2015 Volume 40 Issue 4 Pages 200-207
Although the interest of the QuEChERS method has been increasing in Japan due to its simplified method, there is no information on the difference in cleanup degree between the official method for multiresidue pesticide analysis in Japan and the QuEChERS method. The purpose of this study was to compare the matrix components remaining in the sample extracts prepared using two different methods. A metabolomics technique was used to investigate the matrix components. The result showed that sugars, flavonoids, and fatty acids remained in the sample extracts using the QuEChERS method. The lack of a buffer solution and insufficient dehydration were considered as reasons for the remaining sugars and flavonoids. In the case of fatty acids, the ion exchange interaction was insufficient using dispersive SPE. Whichever preparation was used, matrices specific to the sample, such as caffeine in powdered green tea, capsaicins in chili peppers, or gingerols in ginger, remained.
With the introduction of the Japanese Positive List System (JPL) by the Ministry of Health, Labour and Welfare (MHLW) in Japan,1) the multiresidue analysis became a major part of pesticide analyses. The multiresidue pesticide analysis method was based on Fillion’s study,2,3) and this was a significant change. In the classical method, acetone extraction, liquid–liquid extraction, and a filled column, such as the florisil or silica gel column, had been used for the single or group analysis, while acetonitrile extraction, C18 solid-phase extraction (SPE), and double-layered SPE with carbon black and amino-propyl silica gel are used for the multiresidue analyses.
On the other hand, the QuEChERS (Quick, Easy, Cheap, Effective, Rugged, Safe) method4,5) has been developed by Anastassiades and Lehotay and standardized as the AOAC 2007.01.6) and EN 15662 methods.7) The significant features of this method are the nonuse of glassware, no filter suction, and no need to evaporate. Using dispersive SPE is also an important feature of the QuEChERS method. Recently, the interest of this simplified method has been increasing in Japan. Okihashi et al.8,9) evaluated its rapid approach; however, concerned about the weak extraction potency and insufficient cleanup, they modified the QuEChERS method.
Incidentally, Sugitate et al.10,11) have studied the matrix components in the pesticide analysis using a metabolomics technique. Metabolites are small molecular compounds existing in all living beings, that is to say, plants, animals and microbes. Many metabolites have polar functional groups, such as carboxyl, amino, or hydroxyl, to metabolize in living organisms. Some metabolites can be analyzed by gas chromatography-mass spectrometry (GC-MS) without derivatization, but most of them turn into highly volatile and less polar compounds with derivatization, and a highly sensitive analysis is possible. Metabolomics is a comprehensive study to analyze these compounds for various purposes, such as clarification of diseases, plant breeding, and development of biofuels.
The purpose of this study was to reveal the difference in the matrix components between the multiresidue pesticide analysis in Japan and the QuEChERS method using the metabolomics technique. Understanding the differences provides us with important information for further method improvement or development because matrices sometimes interfere with the pesticide peaks, shift the pesticide’s retention time (tR) or cause the matrix effect. Many kinds of samples were chosen in order to investigate various components from agricultural products.
Spinach, ginger, avocados, tomato juice (from concentrated juice, additive-free), black sesame, raisins, toasted soybean flour, chili peppers and powdered green tea were selected as the different types of foods. Several of these samples are generally difficult to analyze because of their heavy matrices. Spinach and powdered green tea contain pigments; avocados have a lot of fats; raisins contain much sugar; toasted soybean flour has high protein; and ginger, chili pepper, sesame and powdered green tea have specific matrices.
2. ChemicalsAcetone and n-hexane for the pesticide and PCB analyses were obtained from Wako Pure Chemical Industries, Ltd. (Osaka, Japan). Acetonitrile for the LC-MS was obtained from Kanto Chemical Co., Inc. (Tokyo, Japan). Methoxyamine hydrochloride and pyridine hydride were also obtained from Kanto Chemical Co., Inc. (Tokyo, Japan). N-Methyl-N-trimethylsilyltrifluoroacetamide (MSTFA) with 1% trimethylchlorosilane (TMCS) was obtained from Thermo Fisher Scientific (Rockford, IL, USA). Myristic acid-d27 was used as an internal standard and purchased from Sigma-Aldrich (St. Louis, MO, USA).
Bond Elut C18 (1,000 mg), carbon/NH2 (500 mg/500 mg) and the QuEChERS kits were obtained from Agilent Technologies (Folsom, CA, USA).
3. Sample preparationThe sample preparations were performed according to the Multiresidue Method for Agricultural Chemicals by GC-MS (Agricultural Products) in the “Analytical Method for Residual Compositional Substances of Agricultural Chemicals, Feed Additives, and Veterinary Drugs in Food” under the Japanese Positive List System of the MHLW (hereafter, called the JPL method) and the QuEChERS method. The difference between the JPL method and the QuEChERS method was the buffer solution. A phosphate buffer was added apart from the water addition for swelling of the samples in the JPL method; otherwise, water was added just after sampling, and the buffering function worked by just adding salt in the QuEChERS method. Due to the fact that the amount of water during the salting out was different between the two methods, the relationship of the sample amount, acetonitrile amount, and water amount during the salting out is shown in Table 1. As for the QuEChERS method, there are two types of methods, AOAC and EN. The main difference between these two methods is the type of salt used during the salting out. Sodium acetate is used in the AOAC method, and sodium citrate is used in the EN method. There are some dispersive SPE kits based on the types of samples, and the combinations of the QuEChERS dispersive SPE kits and samples are shown in Table 2. For the JPL method, Bond Elut C18 SPE was used before the carbon/NH2 cleanup for the avocado, sesame, toasted soybean flour and chili pepper in order to remove the fats.
Sample | JPL method | QuEChERS EN methodc) | |||||
---|---|---|---|---|---|---|---|
Sample amounta) | Watera) | ACNb) | Buffer solution | Sample amount | Water | ACNb) | |
Tomato juice | 4 g (20 g) | none | 20 mL | 20 mL | 10 g | none | 10 mL |
Spinach | 4 g (20 g) | none | 20 mL | 20 mL | 10 g | none | 10 mL |
Avocado | 4 g (20 g) | none | 20 mL | 20 mL | 10 g | none | 10 mL |
Ginger | 4 g (20 g) | none | 20 mL | 20 mL | 10 g | none | 10 mL |
Chili pepper | 2 g (10 g) | 4 mL (20 mL) | 20 mL | 20 mL | 2 g | 10 mL | 10 mL |
Sesame (black) | 2 g (10 g) | 4 mL (20 mL) | 20 mL | 20 mL | 5 g | 10 mL | 10 mL |
Toasted soybean flour | 2 g (10 g) | 4 mL (20 mL) | 20 mL | 20 mL | 5 g | 10 mL | 10 mL |
Raisin | 2 g (10 g) | 4 mL (20 mL) | 20 mL | 20 mL | 5 g | 7.5 mL | 10 mL |
Powdered green tea | 1 g (5 g) | 4 mL (20 mL) | 20 mL | 20 mL | 2 g | 10 mL | 10 mL |
a) Sample was divided into five before salting out. ( ) indicates the original amount. b) Acetonitrile. c) In the case of AOAC method, sample amount, water volume and acetonitrile volume were 1.5 times than those of EN method.
Category | AOAC | EN | ||
---|---|---|---|---|
Contents | Sample | Contents | Sample | |
General fruits and vegetables | PSA 400 mg | Ginger | PSA 150 mg | Ginger |
MgSO4 1,200 mg | MgSO4 900 mg | |||
Fruits and vegetables with fats and waxes | PSA 400 mg | Sesame | PSA 150 mg | Avocado |
C18EC 400 mg | Toasted soybean flour | C18EC 150 mg | Chili pepper | |
MgSO4 1,200 mg | MgSO4 900 mg | Sesame | ||
Toasted soybean flour | ||||
Pigmented fruits and vegetables | PSA 400 mg | Powdered green tea | PSA 150 mg | Raisin |
GCB 400 mg | Spinach | GCB 15 mg | Tomato juice | |
MgSO4 1,200 mg | Raisin | MgSO4 900 mg | ||
Tomato juice | ||||
Highly pigmented fruits and vegetables | PSA 150 mg | Powdered green tea | ||
GCB 45 mg | Spinach | |||
MgSO4 900 mg | ||||
Fruits and vegetables with pigment and fats | PSA 400 mg | Avocado | ||
C18EC 400 mg | Chili pepper | |||
GCB 400 mg | ||||
MgSO4 1,200 mg |
The sample solution was adjusted to 1 mL containing 1 g of the sample to compare the matrices (in the case of the powdered green tea, a 5 mL sample solution contained a 1 g sample) because the sample amount in 1 mL of the final solutions for the pesticide analysis was different depending on which method and which sample were used. The sample solution was analyzed with and without derivatization. The advantages of the derivatization are vaporization and highly sensitive analysis of the polar components and utilization of the metabolomics library, which contains the derivatized spectra and the retention time (tR) information, while the relationship between the eluted tR of pesticides and matrix components can be obtained without derivatization. The relationship between the sample amount and corresponding volume for the pesticide analysis and matrix evaluation is shown in Table 3.
Sample | JPL method | QuEChERS method | ||||
---|---|---|---|---|---|---|
Sample amount | Corresponding volumea) for pesticide analysis | Corresponding volumea) for matrices evaluation | Sample amount | Corresponding volumea) for pesticide analysis | Corresponding volumea) for matrices evaluation | |
Tomato juice | 4 g | 2 mL | 4 mL | 10 g | 10 mL | 10 mL |
Spinach | 4 g | 2 mL | 4 mL | 10 g | 10 mL | 10 mL |
Avocado | 4 g | 2 mL | 4 mL | 10 g | 10 mL | 10 mL |
Ginger | 4 g | 2 mL | 4 mL | 10 g | 10 mL | 10 mL |
Chili pepper | 2 g | 1 mL | 2 mL | 2 g | 10 mL | 2 mL |
Sesame (black) | 2 g | 1 mL | 2 mL | 5 g | 10 mL | 5 mL |
Toasted soybean flour | 2 g | 1 mL | 2 mL | 5 g | 10 mL | 5 mL |
Raisin | 2 g | 1 mL | 2 mL | 5 g | 10 mL | 5 mL |
Powdered green tea | 1 g | 1 mL | 5 mL | 2 g | 10 mL | 10 mL |
a) Corresponding volume means the final sample solution volume which corresponded to sample amount.
The derivatization procedure was followed using our previous report.10,11) The sample solutions were dried by a centrifugal concentrator before derivatization. The residues were then methoxyaminated with methoxyamine hydrochloride in pyridine (20 mg/mL) for 90 min at 30°C. For the trimethylsilylation, MSTFA+1% TMCS was added to the methoxyaminated samples, and the mixtures were reacted for 30 min at 37°C. We also tested the sample solutions without derivatization. To identify the matrix components, the Fiehn metabolomics library with tR information (Agilent Technologies)12) and the NIST Mass Library (National Institute of Standards and Technology, USA) were used. An Agilent 7890B gas chromatograph equipped with a 5977 single quadrupole mass spectrometer and 7693A autoinjector was used to analyze the matrix components (Agilent Technologies, DE, USA). The analytical system and conditions are described in the following section.
4.3. Analytical system and condition4.3.1. With derivatizationInjection liner, Ultra Inert liner, split, single taper, with wool (Agilent Technologies, Middleburg, Netherlands); column, DB-5msDG, 30 m×0.25 mm i.d., 0.25 µm thickness (nonpolar deactivated precolumn connected to DB-5ms, 10m), (Agilent Technologies, Middleburg, Netherlands); oven temperature program, 60°C (1 min hold) to 325°C at 10°C/min (10 min hold); injector temperature, 250°C; injection mode, split (split ratio, 10 : 1); carrier gas, helium 1.1 mL/min constant flow; transferline, 290°C; ion source temperature, 250°C; scan range, m/z 50–600.
4.3.2. Without derivatizationInjection liner, Ultra inert liner, splitless, single taper, with wool, (Agilent Technologies, Middleburg, Netherlands); column, VF-5 msec, 30 m×0.25 mm i.d., 0.25 µm thickness (Agilent Technologies, Middleburg, Netherlands); oven temperature program, 70°C (2 min hold) to 150°C at 25°C/min, to 200°C at 3°C/min, then to 310°C at 8°C/min (5 min hold); injector temperature, 250°C; injection mode, pulsed splitless (25 psi, 1 min); carrier gas, helium 1.1 mL/min constant flow; transferline, 280°C; ion source temperature, 300°C; scan range, m/z 50–550.
All sample solutions except that for the ginger, which were treated by the QuEChERS method, contained high amounts of sugars and flavonoids. These components were not observed until they were derivatized. The comparison chromatograms of the powdered green tea with/without derivatization are shown in Fig. 1. The detected matrix components and their intensities from each extract are shown in Table 4. Comparative example chromatograms of the powdered green tea, which were extracted by the JPL method and the QuEChERS AOAC method, are also shown in Fig. 2. A high amount of fructose was observed in the chromatograms of the tomato juice, raisin and chili pepper extracts. Flavonoids were extracted from the toasted soybean flour (e.g., daidzein and genistein) and powdered green tea (i.e., catechins). Since both the sugars and flavonoids have many hydroxyl groups, one probable reason was the lack of a buffer solution. For example, 15 g of tomato juice was extracted with 15 mL of acetonitrile, then salted out into water and acetonitrile layers with 15 mL of acetate buffer solution in the QuEChERS AOAC method, while 20 g of tomato juice was extracted with acetonitrile and diluted with acetonitrile to 100 mL, then 20 mL of the diluted solution (4 g for tomato juice) was salted out with 20 mL of phosphate buffer solution using the JPL method. Briefly, 1 mL of buffer solution acted on a 1 g sample in the QuEChERS method, while 5 mL of buffer solution acted on a 1 g sample in the JPL method. The other probable reason was poor anhydration. Magnesium sulfate was used for the salting-out in the QuEChERS method and its amount was insufficient for dehydration. Therefore, some of the sugars and flavonoids moved into the acetonitrile layer along with a small amount of water during the salting out. Ribonucleosides (e.g., uridine, cytidine) were also extracted from most of the samples as unique components when using the QuEChERS method. However, when pesticides are analyzed by GC-MS, the sugars and ribonucleosides do not enter the column because they do not vaporize without derivatization. There is a possibility that sugars and ribonucleosides remain in the injector liner and therefore contaminate the liner after many sample injections. As for the flavonoids, some of them enter the column, because they sometimes appeared in the chromatogram without derivatization if their amount was high.
Sample | JPL method | QuEChERS AOAC mehod | ||
---|---|---|---|---|
Compounds | Total intensity | Compounds | Total intensity | |
Tomato juice | monoacylglycerols | 4.3×107 | monoacylglycerols | 7.2×106 |
sugars | 2.5×108 | |||
fatty acids | 1.3×108 | |||
ribonucleosides | 4.3×107 | |||
Spinach | monoacylglycerols | 5.8×107 | monoacylglycerols | 4.2×107 |
phytol | 7.2×106 | phytol | 2.2×107 | |
fatty acids | 3.5×108 | |||
ribonucleosides | 1.3×108 | |||
glycerol | 3.8×107 | |||
Avocado | long-chain alcohols | 3.4×108 | long-chain alcohols | 1.3×108 |
monoacylglycerols | 8.0×106 | monoacylglycerols | 9.6×107 | |
fatty acids | 5.2×108 | |||
ribonucleosides | 5.1×107 | |||
nucleic acid | 4.0×107 | |||
avocadyne | 3.6×107 | |||
sterols | 2.4×107 | |||
phytol | 2.2×107 | |||
ferulic acid | 1.7×107 | |||
sugars | 1.2×107 | |||
Ginger | gingerols | 1.6×109 S | gingerols | 3.2×109 S |
terupenes | 3.3×108 | terupenes | 3.2×109 | |
fatty acids | 2.3×108 | |||
sterols | 1.2×108 | |||
Chili pepper | capsaisins | 2.5×108 | capsaisins | 5.2×108 |
monoacylglycerols | 1.2×108 | monoacylglycerols | 3.8×108 | |
fatty acids | 3.4×109 S | |||
sugars | 7.3×108 | |||
glycerol | 3.1×108 | |||
organic acids | 3.1×108 | |||
ribonucleosides | 4.5×107 | |||
nucleic acid | 2.2×107 | |||
Sesame (black) | sesamins | 7.1×108 | sesamins | 7.6×108 |
monoacylglycerols | 8.4×107 | monoacylglycerols | 1.1×108 | |
fatty acids | 1.5×109 | |||
glycerol | 8.9×107 | |||
ribonucleosides | 7.2×107 | |||
tocopherols | 6.1×107 | |||
sterols | 2.7×107 | |||
Toasted soybean flour | monoacylglycerols | 3.4×107 | monoacylglycerols | 5.3×107 |
fatty acids | 4.6×108 | |||
ribonucleosides | 1.8×108 | |||
organic acids | 1.5×108 | |||
flavonoids (daizein, genistein) | 1.3×108 | |||
tocopherols | 1.2×108 | |||
sugars | 1.1×108 | |||
glycerol | 5.6×107 | |||
sterols | 2.5×107 | |||
Raisin | monoacylglycerols | 1.2×108 | monoacylglycerols | 1.4×107 |
sugars | 2.2×109 S | |||
organic acids | 9.4×108 | |||
fatty acids | 3.2×108 | |||
furfural | 1.6×108 | |||
glycerol | 1.1×108 | |||
Powdered green tea | caffeine | 9.8×108 S | caffeine | 2.5×109 S |
phytol | 5.6×107 | phytol | 1.1×108 | |
monoacylglycerols | 3.7×107 | monoacylglycerols | 5.1×105 | |
sterols | 2.5×107 | sterols | 2.1×107 | |
tocopherols | 2.4×107 | tocopherols | 1.6×107 | |
flavonoids (catechins) | 9.7×108 | |||
sugars | 2.3×108 | |||
fatty acids | 2.0×108 | |||
ribonucleosides | 1.3×107 |
S=saturation.
The fatty acids were almost completely removed by the JPL method, while many fatty acids remained when using the QuEChERS method. The role of the NH2 (sometimes PSA is used instead of NH2) column in the JPL method and PSA in the QuEChERS method was ion-exchange chromatography. In the case of the JPL method, the ion exchange was efficiently performed because a filled column was used. However, the ion-exchange ability was insufficient in the QuEChERS method since the dispersive SPE was used and just shaken with an organic solvent. If it was an adsorption-type SPE, a dispersive SPE might have worked efficiently. The chili pepper was mentioned as an example. The flowchart of the analytical method for the chili pepper is shown in Fig. 3. A 500 mg amount of NH2 was used for 2 g of chili pepper in the JPL method, while 400 mg of PSA was used for 1.8 g of chili pepper in the QuEChERS method. There was little difference in the efficiency of the ion-exchange sorbent in both methods. In fact, the amount of working sorbent in the JPL method was lower than that in the QuEChERS method because the ion-exchange ability of NH2 is lower than that of PSA. The sample concentration in the final solutions for the pesticide residue analysis as indicated in the Analytical method was different depending on which method and which sample were used. In the case of the chili pepper, the corresponding volume to the sample amount using the QuEChERS method was ten times as much as that using the JPL method, that is, 1 mL of acetone/n-hexane (1 : 1, v/v) contained 2 g of chili pepper using the JPL method, while 1 mL of acetonitrile contained 0.2 g of it using the QuEChERS method. The remaining high amounts of fatty acids caused the peak shape deformation. The example chromatograms are shown in Fig. 4.
A similar result was obtained from the avocado extract. Monoacylglycerols were observed in the chromatogram using the JPL method, while many fatty acids and long-chain alcohols were observed using the QuEChERS method.
Sterols were also observed from the avocado, sesame and toasted soybean flour which were treated by the QuEChERS method despite using the C18. This is because the amount of C18 was different between the JPL method (1,000 mg) and QuEChERS method (400 mg). The sample amount loading the C18 was also different, as shown in Table 3.
3. Components specific to samplesCaffeine in the powdered green tea extract was not removed by either method. Sesamin, capsaicins, and gingerols also remained in the extracted solutions from the black sesame, chili pepper, and ginger. Many kinds of sesquiterpenes were also observed from the ginger extract. Caffeine and sesamin were single compounds, while the capsaicins and gingerols had many isomers and analogues. Specifically, the gingerols were eluted over a wide tR range in the chromatograms. Since these components were significantly contained in the extract, these caused the tR shift of the target pesticides or deformed peak shapes. The tR and the peak shape are very important information to identify the pesticides, so these matrix components should be removed by an additional cleanup.
4. Main residue components from the JPL methodAlthough the amount of matrices, except for the specific components, using the JPL method was extremely low compared to the QuEChERS method, monoacylglycerols remained in all the sample extracts. This result coincided with our previous study.10,11) Since the monoacylglycerols are influential components of the matrix enhancement effect, these components have to be removed for accurate measurement. In the case of the QuEChERS method, other matrix components remained extremely high compared to the monoacylglycerols, therefore, the influence of the monoacylglycerols should be low.
Sterols also remained in the sample extract when C18 was not used. Although C18 is used for grains, beans, nuts and seeds in the JPL method, C18 could be used for other agricultural products.
5. OthersAlthough the difference between the AOAC and EN methods of the QuEChERS method was not mentioned above, the same kinds of matrix components remained in the sample extract. However, the amount of matrices using the AOAC method was less than that using the EN method. Specifically, the color of the extracts from the powdered green tea and spinach was dark because the amount of GCB was insufficient.
Removing sugars and flavonoids in the QuEChERS method should be examined in future studies. Using MgSO4 or Na2SO4 before the dispersive SPE is one possibility. We also must consider how to react PSA or NH2 with the fatty acids. Since the combination of the QuEChERS extraction and filled SPE cleanup like Okihashi’s8,9) method has been adopted by many laboratories in Japan, the matrix components using that kind of method need to be investigated in the future. It is also necessary to develop a method to remove the monoacylglycerols in the JPL method. Using LC-(Q)TOF for the high molecular weight components, such as pigments and flavonoid glycoside, is open to further discussion.
We concluded that knowing the differences in the matrix components between the JPL method and the QuEChERS method is very helpful for method improvement or development. In addition, after understanding the advantage and disadvantage of each method, not only the residual matrices, but also the maintenance schedule and cost, we can choose the most suitable method.