Subscriber access provided by University of South Dakota
Food Safety and Toxicology
Tracking, Behavior and Fate of 58 Pesticides Originated from Hops during Beer Brewing. Martin Dusek, Vladimíra Jandovská, and Jana Olšovská J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.8b03416 • Publication Date (Web): 03 Sep 2018 Downloaded from http://pubs.acs.org on September 7, 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 26
Journal of Agricultural and Food Chemistry
Tracking, Behavior and Fate of 58 Pesticides Originated from Hops during Beer Brewing Martin Dušek1*, Vladimíra Jandovská1,2, Jana Olšovská1 1
Research Institute of Brewing and Malting, Lípová 15, CZ–120 44 Prague 2, Czech Republic
2
Faculty of Science, Charles University, Albertov 6, CZ–128 43 Prague 2, Czech Republic
*Corresponding author, e-mail
[email protected], telephone +420 224 900 184
1 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
ABSTRACT The study presents tracking of 58 pesticide residues associated with hops to estimate their carryover into brewed beer. The pesticides were spiked onto organic hops at a concentration of 15 mg/kg, and the wort was boiled with the artificially contaminated hops and fermented on a laboratory scale. Samples were collected during the whole brewing process and pesticide residues were extracted using a method known as QuEChERS (quick, easy, cheap, effective, rugged, and safe). An HPLC-HR-MS/MS method was developed and validated to identify and quantitate pesticide residues in treated hops, spent hops, hopped wort, green beer, and beer samples. Quantitation was achieved using standard addition with isotopically labeled standards. The carryover percentages into hopped wort and the percentages of decay reduction relative to the amount spiked on hops were calculated. The relationship between the partition coefficients n-octanol–water (log P values) and the residual ratios (RW and RB) of a pesticide were evaluated to predict their behavior during hopping of wort and fermentation. Pesticides with a high log P values (>3.75) tended to remain in spent hops. The pesticides that have a low log P value up to approximately 3 could represent the demarcation lines of appreciable transfer rate of pesticides from hops to beer. Consequently, the pesticides were divided into three categories depending upon their fate during the brewing process. The most potential risk category represents a group involving the thermostable pesticides, such as azoxystrobin, boscalid, dimethomorph, flonicamid, imidacloprid, mandipropamid, myclobutanil, and thiamethoxam, which were transferred at high rates from the pesticide enriched hops into beer during the laboratory brewing trial. These results can be used as a guideline in the application of pesticides on hop plants that would reduce the level of pesticide residues in beer and their exposure in humans.
Key words: Pesticide residues, fate, thermal stability, hops, wort, green beer, beer
2 ACS Paragon Plus Environment
Page 2 of 26
Page 3 of 26
Journal of Agricultural and Food Chemistry
1
INTRODUCTION
2
Beer is made from just four main ingredients: barley, hops, water and yeast. Barley is the
3
most commonly used grain for malting, but malts can be also made from wheat, rye, and some
4
other cereal. The hops, Humulus lupulus, is a flowering plant belonging to the family
5
Cannabaceae, whose non-fertilized flowers, that are also called seed cones or strobiles, have
6
on the inside of the flower a cluster of yellow lupulin glands. The strobiles store acids and oils
7
that give beer its bitterness and aroma and represent an irreplaceable key ingredient for beer
8
production. An agricultural production of barley and hops is frequently negatively affected
9
due to bacterial diseases, fungus and mildew, virus diseases, as well as pests and parasitic
10
attacks. For this reason, agrochemical usage in various combinations on barley and hop plants
11
cultivation makes it possible to reach good yields and reduce the losses during storage. Hop
12
plant belongs to crops with intensive chemical protection and pesticides such as azoxystrobin,
13
boscalid, cyhalothrin, dithianon, dimethomorph, flonicamid, hexythiazox, imidacloprid,
14
mandipropamid, myclobutanil, pyraclostrobin, triadimenol, trifloxystrobin represent pesticide
15
residues typically found in hops.1
16
Agrochemicals applied on crops can persist in the plants for a long time and could be
17
carried over to processed food - beer from raw materials - malt and hops.2 Malt is germinated
18
barley and the behavior of pesticides during malting operations (steeping, germinating,
19
kilning and drying) was studied and published.3,4 The fate of pesticide residues or some
20
fungicidally active metabolites was described in several publications 5-7 including an extensive
21
study that investigated the fates of more than 300 pesticides during beer brewing.8 These
22
studies were predominantly based on spiking malt with a mixture of pesticides and
23
observation of their carryover to beer during brewing process via the steps such as mashing,
24
lautering, boiling, and fermentation. The authors of these studies concluded that the
25
agrochemicals applied on barley crops remain in malt only in case that their residues have log
26
P values between 2 and 4.3,4 On the contrary, during malting the pesticide residues with
27
higher log P than 2 tended to be absorbed into spent grain and they were not dominantly
28
carried over into sweet wort.8 Thus, the variation of the content of pesticide residues during
29
the whole brewing process is predominantly influenced by the input of agrochemicals from
30
hops. The fate of pesticide residues coming from the agrochemicals applied in a hop yard
31
during beer brewing was thoroughly studied only for a few mostly GC-amenable pesticides,
32
such as chlorfenapyr, quinoxyfen, tebuconazole, fenarimol, or dimethomorph.9,10
33
In our initial set of experiments, we focused on laboratory scale beer brewing from hops
34
artificially spiked with the mixture of 58 pesticides, including fungicides, insecticides, and 3 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
Page 4 of 26
35
their metabolites. The list of compounds included 16 pesticides registered for the use on hops
36
in the Czech Republic by the Central Institute for Supervising and Testing in Agriculture.
37
These 16 pesticides (abamectin, azoxystrobin, boscalid, cymoxanil, fenpyroximate,
38
flonicamid,
39
quinoxyfen, spirotetramat, tebuconazole, thiamethoxam, triflumizole) represent the most
40
commonly used agrochemicals applied on the hop yards over the world. The laboratory
41
brewing trial of bottom fermented Pilsner-type of beer was conducted to maximally simulate
42
in the industrial scale production. Our attention then focused on determination and
43
quantitation of pesticide residues using HPLC-HR-MS/MS in the samples collected within the
44
whole brewing process.
hexythiazox,
imidacloprid,
mandipropamid,
metalaxyl,
pyraclostrobin,
45 46
MATERIALS AND METHODS
47
Chemicals and Material
48
Acetonitrile, methanol, formic acid and ammonium formate (all LC-MS grade), sodium
49
citrate tribasic dihydrate and sodium hydrogencitrate sesquihydrate were purchased from
50
Sigma-Aldrich (Steinheim, Germany). Sodium chloride (anal. grade) was obtained from
51
Lach-Ner (Neratovice, Czech Republic). Magnesium sulfate (anal. grade, >98%) was
52
obtained from Penta (Prague, Czech Republic). Pure water was obtained from a Milli-Q
53
purification system (MilliporeSigma, Burlington, MA, USA).
54
Pesticide standards abamectin, acephate, acetamiprid, ametoctradin, azoxystrobin,
55
bifenthrin, boscalid, bupirimate, carbendazim, chlorantraniliprole, chlorpyrifos, clothianidin,
56
cyazofamid,
57
fenpyroximate, flonicamid, fludioxonil, fluopicolide, fluopyram, hexythiazox, imazalil,
58
imidacloprid, indoxacarb, malaoxon, malathion, mandipropamid, mepanipyrim, metalaxyl,
59
methoxyfenozide, metrafenone, myclobutanil, oxadiazon, penconazol, pendimethalin,
60
pirimicarb, propamocarb, propargite, propiconazol, pyraclostrobin, pyridaben, quinoxyfen,
61
spirodiclofen,
spirotetramat,
spiroxamine,
tebuconazole,
62
thiabendazole,
thiacloprid,
thiamethoxam,
triadimefon,
63
triflumizole and internal standards azoxystrobin-d4, probenecid, thiamethoxam-d3 and
64
triphenyl phosphate (TPP) were purchased from Sigma Aldrich (St. Louis, MO, USA).
cymoxanil,
diflubenzuron,
dimethomorph,
etoxazole,
tebufenozide, triadimenol,
fenpropimorph,
tebufenpyrad, trifloxystrobin,
65
Standard and internal standard stocks solutions (1.0 mg/mL for all except 0.2 mg/mL for
66
ametoctradin, carbendazim and chlorantraniliprole) were prepared in acetonitrile or, in case of
67
a solubility problem, in methanol or acetone and stored at –20°C. A standard mixture
68
solution, with all 58 pesticides, was prepared in acetonitrile at 1 mg/L of each pesticide 4 ACS Paragon Plus Environment
Page 5 of 26
Journal of Agricultural and Food Chemistry
69 70
Preparation Hops Spiked with Pesticides
71
The sample of organically grown, pesticide-free, dried hops cones (Saaz variety) was minced,
72
placed in a tightly closed jar and stored in a freezer. A 10 g sample of ground hop cones was
73
spread into a thin layer on a Petri dish (20 cm I.D.) and subsequently spiked by a pesticide
74
mixture containing 200 µg of each pesticide that corresponds with the spiking concentration
75
20 mg/kg. A 100 mL glass bottle with spray head was used for spiking. After application of
76
the pesticides, 3 mL of acetonitrile was added to the bottle to rinse the rest of pesticides. The
77
spiked hops was dried at room temperature overnight and dry hops sample was gently minced
78
to ensure full homogenization.
79 80
Lab-scale Beer Brewing
81
An infusion mash was employed using a mashing device controlled via PC that allowed
82
setting up individual temperature, time and temperature gradient. In all, 5 batches of 75 g of
83
ground malt were mixed with 400 mL of 44 °C hot brewing water and then heated (1°C/min)
84
to 50°C for a 20-min. protein rest. Next, the mash was heated (1°C/min) to 62°C and rested
85
for 30 minutes. In the next step the mash was heated (1°C/min) to 71°C for a 30-min.
86
saccharification rest. Finally, the mash was heated (1°C/min) to 78°C for 20 min in a mash-
87
off rest. The mash was stirred during the whole process. The hot wort was individually
88
lautered by using a filter paper (approximately 10 min). Prior to the end of filtration 100 ml of
89
65°C hot water was added into each filtration funnel for sparging the spent grain. The worts
90
from all batches were combined to a final volume of approximately 2 L of cold wort, with an
91
original extract of 12.25°P. The original gravity of the sweet wort was adjusted to 10°P
92
(%Plato) by mixing 1 620 mL with 380 mL of water, a 2 L portion of wort was transferred to
93
a 4 L boiling flask and heated to a boil. A 5 g portion (2.5 g per liter of sweet wort) of
94
pesticide enriched hops was added after the boiling started and the boiling was continued for
95
another 90 minutes under atmospheric conditions under a water-cooled reflux condenser. The
96
hopped wort was cooled down for 30 min at laboratory temperature with occasional circular
97
stirring and the spent hops were removed by using a filtration paper rinsed with hot water
98
before filtering. Filtrated hopped wort was rapidly cooled down to the pitching temperature of
99
14°C. Bottom fermenting yeast (10 g, Saccharomyces pastorianus, RIMB 95) was added and
100
the fermentation was conducted pressureless at a constant temperature of 12°C for 7 days.
101
The green beer, free of foam and sedimented yeast, was carefully transferred into a 2 L plastic
102
bottle, well tightened and fermented at 3°C for further six weeks. 5 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
103 104
Extraction and Sample Preparation
105
The spent hops removed by filtration were spread into a thin layer on a Perish dish,
106
covered by filtration paper and left to dry at room temperature for two days. Dry material was
107
gently minced to crush lumps, weighed and 2 g was used for the determination of percent dry
108
matter using the moisture analyzer HR83 (Mettler Toledo, Columbus, OH, USA). Sample
109
preparation procedure for pesticide residue analysis in hops, spent hops, beer and wort was
110
carried out by the citrate QuEChERS method.11 Hops or spent hops sample (1 g, dry weight
111
equivalent) or a portion of 10 mL of liquid samples was placed into a 50 mL centrifuge tube
112
and 10 mL of water was added. The sample was vortexed for 1 minute and left to soak for 30
113
minutes. A 10 ml portion of acetonitrile and 50 µL of internal standard spiking solution
114
(1 mg/L) were added to each tube. After vortexing the sample for 1 minute, the mixture of 4 g
115
of anhydrous magnesium sulfate, 1 g of sodium chloride, 1 g trisodium citrate dehydrate, and
116
0.5 g disodium hydrogen citrate sesquihydrate were added, the tubes were capped, shaken
117
vigorously for 1 min by hand and finally centrifuged at 4500 rpm for 7 min. A 6 mL aliquot
118
of the upper acetonitrile layer was transferred into a 15 ml centrifuge tube containing 0.9 g of
119
magnesium sulfate (150 mg per 1 mL). The tubes were tightly capped, vortexed for 30 s and
120
centrifuged at 4500 rpm for 5 minutes. A 2 mL aliquot of the acetonitrile extract of samples
121
hops and spent hops obtained in the previous step was diluted in a 20 mL volumetric flask and
122
filled up to the mark using acetonitrile. Samples of sweet wort, hopped wort, green beer and
123
beer were analyzed without dilution.
124
Quantitation was done using a standard addition method. Two replicates were measured
125
for each sample. The diluted acetonitrile extract of hops (200 µL each) was pipetted into four
126
2 mL glass vials for each sample, three of which were fortified with the pesticide standard
127
solution (1 mg/L) at the concentration levels of 0.033, 0.067 and 0.100 mg/kg to make the
128
standard addition calibration curve corresponding to 50, 100 and 150% of expected
129
concentration of pesticide residues in the sample extract. The diluted extract of spent hops
130
(300 µL) was fortified at concentrations of 0.25, 0.50 and 0.75 mg/kg for calibration.
131
Undiluted extract of liquid samples (400 µL) was fortified at concentrations of 0.017, 0.033
132
and 0.050 mg/L for calibration. The appropriate volume of acetonitrile was added to each vial
133
to make the final volume of 600 µL.
134 135
Thermal Stability of Pesticides during Boiling of Sweet Wort
6 ACS Paragon Plus Environment
Page 6 of 26
Page 7 of 26
Journal of Agricultural and Food Chemistry
136
The solutions of pesticides in sweet wort were prepared by taking 100 µL (500 µL) aliquots of
137
a stock solution (1 mg/mL) of each pesticide and diluting it in a 1 L volumetric flask with
138
sweet wort (10°P). This resulted in a 100 mg/L mixed solution. The pesticide spiked sweet
139
wort was brought to boil in a 2 L 2-neck round bottom flask under a water-cooled reflux
140
condenser and boiled for 2 hours. The samples were collected prior to boiling, after 35
141
minutes when the boiling began and subsequently after every 15 minutes of boiling. Samples
142
(approx. 15 mL) were pipetted into a 50 mL centrifuge tube immediately cooled on dry ice
143
and placed in the freezer. Before sample preparation the samples were melted down,
144
centrifuged at 4500 rpm for 7 minutes, and 10 mL of supernatant was transferred into 50 ml
145
centrifuge tube, spiked with 50 µL of internal standard solution and processed using citrate
146
QuEChERS method such as described above.
147
Quantitation of pesticide residues was achieved using matrix-matched standard calibration
148
curves with isotopically labeled standards at a concentration of 0.050 mg/L and the calibration
149
curves consisted of four points (0.010, 0.020, 0.050, and 0.100 mg/L, equivalent in a sample).
150 151
LC-MS/MS Analysis
152
HPLC-HR-MS/MS was carried out using a Dionex UltiMate 3000 UHPLC system (Thermo
153
Scientific, Germering, Germany) consisting of a binary pump (HPG-3400RS), an autosampler
154
(WPS-3000TRS), a degasser (SRD-3400) and a column oven (TCC-3000RS). Detection was
155
carried out by a Q-Exactive hybrid quadrupole-orbitrap mass spectrometer (Thermo
156
Scientific, Waltham, MA, USA). Analytes were separated on a reversed-phase C18 Atlantis
157
T3 column (2.1×100 mm, 3 µm) from Waters (Milford, MA, USA) with a corresponding
158
guard C18 column (SecurityGuard ULTRA) from Phenomenex (Aschaffenburg, Germany).
159
The LC-MS system was equipped with a heated electrospray ionization source (HESI-II) and
160
TraceFinder software version 4.1. Chromatographic separation was accomplished using
161
gradient elution with 2 mM ammonium formate containing 0.1% formic acid in water as
162
solvent A and methanol as solvent B; LC gradient: 0 min: 85% of solvent A + 15% of solvent
163
B, 0.5 min: 85% A + 15% B, 9 min: 5% A + 95% B, 15 min: 95% A + 5% B with a flow rate
164
of 340 µL per minute was used. The column oven was heated to 35°C and injection volume
165
was 2 µL.
166
In the positive electrospray ionization (ESI) mode, the ion spray voltage was set at 2.8 kV,
167
the sheath gas flow was at 32 arbitrary units, the auxiliary gas flow rate was kept at 7 arbitrary
168
units, the capillary temperature was set at 295°C and the auxiliary gas heater temperature was
7 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
169
set at 295°C. In the negative ESI mode, the ion spray voltage was set at –2.5 kV. Nitrogen
170
was used as both sheath and auxiliary gas.
171
The mass spectrometer was generally operated in parallel reaction monitoring (PRM). The
172
precursor ions from scheduled inclusion list were, within the retention time window ±0.3 min,
173
filtered in the quadrupole at isolation window (target m/z ± 0.7 amu), fragmented in HCD
174
collision cell, product ions were collected in the C-trap at 17,500 resolution (FWHM, full
175
width at half maximum, at m/z 200), AGC target value of 2e5, and maximum ion injection
176
time of 40 ms and finally two specific pairs of precursor-product ion transitions were
177
monitored for each compound of interest. A mass tolerance of 5 ppm was employed. The
178
normalized collision energy (NCE) was optimized for each compound. Table 1 shows
179
monitored precursor and two daughter ions, retention times and normalized collision energies
180
(NCE). The instrument was externally calibrated prior to each measurement using the mixture
181
of mass calibrants.
182 183
RESULTS AND DISCUSSION
184
Pesticide Residue Analysis in Hops, Spent Hops, Wort, Hopped Wort and Beer
185
The QuEChERS (quick, easy, cheap, effective, rugged, and safe) sample preparation method
186
applied for the determination of compound of interest in this study, was originally developed
187
for the multiresidue analysis of pesticides in produce.12 The method involves an extraction of
188
a sample with acetonitrile, followed by liquid–liquid partitioning using an appropriate mixture
189
of salts, and then, usually a final cleanup step using dispersive solid-phase extraction (dSPE).
190
This sample preparation approach was previously modified and validated for the hops
191
matrix13 and successfully applied for the determination of compounds of interest in the
192
pesticide enriched hops sample and also in spent hops. Sample dilution approach14 as an easy
193
and effective method to overcome massive matrix effect typical for this type of matrix was
194
advantageously applied in view of the fact that organic hops for brewing trial was enriched at
195
a relatively high level (15 mg/kg). Percentage recovery values for all analytes were calculated
196
for 6 replicates at a fortification level of 0.050 mg/kg and most of mean recoveries ranged
197
between 70 and 120% (average 85.5%), with relative standard deviations (RSDs) in the range
198
of 1.4 to 10.4% (average 3.4%). The recoveries outside the range of 70–120% were calculated
199
for imazalil (127.6%), malathion (61.2%), pyridaben (68.6%), and thiabendazole (63.5%).
200
The liquid samples of hopped wort, green beer and beer were prepared using QuEChERS
201
method without the dilution step or additional clean-up step. Pesticide recoveries in beer
202
matrix spiked at the level of 0.050 mg/kg ranging from 80 to 113% (average 95.5%) for all 8 ACS Paragon Plus Environment
Page 8 of 26
Page 9 of 26
Journal of Agricultural and Food Chemistry
203
compounds of interest, and RSD values were lower than 10% for all analytes. The limit of
204
detection (LOD) and the limit of quantitation (LOQ) were estimated for spiked samples on the
205
basis of a signal-to-noise ratio of 3:1 and 10:1, respectively. The limit of quantitation was
206
mostly 0.2 mg/kg for ten times diluted acetonitrile extract of hops or spent hops, and 0.5 µg/L
207
for samples of hopped wort, green beer and beer. The limits of quantitation for pesticide
208
residues, such as acephate, abamectin, bifenthrin, boscalid, cyazofamid, dimethomorph,
209
flonicamid, hexythiazox, myclobutanil, oxadiazon, pendimethalin, propiconazol, quinoxyfen,
210
spirodiclofen, and triadimenol were 0.5 mg/kg or 1 µg/L, respectively. Considering the
211
complexity of these matrices and the need of using calibration in the matrix to compensate
212
matrix effects, a standard addition method based on three level standard additions in the
213
samples was employed to quantitate pesticide residues in all samples collected during the
214
laboratory brewing trial.
215 216
Transfer of Pesticide Residues from Hops to Wort During Hopping
217
The pesticide residue levels in pesticide enriched hops were determined (see Table 3) prior to
218
the brewing trial and the dose of hops (2.5 g/L) was modified to set up the concentration of
219
pesticide residue to 35-40 mg per liter of hopped wort. Laboratory‐scale brewing trials of a
220
10°P pale “Pilsner” type of beer were conducted to study the fate of pesticide residues during
221
wort hopping. To verify that the wort and beer which were produced on the lab scale fitted the
222
specifications for this type of beer15 some characteristic parameters were checked and are
223
depicted in Table 2. The amount of pesticide residues in spent hops and hopped wort was
224
quantified as described in Material and Methods; the variation of pesticide residues in both
225
materials allowed us to classify these pesticides based on their behavior. Table 3 shows that
226
all pesticides involved in this study were separated into three groups (A, B and C), the amount
227
of pesticide residues determined in spent hops (mg/kg), hopped wort (mg/kg) and the
228
corresponding transfer rates (%) represent the amount of pesticide that was found in each
229
matrix related to the initial concentration in the pesticide spiked hops before hopping wort
230
(see Table 2, columns 4 and 6). The sorting into these three groups was done based on the
231
behavior during boiling wort and includes the following sorts: (A) the pesticide carryover
232
percentages into hopped wort against the amount spiked on hops were at least 50%; (B)
233
pesticides remained in spent hops or were extracted from less than 50%; (C) pesticides which
234
were not detected at all or were detected only at trace level. The results clearly showed that
235
boiling for 90 minutes has a significant influence on the amount of a few pesticides that were
236
sorted into group A and B. Total amount of pesticides such as triflumizole (71%), bupirimate 9 ACS Paragon Plus Environment
Journal of Agricultural and Food Chemistry
237
(57%), chlorantraniliprole (56%) and mepanipyrim (51%) was reduced more than about 50%
238
due to unspecified thermal decomposition, pyrolysis, hydrolysis or/and adsorption onto
239
insoluble components, which probably represent the dominant and common reason for
240
pesticide losses during wort hopping.8 The percentages of these losses were calculated and are
241
listed in Table 3 (column 7) for each pesticide.
242
The ability of pesticides to be carried over into hopped wort was expressed as residual
243
ratio (RW) and calculated on the basin of pesticide amount in hopped wort compared to the
244
sum of amounts of the pesticide in spent hops and hopped wort. This approach is different
245
from the calculation used by Inoue at al.8, who calculated the residual ratio solely on the basis
246
of a comparison with the amount of pesticide initially spiked. This approach is not able to
247
distinguish whether the pesticide was not transferred due to its poor extraction ability or its
248
low thermal stability or it was adsorbed onto insoluble components. Thus, this inaccurate
249
expression of the residual ratio of some pesticides could affect their right correlation with the
250
log P values. On the contrary, the calculation used in this study allowed us to express the
251
residual ratio (RW) more precisely without influences due to pesticide losses as described
252
above. The behavior of pesticides during wort hopping can thus be newly described based on
253
two parameters: (1) the residual ratio (RW) that expresses the efficiency of extraction from raw
254
material (see Table 3, column 10) and (2) the decay percentages during boiling of wort (see
255
Table 3, column 7). The carryover of pesticides could be related to their partition coefficients
256
between n-octanol and water (log P values) as published by Navarro et al.4 and Miyake et al.3
257
for the pesticide fate during barley malting or by Miyake and Tajima7 and Inoue et al.8 for
258
pesticides carried over into sweet wort from malt. The graphs in Figure 1 show a correlation
259
between residual ratios (RW) and log P values for all pesticides sorted in groups A and B (see
260
Table 3, column 13). The relationship between these values was assessed by LOWESS
261
(Locally Weighted Scatterplot Smoothing) regression analysis and is represented by a smooth
262
curve through the data points. The results show that water soluble pesticides (log P < 3) were
263
extracted at >70% and pesticides that have low log P value of