Subscriber access provided by UniSA Library
New Analytical Methods
Effective Enrichment and Detection of Trace Polycyclic Aromatic Hydrocarbons in Food Samples based on Magnetic Covalent Organic Framework Hybrid Microspheres Ning Li, Di Wu, Na Hu, Guangsen Fan, Xiuting Li, Jing Sun, Xuefeng Chen, yourui suo, Guoliang Li, and Yongning Wu J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.8b00869 • Publication Date (Web): 20 Mar 2018 Downloaded from http://pubs.acs.org on March 20, 2018
Just Accepted “Just Accepted” manuscripts have been peer-reviewed and accepted for publication. They are posted online prior to technical editing, formatting for publication and author proofing. The American Chemical Society provides “Just Accepted” as a service to the research community to expedite the dissemination of scientific material as soon as possible after acceptance. “Just Accepted” manuscripts appear in full in PDF format accompanied by an HTML abstract. “Just Accepted” manuscripts have been fully peer reviewed, but should not be considered the official version of record. They are citable by the Digital Object Identifier (DOI®). “Just Accepted” is an optional service offered to authors. Therefore, the “Just Accepted” Web site may not include all articles that will be published in the journal. After a manuscript is technically edited and formatted, it will be removed from the “Just Accepted” Web site and published as an ASAP article. Note that technical editing may introduce minor changes to the manuscript text and/or graphics which could affect content, and all legal disclaimers and ethical guidelines that apply to the journal pertain. ACS cannot be held responsible for errors or consequences arising from the use of information contained in these “Just Accepted” manuscripts.
is published by the American Chemical Society. 1155 Sixteenth Street N.W., Washington, DC 20036 Published by American Chemical Society. Copyright © American Chemical Society. However, no copyright claim is made to original U.S. Government works, or works produced by employees of any Commonwealth realm Crown government in the course of their duties.
Page 1 of 27
Journal of Agricultural and Food Chemistry
1 2 3
Effective Enrichment and Detection of Trace Polycyclic Aromatic Hydrocarbons in Food Samples based on Magnetic Covalent Organic Framework Hybrid Microspheres
4
Ning Li†§, Di Wu∥, Na Hu‡, Guangsen Fan#, Xiuting Li#, Jing Sun‡, Xuefeng Chen†,
5
Yourui Suo‡, Guoliang Li †§┴* and Yongning Wu┴
6 7 8 9 10 11 12 13 14 15 16
†
17
∥
School of Food and Biological Engineering, Shaanxi University of Science and
Technology, Xi’an 710021, China ‡
Qinghai Key Laboratory of Qinghai-Tibet Plateau Biological Resources, Northwest
Institute of Plateau Biology, Chinese Academy of Sciences, Xining 810001, China §
Key Laboratory of Life-Organic Analysis of Shandong Province, Qufu Normal
University, Qufu 273165, China. #
Beijing Advanced Innovation Center for Food Nutrition and Human Health, Beijing
Technology and Business University, Beijing 100048, China ┴
Key Laboratories of Chemical Safety and Health, China National Center for Food
Safety Risk Assessment, Beijing 100050, China Yangtze Delta Region Institute of Tsinghua University, Zhejiang 314006, China
18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
Corresponding Author *E-mail:
[email protected] 1
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
33
ABSTRACT
34
The present study reported a facile, sensitive and efficient method for enrichment
35
and determination of trace polycyclic aromatic hydrocarbons (PAHs) in food samples
36
by employing new core-shell nanostructure magnetic covalent organic framework
37
hybrid microspheres (Fe3O4@COF(TpBD)) as the sorbent followed by HPLC-DAD.
38
Under mild synthetic conditions, the Fe3O4@COF(TpBD) were prepared with the
39
retention of colloidal nanosize, larger specific surface area, higher porosity, uniform
40
morphology and supermagnetism. The as-prepared materials showed an excellent
41
adsorption ability for PAHs, and the enrichment efficiency of the Fe3O4@COF(TpBD)
42
could reach 99.95%. The obtained materials also had fast adsorption kinetics and
43
realized adsorption equilibrium within 12 min. The eluent was further analyzed by
44
HPLC-DAD, and good linearity was observed in the range of 1-100 ng/mL with the
45
linear correlation being above 0.9990. The limits of detection (S/N=3) and limits of
46
quantitation (S/N=10) for 15 PAHs were in the range of 0.83-11.7 ng/L and 2.76-39.0
47
ng/L, respectively. For the application, the obtained materials were employed for the
48
enrichment of trace PAHs in food samples, and exhibited superior enrichment
49
capacity and excellent applicability.
50
KEY WORDS: Polycyclic aromatic hydrocarbons, Magnetic covalent organic
51
framework hybrid microspheres, Magnetic solid phase extraction, HPLC-DAD, Food
52
samples
53
INTRODUCTION
54
Polycyclic aromatic hydrocarbons (PAHs) as one of the most widespread class of
55
environmental and food contaminants are a great threat to human health due to their
56
carcinogenesis, tetratogenesis and mutagenesis, etc.1-3 Contamination of food by 2
ACS Paragon Plus Environment
Page 2 of 27
Page 3 of 27
Journal of Agricultural and Food Chemistry
57
PAHs arises from environmental sources (e.g. deposition from the air on the surface
58
of plants, intake by marine organisms in polluted zones, etc.) and food preparation
59
(e.g. grilling, roasting or smoking). Epidemiological studies have proved the exposure
60
to these compounds is one of the important factors responsible for the increase in
61
cancer.4 In order to protect public health, almost all countries have regulated the
62
presence of PAHs in foods. Due to the complexity of food samples, extremely low
63
concentration of PAHs in food samples and the relatively low maximum residue limit
64
(MRL) defined by the legislation, the efficient and sensitive determination of PAHs
65
has been a challenging task.
66
The general procedure for the analysis of PAHs in foods comprises three steps:
67
extraction, clean-up, and quantification. Compared to quantification, extraction and
68
clean-up steps have been the breakthrough for accurate and sensitive determination of
69
PAHs in foods, because the main technique for quantification is still liquid
70
chromatography (LC), equipped with a diode array detector (DAD), fluorescence
71
detector (FLD) or a mass spectrometer (MS), or gas chromatography (GC) with
72
different detectors, and the room for improvement is very limited.5 In recent years,
73
various methods were utilized for PAHs enrichment, such as supercritical fluid
74
extraction (SFE)6, the alkaline saponification in alcoholic medium7 and solid phase
75
extraction (SPE)8. SFE is an environmentally friendly technique for extraction of
76
PAHs, but there are some limitations in the application on account of its low
77
robustness and initial high-cost.9 It is not a suitable method for a wide range of
78
applications though it has many outstanding features. The alkaline saponification in
79
alcoholic medium is also often used for PAHs extraction, but it is too time-consuming,
80
requiring about 2-4 h.7 SPE is another important technique for extraction of PAHs, but 3
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
81
it is difficult for rapid separation after treatment from a large volume solution, which
82
is a serious problem to overcome. Magnetic solid phase extraction (MSPE) is based
83
on the universal dispersion of a magnetizable or magnetic material as the sorbent,
84
realizing a rapid isolation by an external magnet.10 Additionally, applying an external
85
magnetic field facilitates the removal of non-adsorbed species in the adsorption and
86
desorption steps, while allowing the enrichment of adsorbed species.11 Compared with
87
traditional SPE, MSPE has many obvious advantages including reduction of the time
88
taken for analysis by reducing the steps in the extraction procedure, low consumption
89
of organic solvents, and easy separation of the analyte using an external magnet. Also
90
the high back pressure caused by tightly packed SPE cartridges can be avoided,3, 12
91
which expands its application in extracting analytes from real samples.
92
Porous materials have received burgeoning attention over the past decade in the
93
field of sample preparation because of their outstanding performance.1, 13-15 Among
94
them, metal organic frameworks (MOFs), which are a class of crystalline materials
95
formed by the self-assembly between metal ions and organic ligands,16, 17 have been
96
extensively employed in the field of enrichment18-21 and separation22, 23. However,
97
there are still some restrictions in the application of MOFs due to poor stability. Many
98
MOFs are lacking in chemical stability when they are exposed to solvents, especially
99
moisture, since coordination bonds are the linkage mode between organic ligands and
100
metal moieties of MOFs. More recently, covalent organic frameworks (COFs) as a
101
novel kind of porous materials are emerging into the advanced materials field, which
102
are assembled reversibly through strong covalent bonds (C-C, C-O, B-C and
103
Si-C).24-26 Compared with MOFs, COFs possess the obvious advantages of greater
104
specific surface, better structure stability27 and π - π stacking interaction, etc. Due to 4
ACS Paragon Plus Environment
Page 4 of 27
Page 5 of 27
Journal of Agricultural and Food Chemistry
105
its merits, the applications of COFs in separation science have gained increasing
106
attention recently.
107
In the current work, we present a facile strategy for the synthesis of core-shell
108
architecture magnetic COFs (Fe3O4@COF(TpBD)) for efficient enrichment of trace
109
PAHs in smoked pork, wild fish, grilled fish, smoked bacon, coffee and water.
110
MATERIALS AND METHODS
111
Reagents and Chemicals.
112
Ferric chloride hexahydrate (FeCl3·6H2O), ammonium acetate (NH4OAc) and
113
sodium citrate were purchased from Sinopharm Chemical Reagent Co., Ltd.
114
(Shanghai, China). Benzidine (BD) and 1,3,5-triformylphloroglucinol (Tp) were
115
purchased from Sigma-Aldrich (Shanghai, China). Eight standards (Figure 1)
116
including naphthalene, 1, acenaphthylene, 2, fluorene, 3, phenanthrene, 4, anthracene,
117
5, fluoranthene, 6, pyrene, 7 and perylene, 8 were purchased from Aladdin Industrial
118
Corporation
119
benzo[a]anthracene, 9, chrysene, 10, benzo[b]fluoranthene, 11, benzo[k]fluorathene,
120
12, benzoapyrene, 13, dibenz[a,h]anthracene, 14 and benzo[g,h,i]peryrene, 15 were
121
purchased from Sigma-Aldrich (Shanghai, China) with purity > 99%. The standard
122
analytes were dissolved in acetonitrile to prepare stock solutions. All standard
123
solutions were stored in a refrigerator at 4 ºC in darkness when not in use. HPLC
124
grade acetonitrile, acetone, n-hexane, methanol, dichloromethane and ethanol were
125
purchased from Yucheng Chemical Reagent Co. (Shandong Province, China). Pure
126
distilled water was purchased from Watson (Guangzhou, China). Ethylene glycol and
127
tetrahydrofuran (THF) were purchased from Shanghai Chemical Reagent Co.
128
(Shanghai, China).
(Shanghai,
China).
Seven
standards
5
ACS Paragon Plus Environment
(Figure
1)
including
Journal of Agricultural and Food Chemistry
129 130
Apparatus and HPLC Separation. Transmission electron microscope (TEM) images were obtained on a FEI Tecnai
131
G20 (FEI Company, Hillsboro). A MiniFlex 600 diffractometer (Rigaku, Tokyo, Japen)
132
was applied to characterize the X-ray diffraction (XRD) patterns of prepared materials
133
with Cu Kα radiation (λ=0.15418 nm), and a scanning rate of 5 deg/min was applied
134
to record the patterns in the 2θ range of 2-80°. Fourier transform infrared spectra
135
(FT-IR) was operated on a NEXUS-470 fourier transform infrared (FT-IR)
136
spectrometer (Thermo Nicolet, Madison, Wisconsin). Magnetic hysteresis curves were
137
conducted on an MPMS-XL-7 (Quantum Design, USA). The surface area of the
138
obtained materials was determined on an ASAP 2020 micropore physisorption
139
analyzer (Micromeritics, Norcross, GA) at 77 K.
140
Separation experiments were performed using a 1260 HPLC system (Agilent
141
Technologies, Palo Alto, CA, USA), which was equipped with a diode array detection
142
(DAD). The column used was a 150 mm x 4.6 mm i.d., 3 µm, Thermo Hypersil Gold
143
RP-18. The mobile phases were (A) 5% acetonitrile in water and (B) acetonitrile, and
144
the gradient elution condition of mobile phase was as follows: 0 min, 50% B; 30 min,
145
65% B; 35 min, 70% B and 40 min, 100% B. The solvent flow rate was constant at 1
146
mL/min. The detection wavelength was 254 nm. The column was equilibrated with
147
the initial mobile phase for 5 min before the next injection and the injection volume
148
was 10 µL. Peaks were identified and quantified by comparison of retention times and
149
areas using a standard solution containing 15 PAHs with certain concentrations.
150
Preparation of Fe3O4.
151
The Fe3O4 nanocrystal clusters were obtained via a solvothermal method
152
according to a previous report.28 Specifically, 1.35 g of FeCl3.6H2O, 3.85 g of 6
ACS Paragon Plus Environment
Page 6 of 27
Page 7 of 27
Journal of Agricultural and Food Chemistry
153
NH4OAc and 0.4 g of sodium citrate were dissolved in 70 mL of ethylene glycol. The
154
mixture were stirred continuously for 1 h at 100 ºC and then transferred into a
155
Teflon-lined stainless-steel autoclave (100 mL capacity). The autoclave was heated at
156
200 ºC and maintained for 16 h, and then it was cooled to room temperature.
157
Subsequently, the product was poured into a 150 mL beaker and collected by applying
158
a magnet to the outer wall of the beaker. The product was washed with ethanol and
159
water. The process of collection and washing was repeated three times. The final
160
product was dried at 45 ºC for further use.
161
Preparation of Fe3O4@COF(TpBD).
162
The Fe3O4@COF(TpBD) materials were synthesized according to the reported
163
method.27 16 mg of the obtained Fe3O4, 11 mL of THF and 16 mg of BD were mixed
164
in a vial. The mixture was sonicated for 10 min and then refluxed with stirring for 30
165
min at 50 ºC. Subsequently, a THF solution of Tp (12 mg, 4 mL) was dropped into the
166
mixture at a rate of 400 µL/min. The mixture was stirred at 50 ºC for 12 h after
167
completion of the dropwise addition, and the solvent was evaporated on a rotary
168
evaporator at 45 ºC to give the product.
169
Sample preparation.
170
Sample preparation was performed according to reported methods
29-31
with
171
some modifications. Smoked pork, wild fish, grilled fish, smoked bacon and coffee
172
were purchased from local market in Qufu, China. 2 g of meat samples triturated with
173
a grinder were weighed into a round bottom flask. Then 20 mL of a 2M solution of
174
potassium hydroxide in water-ethanol mixture (1:9, v/v) was added to hydrolyze the
175
sample.29 The obtained mixture was refluxed in a water bath at 70 ºC for 2 h. After
176
that, PAHs were extracted from the hydrolyzed sample with 20 mL acetonitrile under 7
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 8 of 27
177
ultrasonic assistance for 20 min. The extracts were centrifuged at 4000 rpm for 10 min
178
and the supernatant was collected. The residue was extracted by 20 mL of acetonitrile
179
twice and the extracts were combined in the flask. The extracts were condensed to
180
dryness using a rotary vacuum evaporator at 50 º C. Then the extracts were
181
redissolved in 1 mL of acetonitrile and were diluted with 9 mL water for the MSPE.30
182
3 g coffee samples were dissolved in 10 mL of hot pure water for 5 min, then filtered
183
and cooled to room temperature.31 River water samples were collected from Yi River
184
in Qufu, China and filtered into a glass bottle, and then stored in a refrigerator at 4 º
185
C.
186
Magnetic Solid Phase Extraction Procedure.
187
As shown in Figure 2, 5 mg of Fe3O4@COF(TpBD) were added to 10 mL of
188
standard solution or sample solution. The solution was vortexed for 12 min. The
189
Fe3O4@COF(TpBD) were then collected by applying a magnet to the outer wall of
190
the vial, and eluted with 1 mL of acetonitrile under ultrasound for 15 min. The
191
supernatant was collected and filtered through a 0.22 µm membrane to eliminate
192
particulate matter before HPLC analysis.
193
Adsorption Characteristics of the Fe3O4@COF(TpBD).
194
The adsorption characteristics of the materials to PAHs were investigated, and
195
their affinity to the Fe3O4@COF(TpBD) was evaluated and the enrichment factors
196
were investigated. The adsorption capacity was calculated as follows:
197
qt=(C0 - Ct)V/m
(1)
198
where qt (mg/g) is the adsorption capacity of the adsorbent. C0 (g/L) is the initial
199
concentration of PAHs, and Ct (g/L) is the concentration of PAHs at adsorption time t.
200
V (mL) and m (g) are the volume of the solution and the weight of sorbent, 8
ACS Paragon Plus Environment
Page 9 of 27
Journal of Agricultural and Food Chemistry
201
respectively.
202
Validation of the proposed method
203
The proposed method was validated in terms of linearity, limit of detection
204
(LOD), limit of quantification (LOQ), accuracy and precision. A calibration curve for
205
each PAH was constructed by plotting the peak area versus concentration at eight
206
different concentrations, in the range of 1-100 ng/mL under the optimized
207
experimental conditions. The LODs and LOQs were estimated in accordance with the
208
baseline noise method at a signal-to-noise ratio (S/N) of 3 and 10, respectively. The
209
accuracy of the method was evaluated by the recovery. Recovery studies were carried
210
out for three replicates by spiking a known amount of standard to samples. Recoveries
211
were calculated from the differences in total concentrations between spiked and
212
unspiked samples. The precisions were expressed as the intra-day and inter-day
213
relative standard deviations (RSDs), which were assessed by the analysis of 15 PAHs
214
in a standard solution. Intra-day precision was determined by running a standard
215
solution with three replicates in the same day, and inter-day precision was obtained by
216
analyzing the same sample every two days with three replicates.
217
RESULTS AND DISCUSSION
218
Characterization of the Fe3O4@COF(TpBD).
219
Transmission electron microscope (TEM) was utilized to characterize the
220
as-obtained Fe3O4 and Fe3O4@COF(TpBD). Figure 3A is the TEM image of the
221
Fe3O4 nanomaterials, showing the uniform spherical shape. Figure 3B is the TEM
222
image of the Fe3O4@COF(TpBD) nanomaterials. It can be seen that the covalent
223
organic frameworks deposited on the Fe3O4 particles after polymerization, forming an
224
about 100 nm thick organic shell with continuous and smooth appearance. And the 9
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 10 of 27
225
microspheres evidently displayed the well-defined core-shell appearance, and the
226
uniform spherical shape, without observation of any impurities.
227
The
chemical
composition
and
structure
of
the
Fe3O4@COF(TpBD)
228
nanomaterials were confirmed by Fourier transform infrared (FT-IR) spectroscopy
229
(Figure 3C). Sample pellets were prepared using anhydrous KBr and the
230
corresponding materials. The transmittance of the pellets was measured from 4000 to
231
400 cm-1. Compared to the spectra of COF(TpBD), that of Fe3O4@COF(TpBD)
232
showed additional adsorption bands at 606 cm-1, which was attributed to the Fe-O-Fe
233
vibrations of magnetite.32 The characteristic stretching bands of O-H group and
234
aromatic C=C units were at 3432 cm-1 and 1442 cm-1, respectively. The signals at
235
1292 cm-1 and 1605 cm-1 were compatible with the presence of C-N stretching27 and
236
C=N bonds33.
237
To further evaluate the functionalization of COF(TpBD) on the surface of Fe3O4,
238
the XRD patterns of the Fe3O4, COF(TpBD) and Fe3O4@COF(TpBD) nanomaterials
239
were obtained. As shown in Figure 3D, the most intense peak at 7.3º and 27.4º
240
corresponding to the (200) and (001) reflection plane was the same as the reported
241
data,27 with the other diffraction peaks at 30.3º, 35.7º, 43.1º, 54.1º, 57.5º and 62.9º
242
indexed to the cubic structure of Fe3O4 crystals by the Mercury 3.6 software. In
243
contrast, COF(TpBD) had only two very weak shoulders at about 6.3º and 27.4º,
244
confirming the successful preparation of Fe3O4@COF(TpBD).27
245
To evaluate the porous structure, N2 adsorption measurements were carried out at
246
77 K.27 As shown in Figure 3E, the Fe3O4@COF(TpBD) microspheres showed typical
247
type IV characteristics, which were indicative of a mesoporous character.32 The
248
Brunauer-Emmett-Teller (BET) surface area and pore volume were calculated to be as 10
ACS Paragon Plus Environment
Page 11 of 27
Journal of Agricultural and Food Chemistry
249
high as 114.55 m2/g and 0.31 cm3/g, respectively, and the average pore diameter of the
250
Fe3O4@COF(TpBD) was approximately 5.34 nm. The above results demonstrated the
251
enhanced surface area and porosity in Fe3O4@COF(TpBD).
252
The magnetic hysteresis curve (Figure 3F) indicated that the Fe3O4@COF(TpBD)
253
possessed superparamagnetic properties with a saturated magnetization value of 61.1
254
emu/g. Compared with the pure Fe3O4 (87.8 emu/g), the magnetic content in the
255
Fe3O4@COF(TpBD) reached 69.6%. Such high saturation magnetization endowed the
256
Fe3O4@COF(TpBD) with a fast response to an external magnetic field.
257
Optimization of MSPE conditions.
258
In order to realize the rapid and efficient enrichment, the major experimental
259
parameters that may affect the performance of MSPE were investigated, including
260
eluent, amount of sorbent, adsorption time and desorption time. The performance of
261
MSPE could be evaluated by determining the extraction recovery (ER), which is
262
defined as the ratio of the total amount of the PAHs in the desorption solution after
263
MSPE extraction and the total amount of PAHs originally present in standard solution
264
before MSPE extraction.
265
It is well known that the type of eluent is critical to MSPE extraction efficiency.
266
Therefore, different types of eluent were applied including dichloromethane,
267
acetonitrile, acetone and n-hexane. Acetonitrile gave the highest ER, and so it was
268
selected as the eluent in the following MSPE experiments.
269
Extraction efficiency is usually enhanced by increasing the adsorption time until
270
reaching the extraction equilibrium. In this work, the effect of adsorption time on
271
extraction efficiency was conducted by varying the oscillation time in the range of 2
272
to 24 min with a fixed desorption time of 20 min and a fixed sorbent amount of 10 mg. 11
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
273
The ER increased in the range of 2 to 12 min, but further prolonging the extraction
274
time there was no significant change. Therefore, 12 min was selected as the optimal
275
extraction time for further work.
276
Desorption time was also studied in the range of 5-30 min with a fixed
277
adsorption time of 12 min and a fixed sorbent amount of 10 mg. The ER increased in
278
the range of 5-15 min, and the further extension of desorption time has no significant
279
change. Therefore, 15 min was selected as the optimal desorption time in the
280
following extractions.
281
The effect of the sorbent amount on extraction efficiency was studied in the range
282
of 1-10 mg under the optimized adsorption and desorption time. With the increase of
283
Fe3O4@COF(TpBD), the ER was enhanced for PAHs when the sorbent amount
284
increased from 1 to 5 mg. Further increase in the amount of Fe3O4@COF(TpBD) did
285
not result in an obvious change. So, 5 mg was selected as the optimal condition in the
286
following MSPE.
287
Investigate on adsorption kinetics
288
The investigation of adsorption kinetics can assist the research of the rate of
289
PAHs adsorption for the Fe3O4@COF(TpBD) sorbent. In this work, we calculated the
290
amount of PAHs adsorbed by the Fe3O4@COF(TpBD) under the condition of room
291
temperature. The Fe3O4@COF(TpBD) achieved adsorption saturation at 12 min.
292
For further explication, we utilized different kinetic models to simulate the
293
experimental data, such as pseudo-first-order model (introduced initially by Lagergren)
294
and pseudo-second-order model32. The pseudo-first-order model can be expressed as:
295 296
ln(qe-q) = lnqe- k1t34
(2)
where the constants t (min) and q (mg/g) are the adsorption time and the 12
ACS Paragon Plus Environment
Page 12 of 27
Page 13 of 27
Journal of Agricultural and Food Chemistry
297
adsorption capacity of the sorbent, respectively, qe is the adsorption capacity of the
298
sorbent at equilibrium, and k1 is the rate constant of pseudo-first-order model. This
299
equation is also the intraparticle diffusion equation34-37 and is usually used to describe
300
the physisorption behavior between the sorbent and target analyte.
301
The pseudo-second-order model can be expressed as: t/q= 1/(k2qe2) + t/qe34
302
(3)
303
where the constants t (min) and q (mg/g) are the adsorption time and the
304
adsorption capacity of the sorbent, respectively, qe is the adsorption capacity of the
305
sorbent at equilibrium, and k2 is the rate constant of pseudo-second-order model. The
306
pseudo-second-order model is often used to describe the process controlled by the
307
adsorption reaction at the liquid/solid interface in the adsorbent38.
308
In order to evaluate which model the system fits best, we compared R2 values for
309
the two different models: pseudo-first-order (y(1) = ln(qe-q)); and pseudo-second-order
310
(y(2)=t/q). The determination coefficient R2 should be computed for the same function
311
y=q in both cases, so as to get a reliable estimate for the comparison of these two
312
models.34
313
(R2=0.6625-0.9395) and pseudo-second-order model (R2=0.9902-0.9977) indicated
314
that the pseudo-second-order model was better at describing the behavior of
315
Fe3O4@COF(TpBD) sorbent for PAHs adsorption, suggesting that the adsorption was
316
based on the adsorption capacity of the surface sites on Fe3O4@COF(TpBD) at
317
equilibrium.33
318
Reusability of the Fe3O4@COF(TpBD).
The
comparison
of
the
R2 between
pseudo-first-order
model
319
The reusability of the Fe3O4@COF(TpBD) for adsorption of PAHs was tested in
320
several successive runs, with the Fe3O4@COF(TpBD) being washed three times with 13
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
321
ethanol and air-dried at room temperature before the next use). The reusability of the
322
Fe3O4@COF(TpBD) was evaluated by normalizing the adsorption capacity of the
323
PAHs at each adsorption run in a ratio to the adsorption capacity in the first cycle. We
324
observed that the adsorption capacities of the Fe3O4@COF(TpBD) were only
325
decreased by 2-13% after three runs of PAHs adsorption, indicating the mechanical
326
stability and excellent reusability of Fe3O4@COF(TpBD).
327
Method validation and comparison
328
Good linearity was achieved for 15 PAHs with the linear correlation coefficients
329
(R2) being above 0.9990. The LODs and LOQs for these PAHs were calculated at S/N
330
ratio of 3 and 10, ranging from 0.83 to 11.70 ng/L and 2.76 to 39.00 ng/L, respectively.
331
The real samples unspiked and spiked with PAHs at two concentration levels (1 and
332
10 µg/L for water sample, 1 and 10 µg/kg for solid sample) were analyzed by the
333
proposed method (n=3). The results of recovery are summarized in Table 1.
334
Recoveries of the PAHs at two concentration levels were in the range of 84.3-107.1%,
335
with RSDs within 4.3%, indicating the good accuracy of the proposed method. The
336
intra-day precision for the tested sample ranged from 1.6-3.7%, while the inter-day
337
precision was 2.5-4.3%. The above results indicated that the proposed method is
338
reliable for the determination of PAHs in food samples.
339
In order to clearly describe the advantages of the proposed method, the
340
comparisons of the developed method to previously reported methods for PAHs
341
detection is summarized. The proposed method exhibited several advantages. First,
342
compared to the reported materials, less sorbent, eluent and time were required to
343
concentrate the trace targeted PAHs from larger volumes of samples, indicating the
344
prepared Fe3O4@COF(TpBD) with higher extraction efficiency and better 14
ACS Paragon Plus Environment
Page 14 of 27
Page 15 of 27
Journal of Agricultural and Food Chemistry
345
applicability for targeted PAHs determination. The recovery of the proposed method
346
was higher than most of the reported methods. Our new method also offered lower
347
LODs than the methods based on HPLC-UV or HPLC-DAD. The results proved that
348
the proposed method was facile and sufficiently sensitive for PAHs detection in
349
complex food samples.
350
Analysis of PAHs in real samples.
351
The proposed method was evaluated for its potential application for PAHs
352
extraction in real samples, including smoked pork, wild fish, grilled fish, smoked
353
bacon, coffee and water. Real samples unspiked and spiked with 15 PAHs at two
354
concentration levels were analyzed by the proposed method (n=3). The results are
355
shown in Table 1 and the representative HPLC chromatograms are shown in Figure 4.
356
In coffee sample, only phenanthrene was found, while six PAHs were detected in the
357
smoked bacon sample with a content range of 0.001-0.006 µg/kg. Additionally,
358
fluorene and benzoapyrene in smoked pork sample were found with concentrations of
359
5.24 and 2.82 µg/kg respectively. As indicated in Table 1, fluorene, phenanthrene and
360
anthracene were determined in wild fish, and higher value of PAHs was observed in
361
grilled fish sample than other tested foods samples. Five PAHs were detected in the
362
water, ranging from 0.02-1.43 µg/L.The above results revealed that the proposed
363
method showed excellent applicability and feasibility for trace PAHs analysis in
364
complex food samples.
365
Fe3O4@COF(TpBD) as a sorbent in MSPE for the extraction of PAHs from food
366
samples. We anticipate the present study may provide new insights and inspirations
367
for the detection of trace yet hypertoxic PAHs.
This is the first report of the
368 15
ACS Paragon Plus Environment
application of
Journal of Agricultural and Food Chemistry
369
Page 16 of 27
Supporting Information
370
This material is available free of charge via the Internet at http://pubs.acs.org.
371
Supporting information include the recovery of different extraction solvents for
372
smoked bacon and grilled fish, calibration curves, LODs, LOQs, enrichment
373
efficiency and precision data for the method, determination and recoveries of 15 PAHs
374
in river water samples, comparison of our method with the reported methods,
375
optimization of MSPE conditions, and the reusability of the Fe3O4@COF(TpBD).
376
Notes
377
The authors declare no competing financial interest.
378
Acknowledgments
379
This work was supported by The National Natural Science Foundation of China
380
(No. 21677085, 21537001 and 81472986), the Natural Science Foundation of
381
Shandong Province (ZR201702150005), the Project funded by China Postdoctoral
382
Science Foundation (No ZR2017JL012) and the Development Project of Qinghai Key
383
Laboratory (No. 2017-ZJ-Y10).
384 385 386 387 388 389 390 391 392 393 394 395 396 397
References (1) Cui, X.-Y.; Gu, Z.-Y.; Jiang, D.-Q.; Li, Y.; Wang, H.-F.; Yan, X.-P., In situ hydrothermal growth of metal-organic framework 199 films on stainless steel fibers for solid-phase microextraction of gaseous benzene homologues. Anal. chem. 2009, 81, 9771-9777. (2) Liang, H.-D.; Han, D.-M.; Yan, X.-P., Cigarette filter as sorbent for on-line coupling of solid-phase extraction to high-performance liquid chromatography for determination of polycyclic aromatic hydrocarbons in water. J. Chromatogr. A 2006, 1103, 9014. (3) Huo, S.-H.; Yan, X.-P., Facile magnetization of metal-organic framework MIL-101
for
magnetic
solid-phase
extraction
of
polycyclic
aromatic
hydrocarbons in environmental water samples. Analyst 2012, 137, 3445-3451. (4) Xia, Z.; Duan, X.; Tao, S.; Qiu, W.; Liu, D.; Wang, Y.; Wei, S.; Wang, B.; Jiang, Q.; Lu, B., Pollution level, inhalation exposure and lung cancer risk of ambient 16
ACS Paragon Plus Environment
Page 17 of 27
Journal of Agricultural and Food Chemistry
398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433
atmospheric polycyclic aromatic hydrocarbons (PAHs) in Taiyuan, China. Environ. Pollut. 2013, 173, 150-156. (5) Poster, D. L.; Schantz, M. M.; Sander, L. C.; Wise, S. A., Analysis of polycyclic aromatic hydrocarbons (PAHs) in environmental samples: a critical review of gas chromatographic (GC) methods. Anal. Bioanal. Chem. 2006, 386, 859-881. (6) Rivas, J.; Gimeno, O.; Mantell, C.; Portela, J. R.; de la Ossa, E. J. M.; Ruth, G., Supercritical CO2 extraction of PAHs on spiked soil: Co-solvent effect and solvent regeneration by ozonization. J. Hazard. Mater. 2009, 162, 777-784. (7) Nobrega, J. A.; Santos, M. C.; de Sousa, R. A.; Cadore, S.; Barnes, R. M.; Tatro, M., Sample preparation in alkaline media. Spectrochim. Acta, Part B 2006, 61, 465-495. (8) Yang, S.; Chen, C.; Yan, Z.; Cai, Q.; Yao, S., Evaluation of metal-organic framework 5 as a new SPE material for the determination of polycyclic aromatic hydrocarbons in environmental waters. J. Sep. Sci. 2013, 36, 1283-1290. (9) Wang, L.; Weller, C. L., Recent advances in extraction of nutraceuticals from plants. Trends Food Sci. Technol. 2006, 17, 300-312. (10) Moradi, S. E.; Shabani, A. M. H.; Dadfarnia, S.; Emami, S., Sulfonated metal organic framework loaded on iron oxide nanoparticles as a new sorbent for the magnetic solid phase extraction of cadmium from environmental water samples. Anal. Methods 2016, 8, 6337-6346. (11) Li, X.-S.; Zhu, G.-T.; Luo, Y.-B.; Yuan, B.-F.; Feng, Y.-Q., Synthesis and applications of functionalized magnetic materials in sample preparation. TrAC, Trends Anal. Chem. 2013, 45, 233-247. (12) Zheng, H.-B.; Ding, J.; Zheng, S.-J.; Zhu, G.-T.; Yuan, B.-F.; Feng, Y.-Q., Facile synthesis of magnetic carbon nitride nanosheets and its application in magnetic solid phase extraction for polycyclic aromatic hydrocarbons in edible oil samples. Talanta 2016, 148, 46-53. (13) Hu, Y.; Huang, Z.; Liao, J.; Li, G., Chemical bonding approach for fabrication of hybrid magnetic metal-organic framework-5: high efficient adsorbents for magnetic enrichment of trace analytes. Anal.chem. 2013, 85, 6885-6893. (14) Yan, H.; Ahmad-Tajudin, A.; Bengtsson, M.; Xiao, S.; Laurell, T.; Ekstrom, S., Noncovalent antibody immobilization on porous silicon combined with miniaturized solid-phase extraction (SPE) for array based immunoMALDI assays. Anal.chem. 2011, 83, 4942-4948. (15) Zhang, C.; Li, G.; Zhang, Z., A hydrazone covalent organic polymer based micro-solid phase extraction for online analysis of trace Sudan dyes in food 17
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469
Page 18 of 27
samples. J. Chromatogr. A 2015, 1419, 1-9. (16) Yaghi, O. M.; O'keeffe, M.; Ockwig, N. W.; Chae, H. K.; Eddaoudi, M.; Kim, J., Reticular synthesis and the design of new materials. Nature 2003, 423, 705-714. (17) Ferey, G.; Mellot-Draznieks, C.; Serre, C.; Millange, F.; Dutour, J.; Surble, S.; Margiolaki, I., A chromium terephthalate-based solid with unusually large pore volumes and surface area. Science 2005, 309, 2040-2042. (18) Zhao, M.; Deng, C.; Zhang, X.; Yang, P., Facile synthesis of magnetic metal organic frameworks for the enrichment of low-abundance peptides for MALDI-TOF MS analysis. Proteomics 2013, 13, 3387-3392. (19) Wang, G.; Lei, Y.; Song, H., Exploration of metal-organic framework MOF-177 coated fibers for headspace solid-phase microextraction of polychlorinated biphenyls and polycyclic aromatic hydrocarbons. Talanta 2015, 144, 369-374. (20) J. Gao, C. Huang, Y. Lin, P. Tong, L. Zhang, In situ solvothermal synthesis of metal-organic framework
coated fiber for highly
sensitive
solid-phase
microextraction of polycyclic aromatic hydrocarbons. J. Chromatogr. A 2016, 1436, 1-8. (21) J. Ma, Z. Yao, L. Hou, W. Lu, Q. Yang, J. Li, L. Chen, Metal organic frameworks (MOFs) for magnetic solid-phase extraction of pyrazole/pyrrole pesticides in environmental water samples followed by HPLC-DAD determination. Talanta 2016, 161, 686-692. (22) Xu, Y.; Xu, L.; Qi, S.; Dong, Y.; Rahman, Z. u.; Chen, H.; Chen, X., In situ synthesis
of
MIL-100
(Fe)
in
the
capillary
column
for
capillary
electrochromatographic separation of small organic molecules. Anal.chem. 2013, 85, 11369-11375. (23) Zhao, X.; Wong, M.; Mao, C.; Trieu, T. X.; Zhang, J.; Feng, P.; Bu, X., Size-selective crystallization of homochiral camphorate metal-organic frameworks for lanthanide separation. J. Am. Chem. Soc. 2014, 136, 12572-12575. (24) Barreto, A. S.; da Silva, R. L.; dos Santos Silva, S. C. G.; Rodrigues, M. O.; de Simone, C. A.; de Sa, G. F.; Junior, S. A.; Navickiene, S.; de Mesquita, M. E., Potential of a metal-organic framework as a new material for solid-phase extraction of pesticides from lettuce (Lactuca sativa), with analysis by gas chromatography-mass spectrometry. J. Sep. Sci. 2010, 33, 3811-3816. (25) Xia, W.; Zhu, J.; Guo, W.; An, L.; Xia, D.; Zou, R., Well-defined carbon polyhedrons prepared from nano metal-organic frameworks for oxygen reduction. J. Mater. Chem. A 2014, 2, 11606-11613. (26) Maya, F.; Cabello, C. P.; Frizzarin, R. M.; Estela, J. M.; Turnes, G.; Cerda, V., 18
ACS Paragon Plus Environment
Page 19 of 27
Journal of Agricultural and Food Chemistry
470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505
Magnetic solid-phase extraction using metal-organic frameworks (MOFs) and their derived carbons. TrAC Trends Anal. Chem. 2017, 90, 142-152. (27) Tan, J.; Namuangruk, S.; Kong, W.; Kungwan, N.; Guo, J.; Wang, C., Manipulation
of
amorphous-to-crystalline
transformation:
towards
the
construction of covalent organic framework hybrid microspheres with NIR photothermal conversion ability. Angew. Chem., Int. Ed. 2016, 128, 14185-14190. (28) Ma, W.-F.; Zhang, Y.; Li, L.-L.; You, L.-J.; Zhang, P.; Zhang, Y.-T.; Li, J.-M.; Yu, M.; Guo, J.; Lu, H.-J., Tailor-made magnetic Fe3O4@mTiO2 microspheres with a tunable mesoporous anatase shell for highly selective and effective enrichment of phosphopeptides. Acs Nano 2012, 6, 3179-3188. (29) D. Silvester, Determination of 3, 4-benzopyrene and benzanthracene (PAH) in phenolic smoke concentrates. Int. J.Food Sci. Technol. 1980, 15, 413-420. (30) S. Zhang, W. Yao, J. Ying, H. Zhao, Polydopamine-reinforced magnetization of zeolitic imidazolate framework ZIF-7 for magnetic solid-phase extraction of polycyclic aromatic hydrocarbons from the air-water environment. J. Chromatogr. A 2016, 1452, 18-26. (31) Shi, Y.; Wu, H.; Wang, C.; Guo, X.; Du, J.; Du, L., Determination of polycyclic aromatic hydrocarbons in coffee and tea samples by magnetic solid-phase extraction coupled with HPLC-FLD. Food Chem. 2016, 199, 75-80. (32) Lin, G.; Gao, C.; Zheng, Q.; Lei, Z.; Geng, H.; Lin, Z.; Yang, H.; Cai, Z., Room-temperature synthesis of core-shell structured magnetic covalent organic frameworks for efficient enrichment of peptides and simultaneous exclusion of proteins. Chem. Commun. 2017, 53, 3649-3652. (33) Li, Y.; Yang, C.-X.; Yan, X.-P., Controllable preparation of core-shell magnetic covalent-organic framework nanospheres for efficient adsorption and removal of bisphenols in aqueous solution. Chem. Commun. 2017, 53, 2511-2514. (34) Simonin, J.-P., On the comparison of pseudo-first order and pseudo-second order rate laws in the modeling of adsorption kinetics. Chem. Eng. J. 2016, 300, 254-263. (35) Rudzinski, W.; Plazinski, W., Theoretical description of the kinetics of solute adsorption at heterogeneous solid/solution interfaces: On the possibility of distinguishing between the diffusional and the surface reaction kinetics models. Appl. Surf. Sci. 2007, 253, 5827-5840. (36) Chatterjee, A.; Schiewer, S., Multi-resistance kinetic models for biosorption of Cd by raw and immobilized citrus peels in batch and packed-bed columns. Chem. Eng. J. 2014, 244, 105-116. 19
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
506 507 508 509 510 511 512 513 514
(37) Simonin, J.-P.; Boute, J., Intraparticle diffusion-adsorption model to describe liquid/solid adsorption kinetics. Rev. Mex. Ing. Quim. 2016, 15, 161-173. (38) Pignatello, J. J.; Xing, B., Mechanisms of slow sorption of organic chemicals to natural particles. Environ. Sci. Technol. 1995, 30, 1-11.
20
ACS Paragon Plus Environment
Page 20 of 27
Page 21 of 27
Journal of Agricultural and Food Chemistry
Figure Caption Figure 1. Chemical structures of naphthalene, 1, acenaphthylene, 2, fluorene, 3, phenanthrene, 4,
anthracene, 5,
fluoranthene,
pyrene,
6,
7, perylene, 8
benzo[a]anthracene, 9, chrysene, 10, benzo[b]fluoranthene, 11, benzo[k]fluorathene, 12, benzoapyrene, 13, dibenz[a,h]anthracene, 14 and benzo[g,h,i]peryrene, 15. Figure 2. Schematic fabrication process of Fe3O4@COF(TpBD) and application to magnetic solid phase extraction. Figure 3. (A) TEM images of Fe3O4 nanocrystal clusters; (B) TEM images of Fe3O4@COF(TpBD);
(C)
FT-IR
spectra
of
Fe3O4,
COF(TpBD)
and
Fe3O4@COF(TpBD);
(D)
XRD
spectra
of
Fe3O4,
COF(TpBD)
and
Fe3O4@COF(TpBD); (E) The N2 adsorption-desorption isotherms of as-synthesized Fe3O4@COF(TpBD); (F) Magnetic curves of Fe3O4 and Fe3O4@COF(TpBD). Figure 4. Typical chromatograms obtained after MSPE from spiked real samples. Peak identification: 1, naphthalene; 2, acenaphthylene; 3, fluorene; 4, phenanthrene; 5, anthracene; 6, fluoranthene; 7, pyrene; 8, perylene; 9, benzo[a]anthracene; 10, chrysene; 11, benzo[b]fluoranthene; 12, benzo[k]fluorathene; 13, benzoapyrene; 14, dibenz[a,h]anthracene; 15, benzo[g,h,i]peryrene.
21
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 22 of 27
Table 1 Determination and Recoveries of 15 PAHs in Real Samples (n=3). Analytes
Smoked pork
Wild fish
Grilled fish
Smoked bacon
Coffee
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
Found (µg/kg)
N.D.
N.D.
5.24
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
2.82
N.D.
N.D.
Recoverya (%)
88.7±1.4
86.6±2.5
99.2±1.7
98.4±3.4
97.1±2.6
98.3±3.2
96.8±1.3
100.2±2.1
95.6±2.5
93.4±1.8
89.6±1.1
93.5±3.4
91.7±3.7
95.2±1.5
102.3±2.7
Recoveryb (%)
99.3±1.7
100.2±2.3
102.3±2.5
97.8±3.1
87.6±1.6
102.5±1.8
95.4±1.5
98.6±2.6
89.8±3.2
89.3±2.4
95.1±1.4
95.3±3.5
89.4±2.4
99.2±2.1
95.7±2.4
Found (µg/kg)
N.D.
N.D.
18.72
12.02
12.03
N.D
N.D
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
Recoverya (%)
86.9±3.5
95.8±2.7
91.1±1.7
98.3±2.5
97.3±2.4
96.7±2.7
98.4±1.4
94.9±1.7
99.2±1.9
101.2±2.1
89.1±1.9
102.9±2.3
94.5±2.3
99.6±2.7
101.4±3.8
Recoveryb (%)
96.7±2.1
88.1±3.9
86.9±2.7
94.2±3.3
95.6±2.7
95.5±3.5
102.6±1.3
101.6±2.4
99.5±3.2
105.1±2.3
101.3±2.6
92.6±2.1
99.8±2.6
96.1±3.5
103.7±3.1
Found (µg/kg)
N.D.
N.D.
89.12
76.38
70.45
N.D.
23.26
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
Recoverya (%)
86.7±2.4
92.1±1.5
89.3±4.1
91.5±3.4
94.2±2.6
88.5±1.8
96.9±3.5
95.7±1.9
99.4±2.9
96.7±2.5
101.2±2.4
89.8±1.8
93.4±2.7
94.8±3.4
100.3±3.6
Recoveryb (%)
89.6±1.6
102.4±4.0
91.3±1.4
94.6±2.3
96.1±3.1
87.4±3.7
88.7±2.5
93.6±3.6
95.6±1.7
102.3±3.4
94.8±1.9
103.4±2.8
93.7±1.7
96.9±2.7
98.5±2.4
Found (µg/kg)
0.001
0.001
0.001
0.001
N.D.
0.006
N.D.
N.D.
N.D.
0.001
N.D.
N.D.
N.D.
N.D.
N.D.
Recoverya (%)
85.7±2.1
84.6±2.3
99.2±1.5
88.4±2.4
95.1±0.6
95.3±3.4
86.8±1.3
104±2.1
97.6±2.5
91.4±1.8
86.6±2.1
95.5±2.4
101.7±2.7
98.2±2.5
102.1±3.7
Recoveryb (%)
100.3±0.7
100.2±1.3
104.3±2.5
87.8±2.1
84.6±2.6
103.5±1.5
85.4±3.5
88.93±1.6
89±3.6
86.3±2.4
85.1±1.4
85.3±3.2
88.4±3.4
100.2±2.1
85.7±2.4
Found (µg/kg)
N.D.
N.D.
N.D.
0.05
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.
Recoverya (%)
88.7±1.5
94.5±1.8
104.3±1.2
86.8±3.2
85.2±0.8
98.1±2.1
89.1±1.8
97.8±1.7
88.5±4.3
95.5±2.9
85.7±2.1
84.4±3.6
99.8±1.5
101.1±3.4
88.5±2.7
Recoveryb (%)
84.3±3.2
84.8±1.6
99.2±2.1
87.6±2.1
84.8±3.2
103.2±4.3
85.4±3.6
87.1±2.4
85.8±1.5
89.6±1.5
85.2±1.7
85.7±2.9
87.3±4.1
96.9±2.8
98.1±3.5
N.D.: not detected; Recoverya and Recoveryb: spiked with 10 µg/kg level and 1 µg/kg of PAHs, respectively; Analytes: 1, naphthalene; 2, acenaphthylene; 3, fluorene; 4, phenanthrene; 5, anthracene; 6, fluoranthene; 7, pyrene; 8, perylene; 9, benzo[a]anthracene; 10, chrysene; 11, benzo[b]fluoranthene; 12, benzo[k]fluorathene; 13, benzoapyrene; 14, dibenz[a,h]anthracene; 15, benzo[g,h,i]peryrene.
22
ACS Paragon Plus Environment
Page 23 of 27
Journal of Agricultural and Food Chemistry
Figure 1.
23
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Figure 2.
24
ACS Paragon Plus Environment
Page 24 of 27
Page 25 of 27
Journal of Agricultural and Food Chemistry
Figure 3.
25
ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Figure 4.
26
ACS Paragon Plus Environment
Page 26 of 27
Page 27 of 27
Journal of Agricultural and Food Chemistry
Table of Contents Graphic
27
ACS Paragon Plus Environment