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The Bitter Chemodiversity of Hops (Humulus lupulus L.) Michael Dresel, Christian Vogt, Andreas Dunkel, and Thomas Hofmann J. Agric. Food Chem., Just Accepted Manuscript • DOI: 10.1021/acs.jafc.6b03933 • Publication Date (Web): 03 Oct 2016 Downloaded from http://pubs.acs.org on October 9, 2016
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Journal of Agricultural and Food Chemistry
1
The Bitter Chemodiversity of Hops (Humulus
2
lupulus L.)
3 Michael Dresel, Christian Vogt, Andreas Dunkel, and Thomas Hofmann*
4 5 6 7
Chair of Food Chemistry and Molecular Sensory Science, Technische Universität
8
München, Lise-Meitner-Str. 34, D-84354 Freising, Germany
9 10 11 12 13 14 15
*
16
PHONE
+49-8161/71-2902
17
FAX
+49-8161/71-2949
18
E-MAIL
[email protected] To whom correspondence should be addressed
19 20
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21
Abstract
22
To map the chemodiversity of key bitter compounds in hops, a total of 75 different
23
samples collected from the global hop market were analyzed for 117 key bitter
24
tastants by means of a multiparametric HPLC-MS/MSMRM method. Among the
25
compounds detected, 2′′,3′′-epoxyxanthohumol was detected for the first time in hops
26
and isoxanthohumol M was identified as a marker compound for varieties grown in
27
Germany. Hop ageing experiments in the absence and presence of air oxygen,
28
respectively, were conducted to address the stability of hop-derived compounds
29
during long-term storage.
30 31
Keywords:
32
Bitter taste, xanthohumol, prenylated flavanoids, hops, iso-α-acids, β-acids,
33
humulones, sensometabolites, Humulus lupulus L.
34 35
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Journal of Agricultural and Food Chemistry
INTRODUCTION
37 38
For many centuries, hops (Humulus lupulus L.) has been used as an essential
39
ingredient in the brewing process to impart the alluring aroma and typical bitter taste
40
of the final beverage. Recently, craftbrewers are seeking new hop varieties to
41
produce beers with unique flavors, which led to the breeding of so-called flavor hop
42
varieties that form a new category besides the established categories bitter and
43
aroma hops.1 However, the hop industry faces a huge overproduction during the last
44
5 years which adds to over 10.000 tons α-acids and equals the amount of α-acids
45
needed for 1 year.1 Successful breeding of varieties suitable for storage with an
46
excellent flavor profile might prevent a massive financial impairment and overcome
47
supply shortenings in times when more hops is needed than produced. A new
48
approach toward felicitous breeding is the understanding of the molecular
49
mechanisms during storage and the identification of crucial precursors on a
50
molecular level.
51
Among the key taste compounds identified in the hop hard (1 - 40a/b, Figure 1)
52
and soft resin (41 - 65, Figure 2), the bitter compounds in hops are divided into two
53
groups
54
xanthohumol (1, Figure 1), as well as α-acids and β-acids.2,3 The α-acids and the β-
55
acids can be further divided regarding their alkanoyl side chain into the most
56
abundant co-, n- and ad-humulones and -lupulones (41, 42, Figure 2), respectively.
57
During the wort boiling process, α-acids are well-known to be converted into the
58
corresponding cis- and trans-iso-α-acids (43, 44, Figure 2), respectively,4 which have
59
been identified as the main contributors to the bitter taste of beer.5,6
of
prenylated
polyketides,
namely,
prenylated
chalcones
such
as
60
Within the past decades, various studies focused on volatile aroma
61
components in hops and beers,7-13 the transformation of hop α-acids and β-acids, as
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62
well as their isomerization and degradation upon wort boiling.4,14-17 Besides the beer
63
brewing process, aging of beer has been found to induce additional molecular
64
transformations of the hop-derived bitter molecules. Some of these reactions were
65
found to be oxygen dependent such as the formation of hydroperoxy-trans/cis-
66
alloisohumulones (51, 52, Figure 2) and hydroxy-trans/cis-alloisohumulones (48, 49,
67
Figure 2),18 as well as the formation of the humulinones (45, Figure 2)19 and
68
hulupones (58, Figure 2).20 Upon cleavage of the variable alkanoyl side chain, the
69
various hulupone congeners are further truncated to give hulupinic acid (59, Figure
70
2).21 Additionally, incubation experiments with hops revealed a series of oxidation
71
products,
72
oxycolupulones.24 Recently, the formation of tri- and tetracyclic degradation products
73
in beer (Figure 2)15-17 indicated the stability of hop-derived compounds om beer to be
74
dependent on the pH-value.
namely
lupoxes,
lupdoxes,
lupdeps,
lupdols21-23
and
tricyclo-
75
Besides α- and β-acid transformation, also xanthohumol (1) and related
76
flavonoids25 have been reported to undergo an isomerization during the kettle boiling
77
process, thus giving rise to the so-called isoxanthohumol derivatives.3 Just recently,
78
the bittering potential of the hop’s hard resin could be assigned to more than 40
79
compounds of beer26, amongst which 26 prenylated flavonoids and 10 other
80
polyphenols. Moreover, these compounds were shown to cause a pleasant bitter
81
sensation26. A similar observation has been reported by Stettner et al.27 and Biendl,28
82
showing that beers produced with a xanthohumol enriched extract exhibit a more fine
83
and pleasant bitterness than a traditionally produced beer.
84
Besides their contribution to aroma and taste, some of these hop ingredients
85
are known to enhance foam stability and, due to their antimicrobial activity,
86
increase the shelf-life of the final beer.29 Moreover, several hop compounds and, in
87
particular, the prenylated flavonoids xanthohumol (1) and 8-prenylnaringenin (4) have
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been demonstrated to exhibit various pharmacological activities such as, e.g. anti-
89
inflammatory, estrogenic, cancer chemopreventive, and anti-angiogenic properties,
90
and were reported to help counteracting obesity and diabetes type-2.30-36,42-44
91
In today’s brewing processes, various hop products are used to deliver one or
92
the other funactionality, e.g. hop cones, pellets, α- and β-acid rich carbondioxide and
93
ethanolic hop extracts, and special purpose materials like xanthohumol extracts or a
94
recently developed ε-extract, which is enriched in prenylated flavonoids without
95
containing large amounts of xanthohumol (1) and isoxanthohumol (2).26,
96
Depending on the hop product used, the combinatorial interplay of such hop derived
97
compounds has been recently reported to influence the taste perception and
98
modulate the pharmacological properties of the final product.46-48
28, 45
Better understanding such potential interactions and foreseeing adverse
99 100
effects
on
flavor
perception
requires
to
blueprint
101
sensometabolites49,50 in hop varieties that reflect the taste phenotype of the
102
products.50,51 Up to now, the knowledge on the composition of key taste compounds
103
in hops and hop products is rather fragmentary, e.g. previous studies have just been
104
focused on individual compound classes like flavonoids52 and quercetin as well as
105
kaempferol glycosides.53 Profiling of 13 European hop varieties by means of LC-MS,
106
FTICR-MS and NMR revealed chemical differences to be mainly due to bitter
107
compounds.54
108
The objective of the present study was therefore to quantitatively blueprint and
109
classify the key bitter sensometabolites in 75 hop varieties and to quantitatively
110
monitor their changes in the German hop varieties Hersbrucker spaet and Taurus
111
under anaerobic as well as aerobic conditions.
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pattern
of
key
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MATERIALS AND METHODS
114 115
Chemicals. Formic acid, hydrogen peroxide (Merck, Darmstadt, Germany);
116
acetonitrile, methanol (Sigma Aldrich, Steinheim, Germany); DMSO-d6 (Euriso-Top,
117
Saarbrücken,
118
chromatography and LC-MS, respectively (J.T. Baker). Hop pellets (type 90) were
119
obtained from BierKulturHaus (Obertrum, Austria), Die Internationale Brau-
120
Manufakturen GmbH (Frankfurt am Main, Germany), de 'proef' brouwerij (Lochristi,
121
Belgium), Hallertauer Hopfenveredelungsgesellschaft mbH (Mainburg, Germany),
122
HVG Hopfenverwertungsgenossenschaft e.G. (Wolnzach, Germany), Joh. Barth &
123
Sohn GmbH & Co. KG (Nuremberg, Germany), Simon H. Steiner, Hopfen, GmbH
124
(Mainburg, Germany), SimplyHops (Kent, United Kingdom), and Yakima Chief
125
(Louvain-La-Neuve,
126
(http://www.craftbrewer.com.au/, Queensland, Australia). Pellets were vacuum-
127
packed and stored at 4°C until analysis. Unhopped beer was obtained from the Chair
128
of Brewing and Beverage Technology (Technische Universität München, Freising,
129
Germany).
Germany).
HPLC
Belgium),
and
or
MS
were
grade
solvents
purchased
were
from
used
for
CraftBrewer
130
Forced Aging of Hop Pellets. Hop pellets (harvest 2011) were ground and
131
stored in a Binder ED53 heating oven (Binder, Tuttlingen, Germany) at 50°C for 1 to
132
7 weeks. Thereafter, samples were vacuum-packed and stored at -20°C until
133
analysis.
134
Preparation of Reference Compounds. Compounds 41 - 65 were obtained
135
as reported earlier.15-17 Compounds 1 - 26 and 29 - 40 were isolated from spent hops
136
or synthesized from xanthohumol (1).26 After confirming their structural identity as
137
well as purity (> 98 %; HPLC/MS, 1H NMR), the bitter compounds were used as
138
external standards for the HPLC-MS/MS analysis of the sensometabolites in hops.
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Journal of Agricultural and Food Chemistry
Synthesis
of
Hop-Derived
Synthesis
Compounds.
of
2′′,3′′-
140
Epoxyxanthohumol (27). Xanthohumol (1; 500 mg) was solved in 50 mL of MeOH
141
and, after addition of 10 mL H2O2 (30%), was refluxed for 20 h at 65°C whilst stirring.
142
The reaction mixture was diluted with water and separated on a HPLC system
143
(Jasco, Great Dunmow, Great Britain) consisting of two Jasco PU-2087 pumps, a
144
7725i type Rheodyne injection valve (Rheodyne, Bensheim, Germany), and a Jasco
145
DAD MD-2010 diode array detector (λ = 220 - 400 nm). All separations were
146
performed on a 250 x 21.2 mm, 5 µm, Luna Phenyl-Hexyl column (Phenomenex)
147
using water (0.1 % formic acid) as solvent A and acetonitrile as solvent B (flow rate:
148
20 mL/min): 55% B kept for 1 min and, then, increasing B to 60 % within 1 min, to
149
75 % within 18 min, to 85 % within 2 min, and, finally to 100 % within 2 min. Solvent
150
B was kept for 2 min at 100 % and after 26 min decreased again to 55 % within 2
151
min. Compound 27 (Rt=5.68 min) was isolated in a purity of more than 98% and,
152
after the solvent was removed in vacuum and freeze-dried twice, was used for
153
spectroscopic structure determination. Compound 27 was identified as 2′′,3′′-
154
epoxyxanthohumol that has been proposed earlier as an intermediate of the
155
metabolism of xanthohumol (1).37, 58, 59
156
2′′,3′′-Epoxyxanthohumol, 27 (Figure 2). UV-Vis (ACN/water; 0.1% formic
157
acid): λmax = 372 nm; LC-MS (ESI-): m/z (%) 369 (100, [M - H]-), 119 (74), 113 (24);
158
LC-TOF-MS (ESI-): m/z 369.1344 ([M-H]- measured), m/z 369.1338 ([M-H]-, calcd. for
159
C21H21O6-); 1H NMR (400 MHz, DMSO; COSY): δ (ppm): 1.14 [s, 3H, H−C(4′′)] 1.15
160
[s, 3H, H-C(5′′)]; 2.97 [d, 2H, J = 8,7 Hz, H-C(1′′)]; 3.90 [s, 3H, H-C(1′′′)]; 4.71 [t, 1H, J
161
= 8.9 Hz, 17.5 Hz, H-C(2′′)]; 6.19 [s, 1H, H-C(6)]; 6.84 [d, 2H, 8.5 Hz, H-C(2′,6′)]; 7.53
162
[d, 2H, J = 8.6 Hz, H-C(3′, 5′)]; 7.68 [d, 2H, J = 15.5, H-C(2, 3)]; 8.21 [s, 1H, OH-
163
C(7)]; 10.28 [s, 1H, OH-C(4′)]; 14.19 [s, 1H, OH-C(9)];
164
HSQC, HMBC): δ (ppm): 25.22 [C(4′′)]; 26.32 [C(5′′)]; 26.81 [C(1′′)]; 56.88 [C(1′′′)];
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70.49 [C(3′′)]; 86.91 [C(6)]; 91.89 [C(2′′)]; 105.8 [C(8)]; 106.19 [C(10)]; 116.44 [C(3′,
166
5′)]; 124.13 [C(3)]; 126.33 [C(1′)]; 131.02 [C(2′, 6′)]; 143.29 [C(2)]; 161.35 [C(4′)];
167
163.15 [C(9)]; 163.74 [C(5)]; 167.4 [C(7)]; 192.47 [C(4)].
168
Synthesis of Xanthohumol G (28). A solution of 2′′,3′′-epoxyxanthohumol (27;
169
50 mg) in MeOH/water (1/1, v/v; 100 mL) was stirred at room temperature for 20 h
170
whilest oxygen was bubbled through the solution. After dilution with water, the
171
reaction mixture was separated by HPLC using the same system and gradient as
172
reported above for compound 27. The target compound 28 eluting at 3.75 min was
173
isolated in a purity of more than 98% and, after the solvent was removed in vacuum
174
and freeze-dried twice, analysis by means of UV−Vis, LC-MS/MS, UPLC-TOF-MS,
175
and 1D/2D NMR demonstrated matching spectroscopic data with those reported
176
earlier.34
177
Liquid Chromatography/Mass Spectrometry (LC-MS/MS). LC-MS/MS
178
analyses were performed on an API 4000 Q-Trap system (Applied Biosystems,
179
Darmstadt, Germany) as reported earlier.15,26
180
UPLC/Time-of-Flight Mass Spectrometry (UPLC/TOF-MS). Mass spectra of
181
the compounds were measured on a Waters Synapt G2 HDMS system (Waters,
182
Manchester, UK) hyphenated with an Acquity UPLC core system (Waters) and a
183
BEH C18, 2 x 150 mm, 1.7 µm, column (Waters) using the parameters reported
184
recently.26
185
Nuclear
Magnetic
Resonance
Spectroscopy
(NMR).
1D/2D-NMR
186
experiments were performed on a 400 MHz DRX and a 500 MHz Avance III
187
spectrometer (Bruker, Rheinstetten, Germany) using the parameters reported
188
earlier.26
189
Quantitation of Bitter Compounds. Aliquots of hop pellets (1.5 g) were
190
extracted for 1h with methanol (100 mL) whilst ultrasonification. After filtration and
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1:100 dilution, the samples were membrane filtered (0.45 µm, Sartorius, Goettingen,
192
Germany) and aliquots (5 µL) were directly injected into a UltiMate 3000 series
193
UHPLC system (Dionex, Idstein, Germany) connected to the API 4000 Q-TRAP
194
system (MRM/ESI- mode) using optimized fragmentation parameters for compounds
195
1 - 26, 29 – 65 as reported recently.15-18, 26 After optimizing the declustering potential
196
(DP), the cell exit potential (CXP), and the collision energy (CE), compounds 27 (m/z
197
369.1 118.9; DP: -95; CE: -36; CXP: -7) and 28 (m/z 369.1 118.9; DP: -100;
198
CE: -38; CXP: -9) were quantified as well. Quantification of target compounds was
199
performed after 8-point external matrix calibration of every single compound in low
200
(2.5 nmol/L - 200 µmol/L) and high concentrations (0.2 mmol/L - 20 mmol/L). To
201
overcome matrix effects, hop-free beer was used as the matrix. To avoid negative or
202
exaggerated estimates at the low end of the concentration ranges, the functions were
203
forced through zero, thus leading to correlation coefficients of > 0.99 for all the
204
reference compounds. If necessary, concentrations were corrected for amounts
205
detected in a negative control (unhopped beer). Chromatography (flow rate: 0.6
206
mL/min) was done in a 150 x 2.0 mm Synergi, 4 µm, Hydro-RP column
207
(Phenomenex, Aschaffenburg, Germany) using acetonitrile (0.1 % formic acid) as
208
solvent A and water (0.1 % formic acid) as solvent B (Figure 3): solvent A: 10→40 %
209
within 15 min, 40→60 % within 13 min, 60→70 % within 20 min, 70→100 % within 2
210
min, 100→10 % within 5 min, followed by re-equilibration for 4 min prior to the next
211
run.
212
Multivariate Analysis. Data analysis was performed within the programming
213
and visualization environment R (version 2.13.2).55 The sensomics heatmap was
214
calculated using the heatmap.2 function of R based on the concentration data
215
(Tables 4-6, Supporting Information) after scaling the sum of all sensometabolites to
216
an equal value for each beer sample. The dendrograms were constructed by means
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217
of an agglomerative linkage algorithm proposed by Ward56 specifying the distance
218
between two clusters as the increase in the error sum of squares after fusing two
219
clusters into a single cluster and seeking for a minimum distance at each clustering
220
step.57
221 222 223
RESULTS AND DISUSSIONS
224 225
In order to quantitatively analyse a total of 117 bitter compounds in 75 hop varieties,
226
collected from 12 different growing areas, by means of LC-MS/MS, first reference
227
material of compounds 1 - 26 and 28 - 65 was purified following protocols reported
228
earlier.15-17,26,34 As the structure of 2′′,3′′-epoxyxanthohumol (27) has been suggested
229
as a metabolic intermediate of xanthohumol (1),37,58,59 this compound was
230
synthesized by oxidation of xanthohumol (1) using hydrogenperoxide. Xanthohumol
231
G (28) was synthesized by oxidation of compound 27 as described earlier in this
232
manuscript.
233
Quantitation of Key Bitter Compounds and Hierarchical Cluster Analysis
234
of Hop Varieties. Hop-derived bitter compounds 1 - 65 (Figures 1 and 2) were
235
analyzed in hop pellets from year 2011 by multiparametric quantitation using a single
236
LC-MS/MS run with selective mass transitions as outlined in Figure 3. Humulones
237
(41) and lupulones (42) were found as the major sensometabolites in fresh hop
238
pellets, while only trace amounts of degradation and isomerization products like
239
compounds 43 - 65 were detectable (Table S1, Supporting Information). Although
240
suggested earlier as a reactive intermediate (bio-)transformation product of
241
xanthohumol (1),37,58,59 this is the first report on 2′′,3′′-epoxyxanthohumol (27) in hops.
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Journal of Agricultural and Food Chemistry
To
examine
the
multivariate
distances
between
the
individual
243
sensometabolites throughout the different hop varieties, the concentrations
244
determined for each compound (Table S1, Supporting Information) were scaled and
245
a hierarchical cluster analysis was performed on the basis of these data (Figure 4).
246
The hierarchical analysis clustered the bitter compounds into the five
247
compound clusters 1 - 5, with cluster 2 devided into the two subclusters 2a and 2b,
248
and the hop varieties into the five clusters A - E (Table 1 and Figure 4). Cluster 1
249
comprises degradation products of α-acids (46a; conc. < 0.01%), β-acids (58a/b/c;
250
conc. < 0.3%), and iso-α-acids (53b, 60a, 61a/b/c; conc. < 0.1%). In addition,
251
xanthohumol D (15), xanthohumol B (16), xanthohumol O (23), xanthohumol M (25),
252
isoxanthohumol M (26), and 2′′,3′′-dehydrocyclohumulohydrochinon (29) are present
253
in this cluster. A unique behaviour was observed for xanthohumol O (23) and
254
isoxanthohumol
255
isoxanthohumol M (26), was only present at low levels in a few hop varieties, levels
256
of xanthohumol O (23) and isoxanthohumol M (26) were affected by the hop variety
257
and were found in European varieties as well as American varieties that are related
258
with the breed Brewers Gold.61 For a simplified overview on the pedigree of the hop
259
varieties62-70 see Supporting Information. Moreover, elevated concentrations of these
260
compounds (up to 72 mg/100g) were exclusively found in varieties grown in
261
Germany. Whenever the same variety was grown in other countries e.g. Belgium,
262
much lower concentrations were observed (Hallertauer Mittelfrüh - GER: 51.5
263
mg/100g, BG: 7.2 mg/100g; Magnum - GER: 71.8 mg/100g, BG: 4.9 mg/100g). As a
264
general rule, varieties with a low concentration of humulones (41) also featured a
265
lower concentration of isoxanthohumol M (26). In contrast, non-German varieties
266
contained at maximum of 0.05 % of isoxanthohumol M (26). A similar behavior was
267
observed for 2′′,3′′-dehydrocyclohumulohydrochinon (29). Although this compound
M (26). Whereas xanthohumol M (25), the precursor of
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268
was not always present in breeds containing detectable amounts of xanthohumol O
269
(23) or isoxanthohumol M (26), respectively, the occurrence of this compound was
270
limited to those varieties. The presence of single compounds in distinct varieties has
271
been previously observed for 4′-O-methylxanthohumol and flavokawin71 or β-
272
farnesene.62 Future research will have to investigate the impact of varying
273
gowth/harvest conditions on the observed regional differences in bitter tastant
274
chemodiversity of the same hop variety.
275
Next to the α-acids (41a/b/c; conc.: 5 - 15%), xanthohumol (1) and
276
xanthohumol derivatives (2, 7, 11 - 13) are grouped in subcluster 2a (Figure 4) and
277
are present in higher concentrations in hop samples of clusters C and D (up to 1.7%).
278
Lower concentrations of these sensometabolites are typically found in European hop
279
and aroma hop varieties grouped in clusters A, B and E, respectively. Although
280
xanthohumol (1) showed high abundance in the hard resin (0.3 - 2.6 %), no
281
significant correlation to the content of humulones (41) was observed.
282
Iso-α-acids
(43a/b/c,
44a/b/c),
humulinones
(45a/b/c),
the
iso-α-acid
283
degradation productcs 52a/b and 57a, desmethylxanthohumol (3), and 1′′,2′′-
284
dihydroxanthohumol K (10) were found in subcluster 2b. Similar to the bitter
285
compounds in subcluster 2a, the concentrations of these target molecules are higher
286
in hop cluster D and significantly lower in hop samples of clusters A, B and E,
287
respectively.
288
Compound cluster 3 comprises 4′-hydroxytunicatachalcon (6), xanthohumol I
289
(22), xanthohumol L (24), scorpiohumol (57b), and hulupinic acid (59) which are
290
typically found at higher concentrations in hop varieties grouped in cluster A. This
291
cluster contains mainly European varieties and also the American breed Vanguard,
292
whose parentage involved the German breed Hallertauer Mittelfrueh. Furthermore,
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the variety Tomahawk is found in this cluster, its genetic descent being rather
294
unclear.
295
The iso-α-acid degradation products 46b, 54a and 60a/c, 1-methoxy-4-
296
prenylphloroglucin (30), N-trans-feruloyltyramin (31), quercetin (32), p-coumaric acid
297
(38a/b), the xanthohumol derivatives 17, 18, 20, and 21, and the glycosides 33 -
298
36a/c are grouped in cluster 4. Next to the β-acids (42a/b/c; up to 7%), cluster 5
299
covers some xanthohumol derivatives (4, 5, 14), phloroisovalerophenon-3,5-Di-C-ß-
300
D-glucopyranoside (37b), and cis- and trans-p-coumaric acid methyl ester (39a/b).
301
Independent of the analyzed hop sample, a constant ratio of 1 : 2 to 1 : 3 was found
302
for 8-prenylnaringenin (4) to 6-prenylnaringenin (5), thus confirming earlier
303
observations.60 Compared to compound clusters 1-3, the sensometabolites in
304
clusters 4 and 5 are present in all hop varieties in comparable concentrations and do
305
not allow a clear clustering of hop varieties.
306
Affect of Cold-Storage on Concentrations of Bitter Compounds in Hops.
307
To gain insight into storage-induced alterations of the sensometabolome pattern of
308
hops, bitter compound analysis was performed in fresh and kilned hops (Hersbrucker
309
spaet), harvested in 2011, and hop pellets (Hersbrucker spaet), which were
310
harvested between 2003 and 2011 and kept at -20°C. Quantitative data were
311
normalized to their dry matter, determined by freeze-drying, and are shown in Table
312
S2 (Supporting Information). A hierarchical cluster analysis was performed for the
313
stored hop samples, and the results were visualized in a sensomics heatmap that
314
was combined with hierarchical agglomerative clustering of the sensometabolites 1 -
315
65 (Figure 5).
316
The hierarchical analysis arranged the sensometabolites into 4 large clusters,
317
that are labeled 1 - 4 in Figure 5, the second one consisting of 3 subclusters (2a -
318
2c). Cluster 1 consisted of the multifidol glycosides (36, 37) and the kaempferol-
13 Environment ACS Paragon Plus
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319
malonyl-glycoside (35). Furthermore, p-cumaric acid (38), xanthohumol P (11) and
320
some isoxanthohumol derivatives (4, 5, 19) were found in this cluster. The
321
concentration of these compounds went through a maximum after the first and
322
second year of storage. Subcluster 2a contains hydroperoxylupones (62) and
323
desmethylxanthohumol (3) that were present in low concentrations and reached a
324
maximum concentration after 2 or 3 years of storage.
325
In comparison, subcluster 2b consisted only of the humulone congeners (41),
326
that increased in concentration during kilning and pelletizing and showed a slight
327
increase during the first 2 years of storage. Interestingly, the concentration of the
328
humulones (41) was found to be strongly increased during storage, while the
329
concentration of the lupulones (42) and other soft resin derived compounds seems to
330
be hardly affected. This might be explained by a release of humulones (41) from
331
glycosidically bound precursors during kilning as reported for other flavor compounds
332
in hops.73 While the concentrations of humulones (41) and lupulones (42) as well as
333
their degradation products (43, 45, 57, 58, 62) did not change during the first two
334
years of storage, humulones (41) and lupulones (42) decreased in concentration
335
upon further storage. The concentration of the degradation products 44, 46 - 56, 59 -
336
61, 63 - 65 was not influenced at all. Lupulone (42), N-trans-feruloyltyramine (31),
337
xanthohumol (1) and the xanthohumol derivatives 7, 13, 17, and 20 showed the
338
highest concentrations after 2 years of storage and were grouped in subcluster 2c.
339
Humolone and lupulone degradation products (43, 45b, 58, 59) that are
340
generated via an oxygen-independent pathway15-17 were found in cluster 3.
341
Furthermore, the flavonol glycosides 33 and 34 as well as two xanthohumol
342
degradation products 22 and 24 are grouped in the same cluster. Although a clear
343
distribution pattern is not visible within this cluster, the concentration of the flavonoid
344
glycosides (33 - 35) seem to decrease. Known to possess antioxidant potential,37,72
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345
these flavonoids are probably degraded as a result of drying during the kilning
346
process. Interestingly, concentrations of flavonol glycosides (33 - 35) are declining
347
after more than 3 years of storage. Hydrolyses of the glycosidic bound can be
348
excluded since no increase was found for quercetin (32), the aglycon of glycoside 33.
349
The large cluster 4 summarizes most of the xanthohumol derivatives (6, 8, 10,
350
15, 16, 23, 25, 27), some isoxanthohumol derivatives (2, 9, 12) as well as compound
351
29, all of them have been recently discovered as key taste compounds in the hops
352
hard resin.26 In particular, oxidation products like 2′′,3′′-epoxyxanthohumol (27),
353
xanthohumol O (23) and 2′′,3′′-dehydrocyclohumulohydrochinon (29) were found to
354
rise steadily over time. Isoxanthohumol (2) shows a similar tendency, while amounts
355
of xanthohumol (1) are decreasing. Moreover, the cumulative amounts of the
356
degradation products cannot fully explain the loss of xanthohumol (1), thus indicating
357
an alternative degradation pathway for xanthohumol (1).
358
Affect of Oxygen on Hop Bitter Compounds. Using forced storage
359
conditions to accelerate natural aging,74,75 hop pellets of the variety Hersbrucker
360
spaet and Taurus, respectively, harvested in year 2011 were stored several weeks at
361
50°C in the presence of air and were then quantitatively analyzed for the bitter
362
compounds 1 – 65 (Table S3, see Supporting Information). Hierarchical cluster
363
analysis revealed two large clusters for the hop variety Hersbrucker spaet with the
364
second cluster devided into two subclusters (Figure 6).
365
The cluster 1 contains the α-acids (41), β-acids (42) and some xanthohumol
366
derivatives (1, 3 - 5) with xanthohumol (1) being the most predominant prenylated
367
flavonoid. As expected, the concentration of the humulones (41) and the lupulones
368
(42) dropped during aging, thus confirming earlier findings.74 Interestingly, only
369
hulupone (58b) and hulupinic acid (59) increased slightly during storage, whereas all
370
the other oxidation products (43 - 57, 60 - 65) found in beer15-17 were not detected in
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371
increasing amounts. These data indicate yet unknown transformation reactions of
372
humulones (41) and lupulones (42) in aerobic hop aging. In parallel to the decrease
373
in xanthohumol (1) concentration, the concentrations of its degradation products and
374
other hard resin derived compounds (2, 6, 13, 14, 16, 22 - 25, 27, 29, 30) decreased
375
strongly.
376
Xanthohumol
P
(11),
isoxanthohumol
H
(19),
xanthohumol N (20),
377
isoxanthohumol M (26), isoxantholupon (7), N-trans-feruloyltyramine (31) and
378
phloroisovalerophenon-3,5-di-C-β-D-glucopyranoside (37b), grouped in Cluster 2a,
379
are present in rather low concentrations in the unaged hop pellets. Although their
380
concentrations are slightly increasing during the aging process, those substances are
381
subject to a further degradation or transformation as their concentrations decrease
382
again. In comparison, cluster 2b features bitter compounds showing a significant
383
concentration decrease after the first week of storage, e.g. isoxanthohumol (2), 1′′,2′′-
384
dihydroxanthohumol C (8), 1′′,2′′-dihydroxanthohumol K (10), isoxanthohumol P (12),
385
5′-prenylxanthohumol (13), 1′′,2′′-dihydroxanthohumol F (14), xanthohumol D (15),
386
xanthohumol B (16), xanthohumol C (17), xanthohumol I (22), xanthohumol O (23),
387
xanthohumol L (24), and xanthohumol M (25). These compounds are oxidation and
388
transformation products of xanthohumol (1) formed during the accelerated aging
389
process. Furthermore all other sensometabolites of the hard resin are found in this
390
cluster: 4′-hydroxytunicatachalcone (6), dihydrocyclohumulohydrochinone (29), 1-
391
methoxy-4-prenylphloroglucin (30), cis-/trans-p-cumaric acid (38a/b), quercetin-3-O-
392
β-D-glucopyranoside (33), kaempferol-3-O-β-D-glucopyranoside (34), kaempferol-3-
393
O-β-D-(6′′-malonyl)-glucopyranoside
394
phloroglucinolglucopyranoside
395
phloroglucinolglucopyranoside (36c). Interestingly, the concentration of the flavonol
396
glycosides (33 - 35) is increasing during the first week of storage, before reaching a
(35), (36a),
1-O-β-D-(2-methyl-propanoyl)and
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397
plateau. This observation has also been made during the first three years for the
398
samples aged without oxygen. However, it remains unclear why the concentrations of
399
these glycosides are increasing during storage.
400
The results of the forced aging experiment for the variety Taurus (Table S4;
401
Supporting Information) are visualized in Figure 7. As the variety Taurus contains
402
more soft and hard resin derived compounds than the variety Hersbrucker spaet,
403
quantitative changes are more pronounced and many parallels between the varieties
404
Taurus and Hersbrucker spaet can been detected during the forced aging
405
experiments. Therefore, similarities and differences will be examined at this point.
406
The heatmap for the variety Taurus (Figure 7) shows three clusters (1 - 3), of which
407
the last one can be divided into two subclusters (3a and 3b).
408
Cluster 1 contains desmethylxanthohumol (3) for which a concentration
409
decrease has been already described during aging for the breed Hersbrucker spaet.
410
Furthermore this cluster contains the compounds xanthohumol C (17), N-trans-
411
feruloyltyramine (31), co-multifidolglucoside (36a) and p-cumaric acid (38a/b).
412
Although, the concentrations of these substances are decreasing during the first
413
week, a constant concentration increase was observed afterwards as it was the case
414
for the aroma hop variety.
415
Cluster 2 comprises xanthohumol (1), some xanthohumol derivatives (7, 11,
416
12, 13, 15, 26), two glucosides (33, 36c), humulones (41), lupulones (42),
417
isohumulones (43, 44) as well as some degradation products of the isohumulones
418
(45) and lupulones (58, 61). Characteristic for those compounds is a significant
419
concentration decrease during the first week as found also for the variety
420
Hersbrucker spaet. In particular, the concentrations of the humulones (41), lupulones
421
(42) and cis-isohumulones (43) were significantly diminishing. The recently
422
discovered compound 7, that is present in the variety Taurus in larger amounts and
17 Environment ACS Paragon Plus
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423
shows strong structural similarities to the lupulones (42),26 was found to be strongly
424
decreased as well during forced aging, thus suggesting a similar reaction mechanism
425
as for the lupulons (42). Again, no significant amounts of degradation or
426
transformation products (45 - 65) of humulones (41), lupulones (42) or the
427
isohumulones (43, 44) were detected, thus cleary indicating that molecular
428
transformation mechanisms of bitter compounds reported for beer might not apply to
429
hops. Furthermore, a concentration drop of xanthohumol (1) and a simultaneous rise
430
of almost all transformation and degradation products (6, 10, 14, 16, 22 - 24, 30)
431
were observed. Present in larger quantities in the variety Taurus, all other
432
xanthohumol derivatives (11, 13, 15, 18, 20, 21, 25) share the same fate as
433
xanthohumol (1) and are decreasing significantly.
434
Cluster 3a comprises the 6-prenylnaringenin (5), 1′′,2′′-dihydroxanthohumol C
435
(8), 1′′,2′′-dihydroisoxanthohumol C (9), 1′′,2′′-dihydroxanthohumol K (10), 1′′,2′′-
436
dihydroxanthohumol F (14), xanthohumol B (16), xanthohumol I (22), xanthohumol O
437
(23), xanthohumol L (24), kaempferol-3-O-β-D-glucopyranoside (34) and kaempferol-
438
3-O-β-D-(6′′-malonyl)-glucopyranoside (35). The concentration of these substances is
439
increasing during the forced aging experiments confirming the results obtained for
440
the variety Hersbrucker spaet. Cluster 3b shows compounds 2, 4, 6, 13, 20, 30, 37b,
441
43b, 57a, 58b and 59 whose concentrations increase during the first week as it was
442
also the case for the aroma hop variety. Afterwards the concentrions were
443
decreasing or reached a contstant value, respectively.
444
The data presented give a profund insight into molecular bitter compound
445
variability of commercially available hop varieties and might help to select appropriate
446
hop varieties for breeding programs in order to obtain offsprings that are better suited
447
for storage or contain larger amounts of desirable target compounds. Quantitative
448
analysis of hops stored with and without oxygen influence revealed that the decline of
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449
distinct hop constituents can be not explained by an increase in transformation
450
products formed during beer aging, thus implying unkown degradation mechanisms
451
in hops. While the degradation of the soft resin-derived humulones (41) and
452
lupulones (42) seems not be influenced by oxygen, xanthohumol (1) is degraded to
453
give a series of transformation products recently reported as key bitter taste
454
compounds in hops.26 Therefore, further studies are necessary to elucidate the
455
aerobic transformation mechanisms of soft-resin components during hop aging.
456 457
Notes:
458
The Authors declare no competing financial interest.
459 460
Acknowledgement
461
We are grateful to Dr. Marc Rauschmann (Die Internationale Brau-Manufacturen
462
GmbH, Germany), Yvan Borremans (de 'proef'brouwerij, Belgium), Carlos Ruiz (HVG
463
Hopfenverwertungsgenossenschaft e.G, Germany), Dr. Christina Schönberger, Dr.
464
Elisabeth Wiesen (Joh. Barth & Sohn GmbH & Co. KG, Germany), Dr. Martin Biendl,
465
Sandro Cocuzza (Hopsteiner, Germany), Jack Teagle (SimplyHops, United Kingdom)
466
and Philippe Lefèvre (Yakima Chief, Belgium) for providing hop samples and to
467
Cynthia Almaguer (Chair of Brewing and Beverage Technology, Technische
468
Universität München, Germany) for providing unhopped beer.
469 470
Supporting Information Available
471
Quantitative data and a simplified hop pedigree. This material is available free of
472
charge via the Internet at http://pubs.acs.org.
19 Environment ACS Paragon Plus
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473
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weight molecular polyphenols. Brewing Science. 2012, 65, 16-23.
619 620
Kammhuber, K., Differentiation of the world hop collection by means of the low
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Farag, M.A.; Porzel, A.; Schmidt, J.; Wessjohann, L.A., Metabolite profiling
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and fingerprinting of commercial cultivars of Humulus lupulus L. (Hop): A
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comparision of MS and NMR methods in metabolomics. Metabolomics. 2012,
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8, 492-507.
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55.
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R Development Core Team. R: A language and environment for statistical
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computing; R Foundation for Statistical Computing: Vienna, Austria, 2008,
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http://www.R-project.org.
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Stat. Assoc. 1963, 58, 236–244.
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Kopp, J.; Lois, D., Clusteranalyse. Skript des Instituts für Soziologie, Professur für empirische Sozialforschung, Technischen Universität München, 2009.
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Ward, J. H., Hierarchical Grouping to optimize an objective function. J. Am.
58.
Yilmazer,
M.;
Stevens,
J.F.;
Deinzer,
M.L.;
Buhler,
D.R.,
In
vitro
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biotransformation of xanthohumol, a flavonoid from hops (Humulus lupulus),
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by rat liver microsomes. Drug Metab. Dispos. 2001, 29, 223-231.
634
59.
Nikolic, D.; Li, Y.; Chadwick, L.R.; Pauli, G.F.; van Breemen, R.B., Metabolism
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of xanthohumol and isoxanthohumol, prenylated flavonoids from hops
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(Humulus lupulus L.), by human liver microsomes. J. Mass Spectrom. 2005,
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289 - 299.
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60.
Stevens, J.F.; Taylor, A.W.; Deinzer, M.L., Quantitative analysis of
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xanthohumol and related prenylflavonoids in hops and beer by liquid
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chromatography-tandem mass spectrometry. J. Chromatography A. 1999,
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832, 97-107.
642
61.
Yakima Chief Inc. Hop varietal guide, 2012.
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62.
Biendl, M.; Engelhard, B.; Forster, A.; Gahr, A.; Lutz, A.; Mitter, W.; Schmidt,
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R.; Schönberger, C., Hopfen – Vom Anbau bis zum Bier. Fachverlag Hans
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Carl. Nürnberg, 2012.
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63.
Neve, R.A., Hops. Chapman & Hall, London. 1991.
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Seefelder, S.; Ehrmaier, H.; Schweizer, G.; Seigner, E., Genetic diversity and
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phylogenetic relationship among accessions of hop, Humulus lupulus, as
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determined
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compared with pedigree data. Plant Breeding. 2000, 119, 257-263.
651
65.
amplified
fragment
length
polymorphism
fingerprinting
Darby, P., The history of hop breeding and development. J. Brew. Hist. Soc. Online. 2005, 121, 94-112.
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by
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Hieronymus, S., For the love of hops. The practical guide to aroma, bitterness and the culture of hops. Brewers Publications, Boulder, CA, USA, 2012.
654 655
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Hop Growers of America, Variety manual. Moxee, WA, USA. 2012.
656
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Lemmens,
G.W.C.,
The
breeding
and
parentage
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http://brewerssupplygroup.com/FileContent/TheBreeding
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_Varieties[1].pdf, downloaded 12.10.2012.
659
69.
of
hop
varieties.
Rohwer, C.; Fritz, V., Pedigrees of common hop varieties. University of
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Minnesota. 2012, http://sroc.cfans.umn.edu/
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People/Faculty/VinceFritz/Hops/index.htm, aufgerufen am: 13.10.2012.
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70.
Personal communications: Dr. Seigner, Bavarian State Agency for Agriculture,
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Freising; Dr. Beatson, The New Zealand Institute for Plant & Food Research
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Ltd, Auckland, Neuseeland, to Hr. Lutz, Bavarian State Agency for Agriculture,
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Freising; Dr. Darby, WYE Hops Ltd. Canterburry, Kent, UK; Dr. Biendl,
666
Hopsteiner, Mainburg; Dr. Whittock, Hop Products Australia, Barth-Haas-
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Group, Bellerive, Australien
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Stevens, J.F.; Taylor, A.J.; Nickerson, G.B.; Ivancic, M.; Henning, J.; Haunold,
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A.; Deinzer, M.L., Prenylfavonoid variation in Humulus lupulus: Distribution
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and taxonomic significance of xanthogalenol and 4′-O-methylxanthohumol.
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Phytochemistry. 2000, 53, 759-775.
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Cao, G.; Sofic, E.; Prior, R.L., Antioxidant and prooxidant behavior of
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Kollmannsberger, H.; Biendl, M.; Nitz, S., Occurrence of glycosidically bound
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flavor compounds in hops, hop products and beer. BrewingScience. 2006, 59,
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83-89.
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and changes upn beer brewin (in German). Brewing Science. 1985, 2, 86-96.
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Narziss, L.; Scheller, L. On the bitter composition of hops and hop products
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Malfliet, S.; Van Opstaele, F.; De Clippeleer, J.; Syryn, E.; Goiris, K.; De
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Cooman, L.; Aerts, G., Flavour instability of pale lager beers: determination of
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analytical markers in relation to sensory ageing. J. Instit. Brew. 2008, 114, 180
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- 192.
684 685
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TABLES Table 1: Assignment of the single hop varietiesa to the clusters A - Eb
A-1 GB Challenger A-2 D-H Opal A-3 D-T Tettnanger A-4 US Tomahawk
A A-5 GB Goldings A-6 US Vanguard A-7 B Challenger A-8 B Tettnanger
B-1 US Super Galena B-2 D-H Tradition B-3 D-S Spalt B-4 CZ Saazer B-5 US Ahtanum B-6 US Glacier B-7 D-H Saphir
B B-8 B Hallertauer Mittelfrüh B-9 D-H Spalter Select B-10 US Bravo B-11 B East Kent Goldings B-12 US Cluster B-13 US Cascade B-14 US Willamette
C-1 US Chinook C-2 US Summit C-3 B Magnum C-4 US Millenium C-5 US Sterling
C C-10 US Centennial C-11 US Galena C-12 GB Sovereign C-13 US Mosaik C-14 SLO Celeila
C-6 GB Northdown
C-15 PL Marynka
C-7 US Simcoe C-8 US Zythos C-9 US Amarillo
C-16 D-H Merkur C-17 GB Phoenix C-18 AUS Pride of Ringwood
D-1 GB Pilgrim D-2 D-H Brewers Gold D-3 D-H Northern Brewer D-4 D-H Nugget D-5 D-H Taurus
D D-6 D-H Herkules D-7 US Zeus D-8 GB WGV D-9 US Columbus D-10 US Palisade
A-9 D-H Hallertauer Mittelfrüh A-10 F Strisselspalt
B-15 GB Bramling Cross B-16 GB Fuggles B-17 GB East Kent Goldings B-18 NZ Kohatu B-19 NZ Wai-iti B-20 D-H Smaragd B-21 SLO Styrian Goldings C-19 GB Admiral C-20 GB First Gold C-21 AUS Topaz C-22 AUS Galaxy C-23 NZ Stricklebract C-24 AUS Ella vormals „Stella“ C-25 NZ Nelson Sauvin
D-11 NZ Pacific Jade D-12 D-H Polaris D-13 NZ Pacific Gem D-14 US Sorachi Ace
E E-1 D-H Hallertau Blanc E-2 D-H Perle
686 687 688 689
E-3 D-H Magnum E-4 D-H Hersbrucker spät
E-5 D-H Mandarina Bavaria
a
Country abbreviations: GB – Great Britain, D-H – Germany (Hallertau), D-T – Germany (Tettnang), US – United States of America, B – Belgium (Poperinge), F – France, D-S – Germany (Spalt), CZ – a Czech Republic, NZ – New Zealand, SLO – Slovnia. PL – Poland, AUS – Australia. Numbering of the clusters referring to the letters given in Figure 4.
29 Environment ACS Paragon Plus
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Figure Captions 690
Figure 1: Chemical structures of key taste compounds of the hard resin of hops:
691
xanthohumol
(1),
692
prenylnaringenin (4), 6-prenylnaringenin (5), 4′-hydroxytunicatachalcone (6),
693
isoxantholupone (7), 1′′,2′′-dihydroxanthohumol C (8), 1′′,2′′-dihydroisoxanthohumol
694
C (9), 1′′,2′′-dihydroxanthohumol K (10), xanthohumol P (11), isoxanthohumol P
695
(12), 5′-prenylxanthohumol (13), 1′′,2′′-dihydroxanthohumol F (14), xanthohumol D
696
(15),
697
isoxanthohumol H (19), xanthohumol N (20), 2′′-hydroxy-xanthohumol M (21),
698
xanthohumol I (22), xanthohumol O (23), xanthohumol L (24), xanthohumol M (25),
699
isoxanthohumol M (26), 2′′,3′′-epoxyxanthohumol (27), xanthohumol G (28), 2′′,3′′-
700
dehydrocyclohumulohydrochinon (29), 1-methoxy-4-prenyl-phloroglucin (30), N-
701
trans-feruloyltyramine (31), quercetin (32), quercetin-3-O-ß-D-glucopyranoside (33),
702
kaempferol-3-O-ß-D-glucopyranoside
703
glucopyranoside (35), 1-O-ß-D-(2-methyl-propanoyl)-phloroglucinol-glucopyranoside
704
(co-multifidolglucoside)
705
glucopyranoside (ad-multifidolglucoside) (36c), phloroisovalerophenon-3,5-di-C-ß-
706
D-glucopyranoside
707
acid methyl ester (39a/b), cis-/trans-p-coumaric acid ethyl ester (40a/b).
xanthohumol
isoxanthohumol
B
(16),
(2),
xanthohumol
(36a),
(34),
desmethylxanthohumol
C
(17),
xanthohumol
(3),
H
8-
(18),
kaempferol-3-O-ß-D-(6′′-malonyl)-
1-O-ß-D-(2-methylbutyryl)-phloroglucinol-
(37b), cis-/trans-p-coumaric acid (38a/b), cis-/trans-p-coumaric
708
Figure 2: Chemical structures of α- and β-acids (41, 42) and their degradation products
709
(43 - 65): cohumulone (41a), humulone (41b), adhumulone (41c), colupulone (42a),
710
lupulone (42b), adlupulone (42c), cis-isocohumulone (43a), cis-isohumulone (43b),
711
cis-isoadhumulone (43c), trans-isocohumulone (44a), trans-isohumulone (44b),
712
trans-isoadhumulone (44c), cohumulinone (45a), humulinone (45b), adhumulinone
713
(45c), cis-cohumulinic acid (46a), cis-humulinic acid (46b), cis-adhumulinic acid
714
(46c), trans-cohumulinic acid (47a), trans-humulinic acid (47b), trans-adhumulinic 30
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alloisoadhumulone (49c), trans-alloisocohumulone (49a), trans-alloisohumulone
717
(49b),
718
hydroxy-cis-alloisohumulone (50b), hydroxy-cis-alloisoadhumulone (50c), hydroxy-
719
trans-alloisocohumulone (51a), hydroxy-trans-alloisohumulone (51b), hydroxy-
720
trans-alloisoadhumulone
721
hydroperoxy-cis-alloisohumulone (52b), hydroperoxy-cis-alloisoadhumulone (52c),
722
hydroperoxy-trans-alloisocohumulone
723
(53b),
724
tricyclohumol (54b), tricycloadhumol (54c), tricyclocohumene (55a), tricyclohumene
725
(55b), tricycloadhumene (55c), tricyclocohumulactol (56a), tricyclohumulactol (56b),
726
tricycloadhumulactol (56c), scorpiocohumol (57a), scorpiohumol (57b), cohulupone
727
(58a), hulupone (58b), adhulupone (58c), hulupinic acid (59), tetracyclocohumol
728
(60a), tetracyclohumol (60b), tetracycloadhumol (60c), hydroxytricyclocolupone
729
(61a),
730
hydroperoxytricyclocolupone
731
hydroperoxytricycloadlupone (62c), tricyclocolupone (63a), tricyclolupone (63b),
732
tricycloadlupone (63c), dehydrotricyclocolupone (64a), dehydrotricyclolupone (64b),
733
dehydrotricycloadlupone (64c), nortricyclocolupone (65a), nortricyclolupone (65b),
734
nortricycloadlupone (65c).
736
(49c),
(51c),
hydroxy-cis-alloisocohumulone
hydroperoxy-cis-alloisocohumulone
(53a),
hydroperoxy-trans-alloisoadhumulone
hydroxytricyclolupone
(48b),
cis-
716
trans-alloisoadhumulone
(48a),
cis-alloisohumulone
acid
735
(47c),
cis-alloisocohumulone
715
(61b), (62a),
(50a),
(52a),
hydroperoxy-trans-alloisohumulone (53c),
tricyclocohumol
hydroxytricycloadlupone hydroperoxytricyclolupone
(54a),
(61c), (62b),
Figure 3: RP-LC/MS-MS chromatograms of bitter tasting target molciles in hops. Chemical structures are given in Figure 1 and 2.
737
Figure 4: Sensomics heatmapping of bitter compound concentrations in different hop
738
varieties. Concentrations of compounds are given as Supporting Information. The
739
dendrogram is based on an agglomerative linkage algorithm.56 Chemical structures
740
of the individual compounds are given in Figures 1 and 2. 31
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741
Figure 5: Sensomics heatmapping of bitter compounds in fresh hops, kilned hops and hop
742
pellets of the variety Hersbrucker spaet stored in the absence of oxygen.
743
Concentrations of compounds are given as Supporting Information. The
744
dendrogram is based on an agglomerative linkage algorithm.56 Chemical structures
745
of the individual compounds are given in Figures 1 and 2.
746
Figure 6: Sensomics heatmapping of bitter compounds in fresh hops and pellets of the
747
variety Hersbrucker spaet stored under forced aging conditions. Concentrations of
748
compounds are given as Supporting Information. The dendrogram is based on an
749
agglomerative linkage algorithm.56 Chemical structures of the individual compounds
750
are given in Figures 1 and 2.
751
Figure 7: Sensomics heatmapping of bitter compounds in fresh hops and pellets of the
752
variety Taurus stored under forced aging conditions. Concentrations of compounds
753
are given as Supporting Information. The dendrogram is based on an agglomerative
754
linkage algorithm.56 Chemical structures of the individual compounds are given in
755
Figures 1 and 2.
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Figures Figure 1 (Dresel et al.)
R HO
OH
OH
1 R=
27 R =
O
OH
R HO
O
3 R1 = R3 = H, R2 =
R2 HO
O
OH
OH
2 R=
O
R1 O
15 R =
11 R =
O
OH
OH
28 R =
18 R =
HO
HO
OH
O
O
19 R =
12 R =
OH
R1
26 R =
HO
4 R2 = H, R1 =
O
O
O
20 R =
13 R3 = CH3, R1 = R2 =
OR3 O
O
25 R =
21 R =
R2
5 R1 = H, R2 =
OH O
HO
R OH O
O
OH
O
OH
8 R=H O
O
OH
O O
OH
16 R = OH O
OH
O
OH O
OH
O O
O
OH
O O
9
O
17
7
6
OH R1
10 R1 = R2 = H O
OH
O
HO
O
HO HO
HO O
R2
O O
O
24 R1 = OH, R2 = H
O
NH
HO
O
29
30
OH
OH HO
O
O O
OH OH O
OH
R
HO
31
OH O
23
OH
OH
HO
O
HO
O
22
OH
O O
OH
OH
14 R1 = H, R2 =
O
OH O
32
HO
OH
HO
33 R = OH 34 R = H
O O O
O
OH O HO
OH
OH
OH OH
OH
O
O
35
OH HO HO
R HO
O
HO
O OH
OH
OH
OH
36a =
HO HO
O OH
O
36c =
HO
O OH O OH
HO OH
HO
O
OH
38a R = H 39a R = CH3 40a R = CH2CH3
OH RO O
38b R = H 39b R = CH3 40b R = CH2CH3
37b
33
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Page 34 of 41
Figure 2 (Dresel et al.) OH O
OH O
HO HO
O
HO
O
41
O
HO O
OH
O
O
O
OH OH
OH
O
OH OH
O
HO
54
HO
R OH O HO
HO
OH
60
OH
55
O
HO
O
61
OH OH
O
O
56
HOO
O
62
O
O
OH OOH
53
(a)
R
(b)
R
(c)
R
O
OH
O
O
HO R O
O
OH
59
58
O
63
OH
R O
H
O
O
OH
HO
R
47 O
OOH
57
HO
R
O
OH
R HO O
52 O
OH OH
O
OH
R
OH
O R
HO H
OH
R HO O
OH
R
OH
HO H
O
OH
O
R
O
46
O
O
51
O
O
O R
OH
R HO O
OH
R
O
45
O
50
49
O
HO O
44 O
OH
48
O
R
OH
R
R HO O
OH
HO O
OH
O
O
HO R
43
R HO O
HO O
O
O
O
R
42
O
O
O
R
R
O R O
64
HO
O
O
R O
65
34
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Figure 3 (Dresel et al.)
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Figure 4
36
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Figure 5
37
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Figure 6
38
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Figure 7
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TOC graphics 254x190mm (96 x 96 DPI)
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