (river water).99 The total analysis time did not exceed 2 min per sample with LOQs in the range of 0.1–5 μg kg−1.
Therefore, to some extent, the analysis of pesticide residues in complex samples by DART-MS, and also by most of the ambient MS methods described, requires some sample treatment in order to reduce matrix effects to achieve both LOQs complying with the stringent regulations and to improve precision. Notably, some approaches that utilize minimal sample manipulation (e.g. surface extraction, SPME) give satisfactory quantitative results, particularly when ILIS is used.
For instance, thiabendazole was detected on lemon skin by wiping the surface with a swab and exposing it to FAPA.101 The direct exposure of apple skin spiked with a mixture of pesticides (alachlor, atrazine, carbendazim, carbofuran, dinoseb, isoproturon, metolachlor, metolcarb, propoxur, and simazine) yielded LODs in the range of 0.01–2.0 ng g−1, below the MRLs set by the EU for the entire crop (in the range of 50–100 ng g−1).102 Trace analysis of pesticides in spiked fruit juices from apples, cranberries, grapes, and oranges was performed by pipetting 1 μL of the juice into pieces of filter paper subsequently exposed to the afterglow. A hybrid Q-TOF was used, but the response of spiked fruit juices at different concentrations was not linear and the precision was around 20%. A standardized method for sample positioning, together with the use of ILIS may solve the problems associated with reproducibility.
Shelley et al.103 developed an improved design of the FAPA source (Fig. 4h) leading to background signal reduction in both positive and negative ionization modes (89% and 99%, respectively), and, in addition, the capillary anode reduced the quantity of atomic oxygen (responsible for analyte oxidation in the pin-to-plate configuration). LODs obtained were ca. one order of magnitude better than related plasma-based methods.
An approach, conceptually similar to FAPA, that has also been reported for pesticide testing, is microfabricated glow discharge plasma (MFGDP). It consists of a small planar ceramic chamber with DC voltage applied between two plate electrodes.104 It features lower gas temperatures than FAPA. Semi-quantitative analysis of pesticides was performed with QuEChERS extracts of fruits and vegetables by MFGDP-MS/MS.105 The solutions were spotted onto a filter paper and exposed to the plasma, achieving LODs between 0.13 and 3.1 ng g−1 and linearity up to two orders of magnitude.
Besides DAPCI, other corona-based ambient MS methods are also shown in Fig. 5. Thermal dissociation atmospheric chemical ionization (TDCI) was developed in 2011 by Han et al.111 Ionic liquids (green solvents) are used to produce reagent ions by thermal dissociation processes; these reagent ions interact with the analytes of the raw samples yielding analyte ions that are transferred to the MS. The original design of this source included two electrode plates assembled in a 90-degree configuration in front of the MS inlet and a heatable sample holder (see Fig. 5b). The detection of both polar and nonpolar (nonvolatile) compounds was demonstrated.111 A second design was used by Ouyang et al.112 for dimethoate in orange juices, achieving a low LOQ (0.9 pg mL−1) with no sample workup. Nevertheless, the authors reported some constraints of the technique due to the use of ILs, such as the possible contamination of the ion source with the continued used of these solvents and their high proton affinity, which hinders its application.
Another corona-based approach described by Wang et al.113 is desorption corona beam ionization (DCBI) (Fig. 5d). It has similarities with the DART source, such as the use of He (discharge gas) and the need of heating the gas for sample desorption. The DCBI source produces a visible corona beam, allowing sampling area localization, thus being useful for imaging/surface experiments. In addition, it also allows gradient temperature operation, which permits sequential sample desorption to achieve a rough separation of analytes from complex mixtures. Pesticides were studied using this source, achieving absolute LODs ranging between 1 and 9.6 ng. In order to avoid sampling difficulties in liquid or gaseous matrices, the use of polydimethylsiloxane (PDMS) was also proposed as a sampling substrate (by immersion in water).114 An improvement in LODs (1 μg L−1) for pesticide (acephate, isoprocarb, dimethoate, dichlorvos, and dicofol) detection in water, together with an increase in the number of identifiable compounds was achieved. Likewise, other improvements were proposed by Wang et al.115 based on room temperature ionic liquid (RTIL) matrix-assisted DCBI.
Ambient MS applications of the ACaPI source include the analysis of the pesticide dichlorvos, with a handheld mass spectrometer.127 Pesticide testing using the ACaPI source involves so far, the use of hyphenated LC-MS or GC-MS techniques,126 or the use of solid-phase microextraction (SPME)128 with the SPME fibers used as substrates for subsequent thermal desorption and analyte ionization.
The first thorough study of LTP-MS applied to pesticide testing in fruit extracts deposited over a glass surface and fruit peels was performed by Wiley et al.132 Notably, the peak signal in LTP experiments was distinctly enhanced when the substrate was heated.118,132 LODs in the range from 0.2 to 200 ng g−1 were obtained for pesticides in spiked QuEChERS extracts of pepper, tomatoes and oranges using LTP-MS/MS with a heated substrate at ca. 100 °C.132 With a high-resolution Orbitrap MS instrument, LOQs in the range of 1–7 ng g−1 were obtained for a group of pesticides in grape and raspberry QuEChERS extracts, distinctly below the MRLs.133 Moreover, some authors have reported successful results in the direct analysis of samples without pretreatment. As an example, simple dilution applied to wines was enough to obtain LODs between 15 and 300 ng mL−1 for ten fungicides by LTP-MS/MS using an ion trap mass spectrometer.134 These values fulfilled the established MRL values, highlighting the usefulness of LTP-MS for the qualitative analysis of real samples with no sample treatment.
Wang et al.135 described thermal desorption LTP (TD-LTP) as a coupling between a thermal desorption sample injector and an LTP probe. A PTFE swab is used to wipe out a solid sample surface, or it is wetted by a liquid sample or extract, and finally the swab is inserted into the TD module. The desorbed molecules are transported by an air current into the LTP plasma jet, which interacts only with the sample in the gas phase, resulting in an increase in sensitivity and stability compared with conventional LTP. TD-LTP was used for the detection of 12 pesticides in broomcorn, using ultrasound-assisted extraction with methanol and the extract was deposited on a PTFE swab prior to TD-LTP-MS analysis. LODs ranged between 0.01 and 1 μg mL−1 for solvent standards.135
A different approach, proposed by Usmanov et al.,136 studied the desorption of low-volatility compounds by liquid–solid friction. Microdroplets (ca. 30 μm diameter) of water/methanol (1:1) were produced by a piezoelectric generator and spotted on the flat surface of an ultrasonically vibrating blade (Fig. 4g); microdroplet cavitation at the hitting interface was supposed to be the cause of the neutral desorption of analytes. The vaporized analytes were subsequently ionized by a modified LTP quartz capillary probe in which the pin electrode extends outside the capillary, so the plasma jet is cut off. The analytes gave strong signals, which were not observed when either the blade vibrator or the piezoelectric microdroplet generator was off. LODs ranged from 0.1 to 100 ng (Table 2).
One of the most attractive features of ambient ionization sources is the possibility to perform “in situ” analysis. The combination of LTP with a portable MS has been proven useful as a high throughput screening method to differentiate between organic and non-organic apples.60 Wiley et al.137 developed a handheld LTP source powered by a small battery and either helium or compressed air was used as the discharge gas. As expected, helium provided better LODs than air. Despite the reduction of gas and power consumption, the handheld source showed similar or slightly better analytical performance than the standard LTP, and LODs ranged between 0.001 and 0.9 ng, increasing up to 0.1–200 ng when a portable mini-MS was used.
Vaikkinen et al.141 compared the use of DAPPI and DESI to analyze neonicotinoid compounds (thiacloprid, acetamiprid, clothianidin, imidacloprid, and thiamethoxam). DAPPI gave signal-to-noise ratios from 2 to 11 times better than DESI. LODs ranged from 0.4 to 5.0 fmol for neat standard solutions. DAPPI was also used to detect thiacloprid on fresh rose leaves and turnip rape flowers. Analysis of plant material was performed by DAPPI with no further requirements of extraction or sample preparation.
In contrast, three main limitations may be observed for direct determination on foods with ambient MS methods. Firstly, direct surface analysis is affected by the nonhomogeneous pesticide distribution on the sample surface, which makes quantification efforts and method validation highly challenging. Secondly, in most ambient MS methods, only a small portion of the surface is investigated so the analysis may not achieve the required detection levels (MRL values, normally provided in mg kg−1 for the whole crop) depending on the studied surface (sweet spot effect). These limitations are usually avoided by the use of extraction techniques, such as surface liquid extraction, the use of dedicated procedures such as the QuEChERS procedure, or sampling the targeted surface with swabs, paper or foam disks wetted with an appropriate mixture of solvents, with the subsequent determination directly on the sampling substrate by an ambient MS method. A relatively low portion of the literature deals with quantitative analysis at low concentration levels, for instance with the use of ILIS. This issue yet remains one of the main challenges to solve given the lack of homogeneity in the distribution of pesticides in the sample. Thirdly, the occurrence of matrix effects in quantitative ambient MS methods should not be overlooked. There is a lack of thorough evaluation of matrix effects, although some studies have addressed this aspect.144
Finally, one of the most attractive features of ambient ionization sources is their use in portable mass spectrometers to perform in situ analysis. Amongst the ionization sources that have been coupled to a portable mass spectrometer we should mention DESI,42 PS,60 LTP137 and ACaPI.127 This is, definitely one of the most promising venues where ambient MS is expected to grow, as the availability of reliable portable MS instruments increases.8
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