Xiaodong Huanga,
Yanan Liua,
Huifang Liuac,
Guangyang Liua,
Xiaomin Xua,
Lingyun Lia,
Jun Lva,
Haixiang Gaob and
Donghui Xu
*a
aInstitute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Key Laboratory of Vegetables Quality and Safety Control, Laboratory of Quality & Safety Risk Assessment for Vegetable Products, Ministry of Agriculture and Rural Affairs of China, Beijing 100081, China. E-mail: xudonghui@caas.cn; Tel: +86 1082106963
bDepartment of Applied Chemistry, China Agricultural University, Beijing 100193, China
cSchool of Life Science and Food Engineering, Hebei Engineering University, Handan, 056000, China
First published on 29th November 2019
A simple, sensitive, and reliable magnetic solid-phase extraction (SPE) method coupled with GC-MS/MS for the effective analysis of four pyrethroids from tea infusions was developed. A magnetic adsorbent, named ionic liquid-modified magnetic zeolitic imidazolate framework-8 (Fe3O4/ZIF-8/IL), was prepared by immobilizing an ionic liquid (IL) on the surface of Fe3O4/ZIF-8. The textures of Fe3O4/ZIF-8/IL were confirmed by material characterization, and the results suggested that the adsorbent possessed high magnetism (59.0 emu g−1), an adequate Brunauer–Emmett–Teller (BET) surface area (104 m2 g−1), and a large pore volume (0.68 cm3 g−1). To confirm the extraction performance of the prepared Fe3O4/ZIF-8/IL, several experimental conditions affecting the extraction efficiency were investigated. Under the optimum conditions, the limits of determination (LODs) for the four pyrethroids were in the range of 0.0065–0.1017 μg L−1 (S/N = 3:
1) with an intra-day relative standard deviation (RSD) of ≤9.70% and inter-day RSD of ≤11.95%. The linear ranges were 0.5–50 μg L−1 for bifenthrin and 0.5–500 μg L−1 for permethrin, cypermethrin, and flucythrinate, with determination coefficients higher than 0.999. Finally, the proposed technique was successfully applied for the determination of pyrethroids in real tea infusions. This work could be extended to other IL-modified metal–organic frameworks (MOFs) and to the development of different sample pretreatment techniques.
Sample pretreatment is a crucial component in the determination of pesticide residues in complicated matrices. Numerous sample preparation methods have been established for the analysis of pyrethroids, including liquid–liquid extraction, liquid–liquid microextraction, solid-phase extraction (SPE), solid-phase microextraction, and QuEChERS.7–11 Magnetic SPE (MSPE), as an alternative to SPE, has gained extensive recognition since its introduction in 1999.12 In this technique, a magnetic adsorbent is added to a sample solution and dispersed with the aid of a vortex, shaker, or sonicator. Then, an external magnetic field is used to facilitate efficient retrieval of the magnetic adsorbent.13 This extraction process is rapid and simple because of the magnetism of the magnetic adsorbent, which means that phase separation can be readily performed without tedious or time-consuming filtration or centrifugation steps.14 Recently, many magnetic adsorbents have been prepared for MSPE, such as magnetic molecularly imprinted polymers, magnetic carbon nanomaterials, and magnetic metal–organic frameworks (MOFs).15
Zeolitic imidazolate frameworks (ZIFs), a new subclass of MOFs with chemically stable zeolite-like frameworks, are usually formed from metal ions (e.g., Zn and Co) and imidazolate organic linkers.16 ZIFs are microporous with high surface areas and uniform structured cavities, which endow them with remarkable physical, chemical, and thermal stabilities and excellent adsorption abilities.17,18 Among the different types of ZIFs, ZIF-8 has attracted widespread attention because of its high surface area, hierarchical porosity, easy preparation and cost-effectiveness. Recently, ZIF-8 has been widely employed in gas storage, drug delivery, sensing, catalysis, and mixed matrix membranes.19–23 Furthermore, ZIF composites have been prepared by modification with different chemical reagents, such as chitosan, thiourea, polydopamine, and enzymes, to enhance their adsorption abilities and confer other novel properties.24–27
Ionic liquids (ILs), produced by associating large organic cations and organic anions, are a class of liquid molten salts with meting points at room temperature. ILs are regarded as an alternative to organic solvents because of their unique chemical and thermal stabilities, extremely low vapour pressures, non-flammability, and high selectivity.28 Accordingly, ILs have attracted widespread attention and have been widely used in catalysis, adsorption and separation, and modification.29–32 According to the literature, ILs can be used in an immobilized or non-immobilized form for separation. Modification of a support material with ILs can increase the extraction efficiency by introducing different interactions between the sorbent and target analyte, including ion-exchange, hydrophobic, electrostatic, hydrogen bonding, and π–π interactions.33,34 Some IL-modified ZIFs have been reported in recent years, and these ZIFs are attractive in many research fields, especially for sample pretreatment.35 To the best of our knowledge, no ZIF-8/IL-based composite adsorbent has been reported for the analysis of pyrethroids in a tea infusion.
A combination of magnetic ZIF-8 and hydrophobic IL could either promote the adsorption capacity of ZIF-8 for pyrethroids, or facilitate the applicability of IL in MSPE. Inspired by the above aspects, we sought to develop a simple, sensitive and reliable analytical technique using an IL-modified magnetic ZIF as an adsorbent for MSPE of pyrethroid insecticides from tea infusions. In this work, we prepared an IL-modified magnetic ZIF-8 nanocomposite via a simple synthesis by coating the IL on the surface of magnetic ZIF-8. Successful preparation of the magnetic nanocomposite was confirmed by material characterization. Furthermore, we optimized several experimental factors for the MSPE method. Finally, we applied the proposed method to the determination of four pyrethroids in tea infusions.
Fe3O4/ZIF-8 was prepared using a modification of a previously reported method.37 Briefly, 0.1 g of Fe3O4 nanoparticles were added to 20 mL of an ethanol solution of thioglycolic acid (20 mM) with shaking for 1 h at room temperature. The product was recovered by an external magnetic field and washed three times each with ultrapure water and ethanol. Afterwards, the obtained thioglycolic acid-functionalized Fe3O4 nanoparticles were re-dispersed in 240 mL of ultrapure water/ethanol (1:
1, v/v) and shaken for another 1.5 h at room temperature. Then, an ethanol solution (20 mL) of 0.84 g of 2-methylimidazole was added to the mixture, followed by stirring for 8 h at room temperature. Finally, the Fe3O4/ZIF-8 product was retrieved by an external magnetic field and washed three times each with ultrapure water and ethanol. The final product was dried at 60 °C in a vacuum oven for 24 h.
The Fe3O4/ZIF-8/IL nanocomposite was prepared by immobilizing an IL on the surface of Fe3O4/ZIF-8 via a simple direct immersion method based on the “physisorption” mechanism, and the entire process followed a modification of a previously reported method.38 Briefly, an IL (1 g) was added to a centrifuge tube containing 6 mL of ethanol, followed by vortexing for 30 s. After dispersion, different quantities of Fe3O4/ZIF-8 (0.5, 0.6, 0.8, 1, 1.2, and 1.5 g) were transferred into the solution, which was kept under mechanical stirring for 30 min at room temperature. Then, the products were collected with an external magnet and washed three times with ultrapure water and ethanol. Finally, the prepared products were dried at 60 °C in a vacuum oven for 24 h.
A Shimadzu GC-2010 plus equipped with a Shimadzu TQ8040 triple-quadrupole MS (Shimadzu, Kyoto, Japan) was applied for the analyses. An Rtx-5Ms capillary column from RESTEK (Bellefonte, PA, USA, 30 m × 0.25 mm i.d., 0.25 μm film thickness) was used for separation. The injector temperature was 250 °C. The carrier gas was helium at a constant flow rate of 1 mL min−1. The column temperature was initially maintained at 40 °C for 4 min, then increased to 125 °C at 25 °C min−1, increased to 300 °C at 10 °C min−1, and held at 300 °C for 6 min. The injection volume was 1.0 μL in splitless mode. The specific multiple reaction monitoring (MRM) transitions for all four pyrethroids and other parameters are given in Table 1.
Triazoles | tR (min) | MRM1 (m/z) | CE1a (eV) | MRM2 (m/z) | CE2 (eV) |
---|---|---|---|---|---|
a CE means collision energy. | |||||
Bifenthrin | 18.001 | 181.10 > 166.10 | 12 | 181.10 > 153.10 | 8 |
Permethrin-1 | 19.777 | 183.10 > 168.10 | 14 | 183.10 > 165.10 | 14 |
Permethrin-2 | 19.902 | 183.10 > 168.10 | 14 | 183.10 > 165.10 | 14 |
Cypermethrin-1 | 20.630 | 163.10 > 127.10 | 6 | 163.10 > 91.00 | 14 |
Cypermethrin-2 | 20.733 | 163.10 > 127.10 | 6 | 163.10 > 91.00 | 14 |
Cypermethrin-3 | 20.793 | 163.10 > 127.10 | 6 | 163.10 > 91.00 | 14 |
Cypermethrin-4 | 20.831 | 163.10 > 127.10 | 6 | 163.10 > 91.00 | 14 |
Flucythrinate-1 | 20.794 | 199.10 > 157.10 | 10 | 199.10 > 107.10 | 22 |
Flucythrinate-2 | 20.985 | 199.10 > 157.10 | 10 | 199.10 > 107.10 | 22 |
FT-IR spectroscopy was used to study the surface properties of the prepared magnetic materials, including Fe3O4, Fe3O4/ZIF-8, and Fe3O4/ZIF-8/IL.40 For all three synthetic magnetic materials (Fig. 1C), the characteristic Fe–O vibration at 558 cm−1 indicates the successful incorporation of Fe3O4 into the ZIF-8 nanocomposites.41 The peaks between 993 and 1421 cm−1 were assigned to the Zn–N stretching vibration of ZIF-8. The vibration of the C–H bond of the alkyl groups at the nitrogen atoms of the imidazole ring can be observed from the bands at 878, 2825 and 2960 cm−1. The peaks at 1059 and 1138 cm−1 can be attributed to the asymmetric and symmetric stretching of OS–O−, whereas those at 1197 and 1350 cm−1 were assigned to the asymmetric and symmetric stretching of O
S
O.39 These results may indicate the feature structure of IL.
The synthetic magnetic nanocomposite was also characterized by XRD. As shown in Fig. 1D, the crystal structure of ZIF-8 can be confirmed by the characteristic peaks at 10.0, 12.2, 14.9, 17.1, 19.2, 25.8 and 28.5°, and the Fe3O4 crystal structure contains the typical peaks at 35.3, 41.6, 50.6, 67.7 and 74.6°.42 Comparison of the XRD patterns of Fe3O4/ZIF-8 and Fe3O4/ZIF-8/IL revealed that the diffraction peaks of the latter were slightly weaker than those of the former. This observation indicates that Fe3O4/ZIF-8/IL exists as an aggregate and is coated with the hydrophobic IL.
The magnetic properties of the synthetic materials were investigated using a vibrating sample magnetometer (Fig. 1E). The saturation magnetization value of Fe3O4 was 66.7 emu g−1. After the Fe3O4 nanoparticles were coated with ZIF-8, the saturation magnetization value of Fe3O4/ZIF-8 decreased slightly to 64.7 emu g−1. After modification with the IL, the saturation magnetization value of Fe3O4/ZIF-8/IL decreased further to 59.0 emu g−1. The magnetic hysteresis loops of the three prepared magnetic materials showed that both their remanence and coercivity values were zero. All of these results suggest that the prepared Fe3O4/ZIF-8/IL is superparamagnetic and can be rapidly separated by an external magnetic field.
The pore properties of Fe3O4/ZIF-8/IL were studied by N2 adsorption measurements at 77 K. As shown by the N2 adsorption–desorption isotherm of Fe3O4/ZIF-8/IL in Fig. 1F, the Brunauer–Emmett–Teller (BET) surface area was 104 m2 g−1, and the total pore volume was 0.68 cm3 g−1. The pore size was also calculated by the Barrett–Joyner–Halenda method, and the distribution range was 1.7 to 300 nm, indicating the coexistence of mesopores and macropores.43 These results suggest that Fe3O4/ZIF-8/IL has a large surface area and pore volume, which are beneficial for facilitating the adsorption of pyrethroids.
As previously reported, the extraction efficiency of an IL for a pesticide residue depends on the physicochemical characteristics of the IL.39 Therefore, selection of an appropriate IL and optimization of its content are essential for optimization of the extraction conditions. In the present work, we studied four ILs, 1-hexyl-3-methylimidazolium hexafluorophosphate, 1-hexyl-3-methylimidazolium bis(trifluoromethanesulfonyl)imide, 1-octyl-3-methylimidazolium hexafluorophosphate, and [OMIM]NTf2, as potential reagents for modifying Fe3O4/ZIF-8. The extraction efficiency was selected to evaluate the effect of modification of Fe3O4/ZIF-8 with the four ILs. The extraction efficiencies of the four IL-modified Fe3O4/ZIF-8 sorbents for the four pyrethroids were at the same level (Fig. 2A). This result indicates that the length of the alkyl chain of the cation and the type of anion do not greatly affect the extraction efficiencies for the target analytes. However, the results for the [OMIM]NTf2 treatment group had the best standard deviations (SDs); hence, [OMIM]NTf2 was adopted as the best IL for Fe3O4/ZIF-8 modification. Next, we investigated mass ratios of Fe3O4/ZIF-8 to [OMIM]NTf2 of 0.5:
1, 0.6
:
1, 0.8
:
1, 1
:
1, 1.2
:
1, and 1.5
:
1 to optimize the IL content in Fe3O4/ZIF-8/IL. A mass ratio of 1
:
1 gave the best extraction efficiencies and SDs (Fig. 2B). Therefore, the mass ratio of Fe3O4/ZIF-8 to [OMIM]NTf2 was set at 1
:
1.
It is well known that adsorbents play a key role in determining extraction efficiency. Consequently, we compared the extraction efficiencies of Fe3O4/ZIF-8 with those of Fe3O4/ZIF-8/IL. Compared to Fe3O4/ZIF-8, Fe3O4/ZIF-8/IL had better extraction efficiencies for the target analytes (Fig. 2C). This result suggests that modification with [OMIM]NTf2 can improve the extraction efficiencies of Fe3O4/ZIF-8 for pyrethroids. To achieve satisfactory extraction performance with Fe3O4/ZIF-8/IL for pyrethroids, we tested a series of Fe3O4/ZIF-8/IL masses ranging from 4 to 12 mg in 10 mL of sample solution. The extraction efficiency increased as the dose of sorbent was increased from 4 to 10 mg and then remained nearly constant with further increases in the sorbent mass (Fig. 2D). These results show that 10 mg of sorbent is adequate for MSPE of pyrethroids.
The extraction time is a nonnegligible factor that affects the adsorption equilibrium between the adsorbent and sample solution. Thus, 0.5–2.5 min of vortexing time was set to study the effect of the adsorption time on the MSPE of the analytes. As illustrated in Fig. 3A, the extraction efficiencies for the four pyrethroids increased as the adsorption time was increased from 0.5 to 1.5 min and then kept relatively constant with further increases in the adsorption time. Based on the above results, 1.5 min was chosen as the adsorption time for MSPE.
The pH of the sample solution can affect MSPE performance by altering the surface charge of the adsorbent and/or chemical form of the analyte. In this study, we adjusted the sample solution pH from 2.0 to 8.0 with HCl or NaOH to investigate the effect of pH on the extraction performance. As shown in Fig. 3B, the extraction efficiencies for analytes remained relatively constant as the sample solution pH from 4.0 to 7.0, but decreased with the sample solution pH adjusted to 2.0 or 8.0. This behaviour was possibly caused by instability of the pyrethroids under highly acidic and alkaline conditions. Because the majority of tea samples are slightly acidic, we did not adjust the pH values of the tea infusions before extraction.44
Salt is another crucial parameter that can affect extraction performance. Therefore, we added NaCl (0 to 7%, w/v) to the sample solution to investigate the effect of salt on the extraction efficiencies. As the NaCl content was increased from 0 to 5%, the extraction efficiencies of the sorbent for the analytes also increased and then decreased with further increases in the NaCl content (Fig. 3C). Considering the extraction efficiencies and SDs, we selected 5% (w/v) NaCl as the optimum content for MSPE.
It is well known that the desorption solvent can control the extraction efficiency of MSPE. Accordingly, acetonitrile, ethyl acetate, acetone, methanol, and n-hexane were chosen as potential desorption solvents. Among these solvents, acetonitrile gave the best extraction efficiencies for the four pyrethroids (Fig. 3D). Moreover, we investigated changes in the desorption time by increasing the vortex mixing time from 0.5 to 2.5 min. A desorption time of 1.5 min was satisfactory for desorption of pyrethroids from the sorbent (Fig. 3E). Furthermore, the effect of desorption volumes between 0.4 and 1.5 mL was studied, and we found that 0.8 mL provided the optimum extraction efficiencies (Fig. 3F). In summary, the optimum process for eluting the pyrethroids used 0.8 mL of acetonitrile with vortex mixing for 1.5 min and was repeated one more time.
Pyrethroids | Regression equation | Linear range (μg L−1) | R2 | LOD (μg L−1) | RSDa (%) (n = 6) | |
---|---|---|---|---|---|---|
Intraday | Interday | |||||
a The RSDs were determined by performing six replicate analyses of samples spiked with each pyrethroid at 10 μg L−1. | ||||||
Bifenthrin | Y = 1.5 × 108X + 2414 | 0.5–50 | 0.9991 | 0.0040 | 0.69 | 4.26 |
Permethrin | Y = 1.7 × 107X + 2202 | 0.5–100 | 0.9991 | 0.0374 | 2.13 | 7.67 |
Cypermethrin | Y = 1.4 × 107X − 9587 | 0.5–100 | 0.9998 | 0.0409 | 0.88 | 5.52 |
Flucythrinate | Y = 4.0 × 107X − 20![]() |
0.5–100 | 0.9998 | 0.0367 | 1.24 | 5.53 |
Pyrethroids | Regression equation | Linear range (μg L−1) | R2 | LOD (μg L−1) | RSDa (%) (n = 6) | |
---|---|---|---|---|---|---|
Intraday | Interday | |||||
a The RSDs were determined by performing six replicate analyses of samples spiked with each pyrethroid at 10 μg L−1. | ||||||
Bifenthrin | Y = 9.3 × 107X + 23![]() |
0.5–50 | 0.9997 | 0.0065 | 5.97 | 8.89 |
Permethrin | Y = 6.0 × 106X + 11![]() |
0.5–500 | 0.9999 | 0.0369 | 5.00 | 8.96 |
Cypermethrin | Y = 4.8 × 106X + 903 | 0.5–500 | 0.9995 | 0.0935 | 9.70 | 11.07 |
Flucythrinate | Y = 1.4 × 107X + 420 | 0.5–500 | 0.9990 | 0.1017 | 8.90 | 11.95 |
The linearity was determined by analysing ultrapure water and a blank tea infusion sample that were spiked with standard solutions of the pyrethroids at 0.5–500 μg L−1 and plotting the peak area versus the concentration. For water sample, good linearities for permethrin, cypermethrin, and flucythrinate over the studied concentration range (0.5–100 μg L−1) were observed, with determination coefficients (R2) in the range of 0.9991–0.9998. For the blank tea sample, good linearities with R2 values ranging from 0.9990 to 0.9999 were obtained over the studied concentration range (0.5–500 μg L−1) for permethrin, cypermethrin, and flucythrinate. However, the response to bifenthrin were far higher than those to the other three pyrethroids and were saturated for the ultrapure water sample spiked at 100 μg L−1 and for the tea infusion sample spiked at 200 μg L−1. Consequently, the linear ranges for bifenthrin in ultrapure water sample (0.5–50 μg L−1) and tea infusion sample (0.5–50 μg L−1) were smaller than that for the other three pyrethroids and had R2 values of 0.9991 and 0.9997, respectively. The LODs, calculated using S/N ratios of three, were 0.0040–0.0409 μg L−1 in water and 0.0065–0.1017 μg L−1 in the tea infusion. The method precision was evaluated by measuring the RSDs for samples spiked with the standard solution at 10 μg L−1. Six replicates were analysed for each experiment. For the water sample, the intra- and inter-day RSDs for the precision were in the range of 0.69–2.13% and 4.26–7.27%, respectively. For the tea infusion, the intra- and inter-day RSDs for the precision were in the range of 5.00–9.70% and 8.89–11.95%, respectively. These results indicate that the suggested method possesses high sensitivity, a wide linear range, and good repeatability.
Method | Sorbent | Sample amount (mL) | Sorbent amount (mg) | Extraction time (min) | Volume of eluent (mL) | Linear range (μg L−1) | LOD (μg L−1) | Ref. |
---|---|---|---|---|---|---|---|---|
a 1-Dodecyl-3-methylimidazolium bromide-attapulgite.b Solidification of a floating organic drop. | ||||||||
dSPE-HPLC-DAD | C12MIM-ATPa | 8 | 40 | 0.5 | Acetonitrile, 0.4 | 2–500 | 0.6 | 44 |
MSPE-DLLME-SFOb-GC-ECD | Fe3O4/MIL-101(Cr) | 50 | 10 | 10 | Methanol, 0.4 | 0.05–10 | 0.008–0.015 | 45 |
dSPE-UFLC-UV | Fe3O4/C/PANI microbowls | 150 | 8 | 12 | Methanol, 3 | 0.1–20 | 0.025–0.032 | 46 |
MSPE-HPLC-UV | Fe3O4-MCNTs | 10 | 40 | 15 | 5% acetic acid acetonitrile, 3 | 0.05–25 μg g−1 | 0.010–0.018 μg g−1 | 47 |
MSPE-GC-MS/MS | Fe3O4/ZIF-8/IL | 10 | 10 | 2 | Acetonitrile, 1.6 | 0.5–500 | 0.0065–0.1017 | This work |
Matrix | Analyte | Spiked concentration (μg L−1, n = 3) | ||||
---|---|---|---|---|---|---|
0 | 10 | 50 | ||||
Found | Recovery (%) | RSD (%) | Recovery (%) | RSD (%) | ||
Da Hong Pao | Bifenthrin | <LOD | 87.1 | 6.5 | 88.8 | 4.0 |
Permethrin | <LOD | 88.3 | 6.4 | 95.3 | 3.0 | |
Cypermethrin | <LOD | 78.4 | 2.5 | 88.2 | 2.2 | |
Flucythrinate | <LOD | 80.8 | 6.5 | 96.8 | 2.2 | |
Sichuan Maofeng | Bifenthrin | <LOD | 73.5 | 9.3 | 81.5 | 4.2 |
Permethrin | <LOD | 78.6 | 5.2 | 83.7 | 5.5 | |
Cypermethrin | <LOD | 72.9 | 4.0 | 89.4 | 1.3 | |
Flucythrinate | <LOD | 75.7 | 1.4 | 98.1 | 3.1 | |
Tieguanyin | Bifenthrin | <LOD | 76.3 | 8.7 | 85.0 | 7.8 |
Permethrin | <LOD | 83.6 | 8.7 | 94.1 | 7.2 | |
Cypermethrin | <LOD | 72.1 | 7.3 | 87.3 | 2.5 | |
Flucythrinate | <LOD | 73.1 | 5.9 | 85.7 | 2.3 | |
Pu-erh | Bifenthrin | <LOD | 76.2 | 5.3 | 84.1 | 6.3 |
Permethrin | <LOD | 72.9 | 10.3 | 94.0 | 2.3 | |
Cypermethrin | <LOD | 72.3 | 10.2 | 82.4 | 2.6 | |
Flucythrinate | <LOD | 74.3 | 5.5 | 90.9 | 3.8 |
![]() | ||
Fig. 4 Extracted total ion chromatograms obtained by the proposed method for pyrethroids from a real tea sample (Sichuan Maofeng) spiked at 10 μg L−1. |
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